- Research article
- Open Access
Analysis of common bean expressed sequence tags identifies sulfur metabolic pathways active in seed and sulfur-rich proteins highly expressed in the absence of phaseolin and major lectins
© Yin et al; licensee BioMed Central Ltd. 2011
- Received: 13 December 2010
- Accepted: 26 May 2011
- Published: 26 May 2011
A deficiency in phaseolin and phytohemagglutinin is associated with a near doubling of sulfur amino acid content in genetically related lines of common bean (Phaseolus vulgaris), particularly cysteine, elevated by 70%, and methionine, elevated by 10%. This mostly takes place at the expense of an abundant non-protein amino acid, S-methyl-cysteine. The deficiency in phaseolin and phytohemagglutinin is mainly compensated by increased levels of the 11S globulin legumin and residual lectins. Legumin, albumin-2, defensin and albumin-1 were previously identified as contributing to the increased sulfur amino acid content in the mutant line, on the basis of similarity to proteins from other legumes.
Profiling of free amino acid in developing seeds of the BAT93 reference genotype revealed a biphasic accumulation of gamma-glutamyl-S-methyl-cysteine, the main soluble form of S-methyl-cysteine, with a lag phase occurring during storage protein accumulation. A collection of 30,147 expressed sequence tags (ESTs) was generated from four developmental stages, corresponding to distinct phases of gamma-glutamyl-S-methyl-cysteine accumulation, and covering the transitions to reserve accumulation and dessication. Analysis of gene ontology categories indicated the occurrence of multiple sulfur metabolic pathways, including all enzymatic activities responsible for sulfate assimilation, de novo cysteine and methionine biosynthesis. Integration of genomic and proteomic data enabled the identification and isolation of cDNAs coding for legumin, albumin-2, defensin D1 and albumin-1A and -B induced in the absence of phaseolin and phytohemagglutinin. Their deduced amino acid sequences have a higher content of cysteine than methionine, providing an explanation for the preferential increase of cysteine in the mutant line.
The EST collection provides a foundation to further investigate sulfur metabolism and the differential accumulation of sulfur amino acids in seed of common bean. Identification of sulfur-rich proteins whose levels are elevated in seed lacking phaseolin and phytohemagglutinin and sulfur metabolic genes may assist the improvement of protein quality.
- Common Bean
- Late Embryogenesis Abundant Protein
- Sulfur Amino Acid
- Stage VIII
Common bean (Phaseolus vulgaris) is the most important leguminous food crop grown for dry seed worldwide, both in acreage and yield. Historically, this species has been an important model for the study of seed storage proteins . In commercial cultivars, the 7S globulin phaseolin constitutes approximately half of total seed protein. Lectins are also abundant, with phytohemagglutinins and α-amylase inhibitors accounting for 10% and 5% of seed protein, respectively. Like in other grain legumes, the content of essential sulfur amino acids is sub-optimal for nutrition. A strategy proposed to improve protein quality and bioavailability of sulfur amino acids consists in the selection and breeding of highly-digestible phaseolin types . A different approach may rely on variation in storage protein composition.
Osborn et al. developed genetically related lines integrating mutations conferring a deficiency in phaseolin and major lectins, which are encoded by unique loci . The arcelin-phytohemagglutinin-α-amylase inhibitor (APA) locus was introgressed from G12882, a wild accession containing arcelin-1, into the commercial cultivar Sanilac (white navy bean), to generate the SARC1 line. Recessive mutations from Phaseolus coccineus and 'Great Northern 1140' were introgressed into the SARC1 background, conferring a deficiency in phaseolin and lectins, respectively. SMARC1-PN1 lacks phaseolin and SMARC1N-PN1 lacks phaseolin, phytohemagglutinin and arcelin. SARC1, SMARC1-PN1 and SMARC1N-PN1 share a similar level (ca. 85%) of the recurrent parental Sanilac background. Introgression of the APA locus containing arcelin-1 from wild P. vulgaris is associated with resistance to major storage pests, the weevils Zabrotes subfasciatus and Acanthoscelides obtectus[4–6]. However, in the absence of detailed molecular information about the APA locus, the identity of the lectin(s) conferring this resistance remains elusive [7, 8].
The deficiency in phaseolin and major lectins, phytohemagglutinin and arcelin, results in a nearly two-fold increase in sulfur amino acid content in seed, particularly of Cys, elevated by 70%, and Met, by 10% . This takes place mostly at the expense of S-methyl-Cys, an abundant non-protein amino acid which cannot substitute for Met or Cys in the diet . Proteomic analysis revealed that the lack of phaseolin and major lectins was mainly compensated by increases in the 11S globulin legumin and residual lectins, particularly the β subunit of α-amylase inhibitor-1, α-amylase inhibitor-like protein, mannose lectin FRIL, and leucoagglutinating phytohemagglutinin encoded by PDLEC2. Several proteins contributing to the increased Cys content including legumin, albumin-2, defensin and albumin-1 were identified on the basis of similarity to related proteins from other legumes. Based on quantification by 2-D gel electrophoresis, legumin levels were raised by 3-fold, to 17% of total protein, while albumin-2 was elevated by 10-fold, to 1.2% of total protein. Defensin and albumin-1 could not be quantified accurately as they were characterized from selective extracts.
A significant number of expressed sequence tags (ESTs) have been generated from root, leaf and pod of common bean [12–17], but a similar resource is lacking for the seed, despite its nutritional importance. In addition, transcript profiling studies of common bean using high density arrays have so far relied on cross-specific hybridization to soybean platforms [18, 19], in part due to a lack of relevant sequence information. The objective of this study was to generate a common bean EST collection which would provide a foundation to further investigate the metabolism of sulfur amino acids in developing seeds, by using a functional genomic approach. Four seed developmental stages were sampled in the reference genotype BAT93 , corresponding to distinct stages of accumulation of γ-Glu-S-methyl-Cys, the major soluble form of S-methyl-Cys. In silico analysis revealed the occurrence of several pathways of sulfur metabolism ranging from sulfate assimilation to (homo)glutathione biosynthesis. Analysis of EST clusters provided detailed information on the identity and abundance of storage protein transcripts. Integration with proteomic data enabled isolation of cDNAs coding for legumin, albumin-2, defensin and albumin-1 isoforms which are elevated in the absence of phaseolin and major lectins. These proteins have a higher Cys than Met content, providing an explanation for the preferential increase of Cys in SMARC1N-PN1.
Selection of seed developmental stages and generation of ESTs
Four developmental stages were selected to generate ESTs, corresponding to distinct phases of γ-Glu-S-methyl-Cys accumulation: stage IV - cotyledon [14 days after fertilization (DAF), 29 mg seed weight] and stage V - cotyledon (16 DAF, 48 mg seed weight), coinciding with early γ-Glu-S-methyl-Cys accumulation, stage VI - maturation (21 DAF, 164 mg seed weight), coinciding with the lag phase, and stage VIII - maturation (30 DAF, 380 mg seed weight), coinciding with the resumption of accumulation. A total of 8,725, 9,537, 5,260 and 6,625 ESTs were generated for each respective developmental stage. Of these, Gene Ontology (GO) annotation from Arabidopsis was retrieved for 5,511, 3,825, 1,561 and 3,303 ESTs, respectively. Assembly of the total 30,147 ESTs yielded 3,658 contigs and 6,027 singletons.
In silico analysis of ESTs identifies features of sulfur and amino acid metabolism in developing seeds
Analysis of seed protein ESTs
Clustering of ESTs is an efficient tool to estimate the identity and abundance of transcripts in a complex mRNA sample. This analysis focused on the sulfur-poor 7S globulin phaseolin and lectins, the most abundant seed proteins in commercial cultivars , and on the sulfur-rich 11S globulins, 2S albumins, and defensins whose levels are elevated in the absence of phaseolin and phytohemagglutinin . To identify contigs coding for sulfur-rich proteins induced in mature seed of SMARC1N-PN1, conceptual translations of sequences were compared with de novo sequenced peptides from previously obtained liquid chromatography-tandem mass spectrometry (LC-MS/MS) data . Corresponding cDNAs were isolated.
Sulfur-poor 7S globulin phaseolin and lectins
Sulfur-rich 11S globulins, 2S albumins and defensins
Among sulfur-rich proteins, clustering of ESTs yielded three legumin, three albumin-2, four defensin and eleven albumin-1 contigs or singletons. Within each protein type, the isoform induced in SMARC1N-PN1 was encoded by the most highly represented contig in the BAT93 EST collection (Figure 5).
The defensin highly expressed in SMARC1N-PN1 had been previously identified on the basis of its similarity to a defensin from Cicer arietinum. However, associated tryptic peptide sequences actually belong to antifungal defensin D1 from P. vulgaris, whose partial cDNA and N-terminal amino acid sequences were absent from databases. The defensin D1 cDNA isolated here encodes a precursor of 75 residues with 93% identity to defensin D2 from V. radiata. The mature peptide is characterized by a Cys-stabilized αβ motif, consisting of three β-strands and one α-helix held by four disulfide bridges. The two tryptic peptides previously identified , spanning positions 30 to 39 and 40 to 53, are the only ones within range of detection by the mass spectrometer. The second most abundant contig, and associated defensin D2 cDNA, encode a precursor polypeptide with 93% identity to a defensin from Vigna unguiculata. Defensins D1 and -2 are 37% identical in amino acid sequence.
Two albumin-1 cDNAs, albumin-1A and -B may encode the methanol-soluble albumin-1 highly expressed in SMARC1N-PN1. Their deduced amino acid sequences are 97% identical. They encode polypeptide precursors of 127 amino acids with 88% identity to a partial albumin-1 from P. vulgaris, and 71% identity to albumin-1 from G. max (Figure 8B). The precursors give rise to chains b (residues 28 to 64) and a (residues 73 to 124) . The b chain is arranged in a knottin-fold containing three β-strands held by three disulfide bridges [46, 47]. The peptide previously de novo sequenced spans residues 49 to 63 of the b chain . The presence of an Arg at position 63 generates a tryptic site unique to albumin-1A and -B, among the albumin-1 isoforms represented in the EST dataset.
Availability of cloned cDNAs provides information about the sulfur amino acid content of sulfur-rich proteins whose levels are elevated in SMARC1N-PN1. The mature legumin subunits contain 0.9% of their residues as Cys and 0.7% as Met. Mature albumin-2 contains 1.3% of Cys and 0.4% of Met. Mature defensin D1 is particularly rich in Cys at 17% and lacks Met residues. The mature albumin-1A and -B subunits have a Cys content of 11%, and a Met content of 3.3 and 2.2%, respectively.
Purification of legumin
Profiling of free amino acids in BAT93 seeds enabled a rational selection of developmental stages to generate ESTs, which correspond to distinct phases of γ-Glu-S-methyl-Cys accumulation. Analysis of general GO categories related to primary metabolism, photosynthesis, response to water deficit and nutrient reservoir activity validated the representativeness of ESTs at the different stages. Free amino acid and GO category profiles confirm and extend the findings of Fait et al.  on the metabolic transitions to storage product accumulation and desiccation in Arabidopsis seeds. They highlighted a decrease in the levels of free amino acids, particularly Asn, Gln and Lys, during reserve accumulation, indicative of metabolic transformations and efficient incorporation into storage proteins. Nitrogen-rich amino acids, Asn, Lys and Arg, were transiently elevated during the transition to seed desiccation, suggesting their role as a nitrogen source to support germination prior to the mobilization of storage protein. The same was true of aromatic amino acids, Trp, Phe and Tyr, which may support the biosynthesis of shikimate-derived compounds for defense and indole-acetic acid during germination. Steady-state transcript levels of most enzymes of primary metabolism examined had reduced levels during the active phase of reserve accumulation.
The biphasic accumulation of γ-Glu-S-methyl-Cys is consistent with a function of S-methyl-Cys as a storage form of excess sulfur. During the lag phase, incorporation of sulfur amino acids into storage proteins may efficiently compete with the biosynthesis of S-methyl-Cys. Based on the high levels of free S-methyl-Cys detected at stages III and IV, substantial flux through this metabolite may lead to accumulation in the γ-glutamyl dipeptide form. The rise in Arg levels between stages III to V suggests a transient accumulation of nitrogen into this nitrogen-rich amino acid in anticipation of active storage protein accumulation. This increase may be mediated by arginosuccinate lyase activity, whose transcript is overrepresented during stage IV.
Analysis of GO categories related to sulfur metabolism revealed the occurrence of complete pathways of sulfate assimilation, de novo Cys and Met biosynthesis. Similar findings have been reported for soybean seed . These data may be interpreted in relation with current understanding of the sulfur nutrition of legume seed. The main sources of sulfur transported to the seed are expected to be S-methylmethionine  and homoglutathione . In soybean, most sulfate appears to be converted to homoglutathione in the pod, prior to uptake by developing cotyledons, although some is detected in developing seed . However, under sulfur-limiting conditions, glutathione exclusively, and no sulfate, is translocated to the seed, according to a model developed in wheat . Interestingly, Arabidopsis knock-out mutants of sulfate transporters that have been characterized so far show increased sulfate content in mature seed, suggesting a function in intracellular transport rather than uptake by the embryo [53, 54]. Beside the generation of sulfide for de novo Cys biosynthesis, the sulfate assimilatory pathway is required for the biosynthesis of the activated nucleotide 3'-phospho-5'-adenosinephosphosulfate, the universal donor in sulfate transfer reactions. Adenylyl-sulfate kinase activity, forming 3'-phospho-5'-adenosinephosphosulfate, which competes with adenylyl-sulfate reductase for its substrate, was represented in the EST dataset (Figure 4). Cystathionine γ-synthase and -β-lyase likely provide homocysteine as an acceptor for methyl transfer from S-methylmethionine, catalyzed by homocysteine S-methyltransferase , while Met synthase is essential to recycle homocysteine produced in the S-adenosylmethionine cycle, which appeared highly active according to the high representation of the Met adenosyltransferase activity category. Further research is required to fully understand the significance of the sulfate assimilatory pathway, and the relative contributions of de novo Cys and Met biosynthesis in seed metabolism.
Previous results have shown that the absence of Cys-poor phaseolin and phytohemagglutinin in SMARC1N-PN1 leads to a shift of sulfur from S-methyl-Cys to the protein Cys pool . By integrating proteomic and EST data, the deduced sequences of several proteins contributing to the increased levels of sulfur amino acids in SMARC1N-PN1 were identified. These proteins have a higher Cys than Met content, providing an explanation for the preferential increase in Cys over Met in the mutant line.
Legumin is found at relatively low levels of ca. 3% of seed protein in common bean cultivars, as compared with other grain legumes . Identification of its deduced amino acid sequence establishes that it is a member of the high molecular weight 11S globulins. The mechanism leading to the evolution of high molecular weight 11S globulins involves expansion of a repeat sequence at the C-terminal end of the α-subunit. The sequences of these repeats differ between P. vulgaris legumin, arachin 5 and glycinin A5A4B3 (Figure 6). Legumin has four instances of the sequence NH2-HKEEEKEVEPLP-COOH, compared with four of the sequence NH2-GYDDD[E/D]RRP-COOH and eight of the sequence NH2-DDD[E/D]RR-COOH in arachin 5. Glycinin A5A4B3 has three repeats of the sequence NH2-QDEDEDEDED-COOH, compared with two in glycinin A4B3 . The first instance of this sequence, spanning positions 258 to 268 of legumin, is relatively well conserved but not repeated in legumin and arachin 5. These observations suggest that expansion of repeats probably occurred, at least in part, after the separation of the lineages leading to the three species.
Purification of legumin revealed substantial accumulation of the propolypeptide in SMARC1N-PN1. A similar finding has been reported in transgenic soybean where the expression of the α-and α'-subunits of the 7S globulin α-conglycinin was suppressed . Interestingly, the proglycinin was shown to be trafficked directly from the ER to the vacuole, whereas mature 11S globulins transit in the Golgi apparatus. In most legume crops, α-subunits of 11S globulins have an apparent molecular weight of approximately 40 kD. By contrast, P. vulgaris and V. unguiculata share a single, dominant high molecular weight legumin whose α-subunit has an apparent molecular weight of approximately 60 kD. Similarly, in L. japonicus, two of three major legumins, the legumin storage proteins 2 and -3, which are closely related to the P. vulgaris legumin, have α-subunit apparent molecular weights of 55 and 60 kD, respectively . In G. max, an additional cleavage site in proglycinin gives rise to A5 and A4 subunits, having a reduced molecular weight . The significance of the 10 kD difference between the predicted and apparent molecular weight of the major legumin α-subunit, and the detection of minor α-subunit polypeptides of 44.0 and 42.6 kD is unclear. The minor polypeptides may represent partial degradation products, and the discrepancy in molecular weight may be due to an effect of the Glu-rich domain on electrophoretic behavior. Alternatively, these differences may arise by a possible post-translational modification of the mature α-subunit. The absence of this modification in prolegumin, whose predicted and apparent molecular weight is similar, would reflect differences in trafficking, as already noted in soybean. Among high molecular weight legumins in other legume crops, the α-subunit of P. sativum minor small legumin accumulates only as degradation products ranging from 21 to 32 kD, which was interpreted as an outcome of early mobilization , while only the β-subunit of arachin 5 was identified in the mature seed proteome of A. hypogaea.
Although phaseolin and lectins have been characterized in great detail, the number and identity of genes encoding these proteins is still unknown. In the present study, there was evidence for only two phaseolin genes in the BAT93 EST dataset. Beside the APA locus on linkage group B4, two lectin loci have been mapped on linkage group B7 [61, 62]. EST, proteomic , cDNA  and genomic sequence data  can be integrated to provide information on the composition of the APA locus in different P. vulgaris genotypes. In BAT93 and ARC5 genotypes, a gene order consisting in lec4-B17/pha-E/phytohemagglutinin/α-amylase inhibitor-like protein can be inferred. In ARC1, arc3 and arc4 genotypes, the arcelin-5 phytohemagglutinin appears to be substituted with pha-L. PDLEC2 encoding leucoagglutinating phytohemagglutinin, isolated from a phytohemagglutinin-deficient Pinto cultivar , whose expression is elevated in SMARC1N-PN1, may be one of the lectin genes located outside of the APA locus.
The BAT93 EST collection provides a foundation to initiate further studies of sulfur amino acid metabolism in developing seed, as all relevant pathways and enzyme activities are represented. The results presented here are consistent with a mechanism whereby sulfur can be efficiently partitioned between S-methyl-Cys and Cys, but its metabolic basis is not understood. The identification and characterization of sulfur-rich proteins whose levels are increased in the absence of phaseolin and major lectins provides an explanation for the preferential increase in Cys over Met.
Plant material and growth conditions
BAT93, a line representative of the Mesoamerican gene pool of common bean (Phaseolus vulgaris) , was grown as previously described . Developing seed samples were harvested randomly from about twenty plants. SMARC1N-PN1  was grown in the field in London, ON, in 2008.
Extraction and quantification of free amino acids
Amino acids were extracted and quantified by HPLC after derivatization with phenylisothiocyanate as previously described , except that extraction was performed in ethanol:water (70:30), which is optimal for sulfur containing γ-glutamyl dipeptides . Replicate samples consisted in independent pools of eight seeds which were ground in liquid nitrogen, and 100 mg of ground tissue was used for extraction. γ-Glu-S-methyl-Cys and γ-Glu-Leu standards were from Bachem Americas (Torrance, CA).
RNA was extracted using a modified lithium chloride precipitation method . RNA was quantified by spectrophotometry on a NanoDrop 2000 (Thermo Scientific, Wilmington, DE) and its quality evaluated from A260/280 ratio and agarose gel electrophoresis. Poly A+ RNA was isolated using the Ambion Poly(A)Purist mRNA purification kit (Applied Biosystems, Streetsville, ON). Its quality was analyzed with a 2100 Bioanalyzer (Agilent Technologies, Mississauga, ON) at the London Regional Genomics Centre, ON.
cDNA library construction
Standard and normalized cDNA libraries were prepared for each developmental stage. cDNA was synthesized from 1 μg poly A+ RNA using the SMART cDNA construction kit (Clontech Laboratories, Mountain View, CA). SMART-amplified cDNA was normalized using the Trimmer-Direct cDNA normalization kit (Evrogen, Moscow, Russia). Sfi I-digested cDNA was purified using the QIAquick PCR purification kit (Qiagen, Mississauga, ON). cDNA was size fractionated on a 1% agarose gel run at 45 V until the bromophenol blue dye was 2 cm away from the well, and the band was excised in two fractions corresponding to 0.5 to 1.5 kb and greater than 1.5 kb. cDNA was extracted using the QIAquick gel extraction kit (Qiagen), and the two fractions were ligated separately to a modified pBluescript II KS+ (Agilent) containing Sfi I cloning sites. Ligation reactions were purified using the MinElute reaction cleanup kit (Qiagen). The ligation product was transformed into ElectroMAX DH10B T1-phage resistant competent cells (Invitrogen, Burlington, ON).
EST sequencing and analysis
Culture plates (384-well) were inoculated with a Norgren Systems CP7200 colony picker (Ronceverte, WV). Plasmids were amplified using TempliPhi (GE Healthcare Life Sciences, Baie d'Urfé, QC) and cycle sequenced using Applied Biosystems BigDye chemistry and a BioRAPTR FRD microfluidic workstation (Beckman Coulter Canada, Mississauga, ON) for amplification and sequencing reaction set-up. Completed 384-well sequencing plates were processed with Applied Biosystems 3730xl DNA analyzers. Most clones were sequenced from the 5' end using M13 Reverse primer; a small number were also sequenced with the M13-20 primer. EST processing involved quality-trimming, vector-masking, low-complexity masking, and poly-A trimming using custom perl scripts. Assembly was performed with TGICL  and the results stored in the FIESTA-2 database at the Plant Biotechnology Institute of the National Research Council of Canada. A total of 30,147 ESTs were assembled into 3,658 contigs and 6,027 singletons. Annotation was done by BLASTx against UniProt Plants version 15 where accessions with uninformative annotations such as "unknown protein", "putative predicted protein", "shotgun sequence from scaffold", etc. had been removed (June 19, 2009) . GO annotations were transferred from the best BLASTx hit to TAIR version 8 (June 8, 2009) if the e value was smaller than or equal to 1-10. Contigs and singletons reported in Figure 5 were verified for the absence of cloning or sequencing artifacts.
RACE and cDNA cloning
Total RNA from SMARC1N-PN1 (20 mg seed weight) was digested with amplification grade DNase I (Invitrogen). First strand cDNA was synthesized using ThermoScript RT-PCR system from 1 μg RNA (Invitrogen). 5' RNA ligase mediated RACE was performed with Ambion FirstChoice RLM-RACE Kit (Applied Biosystems) using Taq DNA polymerase (New England Biolabs, Pickering, ON). 5' RACE gene specific outer (O) and inner (I) primers were the following: for legumin, Leg-O, 5' -TCCGCCACCATAAAGTTCTGT-3' and Leg-I, 5'-CTAACTTGTCCTTGCCCCTCG-3'; and for albumin-2, Alb2-O, 5'-TTACATCAGGAAAGGAATCAGGC-3' and Alb2-I, 5'-TGTTTTGTGACGAGGATAAGGTG-3'. RACE products were either blunted with the Klenow fragment of DNA polymerase I and cloned into the Zero Blunt TOPO vector (Invitrogen) or cloned directly into the pGEM-T Easy vector (Promega, Madison, WI). Full-length cDNAs were cloned by RT-PCR with Pfx50 DNA polymerase (Invitrogen) into the Zero Blunt TOPO vector using the following primers: for legumin, Legumin-F, 5'-ACCAACCCATTCACCACTTC-3' and Legumin-R, 5'-AAGAAAGGCTTGCTAGGATGG-3'; and for albumin-2, Albumin2-F, 5'-AAGCATCCTCAAATCAAATCA-3' and Albumin2-R, 5'-AACCAAACCACCCACTTTTA-3'. Multiple sequence alignment and phylogenetic analysis with PHYLIP were performed as previously described . Triticin was used as outgroup.
Protein extraction and purification
Soluble protein was extracted from mature seed according to VandenBosch et al. , except that 50 mM Tris-HCl, pH 7.5 was replaced with 50 mM Tris-HCl, pH 8.0. Protein concentration was measured with the Bio-Rad Protein Assay solution and bovine serum albumin as standard. Protein precipitated with saturated ammonium sulfate between 50 to 60% (w/v) was dissolved in 50 mM bis-Tris-HCl, pH 6.5 containing 14 mM 2-mercaptoethanol and desalted on a PD-10 column (GE Healthcare Life Sciences). The extract was separated by ion exchange chromatography on a HiPrep 16/10 Q FF column, using an ÄKTApurifier system (GE Healthcare Life Sciences). Protein was eluted with a linear gradient of 0 to 0.5 M NaCl. Purified fractions of interest were concentrated using an Amicon Ultra-15 centrifugal filter unit with Ultracel-10 membrane (Millipore, Billerica, MA) prior to size exclusion chromatography on a HiLoad Superdex 75 prep grade column (GE Healthcare Life Sciences) using 50 mM bis-Tris-HCl, 150 mM NaCl containing 14 mM 2-mercaptoethanol as buffer. Proteins were further chromatographed by size exclusion on a Superose 6 10/300 GL column. Molecular weight was determined from a plot of the partition coefficient, Kav, versus the logarithm of the molecular weight of protein standards. The following proteins were used for calibration: thyroglobulin (669 kD); ferritin (440 kD); and catalase (232 kD).
To confirm protein and cDNA identity, LC-MS/MS data from 2-D gel spots  was used for de novo sequencing with PEAKS Studio v. 4.5 (Bioinformatics Solutions Inc., Waterloo, ON)  as previously described, and compared to conceptual cDNA translations. Protein fractions eluted from the HiLoad Superdex 75 prep grade column, and 44.0 and 42.7 kD legumin α-subunit present in Superose 6 10/300 GL fractions, were separated by SDS-PAGE on 12% polyacrylamide gels. Bands were excised, digested with trypsin and the resulting peptides were subjected to LC-MS for protein identification. For group 3 late embryogenesis abundant protein, and 44.0 and 42.7 kD legumin α-subunits, LC-MS/MS was performed as previously described for 2-D gel spots , except that the gradient was lengthened to 90 min. The 44.0 and 42.7 kD legumin α-subunits were identified by Mascot search of the assembled EST database, to which the legumin cDNA sequence had been appended, using an in-house server . For the major legumin bands, peptides were analyzed by LC-MS using an Alliance 2690 HPLC and a model LCT orthogonal acceleration time-of-flight mass spectrometer (Waters, Mississauga, ON). Samples were diluted to 100 μL with 100:0.1 (v/v) water-formic acid. A 50 μL portion was injected into a 100 μL loop attached to a 10 port valve (VICI Valco Canada, Brockville, ON) and the valve was switched to permit transfer to a 1 mm ID × 5 mm C18 PepMap 100 trapping column (Dionex, Bannockburn, IL), using 100:0.1 (v/v) water-formic acid flowing at 0.1 mL/min from an auxiliary high pressure pump. After 10 min transfer/washing, the valve was switched to place the trapping column in line with a 1 mm ID × 150 mm C18 PepMap 100 analytical column (Dionex) and the peptides were eluted with a gradient of water-acetonitrile-formic acid flowing at 30 μL/min. An ACURATE flow splitter (Dionex) was used to reduce the flow of 0.3 mL/min from the HPLC to this level. Solvent A was 90:10:0.1 (v/v/v) water-acetonitrile-formic acid and solvent B was 10:90:0.1 water-acetonitrile-formic acid. The gradient conditions were 5 min at 100% A, a linear increase to 40% B from 5 to 35 min, a 5 min hold at 40% B followed by a return to 100% A at 45 min and a 15 min equilibration time. The column effluent was transferred to a Megaflow electrospray probe of the mass spectrometer where the components were ionized and subsequently analyzed. The ion source was operated in positive mode with a capillary voltage of 3 kV with nitrogen as desolvation gas flowing at 250 L/h and heated to 250°C. Mass spectra were acquired from 85 to 1500 m/z. The cone voltage was switched between 20 and 50 V at 1.1 sec intervals during data acquisition to permit fragmentation of individual peptides under favorable conditions of chromatographic separation and high peptide concentration. The LC-MS system was operated with MassLynx v. 4.0 and calibrated using a mixture of horse heart myoglobin and trypsinogen. Peak lists were generated from MassLynx raw data files using Mascot Distiller v. 2.2.1 (Matrix Science, Boston, MA). Peptide fragment data for each sample was processed by examining chromatographic peaks for the purity of their 20 V spectra, combining 50 V spectra across a suitable peak as representative of fragments of a single peptide and saving the data as a mass vs. intensity text file. These text files for the peptides in a sample were manually combined into a text file in .pkl format representative of the sample. Peptide mass fingerprint data was analyzed against the conceptual translation using PAWS (Digilab, Holliston, MA) and peptide sequence tags derived with Peaks Studio.
K-means and hierarchical clustering was performed with GeneSpring GX v. 11.5 (Agilent).
Nucleotide sequence data from this article has been deposited in the GenBank database under accession numbers [GenBank ID: GW884178 to GW914324] for seed ESTs; [GenBank ID: HM240256] for legumin; [GenBank ID: HM240257] for albumin-2; [GenBank ID: HM240258] for defensin D1; [GenBank ID: HM240259] for defensin D2; [GenBank ID: HM240260] for albumin-1A; [GenBank ID: HM240261] for albumin-1B; [GenBank ID: HM240262] for albumin-1D; [GenBank ID: HM240263] for albumin-1F; [GenBank ID: HM240264] for albumin-1E; [GenBank ID: HM240265] for albumin-1C; and [GenBank ID: HM240266] for albumin-1G. Additional amino acid sequence data can be found under accession numbers [UniProt ID: Q41115] for α-phaseolin; [UniProt ID: Q43632] for phaseolin encoded by Phs; [UniProt ID: Q8RVX5] for lectin encoded by lec4-B17; [UniProt ID: Q8RVX6] for phytohemagglutinin encoded by pha-E; [UniProt ID: P15231] for leucoagglutinating phytohemagglutinin encoded by PDLEC2; [UniProt ID: Q43628] for phytohemagglutinin; [UniProt ID: Q6J2U4] for α-amylase inhibitor-1; [UniProt ID: Q9SMH0] for α-amylase inhibitor-like protein; [UniProt ID: Q9SB11] for glycinin A5A4B3 (G. max); [UniProt ID: Q647H1] for arachin 5; [UniProt ID: B5U8K1] for legumin storage protein 2; [UniProt ID: B5U8K2] for legumin storage protein 3; [UniProt ID: Q39921] for glycinin A5A4B3 (G. soja); [UniProt ID: A3KEY8] for glycinin A3B4 (G. soja); [UniProt ID: P04347] for glycinin A3B4 (G. max); [UniProt ID: Q3HW60] for glycinin G7; [UniProt ID: O24294] for minor small legumin; [UniProt ID: Q43673] for legumin-related high molecular weight polypeptide; [UniProt ID: P05190] for legumin B (V. faba); [UniProt ID: Q41703] for legumin B (V. sativa); [UniProt ID: P05692] for legumin J; [UniProt ID: P11828] for glycinin G3; [UniProt ID: P04776] for glycinin G1; [UniProt ID: P04405] for glycinin G2; [UniProt ID: Q0GM57] for iso-Arah3; [UniProt ID: Q5I6T2] for arachin Ahy-4; [UniProt ID: Q647H2] for arachin Ahy-3; [UniProt ID: B5U8K6] for legumin storage protein 5; [UniProt ID: Q9T0P5] for legumin A (P. sativum); [UniProt ID: Q41702] for legumin A (V. sativa); [UniProt ID: Q99304] for legumin A2; [UniProt ID: Q9SMJ4] for legumin (C. arietinum); [UniProt ID: Q53I54] for legumin-like protein; [UniProt ID: B2CGM6] for triticin; [UniProt ID: Q43680] for seed albumin (V. radiata); [UniProt ID: P08688] for albumin-2 (P. sativum); [UniProt ID: Q8W434] for defensin D2 (V. radiata); [UniProt ID: C1K3M7] for defensin (V. unguiculata); [UniProt ID: Q7XZC2] for albumin-1 (P. vulgaris); [UniProt ID: Q39837] for albumin-1 (G. max).
We thank Phillip N. Miklas at the Vegetable and Forage Crop Research Unit, USDA-ARS, for BAT93 seeds, Thomas C. Osborn at the University of Wisconsin in Madison for SMARC1N-PN1 seeds, and Jon Page at the Plant Biotechnology Institute of the National Research Council of Canada for the modified pBluescript vector. We are grateful to staff at the Plant Biotechnology Institute, Darrin Klassen and Donna-Lee Fancy of the DNA Technologies Laboratory for EST sequencing, Dustin Cram and Kannan Vijayan of the Bioinformatics Centre for bioinformatic analysis and Rong Li for advice on cDNA library preparation. We acknowledge the technical help of Rey Interior, at the Advanced Protein Technology Centre, Hospital for Sick Children, with amino acid analysis, and Line Roy, Sylvie Laboissière and Marcos di Falco at the Proteomic Platform, McGill University and Génome Québec Innovation Centre, with proteomic experiments. We appreciate the assistance of staff at the Southern Crop Protection and Food Research Centre, Agriculture and Agri-Food Canada, Deborah Buhlers with field growth, Alex Molnar with preparation of figures and Mark Gijzen for advice on multivariate analyses, and of Steve Karcz at the Saskatoon Research Centre, Agriculture and Agri-Food Canada for access to the Mascot server. This work was supported in part by the Ontario Bean Producers' Marketing Board, the Natural Products Genomics Resource (NAPGEN) consortium, funded by the Plants for Health & Wellness initiative of the National Research Council of Canada, the Pulse Research Network, funded by the Agricultural Bioproducts Innovation Program of Agriculture and Agri-Food Canada, and the Ontario Research Fund, Research Excellence Program of the Ontario Ministry of Research and Innovation. FY was supported by the China Scholarship Council.
- Vitale A, Bollini R: Legume storage proteins. Seed Development and Germination. Edited by: Kigel J, Galili G. 1995, New York: Marcel Dekker, 73-102.Google Scholar
- Montoya CA, Lallès JP, Beebe S, Leterme P: Phaseolin diversity as a possible strategy to improve the nutritional value of common beans (Phaseolus vulgaris). Food Res Int. 2010, 43: 443-449. 10.1016/j.foodres.2009.09.040.View ArticleGoogle Scholar
- Osborn TC, Hartweck LM, Harmsen RH, Vogelzang RD, Kmiecik KA, Bliss FA: Registration of Phaseolus vulgaris genetic stocks with altered seed protein compositions. Crop Sci. 2003, 43: 1570-1571. 10.2135/cropsci2003.1570.View ArticleGoogle Scholar
- Hartweck LM, Cardona C, Osborn TC: Bruchid resistance of common bean lines having an altered seed protein composition. Theor Appl Genet. 1997, 95: 1018-1023. 10.1007/s001220050656.View ArticleGoogle Scholar
- Blair MW, Prieto S, Diaz LM, Buendia HF, Cardona C: Linkage disequilibrium at the APA insecticidal seed protein locus of common bean (Phaseolus vulgaris L.). BMC Plant Biol. 2010, 10: 79-10.1186/1471-2229-10-79.View ArticlePubMedPubMed CentralGoogle Scholar
- Blair MW, Munoz C, Buendia HF, Flower J, Bueno JM, Cardona C: Genetic mapping of microsatellite markers around the arcelin bruchid resistance locus in common bean. Theor Appl Genet. 2010, 121: 393-402. 10.1007/s00122-010-1318-5.View ArticlePubMedPubMed CentralGoogle Scholar
- Zambre M, Goossens A, Cardona C, Van Montagu M, Terryn N, Angenon G: A reproducible genetic transformation system for cultivated Phaseolus acutifolius (tepary bean) and its use to assess the role of arcelins in resistance to the Mexican bean weevil. Theor Appl Genet. 2005, 110: 914-924. 10.1007/s00122-004-1910-7.View ArticlePubMedGoogle Scholar
- Nishizawa K, Teraishi M, Utsumi S, Ishimoto M: Assessment of the importance of alpha-amylase inhibitor-2 in bruchid resistance of wild common bean. Theor Appl Genet. 2007, 114: 755-764. 10.1007/s00122-006-0476-y.View ArticlePubMedGoogle Scholar
- Taylor M, Chapman R, Beyaert R, Hernández-Sebastià C, Marsolais F: Seed storage protein deficiency improves sulfur amino acid content in common bean (Phaseolus vulgaris L.): redirection of sulfur from gamma-glutamyl-S-methyl-cysteine. J Agric Food Chem. 2008, 56: 5647-5654. 10.1021/jf800787y.View ArticlePubMedGoogle Scholar
- Padovese R, Kina SM, Barros RMC, Borelli P, Marquez UML: Biological importance of gamma-glutamyl-S-methylcysteine of kidney bean (Phaseolus vulgaris L.). Food Chem. 2001, 73: 291-297. 10.1016/S0308-8146(00)00299-5.View ArticleGoogle Scholar
- Marsolais F, Pajak A, Yin F, Taylor M, Gabriel M, Merino DM, Ma V, Kameka A, Vijayan P, Pham H, Huang S, Rivoal J, Bett K, Hernández-Sebastià C, Liu Q, Bertrand A, Chapman R: Proteomic analysis of common bean seed with storage protein deficiency reveals up-regulation of sulfur-rich proteins and starch and raffinose metabolic enzymes, and down-regulation of the secretory pathway. J Proteomics. 2010, 73: 1587-1600. 10.1016/j.jprot.2010.03.013.View ArticlePubMedGoogle Scholar
- McClean PE, Mamidi S, McConnell M, Chikara S, Lee R: Synteny mapping between common bean and soybean reveals extensive blocks of shared loci. BMC Genomics. 2010, 11: 184-10.1186/1471-2164-11-184.View ArticlePubMedPubMed CentralGoogle Scholar
- Ramirez M, Graham MA, Blanco-Lopez L, Silvente S, Medrano-Soto A, Blair MW, Hernandez G, Vance CP, Lara M: Sequencing and analysis of common bean ESTs. Building a foundation for functional genomics. Plant Physiol. 2005, 137: 1211-1227. 10.1104/pp.104.054999.View ArticlePubMedPubMed CentralGoogle Scholar
- Lee J, Feng J, Campbell KB, Scheffler BE, Garrett WM, Thibivilliers S, Stacey G, Naiman DQ, Tucker ML, Pastor-Corrales MA, Cooper B: Quantitative proteomic analysis of bean plants infected by a virulent and avirulent obligate rust fungus. Mol Cell Proteomics. 2009, 8: 19-31. 10.1074/mcp.M800156-MCP200.View ArticlePubMedGoogle Scholar
- Thibivilliers S, Joshi T, Campbell KB, Scheffler B, Xu D, Cooper B, Nguyen HT, Stacey G: Generation of Phaseolus vulgaris ESTs and investigation of their regulation upon Uromyces appendiculatus infection. BMC Plant Biol. 2009, 9: 46-10.1186/1471-2229-9-46.View ArticlePubMedPubMed CentralGoogle Scholar
- Hanai LR, de Campos T, Camargo LE, Benchimol LL, de Souza AP, Melotto M, Carbonell SA, Chioratto AF, Consoli L, Formighieri EF, Siqueira MV, Tsai SM, Vieira ML: Development, characterization, and comparative analysis of polymorphism at common bean SSR loci isolated from genic and genomic sources. Genome. 2007, 50: 266-277. 10.1139/G07-007.View ArticlePubMedGoogle Scholar
- Melotto M, Monteiro-Vitorello CB, Bruschi AG, Camargo LE: Comparative bioinformatic analysis of genes expressed in common bean (Phaseolus vulgaris L.) seedlings. Genome. 2005, 48: 562-570. 10.1139/g05-010.View ArticlePubMedGoogle Scholar
- Yang SS, Valdes-Lopez O, Xu WW, Bucciarelli B, Gronwald JW, Hernandez G, Vance CP: Transcript profiling of common bean (Phaseolus vulgaris L.) using the GeneChip soybean genome array: optimizing analysis by masking biased probes. BMC Plant Biol. 2010, 10: 85-10.1186/1471-2229-10-85.View ArticlePubMedPubMed CentralGoogle Scholar
- Mensack MM, Fitzgerald VK, Ryan EP, Lewis MR, Thompson HJ, Brick MA: Evaluation of diversity among common beans (Phaseolus vulgaris L.) from two centers of domestication using 'omics' technologies. BMC Genomics. 2010, 11: 686-10.1186/1471-2164-11-686.View ArticlePubMedPubMed CentralGoogle Scholar
- Hyten DL, Song Q, Fickus EW, Quigley CV, Lim JS, Choi IY, Hwang EY, Pastor-Corrales M, Cregan PB: High-throughput SNP discovery and assay development in common bean. BMC Genomics. 2010, 11: 475-10.1186/1471-2164-11-475.View ArticlePubMedPubMed CentralGoogle Scholar
- Walbot V, Clutter M, Sussex IM: Reproductive development and embryogeny in Phaseolus. Phytomorphology. 1972, 22: 59-68.Google Scholar
- Bobb AJ, Eiben HG, Bustos MM: PvAlf, an embryo-specific acidic transcriptional activator enhances gene expression from phaseolin and phytohemagglutinin promoters. Plant J. 1995, 8: 331-343. 10.1046/j.1365-313X.1995.08030331.x.View ArticlePubMedGoogle Scholar
- Berardini TZ, Mundodi S, Reiser L, Huala E, Garcia-Hernandez M, Zhang P, Mueller LA, Yoon J, Doyle A, Lander G, Moseyko N, Yoo D, Xu I, Zoeckler B, Montoya M, Miller N, Weems D, Rhee SY: Functional annotation of the Arabidopsis genome using controlled vocabularies. Plant Physiol. 2004, 135: 745-755. 10.1104/pp.104.040071.View ArticlePubMedPubMed CentralGoogle Scholar
- Anthony JL, Vonder Haar RA, Hall TC: Nucleotide sequence of an α-phaseolin gene from Phaseolus vulgaris. Nucleic Acids Res. 1990, 18: 3396-10.1093/nar/18.11.3396.View ArticlePubMedPubMed CentralGoogle Scholar
- Kami JA, Gepts P: Phaseolin nucleotide sequence diversity in Phaseolus. I. Intraspecific diversity in Phaseolus vulgaris. Genome. 1994, 37: 751-757. 10.1139/g94-107.View ArticlePubMedGoogle Scholar
- Lioi L, Sparvoli F, Galasso I, Lanave C, Bollini R: Lectin-related resistance factors against bruchids evolved through a number of duplication events. Theor Appl Genet. 2003, 107: 814-822. 10.1007/s00122-003-1343-8.View ArticlePubMedGoogle Scholar
- Prescott VE, Campbell PM, Moore A, Mattes J, Rothenberg ME, Foster PS, Higgins TJV, Hogan SP: Transgenic expression of bean α-amylase inhibitor in peas results in altered structure and immunogenicity. J Agric Food Chem. 2005, 53: 9023-9030. 10.1021/jf050594v.View ArticlePubMedGoogle Scholar
- Ishimoto M, Yamada T, Kaga A: Insecticidal activity of an α-amylase inhibitor-like protein resembling a putative precursor of α-amylase inhibitor in the common bean, Phaseolus vulgaris L. Biochim Biophys Acta. 1999, 1432: 104-112. 10.1016/S0167-4838(99)00093-X.View ArticlePubMedGoogle Scholar
- Voelker TA, Staswick P, Chrispeels MJ: Molecular analysis of two phytohemagglutinin genes and their expression in Phaseolus vulgaris cv. Pinto, a lectin-deficient cultivar of the bean. EMBO J. 1986, 5: 3075-3082.PubMedPubMed CentralGoogle Scholar
- Mirkov TE, Wahlstrom J, Hagiwara K, Finardi-Filho F, Kjemtrup S, Chrispeels MJ: Evolutionary relationships among proteins in the phytohemagglutinin-arcelin-α-amylase inhibitor family of the common bean and its relatives. Plant Mol Biol. 1994, 26: 1103-1113. 10.1007/BF00040692.View ArticlePubMedGoogle Scholar
- Moore JG, Fuchs CA, Hata YS, Hicklin DJ, Colucci G, Chrispeels MJ, Feldman M: A new lectin in red kidney beans called PvFRIL stimulates proliferation of NIH 3T3 cells expressing the Flt3 receptor. Biochim Biophys Acta. 2000, 1475: 216-224.View ArticlePubMedGoogle Scholar
- Muhling M, Gilroy J, Croy RRD: Legumin proteins from seeds of Phaseolus vulgaris L. J Plant Physiol. 1997, 150: 489-492.View ArticleGoogle Scholar
- Yan YS, Lin XD, Zhang YS, Wang L, Wu K, Huang SZ: Isolation of peanut genes encoding arachins and conglutins by expressed sequence tags. Plant Sci. 2005, 169: 439-445. 10.1016/j.plantsci.2005.04.010.View ArticleGoogle Scholar
- Bäumlein H, Wobus U, Pustell J, Kafatos FC: The legumin gene family: structure of a B type gene of Vicia faba and a possible legumin gene specific regulatory element. Nucleic Acids Res. 1986, 14: 2707-2720. 10.1093/nar/14.6.2707.View ArticlePubMedPubMed CentralGoogle Scholar
- Beilinson V, Chen Z, Shoemaker C, Fischer L, Goldberg B, Nielsen C: Genomic organization of glycinin genes in soybean. Theor Appl Genet. 2002, 104: 1132-1140. 10.1007/s00122-002-0884-6.View ArticlePubMedGoogle Scholar
- Dam S, Laursen BS, Ornfelt JH, Jochimsen B, Staerfeldt HH, Friis C, Nielsen K, Goffard N, Besenbacher S, Krusell L, Sato S, Tabata S, Thogersen IB, Enghild JJ, Stougaard J: The proteome of seed development in the model legume Lotus japonicus. Plant Physiol. 2009, 149: 1325-1340. 10.1104/pp.108.133405.View ArticlePubMedPubMed CentralGoogle Scholar
- Domoney C, Casey R: Storage protein precursor polypeptides in cotyledons of Pisum sativum L. Identification of, and isolation of a cDNA clone for, an 80 000-Mr legumin-related polypeptide. Eur J Biochem. 1984, 139: 321-327. 10.1111/j.1432-1033.1984.tb08010.x.View ArticlePubMedGoogle Scholar
- Heim U, Bäumlein H, Wobus U: The legumin gene family: a reconstructed Vicia faba legumin gene encoding a high-molecular-weight subunit is related to type B genes. Plant Mol Biol. 1994, 25: 131-135. 10.1007/BF00024204.View ArticlePubMedGoogle Scholar
- Higgins TJV, Beach LR, Spencer D, Chandler PM, Randall PJ, Blagrove RJ, Kortt AA, Guthrie RE: cDNA and protein sequence of a major pea seed albumin (PA 2 : Mr ≈ 26 000). Plant Mol Biol. 1987, 8: 37-45. 10.1007/BF00016432.View ArticlePubMedGoogle Scholar
- Gaur V, Qureshi IA, Singh A, Chanana V, Salunke DM: Crystal structure and functional insights of hemopexin fold protein from grass pea. Plant Physiol. 2010, 152: 1842-1850. 10.1104/pp.109.150680.View ArticlePubMedPubMed CentralGoogle Scholar
- Games PD, dos Santos IS, Mello EO, Diz MSS, Carvalho AO, de Souza-Filho GA, Da Cunha M, Vasconcelos IM, dos S, Ferreira B, Gomes VM: Isolation, characterization and cloning of a cDNA encoding a new antifungal defensin from Phaseolus vulgaris L. seeds. Peptides. 2008, 29: 2090-2100. 10.1016/j.peptides.2008.08.008.View ArticlePubMedGoogle Scholar
- Lin KF, Lee TR, Tsai PH, Hsu MP, Chen CS, Lyu PC: Structure-based protein engineering for α-amylase inhibitory activity of plant defensin. Proteins. 2007, 68: 530-540. 10.1002/prot.21378.View ArticlePubMedGoogle Scholar
- Louis S, Delobel B, Gressent F, Rahioui I, Quillien L, Vallier A, Rahbé Y: Molecular and biological screening for insect-toxic seed albumins from four legume species. Plant Sci. 2004, 167: 705-714. 10.1016/j.plantsci.2004.04.018.View ArticleGoogle Scholar
- Watanabe Y, Barbashov SF, Komatsu S, Hemmings AM, Miyagi M, Tsunasawa S, Hirano H: A peptide that stimulates phosphorylation of the plant insulin-binding protein. Isolation, primary structure and cDNA cloning. Eur J Biochem. 1994, 224: 167-172. 10.1111/j.1432-1033.1994.tb20008.x.View ArticlePubMedGoogle Scholar
- Higgins TJ, Chandler PM, Randall PJ, Spencer D, Beach LR, Blagrove RJ, Kortt AA, Inglis AS: Gene structure, protein structure, and regulation of the synthesis of a sulfur-rich protein in pea seeds. J Biol Chem. 1986, 261: 11124-11130.PubMedGoogle Scholar
- Yamazaki T, Takaoka M, Katoh E, Hanada K, Sakita M, Sakata K, Nishiuchi Y, Hirano H: A possible physiological function and the tertiary structure of a 4-kDa peptide in legumes. Eur J Biochem. 2003, 270: 1269-1276. 10.1046/j.1432-1033.2003.03489.x.View ArticlePubMedGoogle Scholar
- Jouvensal L, Quillien L, Ferrasson E, Rahbé Y, Guéguen J, Vovelle F: PA1b, an insecticidal protein extracted from pea seeds (Pisum sativum): 1H-2-D NMR study and molecular modeling. Biochemistry. 2003, 42: 11915-11923. 10.1021/bi034803l.View ArticlePubMedGoogle Scholar
- Fait A, Angelovici R, Less H, Ohad I, Urbanczyk-Wochniak E, Fernie AR, Galili G: Arabidopsis seed development and germination is associated with temporally distinct metabolic switches. Plant Physiol. 2006, 142: 839-854. 10.1104/pp.106.086694.View ArticlePubMedPubMed CentralGoogle Scholar
- Yi H, Ravilious GE, Galant A, Krishnan HB, Jez JM: From sulfur to homoglutathione: thiol metabolism in soybean. Amino Acids. 2010, 39: 963-978. 10.1007/s00726-010-0572-9.View ArticlePubMedGoogle Scholar
- Tan Q, Zhang L, Grant J, Cooper P, Tegeder M: Increased phloem transport of S-methylmethionine positively affects sulfur and nitrogen metabolism and seed development in pea plants. Plant Physiol. 2010, 154: 1886-1896. 10.1104/pp.110.166389.View ArticlePubMedPubMed CentralGoogle Scholar
- Anderson JW, Fitzgerald MA: Physiological and metabolic origin of sulphur for the synthesis of seed storage proteins. J Plant Physiol. 2001, 158: 447-456. 10.1078/0176-1617-00356.View ArticleGoogle Scholar
- Sunarpi , Anderson JW: Allocation of S in generative growth of soybean. Plant Physiol. 1997, 114: 687-693.View ArticlePubMedPubMed CentralGoogle Scholar
- Zuber H, Davidian JC, Aubert G, Aime D, Belghazi M, Lugan R, Heintz D, Wirtz M, Hell R, Thompson R, Gallardo K: The seed composition of Arabidopsis mutants for the group 3 sulfate transporters indicates a role in sulfate translocation within developing seeds. Plant Physiol. 2010, 154: 913-926. 10.1104/pp.110.162123.View ArticlePubMedPubMed CentralGoogle Scholar
- Zuber H, Davidian JC, Wirtz M, Hell R, Belghazi M, Thompson R, Gallardo K: Sultr4;1 mutant seeds of Arabidopsis have an enhanced sulphate content and modified proteome suggesting metabolic adaptations to altered sulphate compartmentalization. BMC Plant Biol. 2010, 10: 78-10.1186/1471-2229-10-78.View ArticlePubMedPubMed CentralGoogle Scholar
- Ranocha P, McNeil SD, Ziemak MJ, Li CJ, Tarczynski MC, Hanson AD: The S-methylmethionine cycle in angiosperms: ubiquity, antiquity and activity. Plant J. 2001, 25: 575-584. 10.1046/j.1365-313x.2001.00988.x.View ArticlePubMedGoogle Scholar
- Momma T, Negoro T, Hirano H, Matsumoto A, Udaka K, Fukazawa C: Glycinin A5A4B3 mRNA: cDNA cloning and nucleotide sequencing of a splitting storage protein subunit of soybean. Eur J Biochem. 1985, 149: 491-496. 10.1111/j.1432-1033.1985.tb08951.x.View ArticlePubMedGoogle Scholar
- Kinney AJ, Jung R, Herman EM: Cosuppression of the alpha subunits of beta-conglycinin in transgenic soybean seeds induces the formation of endoplasmic reticulum-derived protein bodies. Plant Cell. 2001, 13: 1165-1178.PubMedPubMed CentralGoogle Scholar
- Freitas RL, Teixeira AR, Ferreira RB: Characterization of the proteins from Vigna unguiculata seeds. J Agric Food Chem. 2004, 52: 1682-1687. 10.1021/jf0300588.View ArticlePubMedGoogle Scholar
- Bourgeois M, Jacquin F, Savois V, Sommerer N, Labas V, Henry C, Burstin J: Dissecting the proteome of pea mature seeds reveals the phenotypic plasticity of seed protein composition. Proteomics. 2009, 9: 254-271. 10.1002/pmic.200700903.View ArticlePubMedGoogle Scholar
- Schmidt H, Gelhaus C, Latendorf T, Nebendahl M, Petersen A, Krause S, Leippe M, Becker WM, Janssen O: 2-D DIGE analysis of the proteome of extracts from peanut variants reveals striking differences in major allergen contents. Proteomics. 2009, 9: 3507-3521. 10.1002/pmic.200800938.View ArticlePubMedGoogle Scholar
- Nodari RO, Tsai SM, Guzman P, Gilbertson RL, Gepts P: Toward an integrated linkage map of common bean. III. Mapping genetic factors controlling host-bacteria interactions. Genetics. 1993, 134: 341-350.PubMedPubMed CentralGoogle Scholar
- Kami J, Poncet V, Geffroy V, Gepts P: Development of four phylogenetically-arrayed BAC libraries and sequence of the APA locus in Phaseolus vulgaris. Theor Appl Genet. 2006, 112: 987-998. 10.1007/s00122-005-0201-2.View ArticlePubMedGoogle Scholar
- Bruneau L, Chapman R, Marsolais F: Co-occurrence of both L-asparaginase subtypes in Arabidopsis: At3g16150 encodes a K+- dependent L-asparaginase. Planta. 2006, 224: 668-679. 10.1007/s00425-006-0245-9.View ArticlePubMedGoogle Scholar
- Arias M, Simo C, Ortiz LT, de Ios Mozos-Pascual M, Barbas C, Cifuentes A: Detection and quantitation of a bioactive compound in Vicia narbonensis L. seeds by capillary electrophoresis-mass spectrometry: a comparative study with UV detection. Electrophoresis. 2005, 26: 2351-2359. 10.1002/elps.200410224.View ArticlePubMedGoogle Scholar
- Pertea G, Huang X, Liang F, Antonescu V, Sultana R, Karamycheva S, Lee Y, White J, Cheung F, Parvizi B, Tsai J, Quackenbush J: TIGR Gene Indices clustering tools (TGICL): a software system for fast clustering of large EST datasets. Bioinformatics. 2003, 19: 651-652. 10.1093/bioinformatics/btg034.View ArticlePubMedGoogle Scholar
- Schneider M, Lane L, Boutet E, Lieberherr D, Tognolli M, Bougueleret L, Bairoch A: The UniProtKB/Swiss-Prot knowledgebase and its plant proteome annotation program. J Proteomics. 2009, 72: 567-573. 10.1016/j.jprot.2008.11.010.View ArticlePubMedGoogle Scholar
- VandenBosch KA, Bradley DJ, Knox JP, Perotto S, Butcher GW, Brewin NJ: Common components of the infection thread matrix and the intercellular space identified by immunocytochemical analysis of pea nodules and uninfected roots. EMBO J. 1989, 8: 335-342.PubMedPubMed CentralGoogle Scholar
- Ma B, Zhang K, Hendrie C, Liang C, Li M, Doherty-Kirby A, Lajoie G: PEAKS: powerful software for peptide de novo sequencing by tandem mass spectrometry. Rapid Commun Mass Spectrom. 2003, 17: 2337-2342. 10.1002/rcm.1196.View ArticlePubMedGoogle Scholar
- Perkins DN, Pappin DJ, Creasy DM, Cottrell JS: Probability-based protein identification by searching sequence databases using mass spectrometry data. Electrophoresis. 1999, 20: 3551-3567. 10.1002/(SICI)1522-2683(19991201)20:18<3551::AID-ELPS3551>3.0.CO;2-2.View ArticlePubMedGoogle Scholar
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