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First published online May 19, 2006; 10.1104/pp.106.079384 Plant Physiology 141:1035-1044 (2006) © 2006 American Society of Plant Biologists
Quantitative Trait Loci Analysis of Primary Cell Wall Composition in Arabidopsis1Laboratoire de Biologie Cellulaire (G.M., S.P., H.H.) and Station de Génétique et d'Amélioration des Plantes (O. Loudet), Institut Jean-Pierre Bourgin, Institute National de la Recherche Agronomique, 78026 Versailles, France; Max Planck Institute for Molecular Plant Physiology, 14476 Golm, Germany (H.W.-W., M.P.); and Faculté des Science, Unité Mixte de Recherche 6037, Centre National de la Recherche Scientifique, European Institute for Peptide Research 23, Université de Rouen, 76821 Mont Saint Aignan cedex, France (M.-P.B., C.R., O. Lerouxel, P.L.)
Quantitative trait loci (QTL) analysis was used to identify genes underlying natural variation in primary cell wall composition in Arabidopsis (Arabidopsis thaliana). The cell walls of dark-grown seedlings of a Bay-0 x Shahdara recombinant inbred line population were analyzed using three miniaturized global cell wall fingerprinting techniques: monosaccharide composition analysis by gas chromatography, xyloglucan oligosaccharide mass profiling, and whole-wall Fourier-transform infrared microspectroscopy. Heritable variation and transgression were observed for the arabinose-rhamnose ratio, xyloglucan side-chain composition (including O-acetylation levels), and absorbance for a subset of Fourier-transform infrared wavenumbers. In total, 33 QTL, corresponding to at least 11 different loci controlling dark-grown hypocotyl length, pectin composition, and levels of xyloglucan fucosylation and O-acetylation, were identified. One major QTL, accounting for 51% of the variation in the arabinose-rhamnose ratio, affected the number of arabinan side chains presumably attached to the pectic polysaccharide rhamnogalacturonan I, paving the way to positional cloning of the first gene underlying natural variation in pectin structure. Several QTL were found to be colocalized, which may have implications for the regulation of xyloglucan metabolism. These results demonstrate the feasibility of combining fingerprinting techniques, natural variation, and quantitative genetics to gain original insight into the molecular mechanisms underlying the structure and metabolism of cell wall polysaccharides.
Elucidation of the biogenesis and function of cell wall components remains a major challenge in plant biology. The use of functional genomics has led to progress in identification of the actors involved in the synthesis of nucleotide sugars, cellulose, xyloglucan, pectin, and galactomannan (Perrin et al., 1999 -(1 > 3),(1 > 4)-linked glucan content in oat (Avena sativa; Kianian et al., 2000
Monosaccharide Composition The relative amounts of individual monosaccharides in Bay-0 and Shahdara (Fig. 1A ) were determined, together with the ratios of the principal monosaccharides: Ara-Rha, Gal-Rha, Glc-Xyl, Ara-Xyl, and GalA-Rha. Significant differences were found in the abundance of wall-derived Ara and GalA, and the largest difference was that for the Ara-Rha ratio (t test; P < 0.05). In RIL analysis, a significant genotype effect was found for the Ara-Rha ratio (Table I ), but not for any of the other monosaccharide contents or ratios (data not shown).
XyGO Mass Profiling
The oligosaccharide profile of xyloglucan was determined by digesting cell wall material with a xyloglucan-specific endoglucanase (XEG; EC 3.2.1.151; Pauly et al., 1999
FTIR spectra were collected in transmission mode from a 50-µm x 50-µm window halfway up the hypocotyl, avoiding the central cylinder. Hypocotyls are anatomically very simple and the spectra obtained therefore correspond to the absorbance of epidermal and cortical cell layers only. We selected a window between 829 and 1,801 cm1, represented by 253 data points, containing information characteristic for polysaccharides. Representative baseline-corrected and area-normalized spectra for Bay-0 and Shahdara are shown in Figure 1C. With the exception of a few clearly resolved frequencies, such as the band at 1,740 cm1 corresponding to carboxylic esters (Kacurakova et al., 2002
Genetic Variation in RILs and Parents Significant genetic variation was observed for 22 traits P < 0.05 (Table I), but heritability was highest for the Ara-Rha ratio (ARH; h2 = 0.68) and hypocotyl length (h2 = 0.37). Lower heritability values were obtained for several FTIR wavenumbers and various xyloglucan fragments (Table I). Considering each wavenumber as a single trait, an ANOVA of phenotypic variation across the 140 RILs showed that heritability was heterogeneous across the spectrum, with regions of significant genetic variation (h2 between 0.07 and 0.25) and regions of no genetic variation (Fig. 3). The wavenumbers corresponding to the 10 most significant local heritability peaks (h2 from 0.140.25) were considered as single traits and included in subsequent QTL mapping. All trait values for the core population of 140 RILs were normally distributed, consistent with quantitative genetic variation (data not shown). Transgressions were considered significant if extreme RIL trait values differed from the parental trait values by more than twice the SE. Significant transgression was observed for all traits listed in Table I.
The results of QTL mapping are presented in Table II and Figure 4 . We detected 33 QTL for the entire set of traits. Each trait was significantly controlled by one to four QTL dispersed among the chromosomes. Individual QTL explained between 5% and 51% of the total phenotypic variation (R2) of the given trait, and as many as 12 QTL had an R2 exceeding 10%. QTL with positive and negative allelic effects were identified, a positive effect implying a higher value for the trait conferred by the Bay-0 allele. QTL were considered to be potentially colocalized when their 1-log of the odds (LOD) support intervals (estimated by decreasing the QTL peak by 1 LOD) overlapped.
Dark-Grown Hypocotyl Length
Hypocotyl length was measured because variation in cell wall composition may lead to variation in cell elongation. Four QTL of moderate effect (R2 from 7%12%) affected etiolated hypocotyl length: three had positive (HLD-1, 2, and 3) and one had negative (HLD-4; Fig. 4; Table II) effects. None of these QTL colocalized with the dark-grown hypocotyl-length QTL previously identified in RIL populations of crosses between Columbia-0 and Kashmir-1 (Wolyn et al., 2004
In total, 10 xyloglucan-structure QTL were identified. Seven corresponded to the relative abundance of single typical XyGOs, one corresponded to the cumulative abundance of O-acetylated XyGOs (Ac), and another to the cumulative abundance of XLFG with and without Ac (XLFG ± Ac). The remaining QTL (XXLG/XXFG) corresponded to the ratio of the relative areas for ions with mass-to-charge ratios of 1,247 and 1,393 (XXLG and XXFG, respectively). We identified QTL for all types of combinations of galactosyl-, fucosyl-, and O-acetyl-substituted oligosaccharides, but none of the QTL was linked to XyGOs containing only xylosyl substitutions, not even the highly abundant XXXG. A QTL for the XXLG-XXFG ratio (positive effect) was identified on chromosome 1 at about 78 cM. This QTL colocalized with two other QTL, corresponding to the relative amounts of XXFG and XXLG, with negative and positive effects, respectively. These three QTL probably correspond to a single locus influencing the level of fucosylation of XXLG. We have named this locus XYLOGLUCAN MODIFICATION-1 (XGM-1). The second QTL, XXLG/XXFG-2 (chromosome 4, around 67 cM), colocalized with XXLG-2, both QTL having a negative effect. In contrast to what was observed for XGM-1, no QTL for XXFG levels was found to colocalize with XXLG/XXFG-2. Instead, XXFG + Ac and Ac-1, both of which had a positive effect, mapped to this locus. The most likely explanation for this association of QTL is that a single QTL (referred to as XGM-2) at this locus affects XXLG fucosylation levels, with an effect opposite to that of XGM-1, and that Ac may compensate for changes in XXFG levels. Interestingly, the positive-effect QTL XLFG-1 also mapped to this locus, suggesting that XGM-2, unlike XGM-1, affects the fucosylation levels of both XLLG and XXLG. A third QTL influencing xyloglucan fucosylation, XLFG-2 (chromosome 5, around 75 cM), was also identified. This positive-effect QTL colocalized with XLFG + Ac, Ac-3, and XLFG ± Ac, all three with positive effects. Theoretically, these four QTL may all correspond to a single locus (XGM-3) affecting the degree of XLLG fucosylation or XXFG galactosylation. The QTL Ac-2 and XXFG + Ac-2 had positive effects and colocalized to the top of chromosome 5. They presumably correspond to a single locus (XGM-4) specifically affecting Ac of XXFG in particular.
All the QTL related to FTIR wavenumbers mapped to only two regions: one on chromosome 1 and the other on chromosome 2. On chromosome 1, QTL for seven wavenumber values colocalized within the 70- to 77-cM interval: 1,041, 1,049, and 1,060 cm1 with negative effects, and 1,434, 1,473, 1,639, and 1,677 cm1 with positive effects. Wavenumbers 1,041, 1,049, and 1,060 cm1 are part of the carbohydrate fingerprint region and may correspond to the absorbances of cellulose, xyloglucan, or even RGI side-chain bonds (McCann et al., 1992 Within the 34- to 38-cM interval on chromosome 2, we identified an association of positive-effect QTL for the absorbance values of wavenumbers 1,496, 1,554, 1,677, and 1,639 cm1 and a negative-effect QTL for 1,157 cm1. Wavenumber 1,157 cm1 corresponds to the absorbance of polysaccharide glycoside bonds, 1,496 cm1 to amide band II, and 1,554 cm1 to carboxylates. Again, it seems likely that there is a single locus, IRA-2, coordinately influencing all five wavenumber values. The results obtained suggest that IRA-1 and IRA-2 have opposite effects on the amount of acidic pectin (COOH wavenumbers 1,639 and 1,677 cm1) in the wall.
Three QTL (ARH-1 to 3) with positive allelic effects on the Ara-Rha ratio were identified, with ARH-3 having the strongest effect (R2 = 51%). The molecular basis of this variation was investigated by fractionating cell wall polysaccharides from the parental accessions by means of successive chemical extractions and determining the sugar composition of the resulting fractions. Variation in the Ara-Rha ratio may reflect differences in the arabinan side chains of RGI or arabinogalactan proteins (AGPs). RGII and glucuronoarabinoxylan also contain Ara, but are unlikely to have a major effect given their low abundance in Arabidopsis primary cell walls (Zablackis et al., 1995
This study demonstrates the feasibility of exploiting natural variation in Arabidopsis for identification of the processes underlying cell wall metabolism. We first showed that the miniaturized analytical techniques were sufficiently quantitative and reproducible for the detection and dissection of natural variation in cell wall composition. We then showed that the homeostasis of a number of cell wall-related features, including previously unsuspected polysaccharide decorations, such as xyloglucan acetylation and fucosylation, was genetically controlled in developing dark-grown seedlings. The Ara-Rha ratio was the most heritable trait identified in this RIL population (h2 = 0.68). Analysis of cell wall fractions from the two parental lines showed that this trait probably reflects differences primarily, if not exclusively, in the number and/or length of arabinan side chains on the pectic polysaccharide RGI. No difference was observed between the parental lines in terms of the arabinan content of AGPs precipitated with Yariv reagent. Three QTL were identified for this trait, including one major locus accounting for more than one-half of the total phenotypic variation. All three QTL are thought to affect arabinan side chains on RGI, rather than other polysaccharides. Indeed, we observed no difference between the parental lines for other polysaccharides, with only a weak transgression for the Ara-Rha ratio in the RIL population, and all three QTL acted in the same direction. However, we cannot exclude the possibility of a hidden transgression for another polysaccharide contributing to this character.
Several mutants with low (mur4, 5, 6, and 7) or high (mur10) Ara content have been described (Reiter et al., 1997
Ara content varies more strongly than the content of any other neutral sugar during development and is higher in growing than in nongrowing tissues (Reiter et al., 1997
Whereas many mutants have strong, easily identifiable phenotypes, natural variation typically gives rise to a whole range of highly subtle phenotypes. These subtle phenotypic differences make molecular analysis more difficult but provide a genetic basis for correlations between traits, potentially providing original insight into the regulation of the underlying processes. Although XXXG accounts for one-third of all ions, no QTL corresponding to this XyGO was identified. In contrast, high heritability was observed for later biosynthetic steps, relating to the fucosylation and Ac of XyGOs, in particular. Interestingly, the composition of xyloglucan side chains has been shown to play a critical role in growth and maintenance of the mechanical properties of the cell wall (Pena et al., 2004
At least three loci influence xyloglucan fucosylation, each acting in a different way. XGM-1 specifically affects fucosylation of XXLG, having no effect on that of XLLG. XGM-2 affects fucosylation of both XXLG and XLLG. XGM-3 affects galactosylation of XXFG or, alternatively, fucosylation of XLLG, but not of XXLG. Any change in the side-chain structures of xyloglucan may result primarily from a net change in biosynthesis, production of the substrate (GDP-Fuc) by fucosyltransferases, or catabolism by fucosidases. A number of enzymes affecting xyloglucan side chains have been identified: MUR1/GMD1, GMD2, and GER are involved in the synthesis of GDP-Fuc (Bonin and Reiter, 2000
All four XGM loci also affect xyloglucan Ac in different ways. However, nothing is yet known about the enzymes controlling polysaccharide Ac in plants. A gene encoding a putative O-linked acetyl transferase (At5g07080; see Fig. 4) maps within the confidence interval of XGM-4. For the other QTLs, no obvious candidate genes can be identified. However, recent studies strongly suggest interdependence between the Ac and fucosylation of xyloglucan. For example, decreases in fucosylation, but not in galactosylation, lead to the almost total absence of O-acetyl-substituents, as shown for the mur1, Atfut1, and mur2 mutants (Pauly et al., 2001
The different behaviors of XGM1 to 4 may reflect differences in the specificity of the modifying enzymes or their production in different cell types. Alternatively, the observed effects on xyloglucan modifications may reflect pleiotropic effects of the developmental changes influenced by the QTL. For example, the amounts of XLFG and XLFG + Ac, unlike those for other XyGOs, vary during development, with low levels in young seedlings and higher levels in older tissues (Lerouxel et al., 2002 Thus, whereas the effects of XGM-1 and XGM-3 may be accounted for by known genes present in these chromosome areas, XGM-2 and XGM-4 are new loci, not previously identified as involved in xyloglucan metabolism.
FTIR microspectroscopy, unlike the other two techniques used, provides information about the cell wall composition of only two cell types (epidermis and cortex) in a 50-µm x 50-µm area of the hypocotyl. The validity and sensitivity of the technique have been demonstrated in Arabidopsis mutants. FTIR fingerprints can be used to distinguish between a series of mutants with defects in cellulose, pectins, xyloglucans, or the cytoskeleton (Mouille et al., 2003 In conclusion, this study demonstrates the feasibility of combining multivariate datasets obtained using high-throughput miniaturized cell wall analysis techniques, natural variation, and quantitative genetics to obtain new insights into cell wall metabolism and to identify key genes underlying the observed natural variation. At least one locus with a strong effect can now be cloned and will provide new information about the metabolism and function of RGI-linked arabinans. The observed colocalizations of QTL suggest complex regulation of steps late in the xyloglucan biosynthesis pathway and lead to the identification of new loci influencing xyloglucan fucosylation and Ac.
Plant Material
We used the Bay-0 x Shahdara RIL population (Loudet et al., 2002
Seedling growth was arrested by treatment with an aqueous solution of 0.4% (w/v) formaldehyde. Seedlings were spread on agar plates and an image was captured with a digital camera. Hypocotyl length was measured with image analysis software (Optimas 5.2; IMASYS), as described previously (Gendreau et al., 1997
Four-day-old dark-grown seedlings were used for cell wall analyses because they are easy to grow in highly controlled conditions and do not produce starch, thereby simplifying sugar analysis. Neutral sugars and uronic acids were quantified in the noncellulose cell wall fraction. About 10 seedlings, corresponding to a fresh weight of approximately 0.2 mg, were heated at 70°C for 15 min in 70% ethanol and ground in a Potter homogenizer. The homogenate was washed twice with hot 70% ethanol. The resulting ethanol-insoluble residue was hydrolyzed by incubation with trifluoroacetic acid (2 M, 2 h at 110°C) and then for 18 h at 80°C with dry 2 M methanolic-HCl (Lerouxel et al., 2002
About 10 seedlings were placed in a 2-mL Eppendorf tube to which 1 mL 100% methanol was added. The tissue was homogenized, using a Ball-Retchmill (model MM200; F. Kurt Retch GmbH), at 25 Hz for 1 min. The macerated tissue was centrifuged at 14,000g for 15 min. The supernatant was decanted and the pellet was centrifuged in a methanol-chloroform mixture (1:1 [v/v]) for 5 min. The resulting suspension was centrifuged, the supernatant was decanted, and the cell wall material pellet was dried under vacuum. The cell wall residue was then treated with 0.2 units of a purified XEG (EC 3.2.1.151; Pauly et al., 1999
The quality of the mass spectra obtained was evaluated with software provided by the manufacturer (Applied Biosystems). The relative abundance of XyGO ions was determined using an in-house PERL- and mass spectrometry-based tool (Lerouxel et al., 2002
Seedlings were squashed between two BaF2 windows and rinsed thoroughly in distilled water for 2 min. The samples were then dried on the window at 37°C for 20 min. An area of 50 µm x 50 µm, halfway up the hypocotyl on the side of the central cylinder corresponding to epidermal and cortical cells, was selected for FTIR microspectroscopy. A Thermo-Nicolet Nexus spectrometer equipped with a Continuµm microscope accessory was used. Fifty interferograms were collected in transmission mode, with 8 cm1 resolution, and co-added to improve the signal-to-noise ratio. The collected spectra were baseline corrected and normalized as described elsewhere (Robin et al., 2003
Standard statistical procedures, such as ANOVA, were carried out with Splus. The complete dataset was included in an ANOVA to determine the specific effects of genotype. In this analysis, we were able to quantify heritability in the broad sense of the term (from the genetic variance/total phenotypic variance ratio; variances calculated from the genotype and residual variances). All QTL analyses were performed with the Unix version of QTL Cartographer 1.14 (Basten et al., 1994 Received February 17, 2006; returned for revision April 28, 2006; accepted April 30, 2006.
1 This work was supported by GABI-GENOPLANTE (contract no. AF 2001 091).
2 These authors contributed equally to the paper. The author responsible for distribution of materials integral to the findings presented in this article in accordance with the policy described in the Instructions for Authors (www.plantphysiol.org) is: Herman Höfte (herman.hofte{at}versailles.inra.fr). Article, publication date, and citation information can be found at www.plantphysiol.org/cgi/doi/10.1104/pp.106.079384. * Corresponding author; e-mail herman.hofte{at}versailles.inra.fr; fax 33130833099.
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