Arabinose-rich polymers as an evolutionary strategy to plasticize
Transcription
Arabinose-rich polymers as an evolutionary strategy to plasticize
Planta DOI 10.1007/s00425-012-1785-9 ORIGINAL ARTICLE Arabinose-rich polymers as an evolutionary strategy to plasticize resurrection plant cell walls against desiccation John P. Moore • Eric E. Nguema-Ona • Mäite Vicré-Gibouin • Iben Sørensen William G.T. Willats • Azeddine Driouich • Jill M. Farrant • Received: 19 June 2012 / Accepted: 11 October 2012 Ó Springer-Verlag Berlin Heidelberg 2012 Abstract A variety of Southern African resurrection plants were surveyed using high-throughput cell wall profiling tools. Species evaluated were the dicotyledons, Myrothamnus flabellifolia and Craterostigma plantagineum; the monocotyledons, Xerophyta viscosa, Xerophyta schlecterii, Xerophyta humilis and the resurrection grass Eragrostis nindensis, as well as a pteridophyte, the resurrection fern, Mohria caffrorum. Comparisons were made between hydrated and desiccated leaf and frond material, with respect to cell wall composition and polymer abundance, using monosaccharide composition analysis, FT-IR spectroscopy and comprehensive microarray polymer profiling in combination with multivariate data analysis. The data obtained suggest that three main functional strategies J. P. Moore (&) E. E. Nguema-Ona Institute for Wine Biotechnology, Department of Viticulture and Oenology, Faculty of AgriSciences, Stellenbosch University, Matieland 7602, South Africa e-mail: moorejp@sun.ac.za E. E. Nguema-Ona M. Vicré-Gibouin A. Driouich Laboratoire ‘Glycobiologie et Matrice Extracellulaire Végétale’, Glyco-MEV, IFRMP23-PRIMACEN IBiSA, Université de Rouen, 76821 Mont-Saint-Aignan, France I. Sørensen W. G.T.Willats Department of Plant Biology and Biotechnology, Faculty of Life Sciences, University of Copenhagen, 1001 Copenhagen, Denmark Present Address: I. Sørensen Department of Plant Biology, Cornell University, Ithaca, NY 14853, USA J. M. Farrant Department of Molecular and Cell Biology, University of Cape Town, Rondebosch 7701, South Africa appear to have evolved to prepare plant cell walls for desiccation. Arabinan-rich pectin and arabinogalactan proteins are found in the resurrection fern M. caffrorum and the basal angiosperm M. flabellifolia where they appear to act as ‘pectic plasticizers’. Dicotyledons with pectin-rich walls, such as C. plantagineum, seem to use inducible mechanisms which consist of up-regulating wall proteins and osmoprotectants. The hemicellulose-rich walls of the grass-like Xerophyta spp. and the resurrection grass E. nindensis were found to contain highly arabinosylated xylans and arabinogalactan proteins. These data support a general mechanism of ‘plasticising’ the cell walls of resurrection plants to desiccation and implicate arabinose-rich polymers (pectin-arabinans, arabinogalactan proteins and arabinoxylans) as the major contributors in ensuring flexibility is maintained and rehydration is facilitated in these plants. Keywords Arabinans Arabinogalactan proteins Arabinoxylans Cell wall profiling Resurrection plants Abbreviations AIR Alcohol insoluble residue CoMPP Comprehensive microarray polymer profiling CBM Carbohydrate binding module mAb Monoclonal antibody FT-IR Fourier transform-infrared spectroscopy RG Rhamnogalacturonan HG Homogalacturonan XyG Xyloglucan AXyG Arabinoxyloglucan AX Arabinoxylan AGP Arabinogalactan protein XTH Xyloglucan transhydrolase XET Xyloglucan endotransglycosylase 123 Planta Introduction Resurrection plants possess the unique property of being able to survive dehydration of their vegetative tissues to the air dry state, corresponding to a tissue water concentration of or below 0.1 g H2O g-1 dry mass and a water potential of B-100 MPa, for extended periods and to recover full metabolic competence upon rehydration (Gaff 1971). This group of plants encompass species from disparate lineages (Oliver et al. 2000), including members from a number of angiosperm families (i.e. Scrophulariaceae, Myrothamnaceae and Velloziaceae), as well as lower plant groups including the pteridophytes, an example being the resurrection fern, Mohria caffrorum (Farrant et al. 2009). Observation of resurrection plants dehydrating inevitably highlights the dramatic morphological changes that accompany desiccation, which include substantial tissue compaction and cell collapse (Webb and Arnott 1982; Vicré et al. 1999; Vander Willigen et al. 2003). This leads to the obvious question as to how these plants are able to withstand such substantial water loss and particularly the effect on the cell wall, the cell structure responsible for shape and support of cells and tissues, and its structural/ compositional integrity. Investigations into the cell wallassociated changes that may occur in leaf tissues due to desiccation have been performed in relatively few resurrection plant species. Early studies on Craterostigma wilmsii have highlighted xyloglucan remodeling and calcium ion re-distribution (Vicré et al. 1999, 2004) as important wall responses, while in the sister species, Craterostigma plantagineum, expansin proteins have been implicated in improving extensibility under desiccation (Jones and McQueen-Mason 2004). A recent study has also implicated dehydrin proteins in effecting cell wall protection of Polypodium polypodioides during desiccation and subsequent rehydration (Layton et al. 2010). A study of the leaf cell wall composition of the woody resurrection plant Myrothamnus flabellifolia suggested that constitutive protection was afforded to the wall of this species through the presence of significant amounts of highly flexible pectinassociated arabinans and arabinogalactan proteins (Moore et al. 2006). Biophysical studies on Eragrostis spp. implicated wall extensibility as being correlated with desiccation tolerance, but no investigation into the polymer system(s) responsible for this was conducted (Balsamo et al. 2005, 2006). Further evidence for wall protein involvement was observed in Boea hygrometrica, where a glycine-rich protein is found to be up-regulated and apoplastically targeted during desiccation (Wang et al. 2009). Recently, a transcriptomic study on C. plantagineum provided further support for cell wall remodeling under desiccation stress showing transcripts associated with cell wall genes, such as the XET/XTH gene family, being differentially regulated 123 in response to water stress (Suarez Rodriguez et al. 2010). These studies provide clear evidence for cell wall involvement in the desiccation tolerance phenomenon of resurrection plants; however, the nature of the changes that have been observed thus far suggests a certain degree of species specificity in the response to desiccation. Clearly, as tolerance to desiccation re-evolved/re-activated from the seed genetic programming available (Illing et al. 2005; Farrant and Moore 2011) in each of the different angiosperm families over the course of evolution, so too remodeling, that enhanced wall plasticity, must have occurred in the specific wall systems of each species. It is difficult to elucidate the functionally conserved approaches to desiccation stress and their associated cell wall changes without understanding the nature of the evolutionary challenges each family/species encountered in the different angiosperm resurrection plant lineages. To address this question, a comparative survey was conducted on a variety of Southern African resurrection plant species using highthroughput cell wall profiling methods (see Nguema-Ona et al. 2012) coupled to multivariate data analysis techniques. Monosaccharide composition analysis, comprehensive microarray polymer profiling (CoMPP) analysis and fourier transform infrared spectroscopy (FT-IR) were used in combination with chemometrics to compare cell wall composition between species as well as between hydration states within the same species. It was decided to profile M. flabellifolia Welw. (Moore et al. 2007), C. plantagineum Hochst. (Bartels 2005), Xerophyta viscosa Baker (Mowla et al. 2004), Xerophyta schlecterii Baker, Xerophyta humilis Baker (Illing et al. 2005) and E. nindensis Ficalho and Hiern (Vander Willigen et al. 2003) as these would provide a good coverage of the different resurrection plant ‘types’ that occur in the angiosperms (see Fig. 1a–g for photographs of the various resurrection plants surveyed). Profiles were also obtained from the resurrection fern M. caffrorum Christenh. (Farrant et al. 2009) as this species provided a good out-group (a pteridophyte member). This also resulted in the first cell wall analysis of this fern species, which is of interest since limited information is available on the composition of non-angiosperm resurrection plant cell walls. Materials and methods Plant material All resurrection plants used in the study were collected from their natural habitats within South Africa and subsequently maintained in environmentally controlled glasshouse conditions at the Department of Botany, University of Cape Town, a greenhouse as previously described Planta Fig. 1 A photographic panel showing the South African resurrection plants surveyed in the study: Mohria caffrorum (a), Eragrostis nindensis (b), Xerophyta schlecterii (c), Xerophyta viscosa (d), Xerophyta humilis (e), Craterostigma plantagineum (f) and Myrothamnus flabellifolia (g) (Sherwin and Farrant 1996; vander Willigen et al. 2003) until experimentation commenced. C. plantagineum Hochst. and X. humilis were collected from Barakalalo National Park (Limpopo Province, South Africa), M. flabellifolia and X. schlecterii from a private farm situated in the Vaalwater area (northwest Limpopo Province), 123 Planta X. viscosa from the Cathedral Peak Nature Reserve (Kwazulu Natal Province) and Eragrostis nindensis was collected from the Gamsberg area (North western Cape Province). Mohria caffrorum plants were collected during the dry (summer) and rainy (winter) seasons from Table Mountain Nature Reserve (Western Cape Province). Plants were maintained fully hydrated by regular watering until dehydration was initiated. Relative water contents (RWC) of leaves (or fronds) from ten individual fully turgid plants were determined as described previously (Sherwin and Farrant 1996). Drying was commenced by withholding of water until whole plants had reached an air dry state (usually at water contents B10 % RWC) after which no further change in water content occurred. Regular monitoring of RWC, as described above, was performed until the plants had been maintained in air dry state for 1 week. Leaf (or frond) tissues from four to six individual plants in the fully hydrated state, and completely air dry state, were harvested and pooled and frozen in liquid nitrogen for lyophilisation and further analysis as described below. Isolation and fractionation of cell wall material Lyophilised leaf or frond material was ground to a fine powder, under liquid nitrogen, using a pestle and mortar. Powdered lyophilate was suspended in boiling 80 % (v/v) aqueous ethanol for 15 min to deactivate the enzymes present. A series of ethanol extractions were performed to remove pigments, alkaloids, tannins, soluble sugars and other low molecular weight metabolites from the cell wall containing residues. Residues were extracted for 12 h at room temperature twice with methanol-chloroform (1:1, v/v), twice with methanol-acetone (1:1, v/v), and finally with acetone–water (4:1, v/v). The residue was air dried and then destarched at 60 °C in a 50 mM acetate, pH 5.4, buffer using a thermostable a-amylase and amyloglucosidase (EC 3.2.1.1; Megazyme International, Wicklow, Ireland). After dialysis against distilled water, cell wall residues (alcohol insoluble residues) were freeze dried and stored at room temperature until further use. Composition analysis of cell wall material A gas liquid chromatography method (York et al. 1985) was used to determine the monosaccharide content of cell wall residues and fractions. Approximately, 5 mg of wall residue or fractionated material was hydrolysed (2 M TFA (trifluoroacetic acid), 110 °C, 2 h) and the liberated monosaccharides converted to methoxy sugars using 1 M methanolic HCl at 80 °C for 24 h. Silylation was performed at 80 °C (20 min) to produce trimethyl-silyl-glycosides which were dissolved in cyclohexane. The derivatives were separated and analysed in a gas 123 chromatograph (5890 series II; Hewlett Packard, Palo Alto, CA, USA) coupled to a flame ionisation detector, using a 30 m 9 0.25 mm (i.d.) HPS-MS column. The oven temperature program was stabilised at 120 °C for 2 min, ramped at 10 °C/min to 160 °C, then at 1.5 °C/min to 220 °C and finally at 20 °C/min to 280 °C. Myo-inositol (0.5 lmol) was used as the internal standard. Derivatives were identified based on their retention time and quantified by determination of their peak areas. Monosaccharides (from Sigma-Aldrich, St. Louis, MO, USA) were used as standards to determine the retention time of the nine main monosaccharides found in plant cell walls. The sugar composition was expressed as mole percentage of each monosaccharide. Error bars in the histograms in Fig. 2 represent the standard deviation (SD) of the mean of five biological samples with two technical replicates per biological sample. Infrared (IR) spectroscopy of cell wall fractions A NEXUS 670 FTIR instrument (Thermo Electron, Waltham, MA, USA) containing a Golden Gate Diamond ATR (Attenuated Total Reflectance) accessory with a type IIa diamond crystal was used for ATR-FT-IR measurements. The spectra were recorded between 4,000 and 650 cm-1 with a Geon-KBr beamsplitter and DTGS/Csl detector. Spectral data (128 co-added scans per sample) were processed using UnscramblerTM (CamoÒ Inc., Oslo, Norway). The spectral region (600–4,000 cm-1) displayed was limited to the wall protein, lipid and carbohydrate regions (700–2,000 cm-1). Principal component analysis of the spectral data was performed using UnscramblerTM (CamoÒ Inc.) with data normalised, averaged and models verified using cross-validation. CoMPP analysis of cell wall material AIR was prepared as described in the ‘Isolation and fractionation of cell wall material’ section and two extraction steps were used. First, an aqueous cyclohexanediaminetetraacetic acid (CDTA) extraction was performed on the AIR followed by a NaOH extraction. Approximately, 10 mg of material was used to perform the CoMPP analyses as described in Moller et al. (2007) and extractant volumes were adjusted for weight. Samples were printed as three technical replicates in three concentrations, giving a total of nine spots per sample. The heatmap was produced using the online tool (http://cgi.snafu.de/provart/user-cgi-bin/ heatmapper.pl). The numbers represent averaged values from two independent sets of E. nindensis, X. schlecterii, X. humilis, X. viscosa D and H samples and four M. caffrorum D and H samples. C. plantagenium and M. flabellifolia are represented by one set of D and H samples each. The Planta highest signal in the entire data set was set to 100 and all other data adjusted accordingly. A cut off value of 5 was imposed. Data were converted into UnscramblerTM (CamoÒ Inc.) format and analysed using principal component analysis (PCA) and cluster analysis (average linkage clustering, using a Squared Euclidean distance measure). Principal component analysis of the CoMPP data was performed using UnscramblerTM (CamoÒ Inc.) with data normalised and averaged and models verified using cross-validation. Statistical and multivariate tools All statistical analyses were performed in consultation and collaboration with Professor Martin Kidd of the Centre for Statistical Consultation (Stellenbosch University). Descriptive statistical analyses and analysis of the variance (one way ANOVA) were performed with the statistical package of Microsoft Excel 2010 and Statistica 10 software. All the tests were performed at P = 0.05. FT-IR spectral and CoMPP datasets were converted into Unscrambler software process format using the built-in software conversion algorithms. Spectral datasets were baseline corrected, smoothed using a Savitsky–Golay filter, processed for multiplicative scatter correction and averaged. Principal component analysis (PCA) and cluster analysis (average linkage clustering, using a Squared Euclidean distance measure) were performed using UnscramblerTM (CamoÒ Inc.). Results To provide an overview of the general cell wall ‘type’ (e.g. grass-like rich in xylans or herbaceous-like rich in pectins) of each of the resurrection plants evaluated and to determine if dehydration resulted in wall polymer changes, a total monosaccharide composition was performed on AIR prepared from hydrated and desiccated leaf samples (Fig. 2a– h). Monosaccharide compositional analysis of total AIR sourced from M. flabellifolia produced a highly similar profile to that obtained in an in-depth leaf cell wall study performed on this species by Moore et al. (2006). The main monosaccharides present (Fig. 2a), Ara at ca. 25 mol %, Xyl at ca. 15 mol %, GalUA at ca. 10 mol % and Glc at ca. 7.5 mol %, correspond to the prior study where the leaves were shown to be composed of xylan-rich vascular tissue and arabinan-rich pectin polymers (Moore et al. 2006). No differences were found between hydrated and desiccated samples supporting the proposal (Moore et al. 2006) that this species is constitutively protected against desiccation through the ‘plasticising’ properties (Moore et al. 2008a) of the pectin-associated arabinans and AGPs. In contrast, inspection of the monosaccharide profile obtained from C. plantagineum leaves (Fig. 2b) revealed the major sugars: GalUA at ca. 40 mol %, Glc at ca. 20 mol %, Xyl at ca. 10 mol %, Ara at ca. 10 mol %, Gal at ca. 10 mol %, which implies a pectin-rich cell wall. This correlates to a study performed on the related species C. wilmsii which showed that this herbaceous resurrection plant is pectin-rich containing an abundance of GalUA (Vicré et al. 2004). No difference in wall composition between hydrated and desiccated states is evident for C. plantagineum (Fig. 2b), although fractionation of C. wilmsii leaves revealed modification of XyG composition and additionally ion analysis showed calcium re-distribution due to dehydration stress (Vicré et al. 1999, 2004), and an in-depth analysis of C. plantagineum leaf cell walls may, therefore, show similar desiccation-induced wall changes. To date, no cell wall analysis has been performed on Xerophyta spp. many of which are resurrection plants, although unlike the homoiochlorophyllous dicotyledonous Myrothamnus and Craterostigma spp. are grass-like monocotyledons and poikilochlorophyllous. Analysis of AIR sourced from X. viscosa, X. schlecterii and X. humilis (Fig. 2c–e) reveals generally similar profiles with the main wall sugars present: Xyl at ca. 20–30 mol %, GalUA at ca. 20–25 mol %, Ara at ca. 10–15 mol % and Glc at ca. 10–20 mol %. The high Xyl and GalUA content strongly suggests that Xerophyta spp. contain mainly xylans and pectin polymers in equivalent abundance in their leaf walls. An interesting difference between X. schlecterii and the other two Xerophyta species is the higher Man content of ca. 10 mol % (Fig. 2d) compared to less than 5 mol % (Fig. 2c, e). The variable nature of Glc content (Fig. 2c–e) may be due to residual co-precipitated starch which is known to show variation in resurrection plants between hydrated and desiccated states. Starch contents are variable amongst hydration states in resurrection plants, with many species mobilizing starch into sucrose (as an osmoticum) during dehydration. The datasets showing variable Glc levels probably reflect insufficient de-starching and reflect known physiological phenomena in resurrection plants. No significant differences between hydrated and desiccated leaf composition are found for X. viscosa and X. schlecterii (Fig. 2c, d), suggesting that these walls may be constitutively protected from desiccation. In contrast, in X. humilis, significant differences are observed for Ara: from ca. 10 mol % hydrated to ca. 25 mol % dehydrated, and Xyl: from ca. 20 mol % to ca. 30 mol %, (Fig. 2e) which appears to indicate that dehydration may cause an increase in wall arabinoxylan content and/or arabinosylation of wall xylans in this species. A similar profile was obtained from E. nindensis (Fig. 2f), a monocotyledon resurrection grass, which had a leaf wall almost exclusively composed of arabinoxylans with a major sugar composition of Ara: at ca. 15 mol % and Xyl: at ca. 40 mol %. The comparative 123 Planta a b 30.0 45.0 40.0 25.0 35.0 30.0 mol % mol % 20.0 15.0 10.0 25.0 20.0 15.0 10.0 5.0 5.0 0.0 0.0 Ara Fuc Xyl Man Gal GalUA Glc GlcUA Ara 35.0 40.0 30.0 35.0 25.0 30.0 20.0 15.0 * Gal GalUA Glc GlcUA * 25.0 20.0 0.0 Ara Rha Fuc Xyl Man Gal GalUA Glc GlcUA Ara f * 40.0 35.0 Rha Fuc Xyl Man Gal GalUA Glc GlcUA 50.0 40.0 * * mol % mol % Man 5.0 0.0 25.0 Xyl 10.0 5.0 30.0 Fuc 15.0 10.0 e Rha d 40.0 mol % mol % c Rha 20.0 15.0 10.0 * 30.0 20.0 10.0 5.0 0.0 0.0 Ara g Rha Fuc Xyl Man h 35 * 25 25 20 20 15 * * Rha Fuc Xyl Man Gal GalUA Glc GlcUA 35 30 mol % mol % 30 * * * 15 10 10 5 5 0 0 Ara 123 Ara Gal GalUA Glc GlcUA Rha Fuc Xyl Man Gal GalUA Glc GlcUA Ara Rha Fuc Xyl Man Gal GalUA Glc GlcUA Planta b Fig. 2 Monosaccharide compositional analysis of total AIR sourced from leaves of Myrothamnus flabellifolia (a), Craterostigma plantagineum (b), Xerophyta viscosa (c), Xerophyta schlecterii (d), Xerophyta humilis (e), Eragrostis nindensis (f), and fronds of Mohria caffrorum (sensitive form, g) and Mohria caffrorum (tolerant form, h). White bars represent hydrated desiccated leaves and shaded bars represent desiccated leaves. Monosaccharide codes are for arabinose (Ara), rhamnose (Rha), fucose (Fuc), xylose (Xyl), mannose (Man), galactose (Gal), galacturonic acid (GalUA), glucose (Glc) and glucuronic acid (GlcUA). Error bars in the histograms represent the standard deviation (SD) of the mean of five biological samples with two technical replicates per biological sample. Statistically significant differences, based on one-way ANOVA variance testing, are indicated on the histograms as an asterisk data suggest a mean difference in Ara (although not statistically significant) of almost 10 mol % between hydrated and dehydrated states (Fig. 2f). Again variable Glc contents may be related to residual starch (Fig. 2f). The non-angiosperm resurrection fern M. caffrorum is unusual in that it is seasonally desiccation-tolerant, i.e. it switches from a desiccation-sensitive state during the wet winter months and produces desiccation-tolerant vegetative tissue during the dry summer season (Farrant et al. 2009). Hence, it is useful to profile both ‘sensitive’ and ‘tolerant’ tissue for changes in wall composition to identify wall adaptations that assist this species in tolerating desiccation. A profile of AIR sourced from desiccation-sensitive fronds of M. caffrorum (Fig. 2g) displays Ara, Xyl, Man, Gal, GalUA and Glc as the main monosaccharides at ca. 5–10 mol %, 5–10 mol %, 22 mol %, 10–20 mol %, 5–10 mol % and 15–30 mol %, respectively. In contrast, a profile of AIR sourced from tolerant fronds (Fig. 2h) yielded Ara, Xyl, Man, Gal, GalUA and Glc at sugar abundances of ca. 20–25 mol %, 10–15 mol %, 15 mol %, 7.5 mol % and 10–20 mol %, respectively. The sugar compositions of the cell walls of both sensitive and tolerant forms of M. caffrorum are clearly complex and more difficult to interpret in terms of polymer sources. However, what is clear is the dramatic increase in the abundance of Ara in the tolerant frond cell walls, an increase of 15–20 mol % from sensitive tissue (Fig. 2g, h), indicating an important role for polymers containing this sugar in desiccation tolerance. Fourier transform infrared (FT-IR) spectroscopy has been used to profile plant cell walls both in vivo (with specialised equipment) and on processed AIR material (Chen et al. 1998; Alonso-Simón et al. 2004). The methodology offers a rapid non-invasive and non-destructive method to obtain data and provide insight into the underlying chemical nature of the material analysed. Spectral data are composed of a superposition of spectral signatures from the various polymer systems present in the AIR, and identification of the various chemical functional groups (and polymers that contain them) is possible through comparison with reference data generated from isolated polymers. The methodology has been put to use most effectively in screening strategies to identify cell wall mutants in plant populations by comparison with wild-type data (Chen et al. 1998), mostly facilitated using multivariate data analysis techniques (e.g. chemometric methods commonly PCA). FT-IR spectroscopy coupled to PCA was used to provide an alternative method to non-invasively scan intact AIR samples (i.e. the entire cell wall network) sourced from resurrection plants and to allow comparison of the samples with each other and between material from hydrated and dehydrated plants. An inspection of the PCA plot generated from spectral data (averaged from three replicates) (Fig. 3), accounting for 69 % of the total variation in the dataset with PC1 and PC2 accounting for 51 and 18 % of the variation, respectively, shows clear clustering of the different resurrection plant samples. The plot showed that M. flabellifolia, M. caffrorum (tolerant form only), X. schlecterii, X. viscosa and E. nindensis had distinct clusters (Fig. 3) and that no dramatic differences were evident between hydrated and dehydrated plants for these species. This is consistent with the observation that these species do not show cell wall compositional changes upon desiccation. It is also interesting to note that M. flabellifolia and E. nindensis showed distinct clustering (Fig. 3), due to their unique wall compositions, i.e. an arabinan-rich/AGPrich pectin wall in the former and an arabinoxylan-rich wall in the latter case. The two species C. plantagineum and X. humilis show major differences between hydrated and desiccated leaves (Fig. 3). The nature of these differences is difficult to interpret from the loading plots (data not shown), as the spectral overlaps between the different polymer systems suggest that multiple polymer networks contribute to driving the variation observed in the score plot (Fig. 3). Even though loading plots are not simple for interpretation, the advantage of this approach is that overall wall composition and architecture can be probed in a holistic manner giving insight into the broad functional chemistry present. Clearly, as most of the resurrection plants do not show substantial wholesale changes in wall structure and composition, although the nature of the differences found for C. plantagineum and X. humilis would be interesting to discern, more subtle influences must be at play during desiccation. From this analyses, it is clear that more subtle differences are involved in preparing resurrection plant cell walls to desiccation, and so more specific techniques are needed, such as those using molecular probes (e.g. commercial antibodies to wall glycans) to determine structural alterations. To complement these chemical and spectroscopic analyses and results, and to provide additional detailed independent datasets, CoMPP analysis of the different resurrection plant AIR samples was performed. CoMPP 123 Planta Fig. 3 Principal component analysis of FT-IR spectroscopic data generated from total AIR sourced from leaves and fronds of hydrated and desiccated resurrection plants. Codes indicate resurrection plant names and hydration state: M flab H: Myrothamnus flabellifolia hydrated, M flab D: Myrothamnus flabellifolia desiccated, C plant H: Craterostigma plantagineum hydrated, C plant D: Craterostigma plantagineum desiccated, X vis H: Xerophyta viscosa hydrated, X vis D: Xerophyta viscosa desiccated, X sch H: Xerophyta schlecterii hydrated, X sch D: Xerophyta schlecterii desiccated, X hum H: Xerophyta humilis hydrated, X hum D: Xerophyta humilis desiccated, E nind H: Eragrostis nindensis hydrated, E nind D: Eragrostis nindensis desiccated, M caff H: Mohria caffrorum hydrated and M caff D: Mohria caffrorum desiccated analysis allows the profiling and the analysis of cell wall material using sets of monoclonal antibodies (mAbs) and carbohydrate binding modules (CBMs) with specificities toward plant cell wall glycan epitopes (Moller et al. 2007). CoMPP analysis provides information about the relative abundance of epitopes in the extracted material rather than fully quantitative data but in contrast to fully quantitative biochemical techniques, it can provide information about polysaccharide rather than monosaccharide occurrence. CoMPP analysis was performed by extracting with CDTA (to predominantly extract pectin-type material) and NaOH (to predominantly extract hemicellulosic polymers) from AIR prepared from hydrated and desiccated vegetative tissues. To provide an overview of the CDTA and NaOH datasets, a PCA analysis was performed on each of these data matrices (Figs. 4, 5). Inspection of the CDTA score plot (Fig. 4a) and corresponding loading plot (Fig. 4b) reveals distinct clusters associated with specific epitopes present in certain AIR samples. E. nindensis, X. viscosa, X. schlecterii and X. humilis are clustered together (Fig. 4a) and seem to possess higher abundances of epitopes recognised by mAbs LM1, JIM20 (both anti-extensin) LM2 (anti-AGP) and LM5 (anti-galactan). M. caffrorum positioning (Fig. 4a) corresponded to higher relative amounts of AGPs recognised by mAbs JIM8, JIM13, MAC207 and JIM4, and XyG recognised by mAb LM15 (Fig. 4b). Similarly, M. flabellifolia and C. plantagineum appeared to separate from the rest of the data samples (Fig. 4a) based on higher relative amounts of HG epitopes (mAbs JIM5, JIM7) arabinan epitopes (mAb LM13), AGP (mAb JIM13) and xylan/AX epitopes (mAb LM11) mAbs (Fig. 4b). No major differences in clustering for desiccated and hydrated samples are evident from inspecting the CDTA score plot (Fig. 5a). Interestingly, PCA analysis of the NaOH dataset displayed different clustering patterns to the CDTA analysis (Figs. 4, 5). X. viscosa, X. schlecterii, X. humilis C. plantagineum and M. caffrorum clustered in the centreleft of the score plot (Fig. 5a) and, thus, represent the average samples in the dataset, and appears to be due to the high relative amounts of galactans (LM5), mannans (BS400-4), AGPs (MAC207) and extensins (JIM20, LM1) in these plants. M. flabellifolia samples distinctly separate 123 Planta from the main cluster (Fig. 5a) correlating with higher relative amounts of xylan (mAb LM10), xylan/AX (mAb LM11), arabinan (mAbs LM13 and LM6) and AGP epitopes (mAbs JIM13, LM2 and JIM8) (Fig. 5a). E. nindensis samples also cluster separately from the main sample cluster (Fig. 5a) and this appears to be the result of higher abundances of (1,3)-b-D-glucan (mAb BS400-2), XyG (mAb LM15), arabinan (mAb LM6), AGP (mAb LM2) and xylan/AX epitopes (mAb LM11) (Fig. 5b). No major differences between hydrated and desiccated states were evident. Further inspection of the CoMPP datasets (Figs. 4c, 5c) allows detailed comparison of polymers present between species and also between hydration states of the same species. For the woody resurrection plant M. flabellifolia, the analysis is generally confirmatory of prior studies insofar as the CDTA extracts containing HG epitopes (mAbs JIM5 and JIM7), arabinans (mAbs LM6 and LM13) and AGPs (mAbs LM2, JIM4, JIM8 and JIM13) were detected (Fig. 4c) confirming the pectin-rich nature of the wall ‘plasticised’ by the presence of arabinans and AGPs (Moore et al. 2006). The NaOH treatment of M. flabellifolia AIR extracted further hemicellulosic polymers with co-extracted pectin polymers evidenced (Fig. 5c) by the presence of arabinans (mAbs LM6 and LM13), galactans (mAb LM5) and AGPs (mAbs LM2, JIM4, JIM8 and JIM13) found together with XyG (mAb LM15) and fucosylated XyG (mAb CCRC-M1), xylans (mAb LM10), AXs (mAb LM11), mannan (BS400-4), extensins (mAbs LM1 and JIM20), (1,3)-b-D-glucan (mAb BS400-2) and cellulose (CBM3a). This confirms previous chemical analysis of M. flabellifolia leaves inferring all these wall components present and additionally the binding of the CCRC-M1 mAb concurs with prior MS analysis showing fucosylated XyG motifs occurring in the walls (Moore et al. 2006). No significant differences appear between hydration states in both datasets for M. flabellifolia. In the case of C. plantagineum, the walls are rich in pectin supported by the abundant HG epitopes (mAbs JIM5 and JIM7) and associated arabinans chains (mAb LM6) in the CDTA extract, but are poor in both abundance and diversity of AGPs (mAbs LM2 and JIM13 in the CDTA extract and mAb JIM13 in the NaOH extract) (Fig. 4c). Interestingly, extensin epitopes (mAbs LM1 and JIM20) are detected in CDTA extracts from AIR material (Fig. 4c). The walls are clearly pectin-rich as evidenced by HG (mAb JIM5), galactan (mAb LM5) and arabinan (mAb LM6) coextracted with hemicellulose polymers: mainly XyGs (mAb LM15), mannan (mAb BS400-4), extensins (mAbs LM1 and JIM20), (1,3)-b-D-glucan (mAb BS400-2) and cellulose (CBM3a) using NaOH extraction (Fig. 4c). The herbaceous nature of this species is supported by the lack of xylans (no LM10 or LM11 epitopes detected) implying no significant vasculature/reinforced strands (e.g. sclerenchyma) present in the leaves. No obvious differences between hydrated and desiccated samples appear present. The Xerophyta spp. studied show similar CDTAextractable pectin components including HGs (mAbs JIM5 and JIM7), arabinan (mAb LM6), AGPs (mAbs LM2, JIM4 and MAC207) and extensins (mAbs LM1 and JIM20) (Fig. 4c). In addition, the AGP epitopes recognised by mAbs JIM8 and JIM13 were present in X. humilis and the JIM13 epitope was present in X. schlecterii CDTAextractable material (Fig. 4c). NaOH extraction liberates a combination of ‘tightly bound’ pectin-associated material and hemicellulosic polymers from AIR prepared from Xerophyta spp. The pectin components include arabinan (mAb LM6), galactan (mAb LM5) and AGP (mAb LM2) (Fig. 5c). In addition, AGP epitopes specific to X. schlecterii include those recognised by mAbs LM2, JIM8, JIM13 and MAC207; to X. viscosa include those recognised by mAbs LM2, JIM4 and JIM8; and to X. humilis include those recognised by mAbs LM2 and JIM13 (Fig. 5c). The arabinan epitope recognised by LM13 is also found in X. schlecterii and X. humilis. XyG epitopes present in all Xerophyta spp. include that recognised by LM15 and also, interestingly mAb CCRC-M1, indicating fucosylated XyG motifs are found in these species. The cellulose (recognised by CBM3a), (1,3)-b-D-glucan (recognised by mAb BS4002) and extensin (mAbs LM1 and JIM20) epitopes are present in all three resurrection plants (Fig. 5c). Most remarkably, the xylan (mAb LM10) and xylan/AX (mAb LM11) epitopes are only found in X. humilis (Fig. 5c), indicating the probable source of the previously characterised elevated levels of Ara and Xyl found in this species compared to X. schlecterii and X. viscosa. Additionally, the mannan epitope recognised by BS400-4 appears unique to X. humilis AIR (Fig. 5c). No obvious differences between hydrated and dehydrated tissues appear evident for both CDTA and NaOH extracts. Certainly, the monosaccharide composition analysis of the AIR sourced from E. nindensis suggests a significantly different wall structure than the other resurrection plants studied. This is supported by the CoMPP analysis which suggests a minimal pectin component with only epitopes to HGs (mAbs JIM5 and JIM7), arabinan (mAb LM6) and AGP (mAb LM2) recognised (Fig. 4c). Galactans, arabinans and AGPs recognised by mAb LM5, LM6 and LM2, respectively, are also present in the NaOH extract (Fig. 5c). In addition to cellulose (recognised by CBM3a) and (1,3)b-D-glucan (recognised by mAb BS400-2) polymers, evidence for XyG (mAb LM15), xylan (mAb LM10), xylan/ AX (mAb LM11) and mannan (mAb BS400-4) being present (Fig. 5c) strongly supports previous compositional analysis. No differential binding of Abs or CBMs to E. nindensis samples prepared from hydrated versus 123 Planta Fig. 4 Principal component analysis of CoMPP data generated from CDTA extraction of total AIR sourced from leaves and fronds of hydrated and desiccated resurrection plants. A score plot is indicated (a) and associated codes indicate resurrection plant names and hydration state: M flab H: Myrothamnus flabellifolia hydrated, M flab D: Myrothamnus flabellifolia desiccated, C plant H: Craterostigma plantagineum hydrated, C plant D: Craterostigma plantagineum desiccated, X vis H: Xerophyta viscosa hydrated, X vis D: Xerophyta viscosa desiccated, X sch H: Xerophyta schlecterii hydrated, X sch D: Xerophyta schlecterii desiccated, X hum H: Xerophyta humilis hydrated, X hum D: Xerophyta humilis desiccated, E nind H: Eragrostis nindensis hydrated, E nind D: Eragrostis nindensis desiccated, M caff H: Mohria caffrorum hydrated and M caff D: Mohria caffrorum desiccated. A loading plot is indicated (b). Comprehensive microarray polymer profiling (CoMPP) analysis of resurrection plant leaf and frond cell wall fractions from CDTA-extractable material (c). The heatmap shows the relative abundance of plant cell wall glycan-associated epitopes present in AIR and colour intensity is correlated to mean spot signals. Sequential extractions were carried out with CDTA and the extracted material spotted onto nitrocellulose, which was probed with sets of antibodies and carbohydrate binding modules. The values in the heatmap are mean spot signals from three experiments and the highest signal in the entire data set was set to 100 and all other data adjusted accordingly. A cut off value of 5 was imposed 123 a b c Planta Fig. 5 Principal component analysis of CoMPP data generated from NaOH extraction of total AIR sourced from leaves and fronds of hydrated and desiccated resurrection plants. A score plot is indicated (a) and associated codes indicate resurrection plant names and hydration state: M flab H: Myrothamnus flabellifolia hydrated, M flab D: Myrothamnus flabellifolia desiccated, C plant H: Craterostigma plantagineum hydrated, C plant D: Craterostigma plantagineum desiccated, X vis H: Xerophyta viscosa hydrated, X vis D: Xerophyta viscosa desiccated, X sch H: Xerophyta schlecterii hydrated, X sch D: Xerophyta schlecterii desiccated, X hum H: Xerophyta humilis hydrated, X hum D: Xerophyta humilis desiccated, E nind H: Eragrostis nindensis hydrated, E nind D: Eragrostis nindensis desiccated, M caff H: Mohria caffrorum hydrated and M caff D: Mohria caffrorum desiccated. A loading plot is indicated (b). Comprehensive microarray polymer profiling (CoMPP) analysis of resurrection plant leaf and frond cell wall fractions from NaOH-extractable material (c). The heatmap shows the relative abundance of plant cell wall glycan-associated epitopes present in AIR and colour intensity is correlated to mean spot signals. Sequential extractions were carried out with NaOH and the extracted material spotted onto nitrocellulose which was probed with sets of antibodies and carbohydrate binding modules. The values in the heatmap are mean spot signals from three experiments and the highest signal in the entire data set was set to 100 and all other data adjusted accordingly. A cut off value of 5 was imposed a b c 123 Planta dehydrated samples was observed (Fig. 5c). The pectin extract from M. caffrorum (tolerant form) was found to be fairly simple in composition being constituted of HGs (mAbs JIM5 and JIM7) and AGPs (mAb sJIM4, JIM8, JIM13 and MAC207) (Fig. 4c). Further pectin components, HGs (mAb JIM5), galactan (mAb LM5), arabinan (mAb LM6) and AGPs (mAbs JIM4, JIM13 and MAC207), were also found in the NaOH extract (Fig. 5c). Hemicellulosic polymers present include XyG (mAb LM15), fucosylated XyG (mAb CCRC-M1) and mannan (mAb BS400-4) as well as (1,3)-b-D-glucan (mAb BS400-2) and cellulose (CBM3a) (Fig. 5c) supporting the compositional data previously reported. No significant differences between hydration states could be detected using CoMPP analysis on M. caffrorum material (Figs. 4c, 5c). Cluster analysis was performed on the CoMPP datasets (Fig. 6) to determine which of the two factors: species identity or the hydration state was of greater importance in determining cell wall composition. Cluster analysis performed on the CDTA CoMPP dataset results in a dendrogram (Fig. 6a) showing that M. caffrorum, M. flabellifolia, C. plantagineum and X. humilis clustered mainly according to their species status, with hydration state not playing a major role. The other three species: E. nindensis, X. schlecteri and X. viscosa by contrast did not show as clear species clustering. Cluster analysis of the NaOH CoMPP dataset confirmed that, based on broad hemicellulose components, resurrection plants clustered based on their species status and not hydration states (Fig. 6b). As cluster analysis involves different algorithms, the results are not comparable to PCA analysis nor are comparisons to ‘loading variables’ possible. From this analysis, it appears pectin components show greater variation in relation to environmental conditions rather than NaOH-extractable components which are conserved structural ‘hemicellulosic’ components. This would tend to imply that constitutive protection mechanisms predominate and that resurrection plants possess cell walls pre-adapted to survive major fluctuations in water content. Discussion Desiccation tolerance of vegetative tissues is clearly a complex phenomenon and research over the past few decades has reinforced the realisation that multiple factors ‘act in concert’ to effect protection (Moore et al. 2009). A range of general properties are necessary to achieve tolerance, these include molecular signalling mechanisms and water stress signal perception, alleviation of osmotic stresses (e.g. producing osmo-protectants), activation of antioxidant systems, modification of photosynthesis, limiting of mechanical/membrane damage and production of 123 desiccation-protectant proteins (e.g. LEAs) (see Bartels and Hussein 2011; Cushman and Oliver 2011; Moore and Farrant 2012 for current reviews concerning vegetative desiccation tolerance mechanisms in resurrection plants). Recent studies have revealed strong evidence that desiccation tolerance re-activated/re-evolved from orthodox seed genetic programming, which remained ‘switched on’ during germination and growth (Farrant and Moore 2011). In the context of the current study, the role of the cell wall is only one aspect contributing to the much more extensive phenomenon/property of desiccation tolerance (Moore et al. 2008a). Nevertheless, acquiring comprehensive desiccation tolerance requires the protection of the cell wall in parallel to activating other cellular/metabolic processes (Moore et al. 2008b). The data presented here suggest that resurrection plants from disparate plant lineages not only possess unique species-specific cell walls, but have also evolved ‘wall-specific’ solutions to desiccation stress. To summarise the main findings of this study, a series of schematic illustrations are provided (Fig. 7), which encapsulates the main wall adaptations found in each of the resurrection plant species ‘types’ surveyed. In M. flabellifolia, pectin-associated arabinans and AGPs provide constitutive protection (Moore et al. 2006, 2008a), while in Craterostigma spp. a number of inducible-responses are observed from xyloglucan remodelling and calcium ion deposition to expansin production (Vicré et al. 1999, 2004; Jones and McQueen-Mason 2004; Suarez Rodriguez et al. 2010). The arabinan ‘plasticising’ hypothesis is further strengthened by the arabinan epitopes (recognised by mAbs LM13 and LM6) detected in M. flabellifolia tissue. The presence of high amounts of Ara-containing polymers suggests an interesting manner by which desiccation tolerance may have evolved in this species. Arabinans have been shown to be present in high abundances (40 % noncellulosic sugar component) in Arabidopsis seed tissue cell walls and upon germination these arabinans are actively metabolised as a fuel reserve (Gomez et al. 2009). It is tempting to speculate that these arabinans are serving a dual function protecting the seeds against desiccation when dehydrated (Webb and Arnott 1982) and switching to a germination energy store during imbibition. In the case of M. flabellifolia seeds, this catabolic breakdown of Ara polymers is inhibited ensuring that the seedlings possess arabinan-rich cell walls, which are able to constitutively resist desiccation allowing for the retention of seed-encoded vegetative desiccation tolerance in this species. The Xerophyta spp. have a generally hemicellulose-rich wall; however, a significant amount of pectin is also present. In this study, the data suggest that arabinosylation of xylans is important, possibly preventing irreversible crystallisation of xylans in muro and/or the aggregation of other polymers due to water loss, particularly in X. humilis which shows Planta a Average linkage clustering using Squared Euclidian distance M caff H M caff D M flab H M flab D C plant H C plant D E nin H X hum H X hum D X sch D E nin D X vis D X vis H X sch H Relative distance b Average linkage clustering using Squared Euclidian distance M flab H M flab D C plant H C plant D X hum H X hum D X vis H X vis D X sch H X sch D M caff H M caff D E nin H E nin D Relative distance Fig. 6 Cluster analysis of CoMPP datasets from CDTA (a) and NaOH (b) extractable cell wall polymers prepared from resurrection plant leaves (fronds). Codes indicate resurrection plant names and hydration state: M flab H: Myrothamnus flabellifolia hydrated, M flab D: Myrothamnus flabellifolia desiccated, C plant H: Craterostigma plantagineum hydrated, C plant D: Craterostigma plantagineum desiccated, X vis H: Xerophyta viscosa hydrated, X vis D: Xerophyta viscosa desiccated, X sch H: Xerophyta schlecterii hydrated, X sch D: Xerophyta schlecterii desiccated, X hum H: Xerophyta humilis hydrated, X hum D: Xerophyta humilis desiccated, E nind H: Eragrostis nindensis hydrated, E nind D: Eragrostis nindensis desiccated, M caff H: Mohria caffrorum hydrated and M caff D: Mohria caffrorum desiccated increased arabinose incorporation into the leaf wall due to desiccation. Different AGP epitopes are also found in the three Xerophyta spp. and these may contribute to the protection of pectin components against dehydration. The cell walls of the resurrection grass E. nindensis are markedly hemicellulose-rich and almost exclusively composed of xylans and cellulose. Desiccation stress causes this species to change its Ara:Xyl ratio in the favour of Ara, thereby providing more support to the role of highly arabinosylated xylans in protecting the wall from water-deficit damage. A recent study has implicated arabinosylation of xylans in improving the hydration rate and capacity of polymer mixtures (Ying et al. 2011). The resurrection fern M. caffrorum possesses a very different cell wall profile to the 123 Planta a b EXPANSIN Ca2+ AGP Ca2+ Ca2+ Ca2+ AGP XG modification AGP AGP Ca2+ Ca2+ Ca2+ EXPANSIN c d AGP AGP AGP AGP AGP AGP cellulose side chain (arabinan) xyloglucan side chain (branched arabinan) rhamnogalcturonan I (Rha: grey, GalA: white) expansin EXPANSIN xyloglucan structural alteration (e.g. cleavage) saccharide (sucrose) arabinogalactan protein XG modification xylan AGP calcium ions Ca2+ (galacto-)mannan Fig. 7 Schematic illustrations summarising the main cell wall adaptations documented in the various resurrection plants surveyed. The different resurrection plant wall ‘types’ characterised are Myrothamnus flabellifolia (a), Craterostigma wilmsii and Craterostigma plantagineum (b), Mohria caffrorum (tolerant form, c) and Xerophyta spp. and Eragrostis nindensis (d). The data to support some of these models are collated from a number of papers including: Jones et al. (2003); Moore et al. (2006, 2007, 2008a, b); Vicré et al. (1999, 2004). A key legend identifying the different schematic objects present in the various cell wall illustrations is provided angiosperm species surveyed. The cell walls of this species appear to be composed of a mixture of pectins, XyGs, mannans and galactomannans and interestingly seems to utilise mainly AGPs as cell wall desiccation-protectants. The remodelling of the wall between desiccation-tolerant and -sensitive states reinforces the importance of AGPs and arabinans in this species which appear altered as a function of desiccation and seasonal life cycle phase. What is common regarding these wall responses is that they appear to involve improving plasticity, i.e. acting as pasticizers. The chemical definition of plasticizers involves their use as dispersants added to polymer blends to increase the plasticity and/or fluidity of a material. In the context of cell walls the role of these substances (e.g. as loosening agents) as key determinants in influencing plasticity (see Beckman 1971 and Wu et al. 1988 for useful reviews on plant cell wall plasticity) during growth and development. The role of AGPs, key constituents of cell walls, as pectic plasticizers is reviewed in Lamport et al. (2006), where they are shown to play a role in response to osmotic stress (i.e. salt). If AGPs were the first ‘pectic plasticizer’ as these data imply, then it would be tempting to speculate that in addition to a plasticizer (mechanical stabilising function) these wall-membrane interface proteins also had a ‘mechanosensor’ function, involved in water loss signal perception. The involvement of GRPs in resurrection plant desiccation phenomena (Wang et al. 2009), distantly related to AGPs, might point to a functional role in the cell wall membrane interface, currently an area of active research (Hamann 2012). It is also tempting to speculate on an evolutionary framework for wall adaptations, with the first ‘solution’ involving the recruitment of AGPs and 123 Planta pectic-arabinan incorporation into the walls of pteridophytes (M. caffrorum) and basal angiosperms (M. flabellifolia) as a remedy to repeated desiccation/rehydration cycles. The RG-1 backbone of potato pectin has been shown experimentally to be dependent on arabinan side chain substitution/abundance for efficient rehydration (Larsen et al. 2011). The development of the standard dicotyledon pectin-rich walls necessitated a combination of inducible factors (e.g. expansins) to be employed as is found in C. plantagineum and C. wilmsii. The evolution of monocotyledon grass-like (Xerophyta spp.) and grass (E. nindensis) walls required modification of the xylan components of these walls (i.e. via arabinosylation) to improve solubility and prevent desiccation-induced polymer aggregation in the resurrection plant species when dehydrating/rehydrating. A major limitation of the current study is that this profiling approach does not give any insight into the spatial/ structural determinants that may be important in resurrection plant cell walls. The high-throughput profiling methodology (Nguema-Ona et al. 2012) performed in this study has, however, given useful insights into which areas (i.e. wall networks and epitopes) might be productive to invest in, in respect of more in-depth cell wall analyses. Certainly epitopes associated with arabinans, AGPs and arabinoxylans would be useful areas to probe, using commercially available wall glycan antibodies, in specific types of resurrection plants as a fraction of dehydration/rehydration. A range of wall probes and immunomicroscopy-based methodology are available (Lee et al. 2011), which will be used in future studies to ‘follow-up’ on the leads obtained from the current study. Nevertheless, a clear ‘general mechanism’ is evident, in that resurrection plant cell walls need to be maintained in a flexible state during desiccation and be easily rehydrated when water becomes available to the plant. The use of Ara-containing polymers and arabinosylation of existing polymers appear to be a repeated evolutionary strategy employed to ‘plasticise’ the cell wall and to ensure polymer aggregation due to water loss does not occur in these species. The data presented here also suggest a more universal role for Ara-rich polymers (e.g. RGII, AGP and AX) in respect of cell wall function in relation to hydration properties in general plant growth and development processes. Acknowledgments Our thanks go to Borakalalo National Park for donation of X. humilis, John and Sandy Burrows and Elizabeth Parker (Lydenberg district) for donation of C. wilmsii and X. viscosa, and Rupert and Tanya Baber (Waterberg district) for donation of M. flabellifolia, Professor Martin Kidd (Centre for Statistical Consultation, Stellenbosch University) is thanked for help and discussions on statistical data analysis. We would like to thank Jonatan Fangel (University of Copenhagen, Denmark) for help with the CoMPP figure artwork. The work was supported by grants to Jill Farrant from the Harry Oppenheimer Trust Foundation and University of Cape Town. 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