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Lemay MA, de Ronne M, Bélanger R, Belzile F. k-mer-based GWAS enhances the discovery of causal variants and candidate genes in soybean. THE PLANT GENOME 2023; 16:e20374. [PMID: 37596724 DOI: 10.1002/tpg2.20374] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 07/19/2023] [Indexed: 08/20/2023]
Abstract
Genome-wide association studies (GWAS) are powerful statistical methods that detect associations between genotype and phenotype at genome scale. Despite their power, GWAS frequently fail to pinpoint the causal variant or the gene controlling a given trait in crop species. Assessing genetic variants other than single-nucleotide polymorphisms (SNPs) could alleviate this problem. In this study, we tested the potential of structural variant (SV)- and k-mer-based GWAS in soybean by applying these methods as well as conventional SNP/indel-based GWAS to 13 traits. We assessed the performance of each GWAS approach based on loci for which the causal genes or variants were known from previous genetic studies. We found that k-mer-based GWAS was the most versatile approach and the best at pinpointing causal variants or candidate genes. Moreover, k-mer-based analyses identified promising candidate genes for loci related to pod color, pubescence form, and resistance to Phytophthora sojae. In our dataset, SV-based GWAS did not add value compared to k-mer-based GWAS and may not be worth the time and computational resources invested. Despite promising results, significant challenges remain regarding the downstream analysis of k-mer-based GWAS. Notably, better methods are needed to associate significant k-mers with sequence variation. Our results suggest that coupling k-mer- and SNP/indel-based GWAS is a powerful approach for discovering candidate genes in crop species.
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Affiliation(s)
- Marc-André Lemay
- Département de phytologie, Université Laval, Québec, QC, Canada
- Institut de biologie intégrative et des systèmes, Université Laval, Québec, QC, Canada
- Centre de recherche et d'innovation sur les végétaux, Université Laval, Québec, QC, Canada
| | - Maxime de Ronne
- Département de phytologie, Université Laval, Québec, QC, Canada
- Institut de biologie intégrative et des systèmes, Université Laval, Québec, QC, Canada
- Centre de recherche et d'innovation sur les végétaux, Université Laval, Québec, QC, Canada
| | - Richard Bélanger
- Département de phytologie, Université Laval, Québec, QC, Canada
- Institut de biologie intégrative et des systèmes, Université Laval, Québec, QC, Canada
- Centre de recherche et d'innovation sur les végétaux, Université Laval, Québec, QC, Canada
| | - François Belzile
- Département de phytologie, Université Laval, Québec, QC, Canada
- Institut de biologie intégrative et des systèmes, Université Laval, Québec, QC, Canada
- Centre de recherche et d'innovation sur les végétaux, Université Laval, Québec, QC, Canada
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2
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Lu S, Fang C, Abe J, Kong F, Liu B. Current overview on the genetic basis of key genes involved in soybean domestication. ABIOTECH 2022; 3:126-139. [PMID: 36312442 PMCID: PMC9590488 DOI: 10.1007/s42994-022-00074-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 06/11/2022] [Indexed: 11/28/2022]
Abstract
Modern crops were created through the domestication and genetic introgression of wild relatives and adaptive differentiation in new environments. Identifying the domestication-related genes and unveiling their molecular diversity provide clues for understanding how the domesticated variants were selected by ancient people, elucidating how and where these crops were domesticated. Molecular genetics and genomics have explored some domestication-related genes in soybean (Glycine max). Here, we summarize recent studies about the quantitative trait locus (QTL) and genes involved in the domestication traits, introduce the functions of these genes, clarify which alleles of domesticated genes were selected during domestication. A deeper understanding of soybean domestication could help to break the bottleneck of modern breeding by highlighting unused genetic diversity not selected in the original domestication process, as well as highlighting promising new avenues for the identification and research of important agronomic traits among different crop species.
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Affiliation(s)
- Sijia Lu
- Innovative Center of Molecular Genetics and Evolution, School of Life Sciences, Guangzhou University, Guangzhou, 510006 China
- Guangzhou Key Laboratory of Crop Gene Editing, Guangzhou University, Guangzhou, 510006 China
| | - Chao Fang
- Innovative Center of Molecular Genetics and Evolution, School of Life Sciences, Guangzhou University, Guangzhou, 510006 China
- Guangzhou Key Laboratory of Crop Gene Editing, Guangzhou University, Guangzhou, 510006 China
| | - Jun Abe
- Research Faculty of Agriculture, Hokkaido University, Sapporo, Hokkaido 060-0808 Japan
| | - Fanjiang Kong
- Innovative Center of Molecular Genetics and Evolution, School of Life Sciences, Guangzhou University, Guangzhou, 510006 China
- Guangzhou Key Laboratory of Crop Gene Editing, Guangzhou University, Guangzhou, 510006 China
| | - Baohui Liu
- Innovative Center of Molecular Genetics and Evolution, School of Life Sciences, Guangzhou University, Guangzhou, 510006 China
- Guangzhou Key Laboratory of Crop Gene Editing, Guangzhou University, Guangzhou, 510006 China
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3
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Gudi S, Saini DK, Singh G, Halladakeri P, Kumar P, Shamshad M, Tanin MJ, Singh S, Sharma A. Unravelling consensus genomic regions associated with quality traits in wheat using meta-analysis of quantitative trait loci. PLANTA 2022; 255:115. [PMID: 35508739 DOI: 10.1007/s00425-022-03904-4] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/25/2022] [Accepted: 04/26/2022] [Indexed: 05/03/2023]
Abstract
Meta-analysis in wheat for three major quality traits identified 110 meta-QTL (MQTL) with reduced confidence interval (CI). Five GWAS validated MQTL (viz., 1A.1, 1B.2, 3B.4, 5B.2, and 6B.2), each involving more than 20 initial QTL and reduced CI (95%) (< 2 cM), were selected for quality breeding programmes. Functional characterization including candidate gene mining and expression analysis discovered 44 high confidence candidate genes associated with quality traits. A meta-analysis of quantitative trait loci (QTL) associated with dough rheology properties, nutritional traits, and processing quality traits was conducted in wheat. For this purpose, as many as 2458 QTL were collected from 50 interval mapping studies published during 2013-2020. Of the total QTL, 1126 QTL were projected onto the consensus map saturated with 249,603 markers which led to the identification of 110 meta-QTL (MQTL). These MQTL exhibited an 18.84-fold reduction in the average CI compared to the average CI of the initial QTL (ranging from 14.87 to 95.55 cM with an average of 40.35 cM). Of the 110, 108 MQTL were physically anchored to the wheat reference genome, including 51 MQTL verified with marker-trait associations (MTAs) reported from earlier genome-wide association studies. Candidate gene (CG) mining allowed the identification of 2533 unique gene models from the MQTL regions. In-silico expression analysis discovered 439 differentially expressed gene models with > 2 transcripts per million expressions in grains and related tissues, which also included 44 high-confidence CGs involved in the various cellular and biochemical processes related to quality traits. Nine functionally characterized wheat genes associated with grain protein content, high-molecular-weight glutenin, and starch synthase enzymes were also found to be co-localized with some of the MQTL. Synteny analysis between wheat and rice MQTL regions identified 23 wheat MQTL syntenic to 16 rice MQTL associated with quality traits. Furthermore, 64 wheat orthologues of 30 known rice genes were detected in 44 MQTL regions. Markers flanking the MQTL identified in the present study can be used for marker-assisted breeding and as fixed effects in the genomic selection models for improving the prediction accuracy during quality breeding. Wheat orthologues of rice genes and other CGs available from MQTLs can be promising targets for further functional validation and to better understand the molecular mechanism underlying the quality traits in wheat.
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Affiliation(s)
- Santosh Gudi
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India.
| | - Dinesh Kumar Saini
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Gurjeet Singh
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Priyanka Halladakeri
- Department of Genetics and Plant Breeding, Anand Agricultural University, Gujarat, India
| | - Pradeep Kumar
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Mohammad Shamshad
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Mohammad Jafar Tanin
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Satinder Singh
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India
| | - Achla Sharma
- Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India
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Zhang Y, Hu X, Juhasz A, Islam S, Yu Z, Zhao Y, Li G, Ding W, Ma W. Characterising avenin-like proteins (ALPs) from albumin/globulin fraction of wheat grains by RP-HPLC, SDS-PAGE, and MS/MS peptides sequencing. BMC PLANT BIOLOGY 2020; 20:45. [PMID: 31996140 PMCID: PMC6988229 DOI: 10.1186/s12870-020-2259-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2019] [Accepted: 01/20/2020] [Indexed: 05/09/2023]
Abstract
BACKGROUND Wheat grain avenin-like proteins (ALPs) belong to a recently discovered class of wheat grain storage protein. ALPs in wheat grains not only have beneficial effects on dough quality but also display antifungal activities, which is a novel observation for wheat storage proteins. Previous studies have shown that ALPs are likely present in the albumin/globulin fractions of total protein extract from wheat flour. However, the accumulation characteristics of these ALPs in the mature wheat grain remains unknown. RESULTS In the present study, a total of 13 ALPs homologs were isolated and characterized in the albumin/globulin fractions of the wheat protein extract. A combination of multiple techniques including RP-HPLC, SDS-PAGE, MALDI-TOF and peptide sequencing were used for accurate separation and identification of individual ALP homolog. The C-terminal TaALP-by-4AL/7DS, TaALP-by-4AL/7AS/7DS, TaALP-bx/4AL/7AS/7DS, TaALP-ay-7DS, TaALP-ay-4AL, TaALP-ax-4AL, TaALP-ax-7AS, and TaALP-ax-7DS, were separated as individual protein bands from wheat flour for the first time. These unique ALPs peptides were mapped to the latest wheat genome assembly in the IWGSC database. The characteristic defence related proteins present in albumin and globulin fractions, such as protein disulfide-isomerase (PDI), grain softness protein (GSP), alpha-amylase inhibitors (AAIs) and endogenous alpha-amylase/subtilisin inhibitor were also found to co-segregate with these identified ALPs, avenin-3 and α-gliadins. The molecular weight range and the electrophoresis segregation properties of ALPs were characterised in comparison with the proteins containing the tryp_alpha_amyl domain (PF00234) and the gliadin domain (PF13016), which play a role in plant immunity and grain quality. We examined the phylogenetic relationships of the AAIs, GSP, avenin-3, α-gliadins and ALPs, based on the alignment of their functional domains. MALDI-TOF profiling indicated the occurrence of certain post-translations modifications (PTMs) in some ALP subunits. CONCLUSIONS We reported for the first time the complete profiling of ALPs present in the albumin/globulin fractions of wheat grain protein extracts. We concluded that majority of the ALPs homologs are expressed in wheat grains. We found clear evidence of PTMs in several ALPs peptides. The identification of both gliadin domain (PF13016) and Tryp_alpha_amyl domain (PF00234) in the mature forms of ALPs highlighted the multiple functional properties of ALPs in grain quality and disease resistance.
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Affiliation(s)
- Yujuan Zhang
- Australia-China Joint Centre for Wheat Improvement, Western Australian State Agriculture Biotechnology Centre, School of Veterinary and Life Sciences, Murdoch University, Perth, WA, 6150, Australia
| | - Xin Hu
- Australia-China Joint Centre for Wheat Improvement, Western Australian State Agriculture Biotechnology Centre, School of Veterinary and Life Sciences, Murdoch University, Perth, WA, 6150, Australia
- The Key Laboratory for Quality Improvement of Agricultural Products of Zhejiang Province, School of Agriculture and Food Science, Zhejiang A&F University, Linan, Zhejiang, 311300, Hangzhou, China
| | - Angela Juhasz
- Australia-China Joint Centre for Wheat Improvement, Western Australian State Agriculture Biotechnology Centre, School of Veterinary and Life Sciences, Murdoch University, Perth, WA, 6150, Australia
| | - Shahidul Islam
- Australia-China Joint Centre for Wheat Improvement, Western Australian State Agriculture Biotechnology Centre, School of Veterinary and Life Sciences, Murdoch University, Perth, WA, 6150, Australia
| | - Zitong Yu
- Australia-China Joint Centre for Wheat Improvement, Western Australian State Agriculture Biotechnology Centre, School of Veterinary and Life Sciences, Murdoch University, Perth, WA, 6150, Australia
| | - Yun Zhao
- Australia-China Joint Centre for Wheat Improvement, Western Australian State Agriculture Biotechnology Centre, School of Veterinary and Life Sciences, Murdoch University, Perth, WA, 6150, Australia
| | - Gang Li
- School of Agriculture, Food and Wine, University of Adelaide, Adelaide, 5005, Australia
| | - Wenli Ding
- Nutritional Crop Physiology, Institute of Crop Science, University of Hohenheim, 70599, Stuttgart, Germany
| | - Wujun Ma
- Australia-China Joint Centre for Wheat Improvement, Western Australian State Agriculture Biotechnology Centre, School of Veterinary and Life Sciences, Murdoch University, Perth, WA, 6150, Australia.
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Zhang D, Sun L, Li S, Wang W, Ding Y, Swarm SA, Li L, Wang X, Tang X, Zhang Z, Tian Z, Brown PJ, Cai C, Nelson RL, Ma J. Elevation of soybean seed oil content through selection for seed coat shininess. NATURE PLANTS 2018; 4:30-35. [PMID: 29292374 DOI: 10.1038/s41477-017-0084-7] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/16/2017] [Accepted: 11/28/2017] [Indexed: 05/06/2023]
Abstract
Many leguminous species have adapted their seed coat with a layer of powdery bloom that contains hazardous allergens and makes the seeds less visible, offering duel protection against potential predators 1 . Nevertheless, a shiny seed surface without bloom is desirable for human consumption and health, and is targeted for selection under domestication. Here we show that seed coat bloom in wild soybeans is mainly controlled by Bloom1 (B1), which encodes a transmembrane transporter-like protein for biosynthesis of the bloom in pod endocarp. The transition from the 'bloom' to 'no-bloom' phenotypes is associated with artificial selection of a nucleotide mutation that naturally occurred in the coding region of B1 during soybean domestication. Interestingly, this mutation not only 'shined' the seed surface, but also elevated seed oil content in domesticated soybeans. Such an elevation of oil content in seeds appears to be achieved through b1-modulated upregulation of oil biosynthesis in pods. This study shows pleiotropy as a mechanism underlying the domestication syndrome 2 , and may pave new strategies for development of soybean varieties with increased seed oil content and reduced seed dust.
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Affiliation(s)
- Dajian Zhang
- Department of Agronomy, Purdue University, West Lafayette, IN, USA
| | - Lianjun Sun
- Department of Agronomy, Purdue University, West Lafayette, IN, USA
- Department of Plant Genetics and Breeding, China Agricultural University, Beijing, China
| | - Shuai Li
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Weidong Wang
- Department of Agronomy, Purdue University, West Lafayette, IN, USA
| | - Yanhua Ding
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Stephen A Swarm
- Department of Crop Sciences, University of Illinois, Urbana, IL, USA
| | - Linghong Li
- Department of Agronomy, Purdue University, West Lafayette, IN, USA
- Department of Plant Genetics and Breeding, China Agricultural University, Beijing, China
| | - Xutong Wang
- Department of Agronomy, Purdue University, West Lafayette, IN, USA
| | - Xuemin Tang
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Zhifang Zhang
- Institute of Genetics and Developmental Biology, Beijing, China
| | - Zhixi Tian
- Institute of Genetics and Developmental Biology, Beijing, China
| | - Patrick J Brown
- Department of Crop Sciences, University of Illinois, Urbana, IL, USA
| | - Chunmei Cai
- College of Life Sciences, Qingdao Agricultural University, Qingdao, China
| | - Randall L Nelson
- Department of Crop Sciences, University of Illinois, Urbana, IL, USA
| | - Jianxin Ma
- Department of Agronomy, Purdue University, West Lafayette, IN, USA.
- Center for Plant Biology, Purdue University, West Lafayette, IN, USA.
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Paula P, Oliveira J, Sousa D, Alves B, Carvalho A, Franco O, Vasconcelos I. Insulin-like plant proteins as potential innovative drugs to treat diabetes—The Moringa oleifera case study. N Biotechnol 2017; 39:99-109. [DOI: 10.1016/j.nbt.2016.10.005] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2015] [Revised: 06/21/2016] [Accepted: 10/07/2016] [Indexed: 12/25/2022]
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Bandillo NB, Lorenz AJ, Graef GL, Jarquin D, Hyten DL, Nelson RL, Specht JE. Genome-wide Association Mapping of Qualitatively Inherited Traits in a Germplasm Collection. THE PLANT GENOME 2017; 10. [PMID: 28724068 DOI: 10.3835/plantgenome2016.06.0054] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2016] [Accepted: 02/15/2017] [Indexed: 06/07/2023]
Abstract
Genome-wide association (GWA) has been used as a tool for dissecting the genetic architecture of quantitatively inherited traits. We demonstrate here that GWA can also be highly useful for detecting many major genes governing categorically defined phenotype variants that exist for qualitatively inherited traits in a germplasm collection. Genome-wide association mapping was applied to categorical phenotypic data available for 10 descriptive traits in a collection of ∼13,000 soybean [ (L.) Merr.] accessions that had been genotyped with a 50,000 single nucleotide polymorphism (SNP) chip. A GWA on a panel of accessions of this magnitude can offer substantial statistical power and mapping resolution, and we found that GWA mapping resulted in the identification of strong SNP signals for 24 classical genes as well as several heretofore unknown genes controlling the phenotypic variants in those traits. Because some of these genes had been cloned, we were able to show that the narrow GWA mapping SNP signal regions that we detected for the phenotypic variants had chromosomal bp spans that, with just one exception, overlapped the bp region of the cloned genes, despite local variation in SNP number and nonuniform SNP distribution in the chip set.
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Chrysostomou C, Seker H. Prediction of protein allergenicity based on signal-processing bioinformatics approach. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2016; 2014:808-11. [PMID: 25570082 DOI: 10.1109/embc.2014.6943714] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Current bioinformatics tools accomplish high accuracies in classifying allergenic protein sequences with high homology and generally perform poorly with low homology protein sequences. Although some homologous regions explained Immunoglobulin E (IgE) cross-reactivity in groups of allergens, no universal molecular structure could be associated with allergenicity. In addition, studies have showed that cross-reactivity is not directly linked to the homology between protein sequences. Therefore, a new homology independent method needs to be developed to determine if a protein is an allergen or not. The aim of this study is therefore to differentiate sets of allergenic and non-allergenic proteins using a signal-processing based bioinformatics approach. In this paper, a new method was proposed for characterisation and classification of allergenic protein sequences. For this method hydrophobicity amino acid index was used to encode proteins to numerical sequences and Discrete Fourier Transform to extract features for each protein. Finally, a classifier was constructed based on Support Vector Machines. In order to demonstrate the applicability of the proposed method 857 allergen and 1000 non-allergen proteins were collected from UniProt online database. The results obtained from the proposed method yielded: MCC: 0.752 ± 0.007, Specificity: 0.912 ± 0.005, Sensitivity: 0.835 ± 0.008 and Total Accuracy: 87.65% ± 0.004.
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Liu C, Cheng F, Sun Y, Ma H, Yang X. Structure-Function Relationship of a Novel PR-5 Protein with Antimicrobial Activity from Soy Hulls. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2016; 64:948-59. [PMID: 26753535 DOI: 10.1021/acs.jafc.5b04771] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
An alkaline isoform of the PR-5 protein (designated GmOLPc) has been purified from soybean hulls and identified by MALDI-TOF/TOF-MS. GmOLPc effectively inhibited in vitro the growth of Phytophthora soja spore and Pseudomonas syringae pv glycinea. The antimicrobial activity of GmOLPc should be mainly ascribed to its high binding affinity with vesicles composed of DPPG, (1,3)-β-D-glucans, and weak endo-(1,3)-β-D-glucanase activity. From the 3D models, predicted by the homology modeling, GmOLPc contains an extended negatively charged cleft. The cleft was proved to be a prerequisite for endo-(1,3)-β-D-glucanase activity. Molecular docking revealed that the positioning of linear (1,3)-β-D-glucans in the cleft of GmOLPc allowed an interaction with Glu83 and Asp101 that were responsible for the hydrolytic cleavage of glucans. Interactions of GmOLPc with model membranes indicated that GmOLPc possesses good surface activity which could contribute to its antimicrobial activity, as proved by the behavior of perturbing the integrity of membranes through surface hydrophobic amino acid residues (Phe89 and Phe94).
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Affiliation(s)
- Chun Liu
- Research and Development Center of Food Proteins, Department of Food Science and Technology, South China University of Technology , Guangzhou 510640, People's Republic of China
| | - Fenfen Cheng
- Research and Development Center of Food Proteins, Department of Food Science and Technology, South China University of Technology , Guangzhou 510640, People's Republic of China
| | - Yingen Sun
- Research and Development Center of Food Proteins, Department of Food Science and Technology, South China University of Technology , Guangzhou 510640, People's Republic of China
| | - Hongyu Ma
- College of Plant Protection, Nanjing Agricultural University , Nanjing 210095, People's Republic of China
| | - Xiaoquan Yang
- Research and Development Center of Food Proteins, Department of Food Science and Technology, South China University of Technology , Guangzhou 510640, People's Republic of China
- State Key Laboratory of Pulp and Paper Engineering, South China University of Technology , Guangzhou 510640, People's Republic of China
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10
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Jervis J, Kastl C, Hildreth SB, Biyashev R, Grabau EA, Saghai-Maroof MA, Helm RF. Metabolite Profiling of Soybean Seed Extracts from Near-Isogenic Low and Normal Phytate Lines Using Orthogonal Separation Strategies. JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2015; 63:9879-87. [PMID: 26487475 DOI: 10.1021/acs.jafc.5b04002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Untargeted metabolomic profiling using liquid chromatography-mass spectrometry (LC-MS) was applied to lipid-depleted methanolic extracts of soybean seeds utilizing orthogonal chromatographic separations (reversed-phase and hydrophilic interaction) in both positive and negative ionization modes. Four near-isogenic lines (NILs) differing in mutations for two genes encoding highly homologous multidrug resistant proteins (MRPs) were evaluated. The double mutant exhibited a low phytate phenotype, whereas the other three NILs, the two single mutants and the wild type, did not. Principal component analysis (PCA) of the four LC-MS data sets fully separated the low phytate line from the other three. While the levels of neutral oligosaccharides were the same for all lines, there were significant metabolite differences residing in the levels of malonyl isoflavones, soyasaponins, and arginine. Two methanol-soluble polypeptides were also found as differing in abundance levels, one of which was identified as the allergen Gly m 1.
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Affiliation(s)
- Judith Jervis
- Departments of Biochemistry, ‡Crop and Soil Environmental Sciences, §Biological Sciences, and Plant Pathology, and ∥Physiology and Weed Science, Virginia Tech , Blacksburg, Virginia 24061, United States
| | - Christin Kastl
- Departments of Biochemistry, ‡Crop and Soil Environmental Sciences, §Biological Sciences, and Plant Pathology, and ∥Physiology and Weed Science, Virginia Tech , Blacksburg, Virginia 24061, United States
| | - Sherry B Hildreth
- Departments of Biochemistry, ‡Crop and Soil Environmental Sciences, §Biological Sciences, and Plant Pathology, and ∥Physiology and Weed Science, Virginia Tech , Blacksburg, Virginia 24061, United States
| | - Ruslan Biyashev
- Departments of Biochemistry, ‡Crop and Soil Environmental Sciences, §Biological Sciences, and Plant Pathology, and ∥Physiology and Weed Science, Virginia Tech , Blacksburg, Virginia 24061, United States
| | - Elizabeth A Grabau
- Departments of Biochemistry, ‡Crop and Soil Environmental Sciences, §Biological Sciences, and Plant Pathology, and ∥Physiology and Weed Science, Virginia Tech , Blacksburg, Virginia 24061, United States
| | - Mohammad A Saghai-Maroof
- Departments of Biochemistry, ‡Crop and Soil Environmental Sciences, §Biological Sciences, and Plant Pathology, and ∥Physiology and Weed Science, Virginia Tech , Blacksburg, Virginia 24061, United States
| | - Richard F Helm
- Departments of Biochemistry, ‡Crop and Soil Environmental Sciences, §Biological Sciences, and Plant Pathology, and ∥Physiology and Weed Science, Virginia Tech , Blacksburg, Virginia 24061, United States
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11
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Enstone DE, Peterson CA, Gijzen M. Soybean Hydrophobic Protein is Present in a Matrix Secreted by the Endocarp Epidermis during Seed Development. Sci Rep 2015; 5:15074. [PMID: 26455712 PMCID: PMC4601034 DOI: 10.1038/srep15074] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2015] [Accepted: 09/15/2015] [Indexed: 11/09/2022] Open
Abstract
Hydrophobic protein from soybean (HPS) is present in soybean dust and is an allergen (Gly m 1) that causes asthma in allergic individuals. Past studies have shown that HPS occurs on the seed surface. To determine the microscopic localization of HPS during seed development, monoclonal antibodies to HPS were used to visualize the protein by fluorescence and transmission electron microscopy. Seed coat and endocarp sections were also examined for pectin, cellulose, callose, starch, and protein by histochemical staining. HPS is present in the endocarp epidermal cells at 18 to 28 days post anthesis. At later stages of seed development, HPS occurs in extracellular secretions that accumulate unevenly on the endocarp epidermis and seed surface. HPS is synthesized by the endocarp epidermis and deposited on the seed surface as part of a heterogeneous matrix.
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Affiliation(s)
- Daryl E. Enstone
- Department of Biology, University of Waterloo, Waterloo, N2L 3G1, Canada
| | - Carol A. Peterson
- Department of Biology, University of Waterloo, Waterloo, N2L 3G1, Canada
| | - Mark Gijzen
- Agriculture and Agri-Food Canada, London, N5V 4T3, Canada
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12
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Fujiwara K, Cabanos C, Toyota K, Kobayashi Y, Maruyama N. Differential expression and elution behavior of basic 7S globulin among cultivars under hot water treatment of soybean seeds. J Biosci Bioeng 2014; 117:742-8. [PMID: 24331980 DOI: 10.1016/j.jbiosc.2013.11.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2013] [Revised: 10/28/2013] [Accepted: 11/03/2013] [Indexed: 01/19/2023]
Abstract
Basic 7S globulin (Bg7S), which accumulates in mature soybean (Glycine max) seeds, is an extracellular matrix protein. A large amount of Bg7S is synthesized de novo and is eluted from soybean seeds when immersed in 50-60°C water (hot water treatment, HWT). However, the Bg7S elution mechanism remains unclear. Under HWT, the seeds probably undergo heat stress and flooding stress. To obtain fundamental knowledge related to how Bg7S is eluted from hot-water-treated seeds, this study compared Bg7S elution among soybean cultivars having different flooding tolerance during pre-germination. The amounts of Bg7S eluted from seeds varied significantly among cultivars. Elution was suppressed by seed coats regarded as preventing the leakage of seed contents by rapid water imbibition. Furthermore, Bg7S expression levels differed among cultivars, although the difference did not result from any variation in Bg7S promoter sequences. However, the expression levels of Bg7S under HWT were not associated with the flooding tolerance level. Immunoelectron microscopy revealed that the Bg7S accumulated in the intercellular space of hot-water-treated seeds. Plasma membrane shrinkage was observed. The main proteins eluted from seeds under HWT were located in the extracellular space. This study clarified the mechanism of Bg7S elution from seeds under HWT.
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Affiliation(s)
- Keigo Fujiwara
- Laboratory of Food Quality Design and Development, Graduate School of Agriculture, Kyoto University, Uji, Kyoto 611-0011, Japan
| | - Cerrone Cabanos
- Laboratory of Food Quality Design and Development, Graduate School of Agriculture, Kyoto University, Uji, Kyoto 611-0011, Japan
| | - Kenji Toyota
- Laboratory of Food Quality Design and Development, Graduate School of Agriculture, Kyoto University, Uji, Kyoto 611-0011, Japan
| | - Yasunori Kobayashi
- Laboratory of Food Quality Design and Development, Graduate School of Agriculture, Kyoto University, Uji, Kyoto 611-0011, Japan
| | - Nobuyuki Maruyama
- Laboratory of Food Quality Design and Development, Graduate School of Agriculture, Kyoto University, Uji, Kyoto 611-0011, Japan.
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Kuppannan K, Julka S, Karnoup A, Dielman D, Schafer B. 2DLC-UV/MS assay for the simultaneous quantification of intact soybean allergens Gly m 4 and hydrophobic protein from soybean (HPS). JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2014; 62:4884-92. [PMID: 24837073 DOI: 10.1021/jf500087s] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/03/2023]
Abstract
Top-down approaches for quantification of proteins based on separation and mass spectrometric assays hold promise due to their high specificity and avoidance of both proteolytic steps and need for generation of monoclonal antibodies. In this study, a 2DLC-UV/MS assay was developed for the simultaneous quantification of two intact soybean allergens, hydrophobic protein from soybean (HPS) and Gly m 4. Both of these allergens were purified from soybean seeds followed by complete characterization. The method validation consisted of evaluating linearity, precision, and recovery. A linear relationship (R(2) > 0.99) between concentrations of the two proteins and their respective peak areas was observed over the concentration ranges from 6.9 to 355.1 μg/mL and from 11.9 to 599.8 μg/mL for Gly m 4 and HPS, respectively. For the 4 day validation study, precision range (%CV) was observed to be from 4.7 to 9.2% for HPS and from 6.3 to 9.4% for Gly m 4. The assay recovery range (%RE) was observed to be from -1.1 to -13.7% for HPS and from -3.5 to 15.2% for Gly m 4. The assay was applied on 10 non-transgenic commercial lines to quantify the relative levels of the two allergens. The HPS and Gly m 4 levels ranged from 64 to 479 μg/g and from 204 to 637 μg/g, respectively. To the best of the authors' knowledge, this represents the first 2DLC-UV/MS assay for the simultaneous quantitation of selected allergens at the intact level.
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Affiliation(s)
- Krishna Kuppannan
- Analytical Sciences, The Dow Chemical Company, 1897 Building, Midland, Michigan 48667, United States
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Smýkal P, Vernoud V, Blair MW, Soukup A, Thompson RD. The role of the testa during development and in establishment of dormancy of the legume seed. FRONTIERS IN PLANT SCIENCE 2014; 5:351. [PMID: 25101104 PMCID: PMC4102250 DOI: 10.3389/fpls.2014.00351] [Citation(s) in RCA: 82] [Impact Index Per Article: 8.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2014] [Accepted: 06/30/2014] [Indexed: 05/19/2023]
Abstract
Timing of seed germination is one of the key steps in plant life cycles. It determines the beginning of plant growth in natural or agricultural ecosystems. In the wild, many seeds exhibit dormancy and will only germinate after exposure to certain environmental conditions. In contrast, crop seeds germinate as soon as they are imbibed usually at planting time. These domestication-triggered changes represent adaptations to cultivation and human harvesting. Germination is one of the common sets of traits recorded in different crops and termed the "domestication syndrome." Moreover, legume seed imbibition has a crucial role in cooking properties. Different seed dormancy classes exist among plant species. Physical dormancy (often called hardseededness), as found in legumes, involves the development of a water-impermeable seed coat, caused by the presence of phenolics- and suberin-impregnated layers of palisade cells. The dormancy release mechanism primarily involves seed responses to temperature changes in the habitat, resulting in testa permeability to water. The underlying genetic controls in legumes have not been identified yet. However, positive correlation was shown between phenolics content (e.g., pigmentation), the requirement for oxidation and the activity of catechol oxidase in relation to pea seed dormancy, while epicatechin levels showed a significant positive correlation with soybean hardseededness. myeloblastosis family of transcription factors, WD40 proteins and enzymes of the anthocyanin biosynthesis pathway were involved in seed testa color in soybean, pea and Medicago, but were not tested directly in relation to seed dormancy. These phenolic compounds play important roles in defense against pathogens, as well as affecting the nutritional quality of products, and because of their health benefits, they are of industrial and medicinal interest. In this review, we discuss the role of the testa in mediating legume seed germination, with a focus on structural and chemical aspects.
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Affiliation(s)
- Petr Smýkal
- Department of Botany, Faculty of Sciences, Palacký University in OlomoucOlomouc, Czech Republic
- *Correspondence: Petr Smýkal, Department of Botany, Faculty of Sciences, Palacký University in Olomouc, Šlechtitelů 11, 783 71 Olomouc, Czech Republic e-mail:
| | | | - Matthew W. Blair
- Department of Agricultural and Environmental Sciences, Tennessee State UniversityNashville, TN, USA
| | - Aleš Soukup
- Department of Experimental Plant Biology, Charles UniversityPrague, Czech Republic
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Asakura T, Tamura T, Terauchi K, Narikawa T, Yagasaki K, Ishimaru Y, Abe K. Global gene expression profiles in developing soybean seeds. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2012; 52:147-53. [PMID: 22245912 DOI: 10.1016/j.plaphy.2011.12.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/18/2011] [Accepted: 12/20/2011] [Indexed: 05/31/2023]
Abstract
The gene expression profiles in soybean (Glycine max L.) seeds at 4 stages of development, namely, pod, 2-mm bean, 5-mm bean, and full-size bean, were examined by DNA microarray analysis. The total genes of each sample were classified into 4 clusters based on stage of development. Gene expression was strictly controlled by seed size, which coincides with the development stage. First, stage specific gene expression was examined. Many transcription factors were expressed in pod, 2-mm bean and 5-mm bean. In contrast, storage proteins were mainly expressed in full-size bean. Next, we extracted the genes that are differentially expressed genes (DEGs) that were extracted using the Rank products method of the Bioconductor software package. These DEGs were sorted into 8 groups using the hclust function according to gene expression patterns. Three of the groups across which the expression levels progressively increased included 100 genes, while 3 groups across which the levels decreased contained 47 genes. Storage proteins, seed-maturation proteins, some protease inhibitors, and the allergen Gly m Bd 28K were classified into the former groups. Lipoxygenase (LOX) family members were present in both the groups, indicating the multi-functionality with different expression patterns.
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Affiliation(s)
- Tomiko Asakura
- Department of Applied Biological Chemistry, Graduate School of Agricultural and Life Sciences, University of Tokyo, 1-1-1 Yayoi, Bunkyo-ku, Tokyo 113-8657, Japan.
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16
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Mathieu M, Winters EK, Kong F, Wan J, Wang S, Eckert H, Luth D, Paz M, Donovan C, Zhang Z, Somers D, Wang K, Nguyen H, Shoemaker RC, Stacey G, Clemente T. Establishment of a soybean (Glycine max Merr. L) transposon-based mutagenesis repository. PLANTA 2009; 229:279-89. [PMID: 18855007 DOI: 10.1007/s00425-008-0827-9] [Citation(s) in RCA: 45] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2008] [Accepted: 09/14/2008] [Indexed: 05/26/2023]
Abstract
Soybean is a major crop species providing valuable feedstock for food, feed and biofuel. In recent years, considerable progress has been made in developing genomic resources for soybean, including on-going efforts to sequence the genome. These efforts have identified a large number of soybean genes, most with unknown function. Therefore, a major research priority is determining the function of these genes, especially those involved in agronomic performance and seed traits. One means to study gene function is through mutagenesis and the study of the resulting phenotypes. Transposon-tagging has been used successfully in both model and crop plants to support studies of gene function. In this report, we describe efforts to generate a transposon-based mutant collection of soybean. The Ds transposon system was used to create activation-tagging, gene and enhancer trap elements. Currently, the repository houses approximately 900 soybean events, with flanking sequence data derived from 200 of these events. Analysis of the insertions revealed approximately 70% disrupted known genes, with the majority matching sequences derived from either Glycine max or Medicago truncatula sequences. Among the mutants generated, one resulted in male-sterility and was shown to disrupt the strictosidine synthase gene. This example clearly demonstrates that it is possible to disrupt soybean gene function by insertional mutagenesis and to derive useful mutants by this approach in spite of the tetraploid nature of the soybean genome.
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Affiliation(s)
- Melanie Mathieu
- National Center for Soybean Biotechnology, Division of Plant Sciences, Life Sciences Center, Department of Molecular Microbiology, University of Missouri, Rollins Road, Columbia, MO 65211, USA
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17
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Gijzen M, Kuflu K, Moy P. Gene amplification of the Hps locus in Glycine max. BMC PLANT BIOLOGY 2006; 6:6. [PMID: 16536872 PMCID: PMC1421400 DOI: 10.1186/1471-2229-6-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/14/2005] [Accepted: 03/14/2006] [Indexed: 05/07/2023]
Abstract
BACKGROUND Hydrophobic protein from soybean (HPS) is an 8 kD cysteine-rich polypeptide that causes asthma in persons allergic to soybean dust. HPS is synthesized in the pod endocarp and deposited on the seed surface during development. Past evidence suggests that the protein may mediate the adherence or dehiscence of endocarp tissues during maturation and affect the lustre, or glossiness of the seed surface. RESULTS A comparison of soybean germplasm by genomic DNA blot hybridization shows that the copy number and structure of the Hps locus is polymorphic among soybean cultivars and related species. Changes in Hps gene copy number were also detected by comparative genomic DNA hybridization using cDNA microarrays. The Hps copy number polymorphisms co-segregated with seed lustre phenotype and HPS surface protein in a cross between dull- and shiny-seeded soybeans. In soybean cultivar Harosoy 63, a minimum of 27 +/- 5 copies of the Hps gene were estimated to be present in each haploid genome. The isolation and analysis of genomic clones indicates that the core Hps locus is comprised of a tandem array of reiterated units, with each 8.6 kb unit containing a single HPS open reading frame. CONCLUSION This study shows that polymorphisms at the Hps locus arise from changes in the gene copy number via gene amplification. We present a model whereby Hps copy number modulates protein expression levels and seed lustre, and we suggest that gene amplification may result from selection pressures imposed on crop plants.
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Affiliation(s)
- Mark Gijzen
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, N5V 4T3, Canada
| | - Kuflom Kuflu
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, N5V 4T3, Canada
| | - Pat Moy
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, N5V 4T3, Canada
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Dhaubhadel S, Kuflu K, Romero MC, Gijzen M. A soybean seed protein with carboxylate-binding activity. JOURNAL OF EXPERIMENTAL BOTANY 2005; 56:2335-44. [PMID: 16061511 DOI: 10.1093/jxb/eri226] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/03/2023]
Abstract
The seed coat serves as a multifunctional organ with a role in protection and for the supply of nutrients to the embryo sac during development. The composition of the legume seed coat differs from other seed tissues in many ways including its protein composition. An abundant 24 kDa protein (SC24) has been purified and identified from soybean (Glycine max [L.] Merr) seed hulls. The corresponding cDNA and genomic DNA clones for SC24 were isolated and characterized, and expression patterns were determined. The deduced protein sequence of 219 amino acids included an N-terminal signal peptide. Transcripts encoding SC24 were present in the seed coat from 30 days after pollination (DAP) until maturity, but the protein was not detected until the final stages of seed maturation. In mature seeds, most of the SC24 protein was localized to the parenchyma and aleurone layers of the seed coat. The expression of SC24 was also induced in vegetative tissues by pathogen infection and by wounding. The SC24 protein bound to an affinity column containing an isophthalic acid ligand, and was eluted with 7 mM citrate. Polyclonal antibodies raised against recombinant SC24 cross-reacted with the seed coat peroxidase enzyme, suggesting that these two proteins may share an antigenic determinant. Overall, the results indicate that SC24 belongs to a novel class of plant defence proteins with carboxylate-binding activity.
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Affiliation(s)
- Sangeeta Dhaubhadel
- Southern Crop Protection and Food Research Center, Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, Canada N5V 4T3
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Moy P, Qutob D, Chapman BP, Atkinson I, Gijzen M. Patterns of gene expression upon infection of soybean plants by Phytophthora sojae. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2004; 17:1051-62. [PMID: 15497398 DOI: 10.1094/mpmi.2004.17.10.1051] [Citation(s) in RCA: 126] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
To investigate patterns of gene expression in soybean (Glycine max) and Phytophthora sojae during an infection time course, we constructed a 4,896-gene microarray of host and pathogen cDNA transcripts. Analysis of rRNA from soybean and P. sojae was used to estimate the ratio of host and pathogen RNA present in mixed samples. Large changes in this ratio occurred between 12 and 24 h after infection, reflecting the rapid growth and proliferation of the pathogen within host tissues. From the microarray analysis, soybean genes that were identified as strongly upregulated during infection included those encoding enzymes of phytoalexin biosynthesis and defense and pathogenesis-related proteins. Expression of these genes generally peaked at 24 h after infection. Selected lipoxygenases and peroxidases were among the most strongly downregulated soybean genes during the course of infection. The number of pathogen genes expressed during infection reached a maximum at 24 h. The results show that it is possible to use a single microarray to simultaneously probe gene expression in two interacting organisms. The patterns of gene expression we observed in soybean and P. sojae support the hypothesis that the pathogen transits from biotrophy to necrotrophy between 12 and 24 h after infection.
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Affiliation(s)
- Pat Moy
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, N5V 4T3, Canada
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20
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MA FENGSHAN, CHOLEWA EWA, MOHAMED TASNEEM, PETERSON CAROLA, GIJZEN MARK. Cracks in the palisade cuticle of soybean seed coats correlate with their permeability to water. ANNALS OF BOTANY 2004; 94:213-28. [PMID: 15217785 PMCID: PMC4242158 DOI: 10.1093/aob/mch133] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/05/2003] [Revised: 02/12/2004] [Accepted: 04/02/2004] [Indexed: 05/19/2023]
Abstract
BACKGROUND AND AIMS Soybean (Glycine max) is among the many legumes that are well known for 'hardseededness'. This feature can be beneficial for long-term seed survival, but is undesirable for the food processing industry. There is substantial disagreement concerning the mechanisms and related structures that control the permeability properties of soybean seed coats. In this work, the structural component that controls water entry into the seed is identified. METHODS Six soybean cultivars were tested for their seed coat permeabilities to water. To identify the structural feature(s) that may contribute to the determination of these permeabilities, fluorescent tracer dyes, and light and electron microscopic techniques were used. KEY RESULTS The cultivar 'Tachanagaha' has the most permeable seed coat, 'OX 951' the least permeable seed coat, and the permeabilities of the rest ('Harovinton', 'Williams', 'Clark L 67-3469', and 'Harosoy 63') are intermediate. All seeds have surface deposits, depressions, a light line, and a cuticle about 0.2 microm thick overlaying the palisade layer. In permeable cultivars the cuticle tends to break, whereas in impermeable seeds of 'OX 951' it remains intact. In the case of permeable seed coats, the majority of the cracks are from 1 to 5 micro m wide and from 20 to 200 micro m long, and occur more frequently on the dorsal side than in other regions of the seed coat, a position that correlates with the site of initial water uptake. CONCLUSIONS The cuticle of the palisade layer is the key factor that determines the permeability property of a soybean seed coat. The cuticle of a permeable seed coat is mechanically weak and develops small cracks through which water can pass. The cuticle of an impermeable seed coat is mechanically strong and does not crack under normal circumstances.
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Affiliation(s)
- FENGSHAN MA
- Department of Biology, University of Waterloo, 200 University Ave W, Waterloo, Ontario, Canada N2L 3G1
- Southern Plant Protection and Food Research Centre, Agriculture and Agri-Food Canada, 1391 Sandford St, London, Ontario, Canada N5V 4T3
| | - EWA CHOLEWA
- Department of Biology, University of Waterloo, 200 University Ave W, Waterloo, Ontario, Canada N2L 3G1
| | - TASNEEM MOHAMED
- Department of Biology, University of Waterloo, 200 University Ave W, Waterloo, Ontario, Canada N2L 3G1
| | - CAROL A. PETERSON
- Department of Biology, University of Waterloo, 200 University Ave W, Waterloo, Ontario, Canada N2L 3G1
| | - MARK GIJZEN
- Southern Plant Protection and Food Research Centre, Agriculture and Agri-Food Canada, 1391 Sandford St, London, Ontario, Canada N5V 4T3
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21
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José-Estanyol M, Gomis-Rüth FX, Puigdomènech P. The eight-cysteine motif, a versatile structure in plant proteins. PLANT PHYSIOLOGY AND BIOCHEMISTRY : PPB 2004; 42:355-65. [PMID: 15191737 DOI: 10.1016/j.plaphy.2004.03.009] [Citation(s) in RCA: 117] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/08/2004] [Accepted: 03/22/2004] [Indexed: 05/03/2023]
Abstract
A number of protein sequences deduced from the molecular analysis of plant cDNA or genomic libraries can be grouped in relation to a defined number of cysteine residues located in distinct positions of their sequences. This is the case for a group of around 500 polypeptides from different species that contain a small domain (less than 100 amino acids residues) displaying a pattern of eight-cysteines in a specific order. The plant sequences containing this motif belong to proteins having different functions, ranging from storage, protection, enzyme inhibition and lipid transfer, to cell wall structure. The eight-cysteine motif (8CM) appears to be a structural scaffold of conserved helical regions connected by variable loops, as observed by three-dimensional structure analysis. It is proposed that the cysteine residues would form a network of disulfide bridges necessary, for the maintenance of the tertiary structure of the molecule together with the central helical core, while the variable loops would provide the sequences required for the specific functions of the proteins.
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Affiliation(s)
- Matilde José-Estanyol
- Laboratori de Genètica Molecular i Vegetal, Consorci CSIC-IRTA, Jordi Girona 18-26, 08034 Barcelona, Spain.
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Abstract
BACKGROUND Soybean hulls (SHs) cause respiratory allergies. This study investigates the allergenicity of soybean varieties (SVs) by in vivo and in vitro tests. METHODS Ten SVs were studied: (a) five with a proved clinical relevance (SVs 1, 2, 3, 4, 5), the last four with a 'dull' phenotype; (b) five of undetermined relevance, three of them (SVs 6, 7, 8) with a 'shiny' phenotype, and two (SVs 9 and 10) with a 'dull' phenotype. Extracts from all 10 SVs were used to skin prick test (SPT) 21 subjects sensitized to SHs. Positive and negative sera pools prepared from sera of subjects sensitized or not to SHs, respectively, were utilized to perform in vitro experiments (specific IgE and IgG4 determinations, SDS-PAGE/IgE-Western blot, and IgE-inhibition). RESULTS In this study, it was found that 52.4, 52.4, 57.1, 71.4, 80.9, 42.9, 57.1, 71.4, 52.4, and 38.1% subjects had a positive SPT with SVs 1-10, respectively (P NS). Specific IgE values to SVs 1-10 obtained with the positive pool are 28.3, 26.4, 29.9, 28.3, 26.8, 4.8, 13.4, 6.7, 24.7, and 17.5% total counts bound, respectively; and specific IgG4 values 0.851, 0.818, 0.721, 1.609, 0.789, 0.617, 0.662, 0.0, 1.127, and 0.934 OD units, respectively; the microgram of protein required to produce 50% inhibition are 2.5, 3.7, 4.5, 2.4, 5, 39.8, 25.2, 25.1, 4.5, and 8.9, respectively. A 7-kDa band is present in all SVs except in those with a 'shiny' phenotype. CONCLUSIONS The SVs with a 'shiny' phenotype contain less allergens than the other SVs studied, as determined by in vitro tests. However, SPT results with the SVs do not differ. Genetic screens should be devised to select plants with reduced, preferably absent, allergenicity, but with a high nutritional value, and this allergenicity should be studied utilizing in vivo and in vitro tests.
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Affiliation(s)
- R Codina
- Division of Allergy and Immunology, Department of Internal Medicine, University of South Florida College of Medicine and James A. Haley V.A. Hospital, Tampa, FL 33612-4745, USA
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Gijzen M, Weng C, Kuflu K, Woodrow L, Yu K, Poysa V. Soybean seed lustre phenotype and surface protein cosegregate and map to linkage group E. Genome 2003; 46:659-64. [PMID: 12897873 DOI: 10.1139/g03-047] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Soybean (Glycine max (L.) Merr.) seeds vary in their surface properties. The lustre, or glossiness, of seeds has been classified into several different phenotypes. Soybean seeds that have a dull lustre or moderate bloom (B) may also have abundant seed surface protein, namely, an abundance of the hydrophobic protein from soybean (HPS). The seed surface protein HPS is an allergen (Gly m 1) that causes asthma in persons allergic to soybean dust. In this study, seed lustre and surface protein content are compared among 71 different soybean cultivars and lines. Dull-seeded phenotypes usually possessed abundant surface protein in comparison to shiny-seeded types, although exceptions were observed. An F2 population of 82 individuals from a cross of OX281 (dull lustre, abundant HPS) and Mukden (shiny lustre, trace amounts of HPS) provided a basis for inheritance studies and genetic mapping analysis. Results indicate that dull seed lustre (B) and surface protein (Hps) loci are dominant Mendelian traits that cosegregate and map to soybean linkage group E. Molecular markers were used to construct a genetic map of 28 cM encompassing B and Hps. Two different molecular markers cosegregated with each of the loci. This study provides additional evidence that Hps may play a role in the adhesion of endocarp tissues to the seed, and offers new methods of selection for seed lustre and surface protein composition in soybean.
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Affiliation(s)
- Mark Gijzen
- Agriculture aand Agri-Food Canada, London, Ontario, Canada.
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Qutob D, Huitema E, Gijzen M, Kamoun S. Variation in structure and activity among elicitins from Phytophthora sojae. MOLECULAR PLANT PATHOLOGY 2003; 4:119-124. [PMID: 20569371 DOI: 10.1046/j.1364-3703.2003.00158.x] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2023]
Abstract
SUMMARY Transcripts encoding elicitin-like protein domains were identified from similarity searches of Phytophthora sojae expressed sequence tags and were characterized with regard to molecular structure and elicitor activity. The P. sojae elicitin family consists of at least nine genes with products similar to previously described elicitins (SOJA-2, SOJB, SOJ2, SOJ3, SOJ5, SOJ6 and SOJ7) or highly diverged from known sequences (SOJX and SOJY). The predicted structural features of seven (SOJA-2, SOJB, SOJ2, SOJ3, SOJ6, SOJX and SOJY) of the elicitin preproteins were compared. All of the predicted elicitins possess a leader signal sequence and a core elicitin domain. Five (SOJ2, SOJ3, SOJ6, SOJX and SOJY) of the characterized elicitins also contain a variable C-terminal region. In addition, SOJX and SOJY contain a C-terminal hydrophobic membrane-spanning domain. An analysis of expression patterns of the elicitin transcripts showed that SOJA-2, SOJB, SOJ2, SOJ3 and SOJ6 were expressed in axenically grown mycelia and during infection, but not in zoospores. In contrast, SOJX and SOJY were predominantly and specifically expressed in zoospores. Selected elicitin domains were also tested for the induction of the hypersensitive response (HR) in Nicotiana spp. All of the elicitin protein domains tested induced the HR, except for SOJX and SOJY. Overall, the results show that the P. sojae elicitin gene family is large and diverse, with varying patterns of expression and HR-inducing activity.
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Affiliation(s)
- Dinah Qutob
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ont., N5V 4T3, Canada
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25
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Blein JP, Coutos-Thévenot P, Marion D, Ponchet M. From elicitins to lipid-transfer proteins: a new insight in cell signalling involved in plant defence mechanisms. TRENDS IN PLANT SCIENCE 2002; 7:293-296. [PMID: 12119165 DOI: 10.1016/s1360-1385(02)02284-7] [Citation(s) in RCA: 159] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Elicitins and lipid-transfer proteins are small cysteine-rich lipid-binding proteins secreted by oomycetes and plant cells, respectively, that share some structural and functional properties. In spite of intensive work on their structure and diversity at the protein and genetic levels, the precise biological roles of lipid-transfer proteins remains unclear, although the most recent data suggest a role in somatic embryogenesis, in the formation of protective surface layers and in defence against pathogens. By contrast, elicitins are known elicitors of plant defence, and recent work demonstrating that elicitins and lipid-transfer proteins share the same biological receptors gives a new perspective to understand the role played by lipid binding proteins, mainly the early recognition of intruders in plants.
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Affiliation(s)
- Jean-Pierre Blein
- UMR 692 INRA/Université de Bourgogne, Laboratoire de Phytopharmacie et de Biochimie des Interactions Cellulaires, INRA, BP 86510, 21065 Dijon Cedex, France.
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Gijzen M, Kuflu K, Qutob D, Chernys JT. A class I chitinase from soybean seed coat. JOURNAL OF EXPERIMENTAL BOTANY 2001; 52:2283-9. [PMID: 11709578 DOI: 10.1093/jexbot/52.365.2283] [Citation(s) in RCA: 36] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/23/2023]
Abstract
Protein extracts from soybean (Glycine max [L.] Merr) seed hulls were fractionated by isoelectric focusing and SDS-PAGE analysis and components identified by peptide microsequencing. An abundant 32 kDa protein possessed an N-terminal cysteine-rich hevein domain present in class I chitinases and in other chitin-binding proteins. The protein could be purified from seed coats by single step binding to a chitin bead matrix and displayed chitinase activity by an electrophoretic zymogram assay. The corresponding cDNA and genomic clones for the chitinase protein were isolated and characterized, and the expression pattern determined by RNA blot analysis. The deduced peptide sequence of 320 amino acids included an N-terminal signal peptide and conserved chitin-binding and catalytic domains interspaced by a proline hinge. An 11.3 kb EcoRI genomic fragment bearing the 2.4 kb chitinase gene was fully sequenced. The gene contained two introns and was flanked by A+T-rich tracts. Analysis by DNA blot hybridization showed that this is a single or low copy gene in the soybean genome. The chitinase is expressed late in seed development, with particularly high expression in the seed coat. Expression was also evident in the late stages of development of the pod, root, leaf, and embryo, and in tissues responding to pathogen infection. This study further illustrates the differences in protein composition of the various seed tissues and demonstrates that defence-related proteins are prevalent in the seed coat.
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Affiliation(s)
- M Gijzen
- Agriculture and Agri-Food Canada, 1391 Sandford Street, London, Ontario, Canada N5V 4T3.
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Dubbs WE, Grimes HD. Specific lipoxygenase isoforms accumulate in distinct regions of soybean pod walls and mark a unique cell layer. PLANT PHYSIOLOGY 2000; 123:1269-80. [PMID: 10938346 PMCID: PMC59086 DOI: 10.1104/pp.123.4.1269] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/14/1999] [Accepted: 03/28/2000] [Indexed: 05/19/2023]
Abstract
Developing seeds constitute a strong sink for the plant and rely on the turnover and mobilization of carbon and nitrogen assimilates to supply the nutrients needed for their maturation. In large part these nutrients emanate from the vegetative organs including leaves and pod walls. Vegetative lipoxygenases (VLXs) accumulate in the paraveinal mesophyll cell layer of soybean (Glycine max L.) leaves where individual isoforms are proposed to play a role(s) as active enzymes or as transient storage proteins. VLXs also are prominent proteins in soybean pod walls, representing approximately 12% of the total soluble protein. Examining the temporal, tissue, and subcellular patterns of individual VLX isoform accumulation and of lipoxygenase activity through pod wall development indicates that VLXD is the principal VLX isoform playing a role in storage in this organ. The major accumulation of VLXD occurs just prior to seed fill within the endocarp middle zone, and protein extracted from this region shows relatively low levels of lipoxygenase activity, suggesting the middle zone may act as a storage tissue. Three other VLX isoforms, VLXA, VLXB, and VLXC colocalize to the cytoplasm of a single discrete cell layer in the mesocarp. Thus, the patterns of VLX cellular and subcellular localization in pod walls suggest independent functions for these different isoforms while also serving as specific markers for a novel cell layer in the pod wall.
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Affiliation(s)
- W E Dubbs
- Department of Botany, Washington State University, Pullman, Washington 99164-4234, USA
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