La science évolue-t-elle ? Le point de vue des Big Data
Transcription
La science évolue-t-elle ? Le point de vue des Big Data
La science évolue-t-elle ? Le point de vue des Big Data David Chavalarias CAMS/Institut des Systèmes Complexes de Paris IdF ARESOS : Reconstruction, Analyse et Accès aux Données dans les Grands Réseaux Socio-Sémantiques December 10, 2014 D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Participants • INSHS CAMS UMR 9557 - INSMI, EHESS, Paris • INSHS CSI - UMR 7185 - INSHS, Ecole des Mines, Paris • INSHS Institut des Systèmes Complexes Paris Île-de-France UPS3611, (Fédération de 18 EPST et Universités), Paris • INSHS LATTICE, UMR 8094 - INSHS, ENS/ U. Paris 3 • INS2I IRISA, UMR 6074 - INS2I, IRISA, U. de Rennes 1 • INS2I IRIT, UMR 5505 - INS2I, U. Toulouse 3 • INS2I IXXI, ENS de Lyon • INS2I LIG, UMR 5217 - INS2I, U. Joseph Fourrier, Grenoble • INS2I LIP6, UMR 7606 - INS2I, U. Pierre et Marie Curie, Paris D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Context: huge content datasets with different time scales D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Context: Multi-partite structures D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Context: everything has become “social” • Blogging Blogs (Blogger, Technocrati), Twitter (micro-blogging) • Publication Tools wiki, cms, • Social Networking Facebook, MySpace, Classmates, LinkedIn, Plaxo, Xing • Bookmarking sites Del.icio.us, blogmarks, dogear, • Folksonomy Flickr, Photobucket, YouTube, • Forum de discussion, PhpBB, pure players media, etc. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; ARESOS Themes • Representation and access to social content Who speaks, about what, how? (data processing, natural language processing, identification of roles, information flows, topic evolution, conversation following, sentiment analysis), • Dynamicity : social-semantic structures and diffusion phenomena Discovery of latent structures, morphogenesis, content diffusion, Co-evolution structure and semantic • Social information retrieval Analysis of microblogs, crowd Sourcing, collaborative recommendation. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; ARESOS Themes • Representation and access to social content Who speaks, about what, how? (data processing, natural language processing, identification of roles, information flows, topic evolution, conversation following, sentiment analysis), • Dynamicity : social-semantic structures and diffusion phenomena Discovery of latent structures, morphogenesis, content diffusion, Co-evolution structure and semantic • Social information retrieval Analysis of microblogs, crowd Sourcing, collaborative recommendation. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; ARESOS Themes • Representation and access to social content Who speaks, about what, how? (data processing, natural language processing, identification of roles, information flows, topic evolution, conversation following, sentiment analysis), • Dynamicity : social-semantic structures and diffusion phenomena Discovery of latent structures, morphogenesis, content diffusion, Co-evolution structure and semantic • Social information retrieval Analysis of microblogs, crowd Sourcing, collaborative recommendation. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Example of challenges : Analysis of large socio-semantic networks • Reconstruction of socio-semantic structures from data • Dynamical semantic structures from unstructured content databases (dynamics of concepts, ideas, conversations), • Multi-scale : micro, meso, macro, temporal • Interactive visualisation and exploration for interpretation • Analysis of content production and diffusion • Evolution of trends, norms, etc. • Cascades observation and prediction image source: http://deim.urv.cat/ manlio.dedomenico/multiplex.php D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Example of challenges : Analysis of large socio-semantic networks • Reconstruction of socio-semantic structures from data • Dynamical semantic structures from unstructured content databases (dynamics of concepts, ideas, conversations), • Multi-scale : micro, meso, macro, temporal • Interactive visualisation and exploration for interpretation • Analysis of content production and diffusion • Evolution of trends, norms, etc. • Cascades observation and prediction D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Example of challenges : Analysis of large socio-semantic networks • Reconstruction of socio-semantic structures from data • Dynamical semantic structures from unstructured content databases (dynamics of concepts, ideas, conversations), • Multi-scale : micro, meso, macro, temporal • Interactive visualisation and exploration for interpretation • Analysis of content production and diffusion • Evolution of trends, norms, etc. • Cascades observation and prediction D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Information diffusion Université Joseph Fourier/ LIG, Grenoble et à l’UPMC/LIP6. Objectives : Predict information diffusion cascades D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Information diffusion Université Joseph Fourier/ LIG, Grenoble et à l’UPMC/LIP6. Objectives : Predict information diffusion cascades Strategy • Learn propagation models directly from observed cascades, without any network assumption. • All the factors influencing this diffusion (External influences, node roles, etc) are directly extracted from the data • Propagation is modeled in a latent space, where the diffusion process follows a simple formalization D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Information diffusion Université Joseph Fourier/ LIG, Grenoble et à l’UPMC/LIP6. Objectives : Predict information diffusion cascades Strategy • Learn propagation models directly from observed cascades, without any network assumption. • All the factors influencing this diffusion (External influences, node roles, etc) are directly extracted from the data • Propagation is modeled in a latent space, where the diffusion process follows a simple formalization D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Information diffusion: Illustration on Digg Université Joseph Fourier/ LIG, Grenoble et à l’UPMC/LIP6. • User post stories that are digged • Diggs = likes • Cascades = stories and diggs • 1 digg = contamination • 1 month crawling • 5 k users, 71k links • 150 k Training cascades • 66 k test cascades → Latent continuous space is learned from the cascades data. inference (here diffusion prediction) is extremely fast D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Example of ARESOS research Quantitative epistemology and Big Data W HAT IS THE STRUCTURE OF KNOWLEDGE SPACES ? D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Example of ARESOS research Quantitative epistemology and Big Data W HAT IS THE STRUCTURE OF KNOWLEDGE SPACES ? I S S CIENCE E VOLVING ? D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Example of ARESOS research Quantitative epistemology and Big Data W HAT IS THE STRUCTURE OF KNOWLEDGE SPACES ? I S S CIENCE E VOLVING ? W HICH ARE THE DRIVING FORCES ? D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Characterizing structure: defining interdisciplinary fields Pablo Jensen (ENS Lyon) • In scientometrics, interdisciplinarity is usually defined in terms of betweeness centrality of fields (using shortest path). → Bias toward high degree nodes. • The bridgeness measure eliminates the effect of node degree. Identify local bridge without the bias of locally connected nodes (elimination of shortest paths within neighborhood). D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Characterizing structure: defining interdisciplinary fields Pablo Jensen (ENS Lyon) • In scientometrics, interdisciplinarity is usually defined in terms of betweeness centrality of fields (using shortest path). → Bias toward high degree nodes. • The bridgeness measure eliminates the effect of node degree. Identify local bridge without the bias of locally connected nodes (elimination of shortest paths within neighborhood). D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Characterizing structure: defining interdisciplinary fields Pablo Jensen (ENS Lyon) and Medialab (Sciences-Po Mapping the ondelette field with co-words analysis. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Identifying trends Example of trend in science: the evolution of P-value usage in biomedical litterature (15M Medline items and 100k full text papers) P-values become increasingly used in the biomedical literature and exhibit strong selective reporting of significant values, particularly more in the abstracts of papers. Proportion of abstracts mentioning at least one P-value in Medline (Chavalarias and Ioannidis submitted) D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Context: huge content datasets with different time scales Projects on http://tina.iscpif.fr D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Science mapping Proof of concept of trans-corpora methodology Text mining and knowledge maps in Academic / Press / Blog for the domain of “virtualisation and environment” Delanöe & Chavalarias ICT4S 2014 D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Correlations between fields consistency and position in the phylomemy. D A D C HA A A A N U D M C OM D PA D (2883) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation (2730) carcinoma embryonal carcinoma embryonal carcinoma cells neural differentiation (2778) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2638) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2746) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2898) *RAR RXR embryonal carcinoma embryonal carcinoma cells retinoic acid (2776) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation (2747) DMSO P19 embryonal carcinoma embryonal carcinoma cells (2745) embryonal carcinoma embryonal carcinoma cells neural differentiation teratomas (2779) carcinoma embryonal carcinoma embryonal carcinoma cells teratomas (2731) RXR nuclear receptors retinoids thyroid hormone (2781) RAR RXR retinoids vitamin (2757) RAR retinoic acid retinoids retinol vitamin (3002) RA retinoic acid retinoic acid receptors retinol (2676) RA retinoic acid retinoids retinol (2817) RXR peroxisome retinoic acid retinoids retinol (2980) RAR ** RXR ligand receptor (2623) RAR RXR gamma retinoic acid receptors (2687) RAR RXR gamma retinoic acid receptors (2943) RAR RXR mesoderm induction retinoids (3003) RA RAR nuclear receptors retinoic acid (2868) RAR retinoic acid retinoic acid receptors retinoids retinol vitamin (2929) RA RAR RXR retinoic acid retinoids *teratogenic effects (2951) RAR RXR ligand *nuclear factor retinoic acid receptors (2979) RAR ** RXR receptor retinoic acid receptors (2692) RAR RXR retinoic acid receptors ureteric bud (2782) RXR retinoids retinol vitamin (2853) *anteroposterior axis retinoic acid retinoic acid receptors retinoids retinol (2893) RAR RXR retinoic acid receptors retinoids vitamin (2674) RA RAR RXR retinoic acid retinoic acid receptors retinoids retinol (2816) RXR retinoic acid retinoic acid receptors retinoids retinol (2702) retinoic acid retinoic acid receptors retinoids retinol vitamin (2671) RAR RXR retinoic acid retinoids retinol vitamin (2956) RAR RXR *nuclear receptors receptor retinoic acid receptors (2988) RA RAR retinoic acid retinoids retinol (3001) RA RAR retinoic acid retinoic acid receptors (2880) retinoic acid retinoic acid receptors retinoids retinol (2806) RA RAR RXR retinoic acid retinoids (2771) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2701) RA RAR RXR retinoic acid retinoids (2866) RA RAR retinoic acid retinoic acid receptors retinoids retinol (2934) RAR RXR retinoic acid retinoic acid receptors retinoids retinol (2963) RAR RXR retinoic acid receptors retinoids retinol *vitamin (2995) RA RAR ** RXR retinoic acid retinoic acid receptors retinoids (3005) RAR nuclear receptors retinoic acid retinoids (2904) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2865) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2928) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2945) RA RAR RXR retinoic acid (2981) nuclear receptors retinoic acid retinoids retinol (3006) limb development retinoic acid retinoids retinol (2672) RAR RXR nuclear receptors retinoic acid retinoic acid receptors re (2815) RAR RXR retinoic acid retinoic acid receptors retinoids (2758) RAR retinoic acid retinoic acid receptors retinoids vitamin (2720) RAR RXR nuclear receptors retinoic acid retinoic acid receptors retinoids (2867) RAR RXR retinoic acid retinoic acid receptors retinoids vitamin (2882) RXR cardiac function retinoic acid retinoids (2906) RAR RXR gamma retinoic acid receptors (2970) RAR RXR nuclear receptors retinoic acid retinoic acid receptors retinoids retinol (2976) RAR ** RXR gamma retinoic acid receptors (2854) RAR acidic retinoic acid retinoic acid receptors retinol (2733) RAR acidic retinoic acid retinoic acid receptors (2783) RAR acidic retinoic acid retinoic acid receptors (2899) RAR RXR embryonal carcinoma cells retinoic acid retinoic acid receptors (2910) AFP RAR RXR retinoic acid receptors (2950) RAR RXR acidic retinoic acid retinoic acid receptors (2989) RAR ** RXR ** acidic retinoic acid retinoic acid receptors (2946) CI RAR RXR retinoic acid receptors retinoids (2881) RAR RXR nuclear receptors retinoids (2933) RAR RXR nuclear receptors retinoic acid retinoids *thyroid hormone (2870) RAR RXR nuclear receptors *peroxisome retinoic acid retinoic acid receptors retinoids (2818) RAR nuclear receptors retinoic acid retinoic acid receptors retinoids (2756) RAR RXR heterodimer retinoic acid receptors retinoids (2793) RAR heart failure retinoic acid receptors retinoids (2852) RAR RXR heterodimer nuclear receptors retinoic acid receptors (2799) RAR RXR heterodimer retinoic acid receptors (2828) P19 embryonal carcinoma cells neural differentiation pluripotent cells (2916) P19 RXR embryonal carcinoma embryonal carcinoma cells retinoic acid (2827) AChE P19 embryonal carcinoma embryonal carcinoma cells (2897) P19 *RAR embryonal carcinoma embryonal carcinoma cells retinoic acid (2814) DMSO P19 cell aggregates embryonal carcinoma cells neural differentiation (2744) P19 cell aggregates embryonal carcinoma embryonal carcinoma cells (2830) P19 embryonal carcinoma embryonal carcinoma cells endochondral ossification (2914) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation retinoic acid (2829) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2915) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation neural precursors (2876) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2777) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2841) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *pluripotent cells (2913) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *neural differentiation (2944) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2987) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *neural differentiation (2999) P19 carcinoma embryonal carcinoma embryonal carcinoma cells m (2627) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2952) RAR RXR ligand *nuclear receptors retinoic acid receptors (2873) IGF IGF-I follicular fluid insulin-like growth factor (2959) IGF IGF-I IGF-II insulin-like growth factor reproductive tract AN (2960) IGF IGF-I database insulin-like growth factor reproductive tract (2147) IGF IGF-I IGF-II *bovine preimplantation embryos insulin-like growth factor (2377) IGF IGF-I IGF-II insulin insulin-like growth factor (2321) IGF IGF-I IGF-II insulin insulin-like growth factor (2376) IGF IGF-I IGF-II IR insulin-like growth factor (2322) IGF IGF-I IR insulin insulin-like growth factor (2200) IGF IGF-I IGF-II IR insulin-like growth factor (2037) IGF IGF-I IGF-II insulin insulin-like growth factor (2103) IGF IGF-I IGF-II *IVF treatment insulin insulin-like growth factor (2146) IGF IGF-I IGF-II insulin insulin-like growth factor (2649) GH IGF IGF-I growth hormone insulin-like growth factor (2624) GH IGF fetal growth insulin-like growth factor (2374) GH IGF IGF-I insulin insulin-like growth factor (2074) IGF-I IGF-II fetal calf serum insulin-like growth factor (2036) IGF IGF-I IGF-II IR insulin-like growth factor (2081) IGF IGF-I IGF-II IR insulin (2573) GH fetal growth growth hormone insulin-like growth factor (2240) IGF IGF-I IGF-II relative abundance (2287) IGF IGF-II fetal growth insulin (2029) IGF IGF-I insulin-like growth factor relative abundance (2051) IGF IGF-I insulin-like growth factor relative abundance (2115) GH IGF insulin insulin-like growth factor (2216) GH IGF IGF-I IGF-II dairy cows insulin-like growth factor (2233) IGF IGF-I IGF-II cell growth (2423) *Akt IGF IGF-I IR insulin (2214) GH IGF IGF-I IGF-II growth hormone insulin-like growth factor (2266) GH IGF IGF-II glucocorticoids growth hormone (2953) amplification *bovine preimplantation embryos chain polymerase chain reaction primers (2242) IGF IGF-I ewes insulin-like growth factor (2346) IGF IGF-II fetal growth insulin-like growth factor (2241) IGF IGF-I IGF-II growth hormone (2361) GH IGF-I SDS-PAGE growth hormone (2412) GH SDS-PAGE buffalo growth hormone (2375) GH IGF IGF-I growth hormone *insulin-like growth factor (2405) GH IGF IGF-I growth hormone (2535) IGF IGF-I IGF-II insulin-like growth factor *total cell number (2406) GH IGF-I growth hormone oestrus (2512) IGF IGF-I IGF-II bovine preimplantation embryos (2472) IGF IGF-I IR insulin insulin-like growth factor (2558) GH IGF IGF-I IGF-II growth hormone insulin-like growth factor (2600) IGF IGF-I IGF-II *bovine preimplantation embryos insulin-like growth factor (2227) IGF dairy cows insulin insulin-like growth factor (2148) IGF IGF-I IGF-II IR *bovine preimplantation embryos (2215) GH IGF IGF-I IGF-II insulin insulin-like growth factor (2243) GH IGF IGF-II relative abundance (2421) IGF IGF-I IGF-II insulin insulin-like growth factor (2275) IGF IGF-I IGF-II IR insulin insulin-like growth factor (2570) IGF IGF-I IGF-II ii (2560) IGF IGF-I IGF-II *dairy cows growth hormone insulin-like growth factor (2422) IGF IGF-I IGF-II IR insulin (2471) IGF IGF-I IGF-II insulin insulin-like growth factor (2559) IGF IGF-I IGF-II growth hormone insulin insulin-like growth factor (2574) IGF-I fetal growth growth hormone insulin-like growth factor (2650) IGF IGF-I IGF-II insulin insulin-like growth factor (2617) IGF IGF-I IGF-II insulin insulin-like growth factor *serum-free medium (2424) IGF IGF-I IGF-II insulin-like growth factor *relative abundance (2822) IGF IGF-I IR insulin insulin-like growth factor *serum-free medium (2835) IGF IGF-II IR insulin-like growth factor (2907) IGF IGF-I IGF-II database (3004) amplification chain polymerase chain reaction primers (2755) IGF IGF-I IGF-II insulin insulin-like growth factor (2821) IGF IGF-I IGF-II insulin insulin-like growth factor *serum-free medium (2718) IGF IGF-I IGF-II *IR insulin insulin-like growth factor (2719) IGF IGF-I IGF-II *fetal growth insulin insulin-like growth factor (2918) IGF IGF-I insulin insulin-like growth factor ** porcine oocytes (2978) amplification chain polymerase chain reaction primers (2949) IGF IGF-I database insulin insulin-like growth factor (2900) IGF IGF-I IGF-II insulin insulin-like growth factor *undifferentiated state (2851) IGF IGF-I IGF-II insulin insulin-like growth factor (2826) GH IGF IGF-I IGF-II growth hormone insulin insulin-like growth factor (2892) IGF IGF-I IGF-II *diabetes insulin (2917) IGF IGF-I IGF-II insulin insulin-like growth factor (2948) IGF IGF-I IGF-II insulin insulin-like growth factor (3010) IGF IGF-I IGF-II insulin insulin-like growth factor (2998) IGF IGF-I IGF-II ** bovine blastocysts ** bovine preimplantation embryos insulin insulin-like growth factor (2864) GH IGF IGF-I *growth hormone insulin insulin-like growth factor (2875) GH IGF-II insulin insulin-like growth factor (2977) IGF IGF-II fetal growth insulin (3000) IGF fetal growth insulin insulin-like growth factor (2820) GH IGF-I IGF-II *IVF-ET growth hormone insulin-like growth factor (2874) IGF IGF-I insulin-like growth factor one-cell embryos (2954) amplification bovine blastocysts bovine preimplantation embryos polymerase chain reaction primers (2990) ** bovine blastocysts ** bovine preimplantation embryos chain polymerase chain reaction ** transcription-polymerase chain reaction (2878) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2838) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2354) chain polymerase chain reaction primers reverse (2124) chain polymerase chain reaction primers reverse (2184) chain polymerase chain reaction primers transcriptase-polymerase chain reaction (2237) chain nucleotide sequence polymerase chain reaction primers (2301) chain polymerase chain reaction primers reverse (2236) chain polymerase chain reaction primers reverse (2183) chain polymerase chain reaction primers transcription-polymerase chain reaction (2264) Southern blot analysis chain polymerase chain reaction reverse transcription-polymerase chain reaction (2302) Southern blot analysis chain polymerase chain reaction transcription-polymerase chain reaction (2371) chain *fetal fibroblasts polymerase chain reaction reverse transcription-polymerase chain reaction (2435) chain polymerase chain reaction reverse transcription-polymerase chain reaction *turkeys (2786) chain polymerase chain reaction primers reverse (2894) chain human preimplantation embryos polymerase chain reaction reverse transcriptase-polymerase chain reaction (2837) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2482) chain polymerase chain reaction *primers reverse transcriptase-polymerase chain reaction (2522) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2586) bovine preimplantation embryos chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2632) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2681) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2736) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2787) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2010) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2088) chain *optic tectum polymerase chain reaction reverse transcription-polymerase chain reaction (2123) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2203) chain immunosorbent assay polymerase chain reaction reverse transcription-polymerase chain reaction (2230) optic tectum polymerase chain reaction reverse transcription-polymerase chain reaction (2326) chain *nucleotide sequence polymerase chain reaction reverse transcriptase-polymerase chain reaction (2353) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2403) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2739) chain polymerase chain reaction primers transcriptase-polymerase chain reaction (2404) chain polymerase chain reaction primers turkeys (2738) chain histone H3 polymerase chain reaction primers (2722) *ESCs chain polymerase chain reaction primers reverse transcription-polymerase chain reaction (2737) amplification chain polymerase chain reaction primers (2300) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2370) *benzo chain polymerase chain reaction reverse transcription-polymerase chain reaction (2436) chain *implantation sites polymerase chain reaction reverse transcription-polymerase chain reaction (2456) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2521) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2585) chain *human preimplantation embryos polymerase chain reaction reverse transcription-polymerase chain reaction (2633) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2709) chain polymerase chain reaction *preimplantation mouse embryos reverse transcription-polymerase chain reaction (2735) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2785) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2788) amplification chain polymerase chain reaction primers (2991) ** bovine blastocysts ** bovine preimplantation embryos polymerase chain reaction reverse ** transcription-polymerase chain reaction (2941) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2908) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2001) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2067) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2125) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2204) chain immunosorbent assay polymerase chain reaction reverse transcriptase-polymerase chain reaction (2234) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2634) bovine preimplantation embryos polymerase chain reaction reverse transcriptase-polymerase chain reaction (2205) *ELISA immunosorbent assay polymerase chain reaction reverse transcriptase-polymerase chain reaction (2235) chain immunosorbent assay polymerase chain reaction transcriptase-polymerase chain reaction (2178) MMPs extracellular matrix matrix matrix metalloproteinases (2022) ECM extracellular extracellular matrix matrix (2097) ECM extracellular extracellular matrix integrin laminin matrix (2144) ECM extracellular extracellular matrix laminin matrix (2113) ECM extracellular matrix integrin laminin (2345) collagen extracellular matrix laminin type collagen (2317) collagen extracellular matrix extracellular matrix proteins matrix type collagen (2316) ECM extracellular extracellular matrix *glycosaminoglycans matrix (2249) extracellular extracellular matrix fibronectin *laminin matrix (2285) ECM basement membrane extracellular matrix laminin (2099) ECM extracellular matrix fibronectin integrin laminin matrix (2032) ECM extracellular matrix fibronectin integrin laminin (2713) *BM IV basement membrane laminin type collagen (2749) basement membrane fibronectin laminin type collagen (2034) ECM extracellular matrix fibronectin laminin matrix (2095) *ECM collagen extracellular matrix fibronectin laminin matrix (2112) extracellular matrix fibronectin laminin matrix (2254) extracellular matrix fibronectin integrin laminin matrix (2177) extracellular matrix fibronectin matrix type collagen (2096) *ECM collagen extracellular matrix fibronectin matrix type collagen (2145) extracellular matrix extracellular matrix proteins fibronectin matrix type collagen (2030) ECM collagen fibronectin laminin (2320) collagen extracellular matrix glycosaminoglycans matrix type collagen (2179) collagen fibronectin matrix type collagen (2110) collagen extracellular matrix matrix type collagen (2319) ECM collagen extracellular matrix *glycosaminoglycans matrix (2274) ECM basement membrane collagen extracellular matrix laminin matrix (2420) basement membrane collagen extracellular matrix matrix type collagen (2318) *ECM MMPs basement membrane extracellular matrix matrix (2342) MMPs basement membrane extracellular matrix matrix (2418) basement membrane collagen extracellular extracellular matrix matrix (2226) collagen extracellular matrix glycosaminoglycans matrix (2396) MMPs collagen extracellular matrix matrix (2372) ECM collagen extracellular matrix fibronectin matrix (2510) Src fibronectin focal adhesions integrin (2417) ECM collagen extracellular extracellular matrix matrix (2625) IV basement membrane laminin type collagen (2726) extracellular extracellular matrix extracellular matrix proteins reelin (2601) IV basement membrane collagen laminin type collagen (2639) basement membrane collagen laminin type collagen (2310) development central nervous system fibronectin integrin laminin (2394) ECM collagen extracellular matrix fibronectin (2555) basement membrane *extracellular extracellular matrix laminin matrix type collagen (2612) basement membrane collagen extracellular matrix laminin matrix type collagen (2107) basement membrane extracellular extracellular matrix extracellular matrix proteins (2012) extracellular extracellular matrix extracellular matrix proteins matrix (2101) basement membrane extracellular extracellular matrix extracellular matrix proteins *integrin matrix (2111) collagen extracellular matrix laminin matrix (2197) extracellular extracellular matrix extracellular matrix proteins matrix *type collagen (2024) extracellular extracellular matrix glycosaminoglycans matrix (2102) basement membrane extracellular extracellular matrix extracellular matrix proteins *glycosaminoglycans matrix (2109) extracellular extracellular matrix extracellular matrix proteins matrix (2373) ECM extracellular extracellular matrix fibronectin matrix (2272) ECM basement membrane extracellular extracellular matrix laminin matrix (2728) IV fibronectin laminin type collagen (2622) MMPs basement membrane extracellular matrix matrix (2494) extracellular matrix extracellular matrix proteins fibronectin focal adhesions integrin matrix (2509) ECM fibronectin focal adhesions integrin (2393) ECM extracellular matrix extracellular matrix proteins fibronectin (2549) ECM collagen laminin matrix type collagen (2580) ECM MMPs extracellular matrix matrix type collagen (2284) extracellular extracellular matrix fibronectin matrix (2410) ECM collagen fibronectin laminin (2947) basement membrane extracellular extracellular matrix matrix matrix metalloproteinases (2922) basement membrane extracellular extracellular matrix extracellular matrix proteins matrix (2889) *endochondral ossification extracellular extracellular matrix extracellular matrix proteins matrix (2646) ECM MMPs osteoblast differentiation type collagen (2696) *ECM extracellular extracellular matrix extracellular matrix proteins matrix (2802) extracellular extracellular matrix extracellular matrix proteins matrix ** reelin (2850) extracellular extracellular matrix extracellular matrix proteins *integrin matrix (2493) collagen extracellular extracellular matrix fibronectin matrix type collagen (2255) extracellular matrix extracellular matrix proteins fibronectin *integrin matrix (2198) ECM extracellular matrix fibronectin laminin matrix (2100) basement membrane extracellular extracellular matrix integrin laminin matrix (2114) extracellular matrix fibronectin integrin laminin (2199) ECM extracellular matrix fibronectin integrin laminin (2108) basement membrane extracellular extracellular matrix laminin (2938) extracellular extracellular matrix extracellular matrix proteins matrix (2923) extracellular extracellular matrix extracellular matrix proteins integrin matrix (2890) extracellular extracellular matrix extracellular matrix proteins matrix *type collagen (2525) collagen matrix proteoglycans type collagen (2343) collagen extracellular matrix fibronectin laminin (2398) collagen extracellular matrix fibronectin type collagen (2451) ECM MMPs extracellular matrix matrix (2507) ECM MMPs extracellular matrix matrix (2611) ECM extracellular matrix extracellular matrix proteins laminin matrix type collagen (2250) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2344) extracellular extracellular matrix extracellular matrix proteins matrix (2253) ECM extracellular matrix integrin laminin matrix (2491) ECM extracellular extracellular matrix fibronectin integrin matrix (2415) ECM extracellular extracellular matrix extracellular matrix proteins matrix (2283) extracellular extracellular matrix extracellular matrix proteins matrix (2176) ECM axonal outgrowth extracellular matrix laminin (2251) extracellular extracellular matrix glycosaminoglycans matrix proteoglycans (2286) glycosaminoglycans heparan sulfate matrix proteoglycans (2174) extracellular extracellular matrix heparan sulfate proteoglycans (2239) extracellular matrix glycosaminoglycans heparan sulfate proteoglycans (2175) extracellular glycosaminoglycans heparan sulfate proteoglycans (2047) ECM extracellular extracellular matrix proteoglycans (2023) ECM extracellular extracellular matrix proteoglycans (2143) ECM extracellular extracellular matrix matrix proteoglycans (2172) ECM extracellular extracellular matrix matrix (2098) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2033) ECM MMPs extracellular matrix matrix matrix metalloproteinases (2160) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2173) MMPs extracellular extracellular matrix matrix (2248) ECM MMPs extracellular extracellular matrix matrix (2333) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2252) ECM MMPs extracellular matrix matrix matrix metalloproteinases (2411) collagen fibronectin laminin type collagen (2492) extracellular extracellular matrix extracellular matrix proteins fibronectin *integrin matrix (2419) basement membrane extracellular extracellular matrix extracellular matrix proteins matrix (2553) ECM extracellular extracellular matrix fibronectin laminin matrix (3009) extracellular extracellular matrix extracellular matrix proteins matrix proteoglycans (2972) extracellular extracellular matrix extracellular matrix proteins matrix (2621) ECM extracellular matrix matrix proteoglycans (2699) extracellular extracellular matrix extracellular matrix proteins matrix *proteoglycans (2725) extracellular extracellular matrix extracellular matrix proteins matrix (2801) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2849) ECM extracellular extracellular matrix focal adhesions integrin (2891) *ECM extracellular matrix fibronectin focal adhesions integrin (2909) extracellular matrix fibronectin focal adhesions integrin (2955) BM basement membrane extracellular fibronectin laminin (2640) extracellular matrix proteins fibronectin laminin type collagen (2697) *cell behavior extracellular extracellular matrix extracellular matrix proteins matrix (2620) ECM extracellular matrix extracellular matrix proteins fibronectin integrin laminin type collagen (2673) extracellular extracellular matrix extracellular matrix proteins fibronectin integrin laminin matrix (2554) ECM extracellular extracellular matrix laminin matrix type collagen (2582) ECM extracellular extracellular matrix extracellular matrix proteins fibronectin (2665) ECM extracellular extracellular matrix fibronectin integrin matrix (2689) epithelial-mesenchymal transition fibronectin integrin laminin (2831) ECM extracellular extracellular matrix fibronectin (2888) ECM extracellular extracellular matrix fibronectin focal adhesions (2921) basement membrane extracellular extracellular matrix extracellular matrix proteins laminin (2939) extracellular extracellular matrix extracellular matrix proteins integrin (2974) basement membrane extracellular matrix heparan sulfate laminin (2805) ECM extracellular matrix *glycosaminoglycans matrix proteoglycans (2834) ECM extracellular matrix matrix proteoglycans (2932) extracellular extracellular matrix extracellular matrix proteins fibronectin integrin *laminin (2770) ECM extracellular extracellular matrix fibronectin *laminin matrix (2700) extracellular extracellular matrix fibronectin focal adhesions integrin (2534) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2490) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix *type collagen (2511) ECM fibronectin integrin laminin (2581) ECM extracellular extracellular matrix *extracellular matrix proteins matrix (2397) extracellular matrix extracellular matrix proteins fibronectin type collagen (2273) *basement membrane extracellular extracellular matrix extracellular matrix proteins matrix *proteoglycans (2416) ECM *extracellular extracellular matrix matrix matrix metalloproteinases (2452) MMPs extracellular matrix matrix matrix metalloproteinases (2385) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2395) MMPs extracellular matrix matrix matrix metalloproteinases (2610) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2508) MMPs extracellular matrix matrix matrix metalloproteinases (2848) ECM extracellular extracellular matrix *integrin matrix (2803) ECM extracellular extracellular matrix fibronectin matrix (2962) *ECM basement membrane extracellular extracellular matrix fibronectin laminin (2973) extracellular extracellular matrix extracellular matrix proteins fibronectin (2931) ECM extracellular extracellular matrix fibronectin integrin laminin (2647) ECM MMPs extracellular extracellular matrix matrix (2698) ECM extracellular extracellular matrix fibronectin matrix (2769) ECM *chick embryo chorioallantoic membrane extracellular extracellular matrix fibronectin matrix (2804) ECM extracellular extracellular matrix *glycosaminoglycans matrix (2832) basement membrane extracellular extracellular matrix matrix (2871) ECM extracellular extracellular matrix matrix (2920) ECM extracellular extracellular matrix integrin matrix (2872) basement membrane extracellular matrix matrix type collagen (2648) MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2686) ECM MMPs fibronectin matrix (2780) MMPs extracellular extracellular matrix matrix (2940) extracellular extracellular matrix fibronectin integrin (2975) ** airway extracellular matrix fibronectin integrin (3008) ECM extracellular extracellular matrix matrix proteoglycans (2961) ECM *basement membrane extracellular extracellular matrix fibronectin matrix (2986) ECM *decidualization extracellular extracellular matrix matrix (3007) ECM etiology extracellular extracellular matrix matrix (2833) MMPs extracellular matrix matrix matrix metalloproteinases (2727) extracellular extracellular matrix glycosaminoglycans matrix (2207) *CAM adhesion molecules cell adhesion cell adhesion molecules molecules (2188) adhesion molecules cell adhesion molecules growth cones molecules (2209) adhesion molecules cell adhesion cell adhesion molecules *extracellular domain molecules (2019) adhesion molecules cell adhesion molecules immunoglobulin molecules (2071) NCAM adhesion molecules immunoglobulin molecules (2130) adhesion molecules cell adhesion molecules immunoglobulin molecules (2187) adhesion molecules immunoglobulin molecules visual system (2261) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2325) adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2387) L1 adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2293) FGFRs adhesion molecules cell adhesion molecules molecules (2324) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2217) NCAM adhesion molecules cell adhesion cell adhesion molecules *immunoglobulin molecules (2357) adhesion molecules cell adhesion molecules immunoglobulin neurite extension (2190) N-cadherin NCAM cadherins cell adhesion (2129) N-cadherin adhesion molecules cell adhesion molecules (2042) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2092) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2155) *FGFRs NCAM adhesion molecules cell adhesion cell adhesion molecules (2212) NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules (2094) N-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules (2356) N-cadherin adhesion molecules cadherins cell adhesion (2093) N-cadherin adhesion molecules cell adhesion cell adhesion molecules *extracellular domain (2137) adhesion molecules cadherins cell adhesion cell adhesion molecules (2213) adhesion molecules cadherins cell adhesion cell adhesion molecules *extracellular domain (2260) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2331) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2358) N-cadherin adhesion molecules cell adhesion cell adhesion molecules (2304) adhesion molecules cell adhesion cell adhesion molecules platelets (2447) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2497) E-cadherin EMT N-cadherin adhesion molecules cadherins cell adhesion (2504) E E-cadherin EMT cadherins (2571) E-cadherin EMT cadherins cell adhesion (2449) E-cadherin N-cadherin cadherins junction (2528) E-cadherin EMT cadherins epithelial-mesenchymal transition (2572) E-cadherin cadherins epithelial-mesenchymal transition tumor progression (2445) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules olfactory placode (2690) E-cadherin N-cadherin cadherins hpf (2486) E-cadherin N-cadherin cadherins cell adhesion cell interactions (2488) E-cadherin adhesion molecules cadherins cell adhesion molecules cell-cell interactions (2524) E-cadherin N-cadherin cadherins junction (2616) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules *extracellular domain (2666) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2561) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2565) DC E E-cadherin cadherins (2667) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion molecules *epithelial-mesenchymal transition (2896) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules (2968) NCAM *P0 adhesion molecules cell adhesion cell adhesion molecules neural cells (2500) E-cadherin EMT adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2527) E-cadherin EMT cadherins tumor progression (2599) E-cadherin EMT beta-catenin cadherins tumor progression (2485) E-cadherin cadherins cell adhesion cell adhesion molecules cell interactions (2307) adhesion molecules cell adhesion cell adhesion molecules neurite extension (2229) NCAM adhesion molecules cell adhesion molecules platelets (2289) adhesion molecules cell adhesion molecules neural cells neurite extension (2359) adhesion molecules cell adhesion molecules neural cells olfactory placode (2040) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2090) *AMPA adhesion molecules cell adhesion cell adhesion molecules molecules (2154) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2031) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2091) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2208) adhesion molecules *animal caps cell adhesion cell adhesion molecules molecules (2288) NCAM adhesion molecules cell adhesion molecules neural cells (2228) NCAM adhesion molecules cell adhesion molecules neural cells (2484) adhesion molecules cadherins cell adhesion cell adhesion molecules cytoplasmic domain (2505) E-cadherin beta-catenin cadherins tumor progression (2595) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (3015) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells olfactory epithelium (2994) NCAM adhesion molecules cell adhesion cell adhesion molecules *endocrine cells neural cells (2723) L1 NCAM adhesion molecules cell adhesion molecules neural cells *neurite extension (2823) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells *olfactory placode (2843) L1 NCAM adhesion molecules cell adhesion molecules neural cells (2879) adhesion molecules cell adhesion molecules nervous system development neural cells (2985) NCAM adhesion molecules cell adhesion molecules ** endochondral ossification neural cells (2716) NCAM adhesion molecules cell adhesion molecules *dendritic cells neural cells (2752) L1 NCAM adhesion molecules cell adhesion molecules neural cells (2812) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2860) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2670) E-cadherin N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2537) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2136) N-cadherin adhesion molecules cadherins cell adhesion (2407) L1 adhesion molecules cell adhesion molecules retroviral vectors (2538) adhesion molecules cell adhesion cell adhesion molecules *major histocompatibility molecules (2984) NCAM adhesion molecules cell adhesion molecules higher proportion neural cells (2964) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2925) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2903) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2714) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2751) CAM L1 NCAM adhesion molecules cell adhesion molecules (2809) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (2858) *E-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2593) *BM adhesion molecules cell adhesion cell adhesion molecules molecules (2651) adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2615) adhesion molecules cell adhesion cell adhesion molecules *cytoplasmic domain immunoglobulin molecules (2388) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2446) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules *olfactory placode (2483) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2562) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2259) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (3011) CAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2901) CAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2924) CAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2958) CAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2993) L1 adhesion molecules cell adhesion cell adhesion molecules *endocrine cells neural cells (2766) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2861) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2813) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules (2596) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2389) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells *ventral side (2487) NCAM adhesion molecules cell adhesion cell adhesion molecules *cytoplasmic domain (2594) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (2440) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2473) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2539) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (3013) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2957) CAM L1 adhesion molecules cell adhesion molecules neural cells (2982) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2724) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2824) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules *olfactory placode (2772) N-cadherin NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2669) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2807) N-cadherin adhesion molecules cadherins cell adhesion molecules (2902) CAM N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2942) E-cadherin adhesion molecules cell adhesion molecules cell-cell interactions (2983) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (3012) adhesion molecules cell adhesion cell adhesion molecules molecules temporal expression patterns (2668) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2715) CAM N-cadherin adhesion molecules *cell adhesion cell adhesion molecules (2753) CAM N-cadherin NCAM adhesion molecules cell adhesion molecules (2808) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2912) N-cadherin adhesion molecules cadherins cell adhesion molecules cell-cell interactions (2969) N-cadherin adhesion molecules cadherins ** cardiac morphogenesis cell adhesion cell adhesion molecules (2992) CAM N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (3017) CAM N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2602) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2810) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion (2862) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2905) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2926) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2967) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (3014) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules (2811) E-cadherin N-cadherin adhesion molecules cell adhesion cell adhesion molecules (2859) E-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2927) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion molecules molecules (2965) N-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2996) N-cadherin NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (3016) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules olfactory epithelium (2189) NCAM adhesion molecules cell adhesion molecules neural cells (2966) E-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2997) E-cadherin N-cadherin NCAM adhesion molecules cadherins cell adhesion molecules (3018) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2489) E-cadherin N-cadherin adhesion molecules cadherins cell-cell interactions (2598) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion (2844) Cx43 *bovine preimplantation embryos connexins gap junctions junction (2847) Cx43 connexins *four-cell stage gap junctions junction (2003) Cx43 communication connexins gap junctions (2068) Cx43 communication connexins gap junctions (2153) Cx43 *action potentials communication connexins gap junctions (2196) Cx43 communication connexins *extracellular Ca2 gap junctions (2247) Cx43 communication connexins *cortical plate gap junctions (2548) Cx43 *cell aggregates communication connexins gap junctions (2656) Cx43 connexins eight-cell stage gap junctions junction (2002) Cx43 connexins gap junctions junction (2069) Cx43 connexins gap junctions junction (2142) Cx43 *action potentials connexins gap junctions junction (2171) Cx43 connexins gap junctions junction (2225) Cx43 connexins gap junctions junction (2315) Cx43 *cardiac morphogenesis connexins gap junctions junction (2341) Cx43 connexins gap junctions junction (2314) Cx43 communication connexins gap junctions junction (2340) Cx43 communication connexins gap junctions (2413) Cx43 communication connexins gap junctions junction (2469) Cx43 communication connexins gap junctions junction (2414) Cx43 communication connexins gap junctions *vascular system (2546) Cx43 *cell density communication connexins junction (2579) Cx43 communication connexins gap junctions junction (2655) Cx43 connexins gap junctions *junction osteogenesis (2675) Cx43 connexins gap junctions osteogenesis (2545) Cx43 communication connexins gap junctions junction (2660) Cx43 connexins gap junctions *osteoblast differentiation osteogenesis (2846) Cx43 *confocal laser connexins gap junctions junction (2327) Cx43 *IC50 values communication connexins gap junctions (2635) Cx43 communication connexins gap junctions (2717) Cx43 communication connexins gap junctions junction ** knockdown (2754) Cx43 communication connexins gap junctions junction (2800) Cx43 communication connexins gap junctions junction (2845) Cx43 communication connexins gap junctions junction (2884) Cx43 communication connexins gap junctions junction (2911) Cx43 *communication connexins gap junctions junction (2935) Cx43 connexins gap junctions junction (2971) ** Cx43 connexins gap junctions junction Results : Strong regularities discovered in the evolution of the domains studied. (2695) P19 carcinoma embryonal carcinoma embryonal carcinoma cells retinoic acid (2657) Cx43 atrioventricular connexins gap junctions junction (2280) Bax apoptotic cell death death (2366) Bax apoptotic cell death death neuronal death (2221) Bax apoptotic death neuronal death (2297) apoptotic cell death cell death death neuronal death (2618) Bax TUNEL apoptosis apoptotic cell death death neuronal death (2350) cell death death neuronal death neurotoxicity (2060) Bax apoptosis apoptotic cell death (2732) cell death death neuronal death neuroprotection (2705) cell death death neuronal death neuroprotection *neurotoxicity (2454) Bax apoptosis apoptotic cell death (2222) apoptosis apoptotic cell death neuronal death (2279) apoptosis apoptotic cell death cell death neuronal death (2364) Bax apoptosis apoptotic cell death neuronal death (2400) Bax apoptosis apoptotic cell death (2481) DNA fragmentation TUNEL apoptotic cell death death (2169) DNA fragmentation apoptotic apoptotic cell death cell death (2863) TUNEL apoptosis apoptotic cell death death *parthenogenesis (2086) apoptotic apoptotic cell death cell death death neuronal death (2085) apoptosis apoptotic apoptotic cell death cell death sympathetic neurons (2045) *DNA fragmentation *TUNEL apoptosis apoptotic apoptotic cell death cell death death (2140) *H2O2 apoptotic apoptotic cell death cell death death (2087) apoptotic apoptotic cell death cell death death *sympathetic neurons (2138) H2O2 apoptotic cell death death neuronal death (2020) apoptotic cell death death neuronal death (2194) apoptosis apoptotic apoptotic cell death cell death tumor necrosis factor (2168) DNA fragmentation TUNEL apoptotic cell death (2195) apoptotic apoptotic cell death cell death death tumor necrosis factor (2276) DNA fragmentation TUNEL apoptosis apoptotic (2339) TUNEL apoptosis apoptotic cell death (2429) DNA fragmentation TUNEL apoptosis apoptotic cell death (2368) DNA fragmentation TUNEL apoptotic cell death death (2166) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2313) Bax TUNEL apoptosis apoptotic cell death (2349) Bax apoptosis cell death growth arrest (2270) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death (2277) apoptosis apoptotic apoptotic cell death cell death (2428) TUNEL apoptosis apoptotic apoptotic cell death cell death (2501) TUNEL apoptosis apoptotic cell death (2477) DNA fragmentation TUNEL apoptosis apoptotic cell death (2503) DNA fragmentation PCNA TUNEL apoptotic (2476) *DNA fragmentation apoptosis apoptotic apoptotic cell death cell death (2363) Bax apoptosis apoptotic apoptotic cell death cell death (2271) DNA fragmentation TUNEL apoptotic apoptotic cell death cell death death (2278) TUNEL apoptosis cell death neuronal death (2369) TUNEL apoptotic cell death death *retinal cells (2431) DNA fragmentation TUNEL apoptotic cell death death (2530) Bax apoptosis apoptotic apoptotic cell death cell death (2704) cell death death neuronal death neuroprotection *reactive oxygen species (2855) death neurodegenerative diseases neuronal death neuroprotection neurotoxicity (2775) cell death death neuronal death neuroprotection (2502) TUNEL apoptotic cell death death (2663) Bax apoptosis apoptotic apoptotic cell death cell death death (2774) AMPA cell death death neuronal death (2773) Bax TUNEL apoptosis apoptotic cell death death neuronal death (2532) Bax apoptosis apoptotic cell death neuronal death (2664) Bax apoptosis apoptotic cell death death *neuronal death (2193) Bax *TUNEL apoptosis apoptotic cell death (2220) Bax apoptosis apoptotic neuronal death (2298) cell death death neuronal death neurotoxicity (2159) Bax TUNEL apoptosis apoptotic cell death death (2043) Bax *TUNEL apoptosis apoptotic cell death death (2066) Bax apoptotic cell death death (2139) Bax *H2O2 apoptotic cell death death (2167) Bax apoptotic cell death death (2223) apoptotic cell death death neuronal death (2281) apoptotic apoptotic cell death cell death death (2367) *P7 apoptotic apoptotic cell death cell death death (2401) apoptotic death neuronal death neurotoxicity (2480) *DNA fragmentation apoptotic apoptotic cell death cell death death (2531) Bax apoptotic apoptotic cell death cell death death (2721) Bax apoptosis apoptotic apoptotic cell death cell death death (2885) ** TUNEL apoptosis apoptotic cell death death (2825) ** Bax DNA fragmentation TUNEL apoptosis apoptotic cell death death (2678) apoptotic apoptotic cell death cell death histone H3 (2768) *TUNEL apoptosis apoptotic apoptotic cell death cell death death (2836) cell death death neurodegenerative diseases neuronal death (2887) apoptosis apoptotic apoptotic cell death cell death death (2937) apoptosis ** apoptotic cell death death (2930) apoptosis apoptotic ** apoptotic cell death cell death death *growth arrest (2936) DNA fragmentation apoptosis ** apoptotic cell death (2919) DNA fragmentation apoptosis apoptotic cell death *growth arrest (2886) DNA fragmentation apoptosis apoptotic apoptotic cell death cell death (2869) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2662) TUNEL apoptosis apoptotic apoptotic cell death cell death death (2703) TUNEL apoptosis apoptotic cell death death (2819) apoptosis apoptotic apoptotic cell death *c-Myc cell death death (2767) DNA fragmentation TUNEL apoptosis apoptotic cell death death (2430) TUNEL apoptotic apoptotic cell death cell death death (2455) Bax apoptotic cell death death (2432) Bax apoptotic cell death death neuronal death (2365) Bax apoptotic apoptotic cell death cell death death (2402) apical ectodermal ridge apoptotic cell death cell death death (2533) Bax apoptotic cell death death neuronal death (2619) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2661) DNA fragmentation TUNEL apoptotic apoptotic cell death cell death death (2680) apoptotic apoptotic cell death death dopaminergic neurons (2479) *MNs apoptotic cell death death neuronal death (2677) DNA fragmentation TUNEL apoptosis apoptotic (2009) airway embryonic lung lung lung development (2059) airway embryonic lung lung lung development (2121) airway embryonic lung lung lung development (2201) airway embryonic lung lung lung development *type II (2231) airway embryonic lung lung lung development (2294) airway embryonic lung lung lung development (2347) airway embryonic lung lung lung development (2433) *TGF beta airway embryonic lung lung lung development (2475) *PCNA airway embryonic lung lung lung development (2517) airway embryonic lung lung lung development (2569) airway embryonic lung lung lung development (2628) airway embryonic lung lung lung development (2685) airway embryonic lung lung lung development (2734) airway embryonic lung lung lung development (2784) airway embryonic lung lung lung development (2839) airway embryonic lung lung lung development (2877) airway embryonic lung lung lung development (2796) airway embryonic lung extracellular matrix proteins lung development (2232) airway esophagus lung lung development (2295) airway embryonic lung esophagus lung (2743) airway embryonic lung lung development morphogenesis (2792) SHH embryonic lung lung development morphogenesis • Complex networks analysis, (2842) P19 carcinoma *cell cycle control embryonal carcinoma embryonal carcinoma cells (2797) airway embryonic lung lung development male embryos (2742) fatty acids lipid phospholipids triacylglycerol (2568) composition fatty acids phospholipids triacylglycerol (2654) cholesterol composition fatty acids phospholipids triacylglycerol (2679) cholesterol diet phospholipids triacylglycerol (2740) composition fatty acids phospholipids triacylglycerol (2684) composition fatty acids phospholipids triacylglycerol (2567) fatty acids lipid lipid peroxidation phospholipids (2459) fatty acids lipid lipid peroxidation phospholipids (2550) fatty acids lipid lipid peroxidation phospholipids triacylglycerol (2439) fatty acids lipid *mature seeds phospholipids triacylglycerol (2457) fatty acids lipid phospholipids triacylglycerol (2523) cholesterol composition phospholipids triacylglycerol (2608) cholesterol *diet fatty acids phospholipids triacylglycerol (2652) *biosynthesis cholesterol fatty acids phospholipids triacylglycerol (2460) composition fatty acids phospholipids triacylglycerol (2551) cholesterol fatty acids lipid phospholipids triacylglycerol (2587) cholesterol fatty acids lipid phospholipids triacylglycerol (2653) cholesterol fatty acids lipid phospholipids triacylglycerol (2682) fatty acids lipid phospholipids triacylglycerol (2458) cholesterol lipid phospholipids triacylglycerol (2683) cholesterol lipid phospholipids triacylglycerol (2857) fatty acids lipid phospholipids *reproductive performance triacylglycerol (2895) fatty acids lipid phospholipids triacylglycerol turtles (2789) fatty acids lipid phospholipids triacylglycerol (2856) *cholesterol fatty acids lipid phospholipids triacylglycerol (2588) cholesterol lipid phospholipids triacylglycerol *viviparity (2840) ear hair hair cells inner ear (2790) ear hair hair cells inner ear (2759) ear hair hair cells inner ear *otic vesicle (2711) ear hair hair cells inner ear *p75 (2014) ear hair hair cells inner ear (2062) ear hair hair cells inner ear (2126) ear hair hair cells inner ear (2202) *AMPA ear hair hair cells inner ear (2265) ear *epithelia hair hair cells inner ear (2329) *P0 ear hair hair cells inner ear (2348) ear hair hair cells inner ear (2438) ear *epitope hair hair cells inner ear (2461) ear hair hair cells inner ear (2547) ear hair hair cells inner ear *otic vesicle (2328) ear hair hair cells inner ear *p27 (2355) epithelia hair hair cells inner ear (2589) *axonal projections ear hair hair cells inner ear (2658) *P0 ear hair hair cells inner ear (2710) *Notch1 ear hair hair cells inner ear (2437) ear epithelia hair hair cells inner ear (2464) ear epithelia hair cells inner ear (2626) epithelia hair hair cells inner ear (2712) Notch1 ear epithelia hair cells inner ear (2741) epithelia hair hair cells inner ear (2791) epithelia hair hair cells hair follicles corpora (ex Embryology science > 200k papers), (2729) P19 carcinoma embryonal carcinoma embryonal carcinoma cells Phylomemies : reconstruction of science dynamics • Text-mining on large digital T ME 1991 2010 Chava a a and Co n H 2013 PLoS On // will this pave the ways toward new ways of interacting with large digitalized corpora ? D A D C HA A A A N U D M C OM D PA D (2883) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation (2730) carcinoma embryonal carcinoma embryonal carcinoma cells neural differentiation (2898) *RAR RXR embryonal carcinoma embryonal carcinoma cells retinoic acid (2747) DMSO P19 embryonal carcinoma embryonal carcinoma cells (2745) embryonal carcinoma embryonal carcinoma cells neural differentiation teratomas (2779) carcinoma embryonal carcinoma embryonal carcinoma cells teratomas (2731) RXR nuclear receptors retinoids thyroid hormone (2781) RAR RXR retinoids vitamin (2757) RAR retinoic acid retinoids retinol vitamin (3002) RA retinoic acid retinoic acid receptors retinol (2676) RA retinoic acid retinoids retinol (2817) RXR peroxisome retinoic acid retinoids retinol (2980) RAR ** RXR ligand receptor (2623) RAR RXR gamma retinoic acid receptors (2687) RAR RXR gamma retinoic acid receptors (2943) RAR RXR mesoderm induction retinoids (3003) RA RAR nuclear receptors retinoic acid (2868) RAR retinoic acid retinoic acid receptors retinoids retinol vitamin (2929) RA RAR RXR retinoic acid retinoids *teratogenic effects (2951) RAR RXR ligand *nuclear factor retinoic acid receptors (2979) RAR ** RXR receptor retinoic acid receptors (2692) RAR RXR retinoic acid receptors ureteric bud (2782) RXR retinoids retinol vitamin (2853) *anteroposterior axis retinoic acid retinoic acid receptors retinoids retinol (2893) RAR RXR retinoic acid receptors retinoids vitamin (2674) RA RAR RXR retinoic acid retinoic acid receptors retinoids retinol (2816) RXR retinoic acid retinoic acid receptors retinoids retinol (2702) retinoic acid retinoic acid receptors retinoids retinol vitamin (2956) RAR RXR *nuclear receptors receptor retinoic acid receptors (2988) RA RAR retinoic acid retinoids retinol (3001) RA RAR retinoic acid retinoic acid receptors (2880) retinoic acid retinoic acid receptors retinoids retinol (2806) RA RAR RXR retinoic acid retinoids (2671) RAR RXR retinoic acid 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retinoic acid receptors retinoids (2867) RAR RXR retinoic acid retinoic acid receptors retinoids vitamin (2882) RXR cardiac function retinoic acid retinoids (2906) RAR RXR gamma retinoic acid receptors (2970) RAR RXR nuclear receptors retinoic acid retinoic acid receptors retinoids retinol (2976) RAR ** RXR gamma retinoic acid receptors (2854) RAR acidic retinoic acid retinoic acid receptors retinol (2733) RAR acidic retinoic acid retinoic acid receptors (2783) RAR acidic retinoic acid retinoic acid receptors (2899) RAR RXR embryonal carcinoma cells retinoic acid retinoic acid receptors (2910) AFP RAR RXR retinoic acid receptors (2950) RAR RXR acidic retinoic acid retinoic acid receptors (2989) RAR ** RXR ** acidic retinoic acid retinoic acid receptors (2946) CI RAR RXR retinoic acid receptors retinoids (2881) RAR RXR nuclear receptors retinoids (2933) RAR RXR nuclear receptors retinoic acid retinoids *thyroid hormone (2870) RAR RXR nuclear receptors *peroxisome retinoic acid retinoic acid receptors retinoids (2818) RAR nuclear receptors retinoic acid retinoic acid receptors retinoids (2756) RAR RXR heterodimer retinoic acid receptors retinoids (2793) RAR heart failure retinoic acid receptors retinoids (2852) RAR RXR heterodimer nuclear receptors retinoic acid receptors (2799) RAR RXR heterodimer retinoic acid receptors (2828) P19 embryonal carcinoma cells neural differentiation pluripotent cells (2916) P19 RXR embryonal carcinoma embryonal carcinoma cells retinoic acid (2827) AChE P19 embryonal carcinoma embryonal carcinoma cells (2776) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation (2830) P19 embryonal carcinoma embryonal carcinoma cells endochondral ossification (2897) P19 *RAR embryonal carcinoma embryonal carcinoma cells retinoic acid (2814) DMSO P19 cell aggregates embryonal carcinoma cells neural differentiation (2744) P19 cell aggregates embryonal carcinoma embryonal carcinoma cells (2829) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2915) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation neural precursors (2638) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2746) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2778) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2841) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *pluripotent cells (2876) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2914) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation retinoic acid m (2944) P19 carcinoma embryonal carcinoma embryonal carcinoma cells • From digital humanities view point: (2913) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *neural differentiation (2952) RAR RXR ligand *nuclear receptors retinoic acid receptors (2873) IGF IGF-I follicular fluid insulin-like growth factor (2959) IGF IGF-I IGF-II insulin-like growth factor reproductive tract AN (2960) IGF IGF-I database insulin-like growth factor reproductive tract (2147) IGF IGF-I IGF-II *bovine preimplantation embryos insulin-like growth factor (2377) IGF IGF-I IGF-II insulin insulin-like growth factor (2321) IGF IGF-I IGF-II insulin insulin-like growth factor (2376) IGF IGF-I IGF-II IR insulin-like growth factor (2322) IGF IGF-I IR insulin insulin-like growth factor (2200) IGF IGF-I IGF-II IR insulin-like growth factor (2037) IGF IGF-I IGF-II insulin insulin-like growth factor (2103) IGF IGF-I IGF-II *IVF treatment insulin insulin-like growth factor (2146) IGF IGF-I IGF-II insulin insulin-like growth factor (2649) GH IGF IGF-I growth hormone insulin-like growth factor (2624) GH IGF fetal growth insulin-like growth factor (2374) GH IGF IGF-I insulin insulin-like growth factor (2074) IGF-I IGF-II fetal calf serum insulin-like growth factor (2036) IGF IGF-I IGF-II IR insulin-like growth factor (2081) IGF IGF-I IGF-II IR insulin (2573) GH fetal growth growth hormone insulin-like growth factor (2240) IGF IGF-I IGF-II relative abundance (2287) IGF IGF-II fetal growth insulin (2029) IGF IGF-I insulin-like growth factor relative abundance (2051) IGF IGF-I insulin-like growth factor relative abundance (2115) GH IGF insulin insulin-like growth factor (2216) GH IGF IGF-I IGF-II dairy cows insulin-like growth factor (2233) IGF IGF-I IGF-II cell growth (2423) *Akt IGF IGF-I IR insulin (2214) GH IGF IGF-I IGF-II growth hormone insulin-like growth factor (2266) GH IGF IGF-II glucocorticoids growth hormone (2953) amplification *bovine preimplantation embryos chain polymerase chain reaction primers (2242) IGF IGF-I ewes insulin-like growth factor (2346) IGF IGF-II fetal growth insulin-like growth factor (2241) IGF IGF-I IGF-II growth hormone (2361) GH IGF-I SDS-PAGE growth hormone (2412) GH SDS-PAGE buffalo growth hormone (2375) GH IGF IGF-I growth hormone *insulin-like growth factor (2405) GH IGF IGF-I growth hormone (2535) IGF IGF-I IGF-II insulin-like growth factor *total cell number (2406) GH IGF-I growth hormone oestrus (2512) IGF IGF-I IGF-II bovine preimplantation embryos (2472) IGF IGF-I IR insulin insulin-like growth factor (2558) GH IGF IGF-I IGF-II growth hormone insulin-like growth factor (2600) IGF IGF-I IGF-II *bovine preimplantation embryos insulin-like growth factor (2227) IGF dairy cows insulin insulin-like growth factor (2148) IGF IGF-I IGF-II IR *bovine preimplantation embryos (2215) GH IGF IGF-I IGF-II insulin insulin-like growth factor (2243) GH IGF IGF-II relative abundance (2421) IGF IGF-I IGF-II insulin insulin-like growth factor (2275) IGF IGF-I IGF-II IR insulin insulin-like growth factor (2570) IGF IGF-I IGF-II ii (2560) IGF IGF-I IGF-II *dairy cows growth hormone insulin-like growth factor (2422) IGF IGF-I IGF-II IR insulin (2471) IGF IGF-I IGF-II insulin insulin-like growth factor (2559) IGF IGF-I IGF-II growth hormone insulin insulin-like growth factor (2574) IGF-I fetal growth growth hormone insulin-like growth factor (2650) IGF IGF-I IGF-II insulin insulin-like growth factor (2617) IGF IGF-I IGF-II insulin insulin-like growth factor *serum-free medium (2424) IGF IGF-I IGF-II insulin-like growth factor *relative abundance (2822) IGF IGF-I IR insulin insulin-like growth factor *serum-free medium (2835) IGF IGF-II IR insulin-like growth factor (2907) IGF IGF-I IGF-II database (3004) amplification chain polymerase chain reaction primers (2755) IGF IGF-I IGF-II insulin insulin-like growth factor (2821) IGF IGF-I IGF-II insulin insulin-like growth factor *serum-free medium (2718) IGF IGF-I IGF-II *IR insulin insulin-like growth factor (2719) IGF IGF-I IGF-II *fetal growth insulin insulin-like growth factor (2918) IGF IGF-I insulin insulin-like growth factor ** porcine oocytes (2978) amplification chain polymerase chain reaction primers (2949) IGF IGF-I database insulin insulin-like growth factor (2900) IGF IGF-I IGF-II insulin insulin-like growth factor *undifferentiated state (2851) IGF IGF-I IGF-II insulin insulin-like growth factor (2826) GH IGF IGF-I IGF-II growth hormone insulin insulin-like growth factor (2892) IGF IGF-I IGF-II *diabetes insulin (2917) IGF IGF-I IGF-II insulin insulin-like growth factor (2948) IGF IGF-I IGF-II insulin insulin-like growth factor (3010) IGF IGF-I IGF-II insulin insulin-like growth factor (2998) IGF IGF-I IGF-II ** bovine blastocysts ** bovine preimplantation embryos insulin insulin-like growth factor (2864) GH IGF IGF-I *growth hormone insulin insulin-like growth factor (2875) GH IGF-II insulin insulin-like growth factor (2977) IGF IGF-II fetal growth insulin (3000) IGF fetal growth insulin insulin-like growth factor (2820) GH IGF-I IGF-II *IVF-ET growth hormone insulin-like growth factor (2874) IGF IGF-I insulin-like growth factor one-cell embryos What are the different evolutionary patterns across the different domains of science ? (2999) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2954) amplification bovine blastocysts bovine preimplantation embryos polymerase chain reaction primers (2990) ** bovine blastocysts ** bovine preimplantation embryos chain polymerase chain reaction ** transcription-polymerase chain reaction (2354) chain polymerase chain reaction primers reverse (2124) chain polymerase chain reaction primers reverse (2184) chain polymerase chain reaction primers transcriptase-polymerase chain reaction (2237) chain nucleotide sequence polymerase chain reaction primers (2301) chain polymerase chain reaction primers reverse (2236) chain polymerase chain reaction primers reverse (2183) chain polymerase chain reaction primers transcription-polymerase chain reaction (2264) Southern blot analysis chain polymerase chain reaction reverse transcription-polymerase chain reaction (2302) Southern blot analysis chain polymerase chain reaction transcription-polymerase chain reaction (2371) chain *fetal fibroblasts polymerase chain reaction reverse transcription-polymerase chain reaction (2435) chain polymerase chain reaction reverse transcription-polymerase chain reaction *turkeys (2786) chain polymerase chain reaction primers reverse (2894) chain human preimplantation embryos polymerase chain reaction reverse transcriptase-polymerase chain reaction (2837) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2482) chain polymerase chain reaction *primers reverse transcriptase-polymerase chain reaction (2522) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2586) bovine preimplantation embryos chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2632) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2681) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2736) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2787) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2010) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2088) chain *optic tectum polymerase chain reaction reverse transcription-polymerase chain reaction (2123) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2203) chain immunosorbent assay polymerase chain reaction reverse transcription-polymerase chain reaction (2230) optic tectum polymerase chain reaction reverse transcription-polymerase chain reaction (2326) chain *nucleotide sequence polymerase chain reaction reverse transcriptase-polymerase chain reaction (2353) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2403) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2739) chain polymerase chain reaction primers transcriptase-polymerase chain reaction (2404) chain polymerase chain reaction primers turkeys (2738) chain histone H3 polymerase chain reaction primers (2722) *ESCs chain polymerase chain reaction primers reverse transcription-polymerase chain reaction (2737) amplification chain polymerase chain reaction primers (2788) amplification chain polymerase chain reaction primers (2300) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2370) *benzo chain polymerase chain reaction reverse transcription-polymerase chain reaction (2436) chain *implantation sites polymerase chain reaction reverse transcription-polymerase chain reaction (2456) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2521) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2585) chain *human preimplantation embryos polymerase chain reaction reverse transcription-polymerase chain reaction (2633) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2709) chain polymerase chain reaction *preimplantation mouse embryos reverse transcription-polymerase chain reaction (2735) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2785) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2838) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2878) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2908) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2941) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2991) ** bovine blastocysts ** bovine preimplantation embryos polymerase chain reaction reverse ** transcription-polymerase chain reaction • From epistemological view point: (2987) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *neural differentiation (2001) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2067) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2125) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2204) chain immunosorbent assay polymerase chain reaction reverse transcriptase-polymerase chain reaction (2234) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2634) bovine preimplantation embryos polymerase chain reaction reverse transcriptase-polymerase chain reaction (2205) *ELISA immunosorbent assay polymerase chain reaction reverse transcriptase-polymerase chain reaction (2235) chain immunosorbent assay polymerase chain reaction transcriptase-polymerase chain reaction (2178) MMPs extracellular matrix matrix matrix metalloproteinases (2022) ECM extracellular extracellular matrix matrix (2097) ECM extracellular extracellular matrix integrin laminin matrix (2144) ECM extracellular extracellular matrix laminin matrix (2113) ECM extracellular matrix integrin laminin (2345) collagen extracellular matrix laminin type collagen (2317) collagen extracellular matrix extracellular matrix proteins matrix type collagen (2316) ECM extracellular extracellular matrix *glycosaminoglycans matrix (2249) extracellular extracellular matrix fibronectin *laminin matrix (2285) ECM basement membrane extracellular matrix laminin (2099) ECM extracellular matrix fibronectin integrin laminin matrix (2032) ECM extracellular matrix fibronectin integrin laminin (2713) *BM IV basement membrane laminin type collagen (2749) basement membrane fibronectin laminin type collagen (2034) ECM extracellular matrix fibronectin laminin matrix (2095) *ECM collagen extracellular matrix fibronectin laminin matrix (2112) extracellular matrix fibronectin laminin matrix (2254) extracellular matrix fibronectin integrin laminin matrix (2177) extracellular matrix fibronectin matrix type collagen (2096) *ECM collagen extracellular matrix fibronectin matrix type collagen (2145) extracellular matrix extracellular matrix proteins fibronectin matrix type collagen (2030) ECM collagen fibronectin laminin (2320) collagen extracellular matrix glycosaminoglycans matrix type collagen (2179) collagen fibronectin matrix type collagen (2110) collagen extracellular matrix matrix type collagen (2319) ECM collagen extracellular matrix *glycosaminoglycans matrix (2274) ECM basement membrane collagen extracellular matrix laminin matrix (2420) basement membrane collagen extracellular matrix matrix type collagen (2318) *ECM MMPs basement membrane extracellular matrix matrix (2342) MMPs basement membrane extracellular matrix matrix (2418) basement membrane collagen extracellular extracellular matrix matrix (2226) collagen extracellular matrix glycosaminoglycans matrix (2396) MMPs collagen extracellular matrix matrix (2372) ECM collagen extracellular matrix fibronectin matrix (2510) Src fibronectin focal adhesions integrin (2417) ECM collagen extracellular extracellular matrix matrix (2625) IV basement membrane laminin type collagen (2726) extracellular extracellular matrix extracellular matrix proteins reelin (2601) IV basement membrane collagen laminin type collagen (2639) basement membrane collagen laminin type collagen (2310) development central nervous system fibronectin integrin laminin (2394) ECM collagen extracellular matrix fibronectin (2555) basement membrane *extracellular extracellular matrix laminin matrix type collagen (2612) basement membrane collagen extracellular matrix laminin matrix type collagen (2107) basement membrane extracellular extracellular matrix extracellular matrix proteins (2012) extracellular extracellular matrix extracellular matrix proteins matrix (2101) basement membrane extracellular extracellular matrix extracellular matrix proteins *integrin matrix (2111) collagen extracellular matrix laminin matrix (2197) extracellular extracellular matrix extracellular matrix proteins matrix *type collagen (2024) extracellular extracellular matrix glycosaminoglycans matrix (2102) basement membrane extracellular extracellular matrix extracellular matrix proteins *glycosaminoglycans matrix (2109) extracellular extracellular matrix extracellular matrix proteins matrix (2373) ECM extracellular extracellular matrix fibronectin matrix (2272) ECM basement membrane extracellular extracellular matrix laminin matrix (2728) IV fibronectin laminin type collagen (2622) MMPs basement membrane extracellular matrix matrix (2494) extracellular matrix extracellular matrix proteins fibronectin focal adhesions integrin matrix (2509) ECM fibronectin focal adhesions integrin (2393) ECM extracellular matrix extracellular matrix proteins fibronectin (2549) ECM collagen laminin matrix type collagen (2580) ECM MMPs extracellular matrix matrix type collagen (2284) extracellular extracellular matrix fibronectin matrix (2410) ECM collagen fibronectin laminin (2947) basement membrane extracellular extracellular matrix matrix matrix metalloproteinases (2922) basement membrane extracellular extracellular matrix extracellular matrix proteins matrix (2889) *endochondral ossification extracellular extracellular matrix extracellular matrix proteins matrix (2646) ECM MMPs osteoblast differentiation type collagen (2696) *ECM extracellular extracellular matrix extracellular matrix proteins matrix (2802) extracellular extracellular matrix extracellular matrix proteins matrix ** reelin (2850) extracellular extracellular matrix extracellular matrix proteins *integrin matrix (2493) collagen extracellular extracellular matrix fibronectin matrix type collagen (2255) extracellular matrix extracellular matrix proteins fibronectin *integrin matrix (2198) ECM extracellular matrix fibronectin laminin matrix (2100) basement membrane extracellular extracellular matrix integrin laminin matrix (2114) extracellular matrix fibronectin integrin laminin (2199) ECM extracellular matrix fibronectin integrin laminin (2108) basement membrane extracellular extracellular matrix laminin (2938) extracellular extracellular matrix extracellular matrix proteins matrix (2923) extracellular extracellular matrix extracellular matrix proteins integrin matrix (2890) extracellular extracellular matrix extracellular matrix proteins matrix *type collagen (2525) collagen matrix proteoglycans type collagen (2343) collagen extracellular matrix fibronectin laminin (2398) collagen extracellular matrix fibronectin type collagen (2451) ECM MMPs extracellular matrix matrix (2507) ECM MMPs extracellular matrix matrix (2611) ECM extracellular matrix extracellular matrix proteins laminin matrix type collagen (2250) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2344) extracellular extracellular matrix extracellular matrix proteins matrix (2253) ECM extracellular matrix integrin laminin matrix (2491) ECM extracellular extracellular matrix fibronectin integrin matrix (2415) ECM extracellular extracellular matrix extracellular matrix proteins matrix (2283) extracellular extracellular matrix extracellular matrix proteins matrix (2176) ECM axonal outgrowth extracellular matrix laminin (2251) extracellular extracellular matrix glycosaminoglycans matrix proteoglycans (2286) glycosaminoglycans heparan sulfate matrix proteoglycans (2174) extracellular extracellular matrix heparan sulfate proteoglycans (2239) extracellular matrix glycosaminoglycans heparan sulfate proteoglycans (2175) extracellular glycosaminoglycans heparan sulfate proteoglycans (2047) ECM extracellular extracellular matrix proteoglycans (2023) ECM extracellular extracellular matrix proteoglycans (2143) ECM extracellular extracellular matrix matrix proteoglycans (2172) ECM extracellular extracellular matrix matrix (2098) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2033) ECM MMPs extracellular matrix matrix matrix metalloproteinases (2160) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2173) MMPs extracellular extracellular matrix matrix (2248) ECM MMPs extracellular extracellular matrix matrix (2333) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2252) ECM MMPs extracellular matrix matrix matrix metalloproteinases (2411) collagen fibronectin laminin type collagen (2492) extracellular extracellular matrix extracellular matrix proteins fibronectin *integrin matrix (2419) basement membrane extracellular extracellular matrix extracellular matrix proteins matrix (2553) ECM extracellular extracellular matrix fibronectin laminin matrix (3009) extracellular extracellular matrix extracellular matrix proteins matrix proteoglycans (2972) extracellular extracellular matrix extracellular matrix proteins matrix (2621) ECM extracellular matrix matrix proteoglycans (2699) extracellular extracellular matrix extracellular matrix proteins matrix *proteoglycans (2725) extracellular extracellular matrix extracellular matrix proteins matrix (2801) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2849) ECM extracellular extracellular matrix focal adhesions integrin (2891) *ECM extracellular matrix fibronectin focal adhesions integrin (2909) extracellular matrix fibronectin focal adhesions integrin (2955) BM basement membrane extracellular fibronectin laminin (2640) extracellular matrix proteins fibronectin laminin type collagen (2697) *cell behavior extracellular extracellular matrix extracellular matrix proteins matrix (2620) ECM extracellular matrix extracellular matrix proteins fibronectin integrin laminin type collagen (2673) extracellular extracellular matrix extracellular matrix proteins fibronectin integrin laminin matrix (2554) ECM extracellular extracellular matrix laminin matrix type collagen (2582) ECM extracellular extracellular matrix extracellular matrix proteins fibronectin (2665) ECM extracellular extracellular matrix fibronectin integrin matrix (2689) epithelial-mesenchymal transition fibronectin integrin laminin (2831) ECM extracellular extracellular matrix fibronectin (2888) ECM extracellular extracellular matrix fibronectin focal adhesions (2921) basement membrane extracellular extracellular matrix extracellular matrix proteins laminin (2939) extracellular extracellular matrix extracellular matrix proteins integrin (2974) basement membrane extracellular matrix heparan sulfate laminin (2805) ECM extracellular matrix *glycosaminoglycans matrix proteoglycans (2834) ECM extracellular matrix matrix proteoglycans (2932) extracellular extracellular matrix extracellular matrix proteins fibronectin integrin *laminin (2770) ECM extracellular extracellular matrix fibronectin *laminin matrix (2700) extracellular extracellular matrix fibronectin focal adhesions integrin (2534) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2490) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix *type collagen (2511) ECM fibronectin integrin laminin (2581) ECM extracellular extracellular matrix *extracellular matrix proteins matrix (2397) extracellular matrix extracellular matrix proteins fibronectin type collagen (2273) *basement membrane extracellular extracellular matrix extracellular matrix proteins matrix *proteoglycans (2416) ECM *extracellular extracellular matrix matrix matrix metalloproteinases (2452) MMPs extracellular matrix matrix matrix metalloproteinases (2385) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2395) MMPs extracellular matrix matrix matrix metalloproteinases (2610) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2508) MMPs extracellular matrix matrix matrix metalloproteinases (2848) ECM extracellular extracellular matrix *integrin matrix (2803) ECM extracellular extracellular matrix fibronectin matrix (2962) *ECM basement membrane extracellular extracellular matrix fibronectin laminin (2973) extracellular extracellular matrix extracellular matrix proteins fibronectin (2940) extracellular extracellular matrix fibronectin integrin (2931) ECM extracellular extracellular matrix fibronectin integrin laminin (2647) ECM MMPs extracellular extracellular matrix matrix (2698) ECM extracellular extracellular matrix fibronectin matrix (2769) ECM *chick embryo chorioallantoic membrane extracellular extracellular matrix fibronectin matrix (2804) ECM extracellular extracellular matrix *glycosaminoglycans matrix (2832) basement membrane extracellular extracellular matrix matrix (2871) ECM extracellular extracellular matrix matrix (2920) ECM extracellular extracellular matrix integrin matrix (2872) basement membrane extracellular matrix matrix type collagen (2648) MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2686) ECM MMPs fibronectin matrix (2780) MMPs extracellular extracellular matrix matrix (2833) MMPs extracellular matrix matrix matrix metalloproteinases (2727) extracellular extracellular matrix glycosaminoglycans matrix (2975) ** airway extracellular matrix fibronectin integrin (3008) ECM extracellular extracellular matrix matrix proteoglycans (2961) ECM *basement membrane extracellular extracellular matrix fibronectin matrix (2986) ECM *decidualization extracellular extracellular matrix matrix (3007) ECM etiology extracellular extracellular matrix matrix (2207) *CAM adhesion molecules cell adhesion cell adhesion molecules molecules (2188) adhesion molecules cell adhesion molecules growth cones molecules (2209) adhesion molecules cell adhesion cell adhesion molecules *extracellular domain molecules (2019) adhesion molecules cell adhesion molecules immunoglobulin molecules (2071) NCAM adhesion molecules immunoglobulin molecules (2130) adhesion molecules cell adhesion molecules immunoglobulin molecules (2187) adhesion molecules immunoglobulin molecules visual system (2261) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2325) adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2387) L1 adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2293) FGFRs adhesion molecules cell adhesion molecules molecules (2324) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2217) NCAM adhesion molecules cell adhesion cell adhesion molecules *immunoglobulin molecules (2357) adhesion molecules cell adhesion molecules immunoglobulin neurite extension (2190) N-cadherin NCAM cadherins cell adhesion (2129) N-cadherin adhesion molecules cell adhesion molecules (2042) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2092) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2155) *FGFRs NCAM adhesion molecules cell adhesion cell adhesion molecules (2212) NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules (2094) N-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules (2356) N-cadherin adhesion molecules cadherins cell adhesion (2093) N-cadherin adhesion molecules cell adhesion cell adhesion molecules *extracellular domain (2137) adhesion molecules cadherins cell adhesion cell adhesion molecules (2213) adhesion molecules cadherins cell adhesion cell adhesion molecules *extracellular domain (2260) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2331) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2358) N-cadherin adhesion molecules cell adhesion cell adhesion molecules (2304) adhesion molecules cell adhesion cell adhesion molecules platelets (2447) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2497) E-cadherin EMT N-cadherin adhesion molecules cadherins cell adhesion (2504) E E-cadherin EMT cadherins (2571) E-cadherin EMT cadherins cell adhesion (2449) E-cadherin N-cadherin cadherins junction (2528) E-cadherin EMT cadherins epithelial-mesenchymal transition (2572) E-cadherin cadherins epithelial-mesenchymal transition tumor progression (2445) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules olfactory placode (2690) E-cadherin N-cadherin cadherins hpf (2486) E-cadherin N-cadherin cadherins cell adhesion cell interactions (2488) E-cadherin adhesion molecules cadherins cell adhesion molecules cell-cell interactions (2524) E-cadherin N-cadherin cadherins junction (2616) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules *extracellular domain (2666) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2561) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2565) DC E E-cadherin cadherins (2667) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion molecules *epithelial-mesenchymal transition (2896) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules (2968) NCAM *P0 adhesion molecules cell adhesion cell adhesion molecules neural cells (2500) E-cadherin EMT adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2527) E-cadherin EMT cadherins tumor progression (2599) E-cadherin EMT beta-catenin cadherins tumor progression (2485) E-cadherin cadherins cell adhesion cell adhesion molecules cell interactions (2307) adhesion molecules cell adhesion cell adhesion molecules neurite extension (2229) NCAM adhesion molecules cell adhesion molecules platelets (2289) adhesion molecules cell adhesion molecules neural cells neurite extension (2359) adhesion molecules cell adhesion molecules neural cells olfactory placode (2040) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2090) *AMPA adhesion molecules cell adhesion cell adhesion molecules molecules (2154) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2031) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2091) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2208) adhesion molecules *animal caps cell adhesion cell adhesion molecules molecules (2288) NCAM adhesion molecules cell adhesion molecules neural cells (2228) NCAM adhesion molecules cell adhesion molecules neural cells (2484) adhesion molecules cadherins cell adhesion cell adhesion molecules cytoplasmic domain (2505) E-cadherin beta-catenin cadherins tumor progression (2595) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (3015) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells olfactory epithelium (2994) NCAM adhesion molecules cell adhesion cell adhesion molecules *endocrine cells neural cells (2723) L1 NCAM adhesion molecules cell adhesion molecules neural cells *neurite extension (2823) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells *olfactory placode (2843) L1 NCAM adhesion molecules cell adhesion molecules neural cells (2879) adhesion molecules cell adhesion molecules nervous system development neural cells (2985) NCAM adhesion molecules cell adhesion molecules ** endochondral ossification neural cells (2716) NCAM adhesion molecules cell adhesion molecules *dendritic cells neural cells (2752) L1 NCAM adhesion molecules cell adhesion molecules neural cells (2812) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2860) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2670) E-cadherin N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2537) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2136) N-cadherin adhesion molecules cadherins cell adhesion (2407) L1 adhesion molecules cell adhesion molecules retroviral vectors (2538) adhesion molecules cell adhesion cell adhesion molecules *major histocompatibility molecules (2984) NCAM adhesion molecules cell adhesion molecules higher proportion neural cells (2964) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2925) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2903) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2714) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2751) CAM L1 NCAM adhesion molecules cell adhesion molecules (2809) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (2858) *E-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2593) *BM adhesion molecules cell adhesion cell adhesion molecules molecules (2651) adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2615) adhesion molecules cell adhesion cell adhesion molecules *cytoplasmic domain immunoglobulin molecules (2388) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2446) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules *olfactory placode (2483) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2562) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2259) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (3011) CAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2901) CAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2924) CAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2958) CAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2993) L1 adhesion molecules cell adhesion cell adhesion molecules *endocrine cells neural cells (2766) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2861) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2813) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules (2596) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2389) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells *ventral side (2487) NCAM adhesion molecules cell adhesion cell adhesion molecules *cytoplasmic domain (2594) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (2440) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2473) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2539) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (3013) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2957) CAM L1 adhesion molecules cell adhesion molecules neural cells (2982) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2724) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2824) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules *olfactory placode (2772) N-cadherin NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2669) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2807) N-cadherin adhesion molecules cadherins cell adhesion molecules (2902) CAM N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2942) E-cadherin adhesion molecules cell adhesion molecules cell-cell interactions (2983) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (3012) adhesion molecules cell adhesion cell adhesion molecules molecules temporal expression patterns (2668) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2715) CAM N-cadherin adhesion molecules *cell adhesion cell adhesion molecules (2753) CAM N-cadherin NCAM adhesion molecules cell adhesion molecules (2808) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2912) N-cadherin adhesion molecules cadherins cell adhesion molecules cell-cell interactions (2969) N-cadherin adhesion molecules cadherins ** cardiac morphogenesis cell adhesion cell adhesion molecules (2992) CAM N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (3017) CAM N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2602) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2810) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion (2862) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2905) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2926) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2967) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (3014) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules (2811) E-cadherin N-cadherin adhesion molecules cell adhesion cell adhesion molecules (2859) E-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2927) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion molecules molecules (2965) N-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2996) N-cadherin NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (3016) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules olfactory epithelium (2189) NCAM adhesion molecules cell adhesion molecules neural cells (2966) E-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2997) E-cadherin N-cadherin NCAM adhesion molecules cadherins cell adhesion molecules (3018) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules can we scale this analysis to the whole science ? To other media ? How to study the multi-scale structure. (2777) P19 carcinoma embryonal carcinoma embryonal carcinoma cells • From computer science view point : (2627) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2489) E-cadherin N-cadherin adhesion molecules cadherins cell-cell interactions (2598) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion (2844) Cx43 *bovine preimplantation embryos connexins gap junctions junction (2847) Cx43 connexins *four-cell stage gap junctions junction (2003) Cx43 communication connexins gap junctions (2068) Cx43 communication connexins gap junctions (2153) Cx43 *action potentials communication connexins gap junctions (2196) Cx43 communication connexins *extracellular Ca2 gap junctions (2247) Cx43 communication connexins *cortical plate gap junctions (2548) Cx43 *cell aggregates communication connexins gap junctions (2656) Cx43 connexins eight-cell stage gap junctions junction (2002) Cx43 connexins gap junctions junction (2069) Cx43 connexins gap junctions junction (2142) Cx43 *action potentials connexins gap junctions junction (2171) Cx43 connexins gap junctions junction (2225) Cx43 connexins gap junctions junction (2315) Cx43 *cardiac morphogenesis connexins gap junctions junction (2341) Cx43 connexins gap junctions junction (2314) Cx43 communication connexins gap junctions junction (2340) Cx43 communication connexins gap junctions (2413) Cx43 communication connexins gap junctions junction (2469) Cx43 communication connexins gap junctions junction (2414) Cx43 communication connexins gap junctions *vascular system (2546) Cx43 *cell density communication connexins junction (2579) Cx43 communication connexins gap junctions junction (2655) Cx43 connexins gap junctions *junction osteogenesis (2675) Cx43 connexins gap junctions osteogenesis (2545) Cx43 communication connexins gap junctions junction (2660) Cx43 connexins gap junctions *osteoblast differentiation osteogenesis (2846) Cx43 *confocal laser connexins gap junctions junction (2327) Cx43 *IC50 values communication connexins gap junctions (2635) Cx43 communication connexins gap junctions (2717) Cx43 communication connexins gap junctions junction ** knockdown (2754) Cx43 communication connexins gap junctions junction (2800) Cx43 communication connexins gap junctions junction (2845) Cx43 communication connexins gap junctions junction (2884) Cx43 communication connexins gap junctions junction (2911) Cx43 *communication connexins gap junctions junction (2935) Cx43 connexins gap junctions junction (2971) ** Cx43 connexins gap junctions junction Questions : (2695) P19 carcinoma embryonal carcinoma embryonal carcinoma cells retinoic acid (2657) Cx43 atrioventricular connexins gap junctions junction (2280) Bax apoptotic cell death death (2366) Bax apoptotic cell death death neuronal death (2221) Bax apoptotic death neuronal death (2297) apoptotic cell death cell death death neuronal death (2618) Bax TUNEL apoptosis apoptotic cell death death neuronal death (2350) cell death death neuronal death neurotoxicity (2060) Bax apoptosis apoptotic cell death (2732) cell death death neuronal death neuroprotection (2705) cell death death neuronal death neuroprotection *neurotoxicity (2454) Bax apoptosis apoptotic cell death (2222) apoptosis apoptotic cell death neuronal death (2279) apoptosis apoptotic cell death cell death neuronal death (2364) Bax apoptosis apoptotic cell death neuronal death (2400) Bax apoptosis apoptotic cell death (2481) DNA fragmentation TUNEL apoptotic cell death death (2169) DNA fragmentation apoptotic apoptotic cell death cell death (2863) TUNEL apoptosis apoptotic cell death death *parthenogenesis (2086) apoptotic apoptotic cell death cell death death neuronal death (2085) apoptosis apoptotic apoptotic cell death cell death sympathetic neurons (2045) *DNA fragmentation *TUNEL apoptosis apoptotic apoptotic cell death cell death death (2140) *H2O2 apoptotic apoptotic cell death cell death death (2087) apoptotic apoptotic cell death cell death death *sympathetic neurons (2138) H2O2 apoptotic cell death death neuronal death (2020) apoptotic cell death death neuronal death (2194) apoptosis apoptotic apoptotic cell death cell death tumor necrosis factor (2168) DNA fragmentation TUNEL apoptotic cell death (2195) apoptotic apoptotic cell death cell death death tumor necrosis factor (2276) DNA fragmentation TUNEL apoptosis apoptotic (2339) TUNEL apoptosis apoptotic cell death (2429) DNA fragmentation TUNEL apoptosis apoptotic cell death (2368) DNA fragmentation TUNEL apoptotic cell death death (2166) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2313) Bax TUNEL apoptosis apoptotic cell death (2349) Bax apoptosis cell death growth arrest (2270) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death (2277) apoptosis apoptotic apoptotic cell death cell death (2428) TUNEL apoptosis apoptotic apoptotic cell death cell death (2501) TUNEL apoptosis apoptotic cell death (2477) DNA fragmentation TUNEL apoptosis apoptotic cell death (2503) DNA fragmentation PCNA TUNEL apoptotic (2476) *DNA fragmentation apoptosis apoptotic apoptotic cell death cell death (2363) Bax apoptosis apoptotic apoptotic cell death cell death (2271) DNA fragmentation TUNEL apoptotic apoptotic cell death cell death death (2278) TUNEL apoptosis cell death neuronal death (2369) TUNEL apoptotic cell death death *retinal cells (2431) DNA fragmentation TUNEL apoptotic cell death death (2530) Bax apoptosis apoptotic apoptotic cell death cell death (2704) cell death death neuronal death neuroprotection *reactive oxygen species (2855) death neurodegenerative diseases neuronal death neuroprotection neurotoxicity (2775) cell death death neuronal death neuroprotection (2502) TUNEL apoptotic cell death death (2663) Bax apoptosis apoptotic apoptotic cell death cell death death (2774) AMPA cell death death neuronal death (2773) Bax TUNEL apoptosis apoptotic cell death death neuronal death (2532) Bax apoptosis apoptotic cell death neuronal death (2664) Bax apoptosis apoptotic cell death death *neuronal death (2193) Bax *TUNEL apoptosis apoptotic cell death (2220) Bax apoptosis apoptotic neuronal death (2298) cell death death neuronal death neurotoxicity (2159) Bax TUNEL apoptosis apoptotic cell death death (2043) Bax *TUNEL apoptosis apoptotic cell death death (2066) Bax apoptotic cell death death (2139) Bax *H2O2 apoptotic cell death death (2167) Bax apoptotic cell death death (2223) apoptotic cell death death neuronal death (2281) apoptotic apoptotic cell death cell death death (2367) *P7 apoptotic apoptotic cell death cell death death (2401) apoptotic death neuronal death neurotoxicity (2480) *DNA fragmentation apoptotic apoptotic cell death cell death death (2531) Bax apoptotic apoptotic cell death cell death death (2721) Bax apoptosis apoptotic apoptotic cell death cell death death (2885) ** TUNEL apoptosis apoptotic cell death death (2825) ** Bax DNA fragmentation TUNEL apoptosis apoptotic cell death death (2678) apoptotic apoptotic cell death cell death histone H3 (2768) *TUNEL apoptosis apoptotic apoptotic cell death cell death death (2836) cell death death neurodegenerative diseases neuronal death (2887) apoptosis apoptotic apoptotic cell death cell death death (2937) apoptosis ** apoptotic cell death death (2930) apoptosis apoptotic ** apoptotic cell death cell death death *growth arrest (2936) DNA fragmentation apoptosis ** apoptotic cell death (2919) DNA fragmentation apoptosis apoptotic cell death *growth arrest (2886) DNA fragmentation apoptosis apoptotic apoptotic cell death cell death (2869) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2662) TUNEL apoptosis apoptotic apoptotic cell death cell death death (2703) TUNEL apoptosis apoptotic cell death death (2819) apoptosis apoptotic apoptotic cell death *c-Myc cell death death (2767) DNA fragmentation TUNEL apoptosis apoptotic cell death death (2430) TUNEL apoptotic apoptotic cell death cell death death (2455) Bax apoptotic cell death death (2432) Bax apoptotic cell death death neuronal death (2365) Bax apoptotic apoptotic cell death cell death death (2402) apical ectodermal ridge apoptotic cell death cell death death (2533) Bax apoptotic cell death death neuronal death (2619) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2661) DNA fragmentation TUNEL apoptotic apoptotic cell death cell death death (2680) apoptotic apoptotic cell death death dopaminergic neurons (2479) *MNs apoptotic cell death death neuronal death (2677) DNA fragmentation TUNEL apoptosis apoptotic (2009) airway embryonic lung lung lung development (2059) airway embryonic lung lung lung development (2121) airway embryonic lung lung lung development (2201) airway embryonic lung lung lung development *type II (2231) airway embryonic lung lung lung development (2294) airway embryonic lung lung lung development (2347) airway embryonic lung lung lung development (2433) *TGF beta airway embryonic lung lung lung development (2475) *PCNA airway embryonic lung lung lung development (2517) airway embryonic lung lung lung development (2569) airway embryonic lung lung lung development (2628) airway embryonic lung lung lung development (2685) airway embryonic lung lung lung development (2734) airway embryonic lung lung lung development (2784) airway embryonic lung lung lung development (2839) airway embryonic lung lung lung development (2877) airway embryonic lung lung lung development (2796) airway embryonic lung extracellular matrix proteins lung development (2232) airway esophagus lung lung development (2295) airway embryonic lung esophagus lung (2743) airway embryonic lung lung development morphogenesis (2792) SHH embryonic lung lung development morphogenesis • Complex networks analysis, (2842) P19 carcinoma *cell cycle control embryonal carcinoma embryonal carcinoma cells (2797) airway embryonic lung lung development male embryos (2460) composition fatty acids phospholipids triacylglycerol (2568) composition fatty acids phospholipids triacylglycerol (2654) cholesterol composition fatty acids phospholipids triacylglycerol (2679) cholesterol diet phospholipids triacylglycerol (2740) composition fatty acids phospholipids triacylglycerol (2684) composition fatty acids phospholipids triacylglycerol (2567) fatty acids lipid lipid peroxidation phospholipids (2459) fatty acids lipid lipid peroxidation phospholipids (2550) fatty acids lipid lipid peroxidation phospholipids triacylglycerol (2439) fatty acids lipid *mature seeds phospholipids triacylglycerol (2457) fatty acids lipid phospholipids triacylglycerol (2523) cholesterol composition phospholipids triacylglycerol (2608) cholesterol *diet fatty acids phospholipids triacylglycerol (2652) *biosynthesis cholesterol fatty acids phospholipids triacylglycerol (2683) cholesterol lipid phospholipids triacylglycerol (2857) fatty acids lipid phospholipids *reproductive performance triacylglycerol (2551) cholesterol fatty acids lipid phospholipids triacylglycerol (2587) cholesterol fatty acids lipid phospholipids triacylglycerol (2653) cholesterol fatty acids lipid phospholipids triacylglycerol (2682) fatty acids lipid phospholipids triacylglycerol (2742) fatty acids lipid phospholipids triacylglycerol (2789) fatty acids lipid phospholipids triacylglycerol (2458) cholesterol lipid phospholipids triacylglycerol (2588) cholesterol lipid phospholipids triacylglycerol *viviparity (2856) *cholesterol fatty acids lipid phospholipids triacylglycerol (2895) fatty acids lipid phospholipids triacylglycerol turtles (2840) ear hair hair cells inner ear (2790) ear hair hair cells inner ear (2759) ear hair hair cells inner ear *otic vesicle (2711) ear hair hair cells inner ear *p75 (2014) ear hair hair cells inner ear (2062) ear hair hair cells inner ear (2126) ear hair hair cells inner ear (2202) *AMPA ear hair hair cells inner ear (2265) ear *epithelia hair hair cells inner ear (2329) *P0 ear hair hair cells inner ear (2348) ear hair hair cells inner ear (2438) ear *epitope hair hair cells inner ear (2461) ear hair hair cells inner ear (2547) ear hair hair cells inner ear *otic vesicle (2328) ear hair hair cells inner ear *p27 (2355) epithelia hair hair cells inner ear (2589) *axonal projections ear hair hair cells inner ear (2658) *P0 ear hair hair cells inner ear (2710) *Notch1 ear hair hair cells inner ear (2437) ear epithelia hair hair cells inner ear (2464) ear epithelia hair cells inner ear (2626) epithelia hair hair cells inner ear (2712) Notch1 ear epithelia hair cells inner ear (2741) epithelia hair hair cells inner ear (2791) epithelia hair hair cells hair follicles corpora (ex Embryology science > 200k papers), (2729) P19 carcinoma embryonal carcinoma embryonal carcinoma cells Phylomemies : reconstruction of science dynamics • Text-mining on large digital T ME 1991 2010 Chava a a and Co n H 2013 PLoS On // will 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D A D C HA A A A N U D M C OM D PA D (2883) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation (2730) carcinoma embryonal carcinoma embryonal carcinoma cells neural differentiation (2898) *RAR RXR embryonal carcinoma embryonal carcinoma cells retinoic acid (2747) DMSO P19 embryonal carcinoma embryonal carcinoma cells (2745) embryonal carcinoma embryonal carcinoma cells neural differentiation teratomas (2779) carcinoma embryonal carcinoma embryonal carcinoma cells teratomas (2731) RXR nuclear receptors retinoids thyroid hormone (2781) RAR RXR retinoids vitamin (2757) RAR retinoic acid retinoids retinol vitamin (3002) RA retinoic acid retinoic acid receptors retinol (2676) RA retinoic acid retinoids retinol (2817) RXR peroxisome retinoic acid retinoids retinol (2980) RAR ** RXR ligand receptor (2623) RAR RXR gamma retinoic acid receptors (2687) RAR RXR gamma retinoic acid receptors (2943) RAR RXR mesoderm induction retinoids (3003) RA RAR nuclear receptors retinoic acid (2868) RAR retinoic acid retinoic acid receptors retinoids retinol vitamin (2929) RA RAR RXR retinoic acid retinoids *teratogenic effects (2951) RAR RXR ligand *nuclear factor retinoic acid receptors (2979) RAR ** RXR receptor retinoic acid receptors (2692) RAR RXR retinoic acid receptors ureteric bud (2782) RXR retinoids retinol vitamin (2853) *anteroposterior axis retinoic acid retinoic acid receptors retinoids retinol (2893) RAR RXR retinoic acid receptors retinoids vitamin (2674) RA RAR RXR retinoic acid retinoic acid receptors retinoids retinol (2816) RXR retinoic acid retinoic acid receptors retinoids retinol (2702) retinoic acid retinoic acid receptors retinoids retinol vitamin (2956) RAR RXR *nuclear receptors receptor retinoic acid receptors (2988) RA RAR retinoic acid retinoids retinol (3001) RA RAR retinoic acid retinoic acid receptors (2880) retinoic acid retinoic acid receptors retinoids retinol (2806) RA RAR RXR retinoic acid retinoids (2671) RAR RXR retinoic acid retinoids retinol vitamin (2771) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2701) RA RAR RXR retinoic acid retinoids (2866) RA RAR retinoic acid retinoic acid receptors retinoids retinol (2934) RAR RXR retinoic acid retinoic acid receptors retinoids retinol (2963) RAR RXR retinoic acid receptors retinoids retinol *vitamin (2995) RA RAR ** RXR retinoic acid retinoic acid receptors retinoids (3005) RAR nuclear receptors retinoic acid retinoids (2904) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2865) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2928) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2945) RA RAR RXR retinoic acid (2981) nuclear receptors retinoic acid retinoids retinol (3006) limb development retinoic acid retinoids retinol (2672) RAR RX (2815) RAR RXR retinoic acid retinoic acid receptors retinoids (2758) RAR retinoic acid retinoic acid receptors retinoids vitamin (2720) RAR RXR nuclear receptors retinoic acid retinoic acid receptors retinoids (2867) RAR RXR retinoic acid retinoic acid receptors retinoids vitamin (2882) RXR cardiac function retinoic acid retinoids (2906) RAR RXR gamma retinoic acid receptors (2970) RAR RXR nuclear receptors retinoic acid retinoic acid receptors retinoids retinol (2976) RAR ** RXR gamma retinoic acid receptors (2854) RAR acidic retinoic acid retinoic acid receptors retinol (2733) RAR acidic retinoic acid retinoic acid receptors (2783) RAR acidic retinoic acid retinoic acid receptors (2899) RAR RXR embryonal carcinoma cells retinoic acid retinoic acid receptors (2910) AFP RAR RXR retinoic acid receptors (2950) RAR RXR acidic retinoic acid retinoic acid receptors (2989) RAR ** RXR ** acidic retinoic acid retinoic acid receptors (2946) CI RAR RXR retinoic acid receptors retinoids (2881) RAR RXR nuclear receptors retinoids (2933) RAR RXR nuclear receptors retinoic acid retinoids *thyroid hormone (2870) RAR RXR nuclear receptors *peroxisome retinoic acid retinoic acid receptors retinoids (2818) RAR nuclear receptors retinoic acid retinoic acid receptors retinoids (2756) RAR RXR heterodimer retinoic acid receptors retinoids (2793) RAR heart failure retinoic acid receptors retinoids (2852) RAR RXR heterodimer nuclear receptors retinoic acid receptors (2799) RAR RXR heterodimer retinoic acid receptors (2828) P19 embryonal carcinoma cells neural differentiation pluripotent cells (2916) P19 RXR embryonal carcinoma embryonal carcinoma cells retinoic acid (2827) AChE P19 embryonal carcinoma embryonal carcinoma cells (2776) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation (2830) P19 embryonal carcinoma embryonal carcinoma cells endochondral ossification (2897) P19 *RAR embryonal carcinoma embryonal carcinoma cells retinoic acid (2814) DMSO P19 cell aggregates embryonal carcinoma cells neural differentiation (2744) P19 cell aggregates embryonal carcinoma embryonal carcinoma cells (2829) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2915) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation neural precursors (2638) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2746) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2778) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2841) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *pluripotent cells (2876) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2914) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation retinoic acid m (2944) P19 carcinoma embryonal carcinoma embryonal carcinoma cells • From digital humanities view point: (2913) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *neural differentiation (2952) RAR RXR ligand *nuclear receptors retinoic acid receptors (2873) IGF IGF-I follicular fluid insulin-like growth factor (2959) IGF IGF-I IGF-II insulin-like growth factor reproductive tract AN (2960) IGF IGF-I database insulin-like growth factor reproductive tract (2147) IGF IGF-I IGF-II *bovine preimplantation embryos insulin-like growth factor (2377) IGF IGF-I IGF-II insulin insulin-like growth factor (2321) IGF IGF-I IGF-II insulin insulin-like growth factor (2376) IGF IGF-I IGF-II IR insulin-like growth factor (2322) IGF IGF-I IR insulin insulin-like growth factor (2200) IGF IGF-I IGF-II IR insulin-like growth factor (2037) IGF IGF-I IGF-II insulin insulin-like growth factor (2103) IGF IGF-I IGF-II *IVF treatment insulin insulin-like growth factor (2146) IGF IGF-I IGF-II insulin insulin-like growth factor (2649) GH IGF IGF-I growth hormone insulin-like growth factor (2624) GH IGF fetal growth insulin-like growth factor (2374) GH IGF IGF-I insulin insulin-like growth factor (2074) IGF-I IGF-II fetal calf serum insulin-like growth factor (2036) IGF IGF-I IGF-II IR insulin-like growth factor (2081) IGF IGF-I IGF-II IR insulin (2573) GH fetal growth growth hormone insulin-like growth factor (2240) IGF IGF-I IGF-II relative abundance (2287) IGF IGF-II fetal growth insulin (2029) IGF IGF-I insulin-like growth factor relative abundance (2051) IGF IGF-I insulin-like growth factor relative abundance (2115) GH IGF insulin insulin-like growth factor (2216) GH IGF IGF-I IGF-II dairy cows insulin-like growth factor (2233) IGF IGF-I IGF-II cell growth (2423) *Akt IGF IGF-I IR insulin (2214) GH IGF IGF-I IGF-II growth hormone insulin-like growth factor (2266) GH IGF IGF-II glucocorticoids growth hormone (2953) amplification *bovine preimplantation embryos chain polymerase chain reaction primers (2242) IGF IGF-I ewes insulin-like growth factor (2346) IGF IGF-II fetal growth insulin-like growth factor (2241) IGF IGF-I IGF-II growth hormone (2361) GH IGF-I SDS-PAGE growth hormone (2412) GH SDS-PAGE buffalo growth hormone (2375) GH IGF IGF-I growth hormone *insulin-like growth factor (2405) GH IGF IGF-I growth hormone (2535) IGF IGF-I IGF-II insulin-like growth factor *total cell number (2406) GH IGF-I growth hormone oestrus (2512) IGF IGF-I IGF-II bovine preimplantation embryos (2472) IGF IGF-I IR insulin insulin-like growth factor (2558) GH IGF IGF-I IGF-II growth hormone insulin-like growth factor (2600) IGF IGF-I IGF-II *bovine preimplantation embryos insulin-like growth factor (2227) IGF dairy cows insulin insulin-like growth factor (2148) IGF IGF-I IGF-II IR *bovine preimplantation embryos (2215) GH IGF IGF-I IGF-II insulin insulin-like growth factor (2243) GH IGF IGF-II relative abundance (2421) IGF IGF-I IGF-II insulin insulin-like growth factor (2275) IGF IGF-I IGF-II IR insulin insulin-like growth factor (2570) IGF IGF-I IGF-II ii (2560) IGF IGF-I IGF-II *dairy cows growth hormone insulin-like growth factor (2422) IGF IGF-I IGF-II IR insulin (2471) IGF IGF-I IGF-II insulin insulin-like growth factor (2559) IGF IGF-I IGF-II growth hormone insulin insulin-like growth factor (2574) IGF-I fetal growth growth hormone insulin-like growth factor (2650) IGF IGF-I IGF-II insulin insulin-like growth factor (2617) IGF IGF-I IGF-II insulin insulin-like growth factor *serum-free medium (2424) IGF IGF-I IGF-II insulin-like growth factor *relative abundance (2822) IGF IGF-I IR insulin insulin-like growth factor *serum-free medium (2835) IGF IGF-II IR insulin-like growth factor (2907) IGF IGF-I IGF-II database (3004) amplification chain polymerase chain reaction primers (2755) IGF IGF-I IGF-II insulin insulin-like growth factor (2821) IGF IGF-I IGF-II insulin insulin-like growth factor *serum-free medium (2718) IGF IGF-I IGF-II *IR insulin insulin-like growth factor (2719) IGF IGF-I IGF-II *fetal growth insulin insulin-like growth factor (2918) IGF IGF-I insulin insulin-like growth factor ** porcine oocytes (2978) amplification chain polymerase chain reaction primers (2949) IGF IGF-I database insulin insulin-like growth factor (2900) IGF IGF-I IGF-II insulin insulin-like growth factor *undifferentiated state (2851) IGF IGF-I IGF-II insulin insulin-like growth factor (2826) GH IGF IGF-I IGF-II growth hormone insulin insulin-like growth factor (2892) IGF IGF-I IGF-II *diabetes insulin (2917) IGF IGF-I IGF-II insulin insulin-like growth factor (2948) IGF IGF-I IGF-II insulin insulin-like growth factor (3010) IGF IGF-I IGF-II insulin insulin-like growth factor (2998) IGF IGF-I IGF-II ** bovine blastocysts ** bovine preimplantation embryos insulin insulin-like growth factor (2864) GH IGF IGF-I *growth hormone insulin insulin-like growth factor (2875) GH IGF-II insulin insulin-like growth factor (2977) IGF IGF-II fetal growth insulin (3000) IGF fetal growth insulin insulin-like growth factor (2820) GH IGF-I IGF-II *IVF-ET growth hormone insulin-like growth factor (2874) IGF IGF-I insulin-like growth factor one-cell embryos What are the different evolutionary patterns across the different domains of science ? (2999) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2954) amplification bovine blastocysts bovine preimplantation embryos polymerase chain reaction primers (2990) ** bovine blastocysts ** bovine preimplantation embryos chain polymerase chain reaction ** transcription-polymerase chain reaction (2354) chain polymerase chain reaction primers reverse (2124) chain polymerase chain reaction primers reverse (2184) chain polymerase chain reaction primers transcriptase-polymerase chain reaction (2237) chain nucleotide sequence polymerase chain reaction primers (2301) chain polymerase chain reaction primers reverse (2236) chain polymerase chain reaction primers reverse (2183) chain polymerase chain reaction primers transcription-polymerase chain reaction (2264) Southern blot analysis chain polymerase chain reaction reverse transcription-polymerase chain reaction (2302) Southern blot analysis chain polymerase chain reaction transcription-polymerase chain reaction (2371) chain 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(2317) collagen extracellular matrix extracellular matrix proteins matrix type collagen (2316) ECM extracellular extracellular matrix *glycosaminoglycans matrix (2249) extracellular extracellular matrix fibronectin *laminin matrix (2285) ECM basement membrane extracellular matrix laminin (2099) ECM extracellular matrix fibronectin integrin laminin matrix (2032) ECM extracellular matrix fibronectin integrin laminin (2713) *BM IV basement membrane laminin type collagen (2749) basement membrane fibronectin laminin type collagen (2034) ECM extracellular matrix fibronectin laminin matrix (2095) *ECM collagen extracellular matrix fibronectin laminin matrix (2112) extracellular matrix fibronectin laminin matrix (2254) extracellular matrix fibronectin integrin laminin matrix (2177) extracellular matrix fibronectin matrix type collagen (2096) *ECM collagen extracellular matrix fibronectin matrix type collagen (2145) extracellular matrix extracellular matrix proteins fibronectin matrix type 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extracellular matrix proteins matrix (2889) *endochondral ossification extracellular extracellular matrix extracellular matrix proteins matrix (2646) ECM MMPs osteoblast differentiation type collagen (2696) *ECM extracellular extracellular matrix extracellular matrix proteins matrix (2802) extracellular extracellular matrix extracellular matrix proteins matrix ** reelin (2850) extracellular extracellular matrix extracellular matrix proteins *integrin matrix (2493) collagen extracellular extracellular matrix fibronectin matrix type collagen (2255) extracellular matrix extracellular matrix proteins fibronectin *integrin matrix (2198) ECM extracellular matrix fibronectin laminin matrix (2100) basement membrane extracellular extracellular matrix integrin laminin matrix (2114) extracellular matrix fibronectin integrin laminin (2199) ECM extracellular matrix fibronectin integrin laminin (2108) basement membrane extracellular extracellular matrix laminin (2938) extracellular extracellular matrix extracellular matrix proteins matrix (2923) extracellular extracellular matrix extracellular matrix proteins integrin matrix (2890) extracellular extracellular matrix extracellular matrix proteins matrix *type collagen (2525) collagen matrix proteoglycans type collagen (2343) collagen extracellular matrix fibronectin laminin (2398) collagen extracellular matrix fibronectin type collagen (2451) ECM MMPs extracellular matrix matrix (2507) ECM MMPs extracellular matrix matrix (2611) ECM extracellular matrix extracellular matrix proteins laminin matrix type collagen (2250) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2344) extracellular extracellular matrix extracellular matrix proteins matrix (2253) ECM extracellular matrix integrin laminin matrix (2491) ECM extracellular extracellular matrix fibronectin integrin matrix (2415) ECM extracellular extracellular matrix extracellular matrix proteins matrix (2283) extracellular extracellular matrix extracellular matrix proteins matrix (2176) ECM axonal outgrowth extracellular matrix laminin (2251) extracellular extracellular matrix glycosaminoglycans matrix proteoglycans (2286) glycosaminoglycans heparan sulfate matrix proteoglycans (2174) extracellular extracellular matrix heparan sulfate proteoglycans (2239) extracellular matrix glycosaminoglycans heparan sulfate proteoglycans (2175) extracellular glycosaminoglycans heparan sulfate proteoglycans (2047) ECM extracellular extracellular matrix proteoglycans (2023) ECM extracellular extracellular matrix proteoglycans (2143) ECM extracellular extracellular matrix matrix proteoglycans (2172) ECM extracellular extracellular matrix matrix (2098) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2033) ECM MMPs extracellular matrix matrix matrix metalloproteinases (2160) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2173) MMPs extracellular extracellular matrix matrix (2248) ECM MMPs extracellular extracellular matrix matrix (2333) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2252) ECM MMPs extracellular matrix matrix matrix metalloproteinases (2411) collagen fibronectin laminin type collagen (2492) extracellular extracellular matrix extracellular matrix proteins fibronectin *integrin matrix (2419) basement membrane extracellular extracellular matrix extracellular matrix proteins matrix (2553) ECM extracellular extracellular matrix fibronectin laminin matrix (3009) extracellular extracellular matrix extracellular matrix proteins matrix proteoglycans (2972) extracellular extracellular matrix extracellular matrix proteins matrix (2621) ECM extracellular matrix matrix proteoglycans (2699) extracellular extracellular matrix extracellular matrix proteins matrix *proteoglycans (2725) extracellular extracellular matrix extracellular matrix proteins matrix (2801) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2849) ECM extracellular extracellular matrix focal adhesions integrin (2891) *ECM extracellular matrix fibronectin focal adhesions integrin (2909) extracellular matrix fibronectin focal adhesions integrin (2955) BM basement membrane extracellular fibronectin laminin (2640) extracellular matrix proteins fibronectin laminin type collagen (2697) *cell behavior extracellular extracellular matrix extracellular matrix proteins matrix (2620) ECM extracellular matrix extracellular matrix proteins fibronectin integrin laminin type collagen (2673) extracellular extracellular matrix extracellular matrix proteins fibronectin integrin laminin matrix (2554) ECM extracellular extracellular matrix laminin matrix type collagen (2582) ECM extracellular extracellular matrix extracellular matrix proteins fibronectin (2665) ECM extracellular extracellular matrix fibronectin integrin matrix (2689) epithelial-mesenchymal transition fibronectin integrin laminin (2831) ECM extracellular extracellular matrix fibronectin (2888) ECM extracellular extracellular matrix fibronectin focal adhesions (2921) basement membrane extracellular extracellular matrix extracellular matrix proteins laminin (2939) extracellular extracellular matrix extracellular matrix proteins integrin (2974) basement membrane extracellular matrix heparan sulfate laminin (2805) ECM extracellular matrix *glycosaminoglycans matrix proteoglycans (2834) ECM extracellular matrix matrix proteoglycans (2932) extracellular extracellular matrix extracellular matrix proteins fibronectin integrin *laminin (2770) ECM extracellular extracellular matrix fibronectin *laminin matrix (2700) extracellular extracellular matrix fibronectin focal adhesions integrin (2534) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2490) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix *type collagen (2511) ECM fibronectin integrin laminin (2581) ECM extracellular extracellular matrix *extracellular matrix proteins matrix (2397) extracellular matrix extracellular matrix proteins fibronectin type collagen (2273) *basement membrane extracellular extracellular matrix extracellular matrix proteins matrix *proteoglycans (2416) ECM *extracellular extracellular matrix matrix matrix metalloproteinases (2452) MMPs extracellular matrix matrix matrix metalloproteinases (2385) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2395) MMPs extracellular matrix matrix matrix metalloproteinases (2610) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2508) MMPs extracellular matrix matrix matrix metalloproteinases (2848) ECM extracellular extracellular matrix *integrin matrix (2803) ECM extracellular extracellular matrix fibronectin matrix (2962) *ECM basement membrane extracellular extracellular matrix fibronectin laminin (2973) extracellular extracellular matrix extracellular matrix proteins fibronectin (2940) extracellular extracellular matrix fibronectin integrin (2931) ECM extracellular extracellular matrix fibronectin integrin laminin (2647) ECM MMPs extracellular extracellular matrix matrix (2698) ECM extracellular extracellular matrix fibronectin matrix (2769) ECM *chick embryo chorioallantoic membrane extracellular extracellular matrix fibronectin matrix (2804) ECM extracellular extracellular matrix *glycosaminoglycans matrix (2832) basement membrane extracellular extracellular matrix matrix (2871) ECM extracellular extracellular matrix matrix (2920) ECM extracellular extracellular matrix integrin matrix (2872) basement membrane extracellular matrix matrix type collagen (2648) MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2686) ECM MMPs fibronectin matrix (2780) MMPs extracellular extracellular matrix matrix (2833) MMPs extracellular matrix matrix matrix metalloproteinases (2727) extracellular extracellular matrix glycosaminoglycans matrix (2975) ** airway extracellular matrix fibronectin integrin (3008) ECM extracellular extracellular matrix matrix proteoglycans (2961) ECM *basement membrane extracellular extracellular matrix fibronectin matrix (2986) ECM *decidualization extracellular extracellular matrix matrix (3007) ECM etiology extracellular extracellular matrix matrix (2207) *CAM adhesion molecules cell adhesion cell adhesion molecules molecules (2188) adhesion molecules cell adhesion molecules growth cones molecules (2209) adhesion molecules cell adhesion cell adhesion molecules *extracellular domain molecules (2019) adhesion molecules cell adhesion molecules immunoglobulin molecules (2071) NCAM adhesion molecules immunoglobulin molecules (2130) adhesion molecules cell adhesion molecules immunoglobulin molecules (2187) adhesion molecules immunoglobulin molecules visual system (2261) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2325) adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2387) L1 adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2293) FGFRs adhesion molecules cell adhesion molecules molecules (2324) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2217) NCAM adhesion molecules cell adhesion cell adhesion molecules *immunoglobulin molecules (2357) adhesion molecules cell adhesion molecules immunoglobulin neurite extension (2190) N-cadherin NCAM cadherins cell adhesion (2129) N-cadherin adhesion molecules cell adhesion molecules (2042) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2092) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2155) *FGFRs NCAM adhesion molecules cell adhesion cell adhesion molecules (2212) NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules (2094) N-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules (2356) N-cadherin adhesion molecules cadherins cell adhesion (2093) N-cadherin adhesion molecules cell adhesion cell adhesion molecules *extracellular domain (2137) adhesion molecules cadherins cell adhesion cell adhesion molecules (2213) adhesion molecules cadherins cell adhesion cell adhesion molecules *extracellular domain (2260) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2331) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2358) N-cadherin adhesion molecules cell adhesion cell adhesion molecules (2304) adhesion molecules cell adhesion cell adhesion molecules platelets (2447) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2497) E-cadherin EMT N-cadherin adhesion molecules cadherins cell adhesion (2504) E E-cadherin EMT cadherins (2571) E-cadherin EMT cadherins cell adhesion (2449) E-cadherin N-cadherin cadherins junction (2528) E-cadherin EMT cadherins epithelial-mesenchymal transition (2572) E-cadherin cadherins epithelial-mesenchymal transition tumor progression (2445) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules olfactory placode (2690) E-cadherin N-cadherin cadherins hpf (2486) E-cadherin N-cadherin cadherins cell adhesion cell interactions (2488) E-cadherin adhesion molecules cadherins cell adhesion molecules cell-cell interactions (2524) E-cadherin N-cadherin cadherins junction (2616) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules *extracellular domain (2666) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2561) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2565) DC E E-cadherin cadherins (2667) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion molecules *epithelial-mesenchymal transition (2896) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules (2968) NCAM *P0 adhesion molecules cell adhesion cell adhesion molecules neural cells (2500) E-cadherin EMT adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2527) E-cadherin EMT cadherins tumor progression (2599) E-cadherin EMT beta-catenin cadherins tumor progression (2485) E-cadherin cadherins cell adhesion cell adhesion molecules cell interactions (2307) adhesion molecules cell adhesion cell adhesion molecules neurite extension (2229) NCAM adhesion molecules cell adhesion molecules platelets (2289) adhesion molecules cell adhesion molecules neural cells neurite extension (2359) adhesion molecules cell adhesion molecules neural cells olfactory placode (2040) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2090) *AMPA adhesion molecules cell adhesion cell adhesion molecules molecules (2154) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2031) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2091) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2208) adhesion molecules *animal caps cell adhesion cell adhesion molecules molecules (2288) NCAM adhesion molecules cell adhesion molecules neural cells (2228) NCAM adhesion molecules cell adhesion molecules neural cells (2484) adhesion molecules cadherins cell adhesion cell adhesion molecules cytoplasmic domain (2505) E-cadherin beta-catenin cadherins tumor progression (2595) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (3015) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells olfactory epithelium (2994) NCAM adhesion molecules cell adhesion cell adhesion molecules *endocrine cells neural cells (2723) L1 NCAM adhesion molecules cell adhesion molecules neural cells *neurite extension (2823) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells *olfactory placode (2843) L1 NCAM adhesion molecules cell adhesion molecules neural cells (2879) adhesion molecules cell adhesion molecules nervous system development neural cells (2985) NCAM adhesion molecules cell adhesion molecules ** endochondral ossification neural cells (2716) NCAM adhesion molecules cell adhesion molecules *dendritic cells neural cells (2752) L1 NCAM adhesion molecules cell adhesion molecules neural cells (2812) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2860) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2670) E-cadherin N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2537) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2136) N-cadherin adhesion molecules cadherins cell adhesion (2407) L1 adhesion molecules cell adhesion molecules retroviral vectors (2538) adhesion molecules cell adhesion cell adhesion molecules *major histocompatibility molecules (2984) NCAM adhesion molecules cell adhesion molecules higher proportion neural cells (2964) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2925) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2903) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2714) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2751) CAM L1 NCAM adhesion molecules cell adhesion molecules (2809) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (2858) *E-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2593) *BM adhesion molecules cell adhesion cell adhesion molecules molecules (2651) adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2615) adhesion molecules cell adhesion cell adhesion molecules *cytoplasmic domain immunoglobulin molecules (2388) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2446) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules *olfactory placode (2483) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2562) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2259) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (3011) CAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2901) CAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2924) CAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2958) CAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2993) L1 adhesion molecules cell adhesion cell adhesion molecules *endocrine cells neural cells (2766) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2861) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2813) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules (2596) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2389) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells *ventral side (2487) NCAM adhesion molecules cell adhesion cell adhesion molecules *cytoplasmic domain (2594) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (2440) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2473) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2539) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (3013) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2957) CAM L1 adhesion molecules cell adhesion molecules neural cells (2982) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2724) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2824) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules *olfactory placode (2772) N-cadherin NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2669) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2807) N-cadherin adhesion molecules cadherins cell adhesion molecules (2902) CAM N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2942) E-cadherin adhesion molecules cell adhesion molecules cell-cell interactions (2983) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (3012) adhesion molecules cell adhesion cell adhesion molecules molecules temporal expression patterns (2668) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2715) CAM N-cadherin adhesion molecules *cell adhesion cell adhesion molecules (2753) CAM N-cadherin NCAM adhesion molecules cell adhesion molecules (2808) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2912) N-cadherin adhesion molecules cadherins cell adhesion molecules cell-cell interactions (2969) N-cadherin adhesion molecules cadherins ** cardiac morphogenesis cell adhesion cell adhesion molecules (2992) CAM N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (3017) CAM N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2602) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2810) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion (2862) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2905) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2926) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2967) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (3014) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules (2811) E-cadherin N-cadherin adhesion molecules cell adhesion cell adhesion molecules (2859) E-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2927) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion molecules molecules (2965) N-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2996) N-cadherin NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (3016) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules olfactory epithelium (2189) NCAM adhesion molecules cell adhesion molecules neural cells (2966) E-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2997) E-cadherin N-cadherin NCAM adhesion molecules cadherins cell adhesion molecules (3018) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules can we scale this analysis to the whole science ? To other media ? How to study the multi-scale structure. (2777) P19 carcinoma embryonal carcinoma embryonal carcinoma cells • From computer science view point : (2627) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2489) E-cadherin N-cadherin adhesion molecules cadherins cell-cell interactions (2598) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion (2844) Cx43 *bovine preimplantation embryos connexins gap junctions junction (2847) Cx43 connexins *four-cell stage gap junctions junction (2003) Cx43 communication connexins gap junctions (2068) Cx43 communication connexins gap junctions (2153) Cx43 *action potentials communication connexins gap junctions (2196) Cx43 communication connexins *extracellular Ca2 gap junctions (2247) Cx43 communication connexins *cortical plate gap junctions (2548) Cx43 *cell aggregates communication connexins gap junctions (2656) Cx43 connexins eight-cell stage gap junctions junction (2002) Cx43 connexins gap junctions junction (2069) Cx43 connexins gap junctions junction (2142) Cx43 *action potentials connexins gap junctions junction (2171) Cx43 connexins gap junctions junction (2225) Cx43 connexins gap junctions junction (2315) Cx43 *cardiac morphogenesis connexins gap junctions junction (2341) Cx43 connexins gap junctions junction (2314) Cx43 communication connexins gap junctions junction (2340) Cx43 communication connexins gap junctions (2413) Cx43 communication connexins gap junctions junction (2469) Cx43 communication connexins gap junctions junction (2414) Cx43 communication connexins gap junctions *vascular system (2546) Cx43 *cell density communication connexins junction (2579) Cx43 communication connexins gap junctions junction (2655) Cx43 connexins gap junctions *junction osteogenesis (2675) Cx43 connexins gap junctions osteogenesis (2545) Cx43 communication connexins gap junctions junction (2660) Cx43 connexins gap junctions *osteoblast differentiation osteogenesis (2846) Cx43 *confocal laser connexins gap junctions junction (2327) Cx43 *IC50 values communication connexins gap junctions (2635) Cx43 communication connexins gap junctions (2717) Cx43 communication connexins gap junctions junction ** knockdown (2754) Cx43 communication connexins gap junctions junction (2800) Cx43 communication connexins gap junctions junction (2845) Cx43 communication connexins gap junctions junction (2884) Cx43 communication connexins gap junctions junction (2911) Cx43 *communication connexins gap junctions junction (2935) Cx43 connexins gap junctions junction (2971) ** Cx43 connexins gap junctions junction Questions : (2695) P19 carcinoma embryonal carcinoma embryonal carcinoma cells retinoic acid (2657) Cx43 atrioventricular connexins gap junctions junction (2280) Bax apoptotic cell death death (2366) Bax apoptotic cell death death neuronal death (2221) Bax apoptotic death neuronal death (2297) apoptotic cell death cell death death neuronal death (2618) Bax TUNEL apoptosis apoptotic cell death death neuronal death (2350) cell death death neuronal death neurotoxicity (2060) Bax apoptosis apoptotic cell death (2732) cell death death neuronal death neuroprotection (2705) cell death death neuronal death neuroprotection *neurotoxicity (2454) Bax apoptosis apoptotic cell death (2222) apoptosis apoptotic cell death neuronal death (2279) apoptosis apoptotic cell death cell death neuronal death (2364) Bax apoptosis apoptotic cell death neuronal death (2400) Bax apoptosis apoptotic cell death (2481) DNA fragmentation TUNEL apoptotic cell death death (2169) DNA fragmentation apoptotic apoptotic cell death cell death (2863) TUNEL apoptosis apoptotic cell death death *parthenogenesis (2086) apoptotic apoptotic cell death cell death death neuronal death (2085) apoptosis apoptotic apoptotic cell death cell death sympathetic neurons (2045) *DNA fragmentation *TUNEL apoptosis apoptotic apoptotic cell death cell death death (2140) *H2O2 apoptotic apoptotic cell death cell death death (2087) apoptotic apoptotic cell death cell death death *sympathetic neurons (2138) H2O2 apoptotic cell death death neuronal death (2020) apoptotic cell death death neuronal death (2194) apoptosis apoptotic apoptotic cell death cell death tumor necrosis factor (2168) DNA fragmentation TUNEL apoptotic cell death (2195) apoptotic apoptotic cell death cell death death tumor necrosis factor (2276) DNA fragmentation TUNEL apoptosis apoptotic (2339) TUNEL apoptosis apoptotic cell death (2429) DNA fragmentation TUNEL apoptosis apoptotic cell death (2368) DNA fragmentation TUNEL apoptotic cell death death (2166) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2313) Bax TUNEL apoptosis apoptotic cell death (2349) Bax apoptosis cell death growth arrest (2270) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death (2277) apoptosis apoptotic apoptotic cell death cell death (2428) TUNEL apoptosis apoptotic apoptotic cell death cell death (2501) TUNEL apoptosis apoptotic cell death (2477) DNA fragmentation TUNEL apoptosis apoptotic cell death (2503) DNA fragmentation PCNA TUNEL apoptotic (2476) *DNA fragmentation apoptosis apoptotic apoptotic cell death cell death (2363) Bax apoptosis apoptotic apoptotic cell death cell death (2271) DNA fragmentation TUNEL apoptotic apoptotic cell death cell death death (2278) TUNEL apoptosis cell death neuronal death (2369) TUNEL apoptotic cell death death *retinal cells (2431) DNA fragmentation TUNEL apoptotic cell death death (2530) Bax apoptosis apoptotic apoptotic cell death cell death (2704) cell death death neuronal death neuroprotection *reactive oxygen species (2855) death neurodegenerative diseases neuronal death neuroprotection neurotoxicity (2775) cell death death neuronal death neuroprotection (2502) TUNEL apoptotic cell death death (2663) Bax apoptosis apoptotic apoptotic cell death cell death death (2774) AMPA cell death death neuronal death (2773) Bax TUNEL apoptosis apoptotic cell death death neuronal death (2532) Bax apoptosis apoptotic cell death neuronal death (2664) Bax apoptosis apoptotic cell death death *neuronal death (2193) Bax *TUNEL apoptosis apoptotic cell death (2220) Bax apoptosis apoptotic neuronal death (2298) cell death death neuronal death neurotoxicity (2159) Bax TUNEL apoptosis apoptotic cell death death (2043) Bax *TUNEL apoptosis apoptotic cell death death (2066) Bax apoptotic cell death death (2139) Bax *H2O2 apoptotic cell death death (2167) Bax apoptotic cell death death (2223) apoptotic cell death death neuronal death (2281) apoptotic apoptotic cell death cell death death (2367) *P7 apoptotic apoptotic cell death cell death death (2401) apoptotic death neuronal death neurotoxicity (2480) *DNA fragmentation apoptotic apoptotic cell death cell death death (2531) Bax apoptotic apoptotic cell death cell death death (2721) Bax apoptosis apoptotic apoptotic cell death cell death death (2885) ** TUNEL apoptosis apoptotic cell death death (2825) ** Bax DNA fragmentation TUNEL apoptosis apoptotic cell death death (2678) apoptotic apoptotic cell death cell death histone H3 (2768) *TUNEL apoptosis apoptotic apoptotic cell death cell death death (2836) cell death death neurodegenerative diseases neuronal death (2887) apoptosis apoptotic apoptotic cell death cell death death (2937) apoptosis ** apoptotic cell death death (2930) apoptosis apoptotic ** apoptotic cell death cell death death *growth arrest (2936) DNA fragmentation apoptosis ** apoptotic cell death (2919) DNA fragmentation apoptosis apoptotic cell death *growth arrest (2886) DNA fragmentation apoptosis apoptotic apoptotic cell death cell death (2869) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2662) TUNEL apoptosis apoptotic apoptotic cell death cell death death (2703) TUNEL apoptosis apoptotic cell death death (2819) apoptosis apoptotic apoptotic cell death *c-Myc cell death death (2767) DNA fragmentation TUNEL apoptosis apoptotic cell death death (2430) TUNEL apoptotic apoptotic cell death cell death death (2455) Bax apoptotic cell death death (2432) Bax apoptotic cell death death neuronal death (2365) Bax apoptotic apoptotic cell death cell death death (2402) apical ectodermal ridge apoptotic cell death cell death death (2533) Bax apoptotic cell death death neuronal death (2619) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2661) DNA fragmentation TUNEL apoptotic apoptotic cell death cell death death (2680) apoptotic apoptotic cell death death dopaminergic neurons (2479) *MNs apoptotic cell death death neuronal death (2677) DNA fragmentation TUNEL apoptosis apoptotic (2009) airway embryonic lung lung lung development (2059) airway embryonic lung lung lung development (2121) airway embryonic lung lung lung development (2201) airway embryonic lung lung lung development *type II (2231) airway embryonic lung lung lung development (2294) airway embryonic lung lung lung development (2347) airway embryonic lung lung lung development (2433) *TGF beta airway embryonic lung lung lung development (2475) *PCNA airway embryonic lung lung lung development (2517) airway embryonic lung lung lung development (2569) airway embryonic lung lung lung development (2628) airway embryonic lung lung lung development (2685) airway embryonic lung lung lung development (2734) airway embryonic lung lung lung development (2784) airway embryonic lung lung lung development (2839) airway embryonic lung lung lung development (2877) airway embryonic lung lung lung development (2796) airway embryonic lung extracellular matrix proteins lung development (2232) airway esophagus lung lung development (2295) airway embryonic lung esophagus lung (2743) airway embryonic lung lung development morphogenesis (2792) SHH embryonic lung lung development morphogenesis • Complex networks analysis, (2842) P19 carcinoma *cell cycle control embryonal carcinoma embryonal carcinoma cells (2797) airway embryonic lung lung development 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*reproductive performance triacylglycerol (2551) cholesterol fatty acids lipid phospholipids triacylglycerol (2587) cholesterol fatty acids lipid phospholipids triacylglycerol (2653) cholesterol fatty acids lipid phospholipids triacylglycerol (2682) fatty acids lipid phospholipids triacylglycerol (2742) fatty acids lipid phospholipids triacylglycerol (2789) fatty acids lipid phospholipids triacylglycerol (2458) cholesterol lipid phospholipids triacylglycerol (2588) cholesterol lipid phospholipids triacylglycerol *viviparity (2856) *cholesterol fatty acids lipid phospholipids triacylglycerol (2895) fatty acids lipid phospholipids triacylglycerol turtles (2840) ear hair hair cells inner ear (2790) ear hair hair cells inner ear (2759) ear hair hair cells inner ear *otic vesicle (2711) ear hair hair cells inner ear *p75 (2014) ear hair hair cells inner ear (2062) ear hair hair cells inner ear (2126) ear hair hair cells inner ear (2202) *AMPA ear hair hair cells inner ear (2265) ear 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this pave the ways toward new ways of interacting with large digitalized corpora ? D A D C HA A A A N U D M C OM D PA D (2883) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation (2730) carcinoma embryonal carcinoma embryonal carcinoma cells neural differentiation (2898) *RAR RXR embryonal carcinoma embryonal carcinoma cells retinoic acid (2747) DMSO P19 embryonal carcinoma embryonal carcinoma cells (2745) embryonal carcinoma embryonal carcinoma cells neural differentiation teratomas (2779) carcinoma embryonal carcinoma embryonal carcinoma cells teratomas (2731) RXR nuclear receptors retinoids thyroid hormone (2781) RAR RXR retinoids vitamin (2757) RAR retinoic acid retinoids retinol vitamin (3002) RA retinoic acid retinoic acid receptors retinol (2676) RA retinoic acid retinoids retinol (2817) RXR peroxisome retinoic acid retinoids retinol (2980) RAR ** RXR ligand receptor (2623) RAR RXR gamma retinoic acid receptors (2687) RAR RXR gamma retinoic acid receptors (2943) RAR RXR mesoderm induction retinoids (3003) RA RAR nuclear receptors retinoic acid (2868) RAR retinoic acid retinoic acid receptors retinoids retinol vitamin (2929) RA RAR RXR retinoic acid retinoids *teratogenic effects (2951) RAR RXR ligand *nuclear factor retinoic acid receptors (2979) RAR ** RXR receptor retinoic acid receptors (2692) RAR RXR retinoic acid receptors ureteric bud (2782) RXR retinoids retinol vitamin (2853) *anteroposterior axis retinoic acid retinoic acid receptors retinoids retinol (2893) RAR RXR retinoic acid receptors retinoids vitamin (2674) RA RAR RXR retinoic acid retinoic acid receptors retinoids retinol (2816) RXR retinoic acid retinoic acid receptors retinoids retinol (2702) retinoic acid retinoic acid receptors retinoids retinol vitamin (2956) RAR RXR *nuclear receptors receptor retinoic acid receptors (2988) RA RAR retinoic acid retinoids retinol (3001) RA RAR retinoic acid retinoic acid receptors (2880) retinoic acid retinoic acid receptors retinoids retinol (2806) RA RAR RXR retinoic acid retinoids (2671) RAR RXR retinoic acid retinoids retinol vitamin (2771) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2701) RA RAR RXR retinoic acid retinoids (2866) RA RAR retinoic acid retinoic acid receptors retinoids retinol (2934) RAR RXR retinoic acid retinoic acid receptors retinoids retinol (2963) RAR RXR retinoic acid receptors retinoids retinol *vitamin (2995) RA RAR ** RXR retinoic acid retinoic acid receptors retinoids (3005) RAR nuclear receptors retinoic acid retinoids (2904) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2865) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2928) RA RAR RXR retinoic acid retinoic acid receptors retinoids (2945) RA RAR RXR retinoic acid (2981) nuclear receptors retinoic acid retinoids retinol (3006) limb development retinoic acid retinoids retinol (2672) RAR RX (2815) RAR RXR retinoic acid retinoic acid receptors retinoids (2758) RAR retinoic acid retinoic acid receptors retinoids vitamin (2720) RAR RXR nuclear receptors retinoic acid retinoic acid receptors retinoids (2867) RAR RXR retinoic acid retinoic acid receptors retinoids vitamin (2882) RXR cardiac function retinoic acid retinoids (2906) RAR RXR gamma retinoic acid receptors (2970) RAR RXR nuclear receptors retinoic acid retinoic acid receptors retinoids retinol (2976) RAR ** RXR gamma retinoic acid receptors (2854) RAR acidic retinoic acid retinoic acid receptors retinol (2733) RAR acidic retinoic acid retinoic acid receptors (2783) RAR acidic retinoic acid retinoic acid receptors (2899) RAR RXR embryonal carcinoma cells retinoic acid retinoic acid receptors (2910) AFP RAR RXR retinoic acid receptors (2950) RAR RXR acidic retinoic acid retinoic acid receptors (2989) RAR ** RXR ** acidic retinoic acid retinoic acid receptors (2946) CI RAR RXR retinoic acid receptors retinoids (2881) RAR RXR nuclear receptors retinoids (2933) RAR RXR nuclear receptors retinoic acid retinoids *thyroid hormone (2870) RAR RXR nuclear receptors *peroxisome retinoic acid retinoic acid receptors retinoids (2818) RAR nuclear receptors retinoic acid retinoic acid receptors retinoids (2756) RAR RXR heterodimer retinoic acid receptors retinoids (2793) RAR heart failure retinoic acid receptors retinoids (2852) RAR RXR heterodimer nuclear receptors retinoic acid receptors (2799) RAR RXR heterodimer retinoic acid receptors (2828) P19 embryonal carcinoma cells neural differentiation pluripotent cells (2916) P19 RXR embryonal carcinoma embryonal carcinoma cells retinoic acid (2827) AChE P19 embryonal carcinoma embryonal carcinoma cells (2776) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation (2830) P19 embryonal carcinoma embryonal carcinoma cells endochondral ossification (2897) P19 *RAR embryonal carcinoma embryonal carcinoma cells retinoic acid (2814) DMSO P19 cell aggregates embryonal carcinoma cells neural differentiation (2744) P19 cell aggregates embryonal carcinoma embryonal carcinoma cells (2829) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2915) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation neural precursors (2638) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2746) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2778) P19 embryonal carcinoma embryonal carcinoma cells retinoic acid (2841) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *pluripotent cells (2876) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2914) P19 embryonal carcinoma embryonal carcinoma cells neural differentiation retinoic acid m (2944) P19 carcinoma embryonal carcinoma embryonal carcinoma cells • From digital humanities view point: (2913) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *neural differentiation (2952) RAR RXR ligand *nuclear receptors retinoic acid receptors (2873) IGF IGF-I follicular fluid insulin-like growth factor (2959) IGF IGF-I IGF-II insulin-like growth factor reproductive tract AN (2960) IGF IGF-I database insulin-like growth factor reproductive tract (2147) IGF IGF-I IGF-II *bovine preimplantation embryos insulin-like growth factor (2377) IGF IGF-I IGF-II insulin insulin-like growth factor (2321) IGF IGF-I IGF-II insulin insulin-like growth factor (2376) IGF IGF-I IGF-II IR insulin-like growth factor (2322) IGF IGF-I IR insulin insulin-like growth factor (2200) IGF IGF-I IGF-II IR insulin-like growth factor (2037) IGF IGF-I IGF-II insulin insulin-like growth factor (2103) IGF IGF-I IGF-II *IVF treatment insulin insulin-like growth factor (2146) IGF IGF-I IGF-II insulin insulin-like growth factor (2649) GH IGF IGF-I growth hormone insulin-like growth factor (2624) GH IGF fetal growth insulin-like growth factor (2374) GH IGF IGF-I insulin insulin-like growth factor (2074) IGF-I IGF-II fetal calf serum insulin-like growth factor (2036) IGF IGF-I IGF-II IR insulin-like growth factor (2081) IGF IGF-I IGF-II IR insulin (2573) GH fetal growth growth hormone insulin-like growth factor (2240) IGF IGF-I IGF-II relative abundance (2287) IGF IGF-II fetal growth insulin (2029) IGF IGF-I insulin-like growth factor relative abundance (2051) IGF IGF-I insulin-like growth factor relative abundance (2115) GH IGF insulin insulin-like growth factor (2216) GH IGF IGF-I IGF-II dairy cows insulin-like growth factor (2233) IGF IGF-I IGF-II cell growth (2423) *Akt IGF IGF-I IR insulin (2214) GH IGF IGF-I IGF-II growth hormone insulin-like growth factor (2266) GH IGF IGF-II glucocorticoids growth hormone (2953) amplification *bovine preimplantation embryos chain polymerase chain reaction primers (2242) IGF IGF-I ewes insulin-like growth factor (2346) IGF IGF-II fetal growth insulin-like growth factor (2241) IGF IGF-I IGF-II growth hormone (2361) GH IGF-I SDS-PAGE growth hormone (2412) GH SDS-PAGE buffalo growth hormone (2375) GH IGF IGF-I growth hormone *insulin-like growth factor (2405) GH IGF IGF-I growth hormone (2535) IGF IGF-I IGF-II insulin-like growth factor *total cell number (2406) GH IGF-I growth hormone oestrus (2512) IGF IGF-I IGF-II bovine preimplantation embryos (2472) IGF IGF-I IR insulin insulin-like growth factor (2558) GH IGF IGF-I IGF-II growth hormone insulin-like growth factor (2600) IGF IGF-I IGF-II *bovine preimplantation embryos insulin-like growth factor (2227) IGF dairy cows insulin insulin-like growth factor (2148) IGF IGF-I IGF-II IR *bovine preimplantation embryos (2215) GH IGF IGF-I IGF-II insulin insulin-like growth factor (2243) GH IGF IGF-II relative abundance (2421) IGF IGF-I IGF-II insulin insulin-like growth factor (2275) IGF IGF-I IGF-II IR insulin insulin-like growth factor (2570) IGF IGF-I IGF-II ii (2560) IGF IGF-I IGF-II *dairy cows growth hormone insulin-like growth factor (2422) IGF IGF-I IGF-II IR insulin (2471) IGF IGF-I IGF-II insulin insulin-like growth factor (2559) IGF IGF-I IGF-II growth hormone insulin insulin-like growth factor (2574) IGF-I fetal growth growth hormone insulin-like growth factor (2650) IGF IGF-I IGF-II insulin insulin-like growth factor (2617) IGF IGF-I IGF-II insulin insulin-like growth factor *serum-free medium (2424) IGF IGF-I IGF-II insulin-like growth factor *relative abundance (2822) IGF IGF-I IR insulin insulin-like growth factor *serum-free medium (2835) IGF IGF-II IR insulin-like growth factor (2907) IGF IGF-I IGF-II database (3004) amplification chain polymerase chain reaction primers (2755) IGF IGF-I IGF-II insulin insulin-like growth factor (2821) IGF IGF-I IGF-II insulin insulin-like growth factor *serum-free medium (2718) IGF IGF-I IGF-II *IR insulin insulin-like growth factor (2719) IGF IGF-I IGF-II *fetal growth insulin insulin-like growth factor (2918) IGF IGF-I insulin insulin-like growth factor ** porcine oocytes (2978) amplification chain polymerase chain reaction primers (2949) IGF IGF-I database insulin insulin-like growth factor (2900) IGF IGF-I IGF-II insulin insulin-like growth factor *undifferentiated state (2851) IGF IGF-I IGF-II insulin insulin-like growth factor (2826) GH IGF IGF-I IGF-II growth hormone insulin insulin-like growth factor (2892) IGF IGF-I IGF-II *diabetes insulin (2917) IGF IGF-I IGF-II insulin insulin-like growth factor (2948) IGF IGF-I IGF-II insulin insulin-like growth factor (3010) IGF IGF-I IGF-II insulin insulin-like growth factor (2998) IGF IGF-I IGF-II ** bovine blastocysts ** bovine preimplantation embryos insulin insulin-like growth factor (2864) GH IGF IGF-I *growth hormone insulin insulin-like growth factor (2875) GH IGF-II insulin insulin-like growth factor (2977) IGF IGF-II fetal growth insulin (3000) IGF fetal growth insulin insulin-like growth factor (2820) GH IGF-I IGF-II *IVF-ET growth hormone insulin-like growth factor (2874) IGF IGF-I insulin-like growth factor one-cell embryos What are the different evolutionary patterns across the different domains of science ? (2999) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2954) amplification bovine blastocysts bovine preimplantation embryos polymerase chain reaction primers (2990) ** bovine blastocysts ** bovine preimplantation embryos chain polymerase chain reaction ** transcription-polymerase chain reaction (2354) chain polymerase chain reaction primers reverse (2124) chain polymerase chain reaction primers reverse (2184) chain polymerase chain reaction primers transcriptase-polymerase chain reaction (2237) chain nucleotide sequence polymerase chain reaction primers (2301) chain polymerase chain reaction primers reverse (2236) chain polymerase chain reaction primers reverse (2183) chain polymerase chain reaction primers transcription-polymerase chain reaction (2264) Southern blot analysis chain polymerase chain reaction reverse transcription-polymerase chain reaction (2302) Southern blot analysis chain polymerase chain reaction transcription-polymerase chain reaction (2371) chain *fetal fibroblasts polymerase chain reaction reverse transcription-polymerase chain reaction (2435) chain polymerase chain reaction reverse transcription-polymerase chain reaction *turkeys (2786) chain polymerase chain reaction primers reverse (2894) chain human preimplantation embryos polymerase chain reaction reverse transcriptase-polymerase chain reaction (2837) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2482) chain polymerase chain reaction *primers reverse transcriptase-polymerase chain reaction (2522) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2586) bovine preimplantation embryos chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2632) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2681) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2736) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2787) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2010) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2088) chain *optic tectum polymerase chain reaction reverse transcription-polymerase chain reaction (2123) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2203) chain immunosorbent assay polymerase chain reaction reverse transcription-polymerase chain reaction (2230) optic tectum polymerase chain reaction reverse transcription-polymerase chain reaction (2326) chain *nucleotide sequence polymerase chain reaction reverse transcriptase-polymerase chain reaction (2353) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2403) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2739) chain polymerase chain reaction primers transcriptase-polymerase chain reaction (2404) chain polymerase chain reaction primers turkeys (2738) chain histone H3 polymerase chain reaction primers (2722) *ESCs chain polymerase chain reaction primers reverse transcription-polymerase chain reaction (2737) amplification chain polymerase chain reaction primers (2788) amplification chain polymerase chain reaction primers (2300) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2370) *benzo chain polymerase chain reaction reverse transcription-polymerase chain reaction (2436) chain *implantation sites polymerase chain reaction reverse transcription-polymerase chain reaction (2456) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2521) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2585) chain *human preimplantation embryos polymerase chain reaction reverse transcription-polymerase chain reaction (2633) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2709) chain polymerase chain reaction *preimplantation mouse embryos reverse transcription-polymerase chain reaction (2735) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2785) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2838) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2878) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2908) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2941) chain polymerase chain reaction reverse transcription-polymerase chain reaction (2991) ** bovine blastocysts ** bovine preimplantation embryos polymerase chain reaction reverse ** transcription-polymerase chain reaction • From epistemological view point: (2987) P19 carcinoma embryonal carcinoma embryonal carcinoma cells *neural differentiation (2001) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2067) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2125) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2204) chain immunosorbent assay polymerase chain reaction reverse transcriptase-polymerase chain reaction (2234) chain polymerase chain reaction reverse transcriptase-polymerase chain reaction (2634) bovine preimplantation embryos polymerase chain reaction reverse transcriptase-polymerase chain reaction (2205) *ELISA immunosorbent assay polymerase chain reaction reverse transcriptase-polymerase chain reaction (2235) chain immunosorbent assay polymerase chain reaction transcriptase-polymerase chain reaction (2178) MMPs extracellular matrix matrix matrix metalloproteinases (2022) ECM extracellular extracellular matrix matrix (2097) ECM extracellular extracellular matrix integrin laminin matrix (2144) ECM extracellular extracellular matrix laminin matrix (2113) ECM extracellular matrix integrin laminin (2345) collagen extracellular matrix laminin type collagen (2317) collagen extracellular matrix extracellular matrix proteins matrix type collagen (2316) ECM extracellular extracellular matrix *glycosaminoglycans matrix (2249) extracellular extracellular matrix fibronectin *laminin matrix (2285) ECM basement membrane extracellular matrix laminin (2099) ECM extracellular matrix fibronectin integrin laminin matrix (2032) ECM extracellular matrix fibronectin integrin laminin (2713) *BM IV basement membrane laminin type collagen (2749) basement membrane fibronectin laminin type collagen (2034) ECM extracellular matrix fibronectin laminin matrix (2095) *ECM collagen extracellular matrix fibronectin laminin matrix (2112) extracellular matrix fibronectin laminin matrix (2254) extracellular matrix fibronectin integrin laminin matrix (2177) extracellular matrix fibronectin matrix type collagen (2096) *ECM collagen extracellular matrix fibronectin matrix type collagen (2145) extracellular matrix extracellular matrix proteins fibronectin matrix type collagen (2030) ECM collagen fibronectin laminin (2320) collagen extracellular matrix glycosaminoglycans matrix type collagen (2179) collagen fibronectin matrix type collagen (2110) collagen extracellular matrix matrix type collagen (2319) ECM collagen extracellular matrix *glycosaminoglycans matrix (2274) ECM basement membrane collagen extracellular matrix laminin matrix (2420) basement membrane collagen extracellular matrix matrix type collagen (2318) *ECM MMPs basement membrane extracellular matrix matrix (2342) MMPs basement membrane extracellular matrix matrix (2418) basement membrane collagen extracellular extracellular matrix matrix (2226) collagen extracellular matrix glycosaminoglycans matrix (2396) MMPs collagen extracellular matrix matrix (2372) ECM collagen extracellular matrix fibronectin matrix (2510) Src fibronectin focal adhesions integrin (2417) ECM collagen extracellular extracellular matrix matrix (2625) IV basement membrane laminin type collagen (2726) extracellular extracellular matrix extracellular matrix proteins reelin (2601) IV basement membrane collagen laminin type collagen (2639) basement membrane collagen laminin type collagen (2310) development central nervous system fibronectin integrin laminin (2394) ECM collagen extracellular matrix fibronectin (2555) basement membrane *extracellular extracellular matrix laminin matrix type collagen (2612) basement membrane collagen extracellular matrix laminin matrix type collagen (2107) basement membrane extracellular extracellular matrix extracellular matrix proteins (2012) extracellular extracellular matrix extracellular matrix proteins matrix (2101) basement membrane extracellular extracellular matrix extracellular matrix proteins *integrin matrix (2111) collagen extracellular matrix laminin matrix (2197) extracellular extracellular matrix extracellular matrix proteins matrix *type collagen (2024) extracellular extracellular matrix glycosaminoglycans matrix (2102) basement membrane extracellular extracellular matrix extracellular matrix proteins *glycosaminoglycans matrix (2109) extracellular extracellular matrix extracellular matrix proteins matrix (2373) ECM extracellular extracellular matrix fibronectin matrix (2272) ECM basement membrane extracellular extracellular matrix laminin matrix (2728) IV fibronectin laminin type collagen (2622) MMPs basement membrane extracellular matrix matrix (2494) extracellular matrix extracellular matrix proteins fibronectin focal adhesions integrin matrix (2509) ECM fibronectin focal adhesions integrin (2393) ECM extracellular matrix extracellular matrix proteins fibronectin (2549) ECM collagen laminin matrix type collagen (2580) ECM MMPs extracellular matrix matrix type collagen (2284) extracellular extracellular matrix fibronectin matrix (2410) ECM collagen fibronectin laminin (2947) basement membrane extracellular extracellular matrix matrix matrix metalloproteinases (2922) basement membrane extracellular extracellular matrix extracellular matrix proteins matrix (2889) *endochondral ossification extracellular extracellular matrix extracellular matrix proteins matrix (2646) ECM MMPs osteoblast differentiation type collagen (2696) *ECM extracellular extracellular matrix extracellular matrix proteins matrix (2802) extracellular extracellular matrix extracellular matrix proteins matrix ** reelin (2850) extracellular extracellular matrix extracellular matrix proteins *integrin matrix (2493) collagen extracellular extracellular matrix fibronectin matrix type collagen (2255) extracellular matrix extracellular matrix proteins fibronectin *integrin matrix (2198) ECM extracellular matrix fibronectin laminin matrix (2100) basement membrane extracellular extracellular matrix integrin laminin matrix (2114) extracellular matrix fibronectin integrin laminin (2199) ECM extracellular matrix fibronectin integrin laminin (2108) basement membrane extracellular extracellular matrix laminin (2938) extracellular extracellular matrix extracellular matrix proteins matrix (2923) extracellular extracellular matrix extracellular matrix proteins integrin matrix (2890) extracellular extracellular matrix extracellular matrix proteins matrix *type collagen (2525) collagen matrix proteoglycans type collagen (2343) collagen extracellular matrix fibronectin laminin (2398) collagen extracellular matrix fibronectin type collagen (2451) ECM MMPs extracellular matrix matrix (2507) ECM MMPs extracellular matrix matrix (2611) ECM extracellular matrix extracellular matrix proteins laminin matrix type collagen (2250) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2344) extracellular extracellular matrix extracellular matrix proteins matrix (2253) ECM extracellular matrix integrin laminin matrix (2491) ECM extracellular extracellular matrix fibronectin integrin matrix (2415) ECM extracellular extracellular matrix extracellular matrix proteins matrix (2283) extracellular extracellular matrix extracellular matrix proteins matrix (2176) ECM axonal outgrowth extracellular matrix laminin (2251) extracellular extracellular matrix glycosaminoglycans matrix proteoglycans (2286) glycosaminoglycans heparan sulfate matrix proteoglycans (2174) extracellular extracellular matrix heparan sulfate proteoglycans (2239) extracellular matrix glycosaminoglycans heparan sulfate proteoglycans (2175) extracellular glycosaminoglycans heparan sulfate proteoglycans (2047) ECM extracellular extracellular matrix proteoglycans (2023) ECM extracellular extracellular matrix proteoglycans (2143) ECM extracellular extracellular matrix matrix proteoglycans (2172) ECM extracellular extracellular matrix matrix (2098) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2033) ECM MMPs extracellular matrix matrix matrix metalloproteinases (2160) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2173) MMPs extracellular extracellular matrix matrix (2248) ECM MMPs extracellular extracellular matrix matrix (2333) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2252) ECM MMPs extracellular matrix matrix matrix metalloproteinases (2411) collagen fibronectin laminin type collagen (2492) extracellular extracellular matrix extracellular matrix proteins fibronectin *integrin matrix (2419) basement membrane extracellular extracellular matrix extracellular matrix proteins matrix (2553) ECM extracellular extracellular matrix fibronectin laminin matrix (3009) extracellular extracellular matrix extracellular matrix proteins matrix proteoglycans (2972) extracellular extracellular matrix extracellular matrix proteins matrix (2621) ECM extracellular matrix matrix proteoglycans (2699) extracellular extracellular matrix extracellular matrix proteins matrix *proteoglycans (2725) extracellular extracellular matrix extracellular matrix proteins matrix (2801) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2849) ECM extracellular extracellular matrix focal adhesions integrin (2891) *ECM extracellular matrix fibronectin focal adhesions integrin (2909) extracellular matrix fibronectin focal adhesions integrin (2955) BM basement membrane extracellular fibronectin laminin (2640) extracellular matrix proteins fibronectin laminin type collagen (2697) *cell behavior extracellular extracellular matrix extracellular matrix proteins matrix (2620) ECM extracellular matrix extracellular matrix proteins fibronectin integrin laminin type collagen (2673) extracellular extracellular matrix extracellular matrix proteins fibronectin integrin laminin matrix (2554) ECM extracellular extracellular matrix laminin matrix type collagen (2582) ECM extracellular extracellular matrix extracellular matrix proteins fibronectin (2665) ECM extracellular extracellular matrix fibronectin integrin matrix (2689) epithelial-mesenchymal transition fibronectin integrin laminin (2831) ECM extracellular extracellular matrix fibronectin (2888) ECM extracellular extracellular matrix fibronectin focal adhesions (2921) basement membrane extracellular extracellular matrix extracellular matrix proteins laminin (2939) extracellular extracellular matrix extracellular matrix proteins integrin (2974) basement membrane extracellular matrix heparan sulfate laminin (2805) ECM extracellular matrix *glycosaminoglycans matrix proteoglycans (2834) ECM extracellular matrix matrix proteoglycans (2932) extracellular extracellular matrix extracellular matrix proteins fibronectin integrin *laminin (2770) ECM extracellular extracellular matrix fibronectin *laminin matrix (2700) extracellular extracellular matrix fibronectin focal adhesions integrin (2534) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix (2490) extracellular extracellular matrix extracellular matrix proteins fibronectin matrix *type collagen (2511) ECM fibronectin integrin laminin (2581) ECM extracellular extracellular matrix *extracellular matrix proteins matrix (2397) extracellular matrix extracellular matrix proteins fibronectin type collagen (2273) *basement membrane extracellular extracellular matrix extracellular matrix proteins matrix *proteoglycans (2416) ECM *extracellular extracellular matrix matrix matrix metalloproteinases (2452) MMPs extracellular matrix matrix matrix metalloproteinases (2385) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2395) MMPs extracellular matrix matrix matrix metalloproteinases (2610) ECM MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2508) MMPs extracellular matrix matrix matrix metalloproteinases (2848) ECM extracellular extracellular matrix *integrin matrix (2803) ECM extracellular extracellular matrix fibronectin matrix (2962) *ECM basement membrane extracellular extracellular matrix fibronectin laminin (2973) extracellular extracellular matrix extracellular matrix proteins fibronectin (2940) extracellular extracellular matrix fibronectin integrin (2931) ECM extracellular extracellular matrix fibronectin integrin laminin (2647) ECM MMPs extracellular extracellular matrix matrix (2698) ECM extracellular extracellular matrix fibronectin matrix (2769) ECM *chick embryo chorioallantoic membrane extracellular extracellular matrix fibronectin matrix (2804) ECM extracellular extracellular matrix *glycosaminoglycans matrix (2832) basement membrane extracellular extracellular matrix matrix (2871) ECM extracellular extracellular matrix matrix (2920) ECM extracellular extracellular matrix integrin matrix (2872) basement membrane extracellular matrix matrix type collagen (2648) MMPs extracellular extracellular matrix matrix matrix metalloproteinases (2686) ECM MMPs fibronectin matrix (2780) MMPs extracellular extracellular matrix matrix (2833) MMPs extracellular matrix matrix matrix metalloproteinases (2727) extracellular extracellular matrix glycosaminoglycans matrix (2975) ** airway extracellular matrix fibronectin integrin (3008) ECM extracellular extracellular matrix matrix proteoglycans (2961) ECM *basement membrane extracellular extracellular matrix fibronectin matrix (2986) ECM *decidualization extracellular extracellular matrix matrix (3007) ECM etiology extracellular extracellular matrix matrix (2207) *CAM adhesion molecules cell adhesion cell adhesion molecules molecules (2188) adhesion molecules cell adhesion molecules growth cones molecules (2209) adhesion molecules cell adhesion cell adhesion molecules *extracellular domain molecules (2019) adhesion molecules cell adhesion molecules immunoglobulin molecules (2071) NCAM adhesion molecules immunoglobulin molecules (2130) adhesion molecules cell adhesion molecules immunoglobulin molecules (2187) adhesion molecules immunoglobulin molecules visual system (2261) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2325) adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2387) L1 adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2293) FGFRs adhesion molecules cell adhesion molecules molecules (2324) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2217) NCAM adhesion molecules cell adhesion cell adhesion molecules *immunoglobulin molecules (2357) adhesion molecules cell adhesion molecules immunoglobulin neurite extension (2190) N-cadherin NCAM cadherins cell adhesion (2129) N-cadherin adhesion molecules cell adhesion molecules (2042) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2092) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2155) *FGFRs NCAM adhesion molecules cell adhesion cell adhesion molecules (2212) NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules (2094) N-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules (2356) N-cadherin adhesion molecules cadherins cell adhesion (2093) N-cadherin adhesion molecules cell adhesion cell adhesion molecules *extracellular domain (2137) adhesion molecules cadherins cell adhesion cell adhesion molecules (2213) adhesion molecules cadherins cell adhesion cell adhesion molecules *extracellular domain (2260) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2331) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2358) N-cadherin adhesion molecules cell adhesion cell adhesion molecules (2304) adhesion molecules cell adhesion cell adhesion molecules platelets (2447) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2497) E-cadherin EMT N-cadherin adhesion molecules cadherins cell adhesion (2504) E E-cadherin EMT cadherins (2571) E-cadherin EMT cadherins cell adhesion (2449) E-cadherin N-cadherin cadherins junction (2528) E-cadherin EMT cadherins epithelial-mesenchymal transition (2572) E-cadherin cadherins epithelial-mesenchymal transition tumor progression (2445) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules olfactory placode (2690) E-cadherin N-cadherin cadherins hpf (2486) E-cadherin N-cadherin cadherins cell adhesion cell interactions (2488) E-cadherin adhesion molecules cadherins cell adhesion molecules cell-cell interactions (2524) E-cadherin N-cadherin cadherins junction (2616) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules *extracellular domain (2666) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2561) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2565) DC E E-cadherin cadherins (2667) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion molecules *epithelial-mesenchymal transition (2896) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules (2968) NCAM *P0 adhesion molecules cell adhesion cell adhesion molecules neural cells (2500) E-cadherin EMT adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2527) E-cadherin EMT cadherins tumor progression (2599) E-cadherin EMT beta-catenin cadherins tumor progression (2485) E-cadherin cadherins cell adhesion cell adhesion molecules cell interactions (2307) adhesion molecules cell adhesion cell adhesion molecules neurite extension (2229) NCAM adhesion molecules cell adhesion molecules platelets (2289) adhesion molecules cell adhesion molecules neural cells neurite extension (2359) adhesion molecules cell adhesion molecules neural cells olfactory placode (2040) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2090) *AMPA adhesion molecules cell adhesion cell adhesion molecules molecules (2154) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2031) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2091) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2208) adhesion molecules *animal caps cell adhesion cell adhesion molecules molecules (2288) NCAM adhesion molecules cell adhesion molecules neural cells (2228) NCAM adhesion molecules cell adhesion molecules neural cells (2484) adhesion molecules cadherins cell adhesion cell adhesion molecules cytoplasmic domain (2505) E-cadherin beta-catenin cadherins tumor progression (2595) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (3015) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells olfactory epithelium (2994) NCAM adhesion molecules cell adhesion cell adhesion molecules *endocrine cells neural cells (2723) L1 NCAM adhesion molecules cell adhesion molecules neural cells *neurite extension (2823) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells *olfactory placode (2843) L1 NCAM adhesion molecules cell adhesion molecules neural cells (2879) adhesion molecules cell adhesion molecules nervous system development neural cells (2985) NCAM adhesion molecules cell adhesion molecules ** endochondral ossification neural cells (2716) NCAM adhesion molecules cell adhesion molecules *dendritic cells neural cells (2752) L1 NCAM adhesion molecules cell adhesion molecules neural cells (2812) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2860) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2670) E-cadherin N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2537) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2136) N-cadherin adhesion molecules cadherins cell adhesion (2407) L1 adhesion molecules cell adhesion molecules retroviral vectors (2538) adhesion molecules cell adhesion cell adhesion molecules *major histocompatibility molecules (2984) NCAM adhesion molecules cell adhesion molecules higher proportion neural cells (2964) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2925) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2903) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2714) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (2751) CAM L1 NCAM adhesion molecules cell adhesion molecules (2809) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (2858) *E-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2593) *BM adhesion molecules cell adhesion cell adhesion molecules molecules (2651) adhesion molecules cell adhesion cell adhesion molecules immunoglobulin molecules (2615) adhesion molecules cell adhesion cell adhesion molecules *cytoplasmic domain immunoglobulin molecules (2388) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2446) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules *olfactory placode (2483) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2562) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2259) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (3011) CAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2901) CAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2924) CAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2958) CAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2993) L1 adhesion molecules cell adhesion cell adhesion molecules *endocrine cells neural cells (2766) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2861) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2813) CAM NCAM adhesion molecules cell adhesion cell adhesion molecules (2596) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2389) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells *ventral side (2487) NCAM adhesion molecules cell adhesion cell adhesion molecules *cytoplasmic domain (2594) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (2440) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2473) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2539) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (3013) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2957) CAM L1 adhesion molecules cell adhesion molecules neural cells (2982) CAM L1 adhesion molecules cell adhesion cell adhesion molecules (2724) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2824) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules *olfactory placode (2772) N-cadherin NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2669) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules neural cells (2807) N-cadherin adhesion molecules cadherins cell adhesion molecules (2902) CAM N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2942) E-cadherin adhesion molecules cell adhesion molecules cell-cell interactions (2983) L1 adhesion molecules cell adhesion cell adhesion molecules molecules (3012) adhesion molecules cell adhesion cell adhesion molecules molecules temporal expression patterns (2668) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2715) CAM N-cadherin adhesion molecules *cell adhesion cell adhesion molecules (2753) CAM N-cadherin NCAM adhesion molecules cell adhesion molecules (2808) N-cadherin adhesion molecules cell adhesion cell adhesion molecules molecules (2912) N-cadherin adhesion molecules cadherins cell adhesion molecules cell-cell interactions (2969) N-cadherin adhesion molecules cadherins ** cardiac morphogenesis cell adhesion cell adhesion molecules (2992) CAM N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules (3017) CAM N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2602) NCAM adhesion molecules cell adhesion cell adhesion molecules neural cells (2810) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion (2862) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2905) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2926) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2967) N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (3014) L1 NCAM adhesion molecules cell adhesion cell adhesion molecules (2811) E-cadherin N-cadherin adhesion molecules cell adhesion cell adhesion molecules (2859) E-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2927) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion molecules molecules (2965) N-cadherin NCAM adhesion molecules cell adhesion cell adhesion molecules molecules (2996) N-cadherin NCAM adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (3016) NCAM adhesion molecules cell adhesion cell adhesion molecules molecules olfactory epithelium (2189) NCAM adhesion molecules cell adhesion molecules neural cells (2966) E-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules (2997) E-cadherin N-cadherin NCAM adhesion molecules cadherins cell adhesion molecules (3018) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion cell adhesion molecules molecules can we scale this analysis to the whole science ? To other media ? How to study the multi-scale structure. (2777) P19 carcinoma embryonal carcinoma embryonal carcinoma cells • From computer science view point : (2627) P19 carcinoma embryonal carcinoma embryonal carcinoma cells (2489) E-cadherin N-cadherin adhesion molecules cadherins cell-cell interactions (2598) E-cadherin N-cadherin adhesion molecules cadherins cell adhesion (2844) Cx43 *bovine preimplantation embryos connexins gap junctions junction (2847) Cx43 connexins *four-cell stage gap junctions junction (2003) Cx43 communication connexins gap junctions (2068) Cx43 communication connexins gap junctions (2153) Cx43 *action potentials communication connexins gap junctions (2196) Cx43 communication connexins *extracellular Ca2 gap junctions (2247) Cx43 communication connexins *cortical plate gap junctions (2548) Cx43 *cell aggregates communication connexins gap junctions (2656) Cx43 connexins eight-cell stage gap junctions junction (2002) Cx43 connexins gap junctions junction (2069) Cx43 connexins gap junctions junction (2142) Cx43 *action potentials connexins gap junctions junction (2171) Cx43 connexins gap junctions junction (2225) Cx43 connexins gap junctions junction (2315) Cx43 *cardiac morphogenesis connexins gap junctions junction (2341) Cx43 connexins gap junctions junction (2314) Cx43 communication connexins gap junctions junction (2340) Cx43 communication connexins gap junctions (2413) Cx43 communication connexins gap junctions junction (2469) Cx43 communication connexins gap junctions junction (2414) Cx43 communication connexins gap junctions *vascular system (2546) Cx43 *cell density communication connexins junction (2579) Cx43 communication connexins gap junctions junction (2655) Cx43 connexins gap junctions *junction osteogenesis (2675) Cx43 connexins gap junctions osteogenesis (2545) Cx43 communication connexins gap junctions junction (2660) Cx43 connexins gap junctions *osteoblast differentiation osteogenesis (2846) Cx43 *confocal laser connexins gap junctions junction (2327) Cx43 *IC50 values communication connexins gap junctions (2635) Cx43 communication connexins gap junctions (2717) Cx43 communication connexins gap junctions junction ** knockdown (2754) Cx43 communication connexins gap junctions junction (2800) Cx43 communication connexins gap junctions junction (2845) Cx43 communication connexins gap junctions junction (2884) Cx43 communication connexins gap junctions junction (2911) Cx43 *communication connexins gap junctions junction (2935) Cx43 connexins gap junctions junction (2971) ** Cx43 connexins gap junctions junction Questions : (2695) P19 carcinoma embryonal carcinoma embryonal carcinoma cells retinoic acid (2657) Cx43 atrioventricular connexins gap junctions junction (2280) Bax apoptotic cell death death (2366) Bax apoptotic cell death death neuronal death (2221) Bax apoptotic death neuronal death (2297) apoptotic cell death cell death death neuronal death (2618) Bax TUNEL apoptosis apoptotic cell death death neuronal death (2350) cell death death neuronal death neurotoxicity (2060) Bax apoptosis apoptotic cell death (2732) cell death death neuronal death neuroprotection (2705) cell death death neuronal death neuroprotection *neurotoxicity (2454) Bax apoptosis apoptotic cell death (2222) apoptosis apoptotic cell death neuronal death (2279) apoptosis apoptotic cell death cell death neuronal death (2364) Bax apoptosis apoptotic cell death neuronal death (2400) Bax apoptosis apoptotic cell death (2481) DNA fragmentation TUNEL apoptotic cell death death (2169) DNA fragmentation apoptotic apoptotic cell death cell death (2863) TUNEL apoptosis apoptotic cell death death *parthenogenesis (2086) apoptotic apoptotic cell death cell death death neuronal death (2085) apoptosis apoptotic apoptotic cell death cell death sympathetic neurons (2045) *DNA fragmentation *TUNEL apoptosis apoptotic apoptotic cell death cell death death (2140) *H2O2 apoptotic apoptotic cell death cell death death (2087) apoptotic apoptotic cell death cell death death *sympathetic neurons (2138) H2O2 apoptotic cell death death neuronal death (2020) apoptotic cell death death neuronal death (2194) apoptosis apoptotic apoptotic cell death cell death tumor necrosis factor (2168) DNA fragmentation TUNEL apoptotic cell death (2195) apoptotic apoptotic cell death cell death death tumor necrosis factor (2276) DNA fragmentation TUNEL apoptosis apoptotic (2339) TUNEL apoptosis apoptotic cell death (2429) DNA fragmentation TUNEL apoptosis apoptotic cell death (2368) DNA fragmentation TUNEL apoptotic cell death death (2166) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2313) Bax TUNEL apoptosis apoptotic cell death (2349) Bax apoptosis cell death growth arrest (2270) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death (2277) apoptosis apoptotic apoptotic cell death cell death (2428) TUNEL apoptosis apoptotic apoptotic cell death cell death (2501) TUNEL apoptosis apoptotic cell death (2477) DNA fragmentation TUNEL apoptosis apoptotic cell death (2503) DNA fragmentation PCNA TUNEL apoptotic (2476) *DNA fragmentation apoptosis apoptotic apoptotic cell death cell death (2363) Bax apoptosis apoptotic apoptotic cell death cell death (2271) DNA fragmentation TUNEL apoptotic apoptotic cell death cell death death (2278) TUNEL apoptosis cell death neuronal death (2369) TUNEL apoptotic cell death death *retinal cells (2431) DNA fragmentation TUNEL apoptotic cell death death (2530) Bax apoptosis apoptotic apoptotic cell death cell death (2704) cell death death neuronal death neuroprotection *reactive oxygen species (2855) death neurodegenerative diseases neuronal death neuroprotection neurotoxicity (2775) cell death death neuronal death neuroprotection (2502) TUNEL apoptotic cell death death (2663) Bax apoptosis apoptotic apoptotic cell death cell death death (2774) AMPA cell death death neuronal death (2773) Bax TUNEL apoptosis apoptotic cell death death neuronal death (2532) Bax apoptosis apoptotic cell death neuronal death (2664) Bax apoptosis apoptotic cell death death *neuronal death (2193) Bax *TUNEL apoptosis apoptotic cell death (2220) Bax apoptosis apoptotic neuronal death (2298) cell death death neuronal death neurotoxicity (2159) Bax TUNEL apoptosis apoptotic cell death death (2043) Bax *TUNEL apoptosis apoptotic cell death death (2066) Bax apoptotic cell death death (2139) Bax *H2O2 apoptotic cell death death (2167) Bax apoptotic cell death death (2223) apoptotic cell death death neuronal death (2281) apoptotic apoptotic cell death cell death death (2367) *P7 apoptotic apoptotic cell death cell death death (2401) apoptotic death neuronal death neurotoxicity (2480) *DNA fragmentation apoptotic apoptotic cell death cell death death (2531) Bax apoptotic apoptotic cell death cell death death (2721) Bax apoptosis apoptotic apoptotic cell death cell death death (2885) ** TUNEL apoptosis apoptotic cell death death (2825) ** Bax DNA fragmentation TUNEL apoptosis apoptotic cell death death (2678) apoptotic apoptotic cell death cell death histone H3 (2768) *TUNEL apoptosis apoptotic apoptotic cell death cell death death (2836) cell death death neurodegenerative diseases neuronal death (2887) apoptosis apoptotic apoptotic cell death cell death death (2937) apoptosis ** apoptotic cell death death (2930) apoptosis apoptotic ** apoptotic cell death cell death death *growth arrest (2936) DNA fragmentation apoptosis ** apoptotic cell death (2919) DNA fragmentation apoptosis apoptotic cell death *growth arrest (2886) DNA fragmentation apoptosis apoptotic apoptotic cell death cell death (2869) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2662) TUNEL apoptosis apoptotic apoptotic cell death cell death death (2703) TUNEL apoptosis apoptotic cell death death (2819) apoptosis apoptotic apoptotic cell death *c-Myc cell death death (2767) DNA fragmentation TUNEL apoptosis apoptotic cell death death (2430) TUNEL apoptotic apoptotic cell death cell death death (2455) Bax apoptotic cell death death (2432) Bax apoptotic cell death death neuronal death (2365) Bax apoptotic apoptotic cell death cell death death (2402) apical ectodermal ridge apoptotic cell death cell death death (2533) Bax apoptotic cell death death neuronal death (2619) DNA fragmentation TUNEL apoptosis apoptotic apoptotic cell death cell death death (2661) DNA fragmentation TUNEL apoptotic apoptotic cell death cell death death (2680) apoptotic apoptotic cell death death dopaminergic neurons (2479) *MNs apoptotic cell death death neuronal death (2677) DNA fragmentation TUNEL apoptosis apoptotic (2009) airway embryonic lung lung lung development (2059) airway embryonic lung lung lung development (2121) airway embryonic lung lung lung development (2201) airway embryonic lung lung lung development *type II (2231) airway embryonic lung lung lung development (2294) airway embryonic lung lung lung development (2347) airway embryonic lung lung lung development (2433) *TGF beta airway embryonic lung lung lung development (2475) *PCNA airway embryonic lung lung lung development (2517) airway embryonic lung lung lung development (2569) airway embryonic lung lung lung development (2628) airway embryonic lung lung lung development (2685) airway embryonic lung lung lung development (2734) airway embryonic lung lung lung development (2784) airway embryonic lung lung lung development (2839) airway embryonic lung lung lung development (2877) airway embryonic lung lung lung development (2796) airway embryonic lung extracellular matrix proteins lung development (2232) airway esophagus lung lung development (2295) airway embryonic lung esophagus lung (2743) airway embryonic lung lung development morphogenesis (2792) SHH embryonic lung lung development morphogenesis • Complex networks analysis, (2842) P19 carcinoma *cell cycle control embryonal carcinoma embryonal carcinoma cells (2797) airway embryonic lung lung development male embryos (2460) composition fatty acids phospholipids triacylglycerol (2568) composition fatty acids phospholipids triacylglycerol (2654) cholesterol composition fatty acids phospholipids triacylglycerol (2679) cholesterol diet phospholipids triacylglycerol (2740) composition fatty acids phospholipids triacylglycerol (2684) composition fatty acids phospholipids triacylglycerol (2567) fatty acids lipid lipid peroxidation phospholipids (2459) fatty acids lipid lipid peroxidation phospholipids (2550) fatty acids lipid lipid peroxidation phospholipids triacylglycerol (2439) fatty acids lipid *mature seeds phospholipids triacylglycerol (2457) fatty acids lipid phospholipids triacylglycerol (2523) cholesterol composition phospholipids triacylglycerol (2608) cholesterol *diet fatty acids phospholipids triacylglycerol (2652) *biosynthesis cholesterol fatty acids phospholipids triacylglycerol (2683) cholesterol lipid phospholipids triacylglycerol (2857) fatty acids lipid phospholipids *reproductive performance triacylglycerol (2551) cholesterol fatty acids lipid phospholipids triacylglycerol (2587) cholesterol fatty acids lipid phospholipids triacylglycerol (2653) cholesterol fatty acids lipid phospholipids triacylglycerol (2682) fatty acids lipid phospholipids triacylglycerol (2742) fatty acids lipid phospholipids triacylglycerol (2789) fatty acids lipid phospholipids triacylglycerol (2458) cholesterol lipid phospholipids triacylglycerol (2588) cholesterol lipid phospholipids triacylglycerol *viviparity (2856) *cholesterol fatty acids lipid phospholipids triacylglycerol (2895) fatty acids lipid phospholipids triacylglycerol turtles (2840) ear hair hair cells inner ear (2790) ear hair hair cells inner ear (2759) ear hair hair cells inner ear *otic vesicle (2711) ear hair hair cells inner ear *p75 (2014) ear hair hair cells inner ear (2062) ear hair hair cells inner ear (2126) ear hair hair cells inner ear (2202) *AMPA ear hair hair cells inner ear (2265) ear *epithelia hair hair cells inner ear (2329) *P0 ear hair hair cells inner ear (2348) ear hair hair cells inner ear (2438) ear *epitope hair hair cells inner ear (2461) ear hair hair cells inner ear (2547) ear hair hair cells inner ear *otic vesicle (2328) ear hair hair cells inner ear *p27 (2355) epithelia hair hair cells inner ear (2589) *axonal projections ear hair hair cells inner ear (2658) *P0 ear hair hair cells inner ear (2710) *Notch1 ear hair hair cells inner ear (2437) ear epithelia hair hair cells inner ear (2464) ear epithelia hair cells inner ear (2626) epithelia hair hair cells inner ear (2712) Notch1 ear epithelia hair cells inner ear (2741) epithelia hair hair cells inner ear (2791) epithelia hair hair cells hair follicles corpora (ex Embryology science > 200k papers), (2729) P19 carcinoma embryonal carcinoma embryonal carcinoma cells Phylomemies : reconstruction of science dynamics • Text-mining on large digital T ME 1991 2010 Chava a a and Co n H 2013 PLoS On // Scaling B. Amann, H. Naacke (LIP6) ; D. Gross-Amblard, Z. Miklos (IRISA ), D. Chavalarias, Alexandre Delanöe (CAMS) Currently : • About 30M documents processed but only about 100k for NLP. • Maps build from about 5000 expressions (i.e. domain centered semantic maps with 5000 expressions) D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Scaling B. Amann, H. Naacke (LIP6) ; D. Gross-Amblard, Z. Miklos (IRISA ), D. Chavalarias, Alexandre Delanöe (CAMS) Currently : • About 30M documents processed but only about 100k for NLP. • Maps build from about 5000 expressions (i.e. domain centered semantic maps with 5000 expressions) Target : • NLP on 30M documents (extraction of relevant key-phrases) • Maps build from about 1M expressions D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Scaling B. Amann, H. Naacke (LIP6) ; D. Gross-Amblard, Z. Miklos (IRISA ), D. Chavalarias, Alexandre Delanöe (CAMS) • Feasibility Study on the WoS database (30M items 1990-2013) • Spark/Map-Reduce implementation for key-phases extraction and clustering (finding maximal cliques), • Experimentation on an Hadoop cluster at Rennes and LIP6 using algebra on Resilient Distributed Datasets (selection, union, join, . . . ) D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Scaling B. Amann, H. Naacke (LIP6) ; D. Gross-Amblard, Z. Miklos (IRISA ), D. Chavalarias, Alexandre Delanöe (CAMS) • Feasibility Study on the WoS database (30M items 1990-2013) • Spark/Map-Reduce implementation for key-phases extraction and clustering (finding maximal cliques), • Experimentation on an Hadoop cluster at Rennes and LIP6 using algebra on Resilient Distributed Datasets (selection, union, join, . . . ) D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; New tools for digital humanities ISC-PIF plateforme for large corpora analysis. Institutional Collaborations: CNRS, EHESS, INRA, Mines-Paris Tech, UPMC. Contributors: Alexandre Delanöe (CAMS/CSI), D. Chavalarias (EHESS), Samuel Castillo (ISC-PIF), Mathieu Rodic (ISC-PIF), Elias Showk(ISC-PIF), Cécile Meadel (CSI), Jean-Philippe Cointet (INRA SenS), B. Amann (LIP6), H. Naacke (LIP6). Supports : Institut Pasteur, ADEME, FORCCAST Project, FP7. From corpora to maps and back... D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Using phylomemies for information retrieval in digital libraries Proof of concept on an astrophysics database (100k items) in collaboration with the COST action http://knowescape.org. • Compute the phylomemy for astrophysics, • Consider a branch as a ”field of science”. • Papers are assigned to the most relevant branch(es), • Compare different resolution for the reconstruction. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Using phylomemies for information retrieval in digital libraries Proof of concept on an astrophysics database (100k items) in collaboration with the COST action http://knowescape.org. • Compute the phylomemy for astrophysics, • Consider a branch as a ”field of science”. • Papers are assigned to the most relevant branch(es), • Compare different resolution for the reconstruction. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Using phylomemies for information retrieval in digital libraries Proof of concept on an astrophysics database (100k items) in collaboration with the COST action http://knowescape.org. • Compute the phylomemy for astrophysics, • Consider a branch as a ”field of science”. • Papers are assigned to the most relevant branch(es), • Compare different resolution for the reconstruction. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Using phylomemies for information retrieval in digital libraries Proof of concept on an astrophysics database (100k items) in collaboration with the COST action http://knowescape.org. • Compute the phylomemy for astrophysics, • Consider a branch as a ”field of science”. • Papers are assigned to the most relevant branch(es), • Compare different resolution for the reconstruction. D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Example of shared database : dynamical tweeter archives Update in real time on http://tina.iscpif.fr/bigdata/ D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; Example of shared database : dynamical tweeter archive D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ; THANKS FOR LISTENING Online ressources http://mastodons.lip6.fr http://tina.iscpif.fr D AVID C HAVALARIAS , I NSTITUT DES S YSTEMES C OMPLEXES DE PARIS I LE - DE -F RANCE - HTTP :// ISCPIF. FR ;