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Li B, Jia Y, Xu L, Zhang S, Long Z, Wang R, Guo Y, Zhang W, Jiao C, Li C, Xu Y. Transcriptional convergence after repeated duplication of an amino acid transporter gene leads to the independent emergence of the black husk/pericarp trait in barley and rice. PLANT BIOTECHNOLOGY JOURNAL 2024; 22:1282-1298. [PMID: 38124464 PMCID: PMC11022822 DOI: 10.1111/pbi.14264] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/04/2023] [Revised: 11/09/2023] [Accepted: 11/25/2023] [Indexed: 12/23/2023]
Abstract
The repeated emergence of the same trait (convergent evolution) in distinct species is an interesting phenomenon and manifests visibly the power of natural selection. The underlying genetic mechanisms have important implications to understand how the genome evolves under environmental challenges. In cereal crops, both rice and barley can develop black-coloured husk/pericarp due to melanin accumulation. However, it is unclear if this trait shares a common origin. Here, we fine-mapped the barley HvBlp gene controlling the black husk/pericarp trait and confirmed its function by gene silencing. The result was further supported by a yellow husk/pericarp mutant with deletion of the HvBlp gene, derived from gamma ray radiation of the wild-type W1. HvBlp encodes a putative tyrosine transporter homologous to the black husk gene OsBh4 in rice. Surprisingly, synteny and phylogenetic analyses showed that HvBlp and OsBh4 belonged to different lineages resulted from dispersed and tandem duplications, respectively, suggesting that the black husk/pericarp trait has emerged independently. The dispersed duplication (dated at 21.23 MYA) yielding HvBlp occurred exclusively in the common ancestor of Triticeae. HvBlp and OsBh4 displayed converged transcription in husk/pericarp tissues, contributing to the black husk/pericarp trait. Further transcriptome and metabolome data identified critical candidate genes and metabolites related to melanin production in barley. Taken together, our study described a compelling case of convergent evolution resulted from transcriptional convergence after repeated gene duplication, providing valuable genetic insights into phenotypic evolution. The identification of the black husk/pericarp genes in barley also has great potential in breeding for stress-resilient varieties with higher nutritional values.
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Affiliation(s)
- Bo Li
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement & Key Laboratory of Ministry of Agriculture and Rural Affairs for Crop Molecular Breeding, Food Crops InstituteHubei Academy of Agricultural SciencesWuhanChina
| | - Yong Jia
- Western Crop Genetics Alliance, Future Food Institute, Western Australian State Agricultural Biotechnology Centre, College of Science, Health, Engineering and EducationMurdoch UniversityMurdochWestern AustraliaAustralia
| | - Le Xu
- Hubei Collaborative Innovation Centre for the industrialization of Major Grain Crops, College of AgricultureYangtze UniversityJingzhouChina
| | - Shuo Zhang
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement & Key Laboratory of Ministry of Agriculture and Rural Affairs for Crop Molecular Breeding, Food Crops InstituteHubei Academy of Agricultural SciencesWuhanChina
| | - Zhoukai Long
- Hubei Collaborative Innovation Centre for the industrialization of Major Grain Crops, College of AgricultureYangtze UniversityJingzhouChina
| | - Rong Wang
- Hubei Collaborative Innovation Centre for the industrialization of Major Grain Crops, College of AgricultureYangtze UniversityJingzhouChina
| | - Ying Guo
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement & Key Laboratory of Ministry of Agriculture and Rural Affairs for Crop Molecular Breeding, Food Crops InstituteHubei Academy of Agricultural SciencesWuhanChina
| | - Wenying Zhang
- Hubei Collaborative Innovation Centre for the industrialization of Major Grain Crops, College of AgricultureYangtze UniversityJingzhouChina
| | - Chunhai Jiao
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement & Key Laboratory of Ministry of Agriculture and Rural Affairs for Crop Molecular Breeding, Food Crops InstituteHubei Academy of Agricultural SciencesWuhanChina
| | - Chengdao Li
- Western Crop Genetics Alliance, Future Food Institute, Western Australian State Agricultural Biotechnology Centre, College of Science, Health, Engineering and EducationMurdoch UniversityMurdochWestern AustraliaAustralia
- Department of Primary Industries and Regional DevelopmentSouth PerthWestern AustraliaAustralia
| | - Yanhao Xu
- Hubei Key Laboratory of Food Crop Germplasm and Genetic Improvement & Key Laboratory of Ministry of Agriculture and Rural Affairs for Crop Molecular Breeding, Food Crops InstituteHubei Academy of Agricultural SciencesWuhanChina
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Plestenjak E, Meglič V, Sinkovič L, Pipan B. Factors Influencing the Emergence of Heterogeneous Populations of Common Bean ( Phaseolus vulgaris L.) and Their Potential for Intercropping. PLANTS (BASEL, SWITZERLAND) 2024; 13:1112. [PMID: 38674521 PMCID: PMC11055032 DOI: 10.3390/plants13081112] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/19/2024] [Revised: 04/12/2024] [Accepted: 04/13/2024] [Indexed: 04/28/2024]
Abstract
The common bean is an important legume valued for its protein-rich seeds and its ability to fix nitrogen, making it a key element of crop rotation. In conventional agriculture, the emphasis is on uniformity and genetic purity to optimize crop performance and maximize yields. This is due to both the legal obligations to register varieties and the challenges of implementing breeding programs to create genetically diverse varieties. This paper focuses on the factors that influence the occurrence of heterogeneous common bean populations. The main factors contributing to this diversity have been described, including local adaptations, variable weather conditions, different pollinator species, and intricate interactions between genes controlling seed coat colour. We also discuss the benefits of intercropping common beans for organic farming systems, highlighting the improvement in resistance to diseases, and adverse environmental conditions. This paper contributes to a better understanding of common bean seed heterogeneity and the legal obligation to use heterogeneous populations.
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Affiliation(s)
- Eva Plestenjak
- Crop Science Department, Agricultural Institute of Slovenia, Hacquetova Ulica 17, 1000 Ljubljana, Slovenia; (V.M.); (L.S.); (B.P.)
- Biotechnical Faculty, University of Ljubljana, Jamnikarjeva 101, 1001 Ljubljana, Slovenia
| | - Vladimir Meglič
- Crop Science Department, Agricultural Institute of Slovenia, Hacquetova Ulica 17, 1000 Ljubljana, Slovenia; (V.M.); (L.S.); (B.P.)
| | - Lovro Sinkovič
- Crop Science Department, Agricultural Institute of Slovenia, Hacquetova Ulica 17, 1000 Ljubljana, Slovenia; (V.M.); (L.S.); (B.P.)
| | - Barbara Pipan
- Crop Science Department, Agricultural Institute of Slovenia, Hacquetova Ulica 17, 1000 Ljubljana, Slovenia; (V.M.); (L.S.); (B.P.)
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Izquierdo P, Sadohara R, Wiesinger J, Glahn R, Urrea C, Cichy K. Genome-wide association and genomic prediction for iron and zinc concentration and iron bioavailability in a collection of yellow dry beans. Front Genet 2024; 15:1330361. [PMID: 38380426 PMCID: PMC10876999 DOI: 10.3389/fgene.2024.1330361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 01/03/2024] [Indexed: 02/22/2024] Open
Abstract
Dry bean is a nutrient-dense food targeted in biofortification programs to increase seed iron and zinc levels. The underlying assumption of breeding for higher mineral content is that enhanced iron and zinc levels will deliver health benefits to the consumers of these biofortified foods. This study characterized a diversity panel of 275 genotypes comprising the Yellow Bean Collection (YBC) for seed Fe and Zn concentration, Fe bioavailability (FeBio), and seed yield across 2 years in two field locations. The genetic architecture of each trait was elucidated via genome-wide association studies (GWAS) and the efficacy of genomic prediction (GP) was assessed. Moreover, 82 yellow breeding lines were evaluated for seed Fe and Zn concentrations as well as seed yield, serving as a prediction set for GP models. Large phenotypic variability was identified in all traits evaluated, and variations of up to 2.8 and 13.7-fold were observed for Fe concentration and FeBio, respectively. Prediction accuracies in the YBC ranged from a low of 0.12 for Fe concentration, to a high of 0.72 for FeBio, and an accuracy improvement of 0.03 was observed when a QTN, identified through GWAS, was used as a fixed effect for FeBio. This study provides evidence of the lack of correlation between FeBio estimated in vitro and Fe concentration and highlights the potential of GP in accurately predicting FeBio in yellow beans, offering a cost-effective alternative to the traditional assessment of using Caco2 cell methodologies.
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Affiliation(s)
- Paulo Izquierdo
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Rie Sadohara
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
| | - Jason Wiesinger
- USDA-ARS, Robert W. Holley Center for Agriculture and Health, Ithaca, NY, United States
| | - Raymond Glahn
- USDA-ARS, Robert W. Holley Center for Agriculture and Health, Ithaca, NY, United States
| | - Carlos Urrea
- Department of Agronomy and Horticulture, Panhandle Research and Extension Center, University of Nebraska-Lincoln, Scottsbluff, NE, United States
| | - Karen Cichy
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, United States
- USDA-ARS, Sugarbeet and Bean Research Unit, East Lansing, MI, United States
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Celebioglu B, Hart JP, Porch T, Griffiths P, Myers JR. Genome-Wide Association Study to Identify Possible Candidate Genes of Snap Bean Leaf and Pod Color. Genes (Basel) 2023; 14:2234. [PMID: 38137056 PMCID: PMC10742591 DOI: 10.3390/genes14122234] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2023] [Revised: 12/11/2023] [Accepted: 12/14/2023] [Indexed: 12/24/2023] Open
Abstract
Color can be an indicator of plant health, quality, and productivity, and is useful to researchers to understand plant nutritional content in their studies. Color may be related to chlorophyll content and photosynthetic activity and provides information for those studying diseases and mineral nutrition because every nutrient deficiency and many diseases produce symptoms that affect color. In order to identify significant loci related to both leaf and pod color in a snap bean (Phaseolus vulgaris L.) diversity panel, a genome-wide association study (GWAS) was carried out. Leaf color in one and pod traits in multiple environments were characterized using a colorimeter. L*a*b* color data were recorded and used to calculate chroma (C*) and hue angle (H°). Leaves were evaluated at three positions (lower, middle, and upper) in the canopy and both pod exterior and interior colors were obtained. GWAS was conducted using two reference genomes that represent the Andean (G19833) and Middle American (5-593) domestication centers. Narrow sense heritabilities were calculated using the mixed linear model (MLM) method in genome association and prediction integrated tool (GAPIT), and significant single nucleotide polymorphisms (SNPs) for each color parameter were obtained using the Bayesian-information and linkage-disequilibrium iteratively nested keyway (BLINK) GWAS model with two principal components (PCAs). In comparison to pod color traits, narrow sense heritabilities of leaf traits were low and similar for both reference genomes. Generally, narrow sense heritability for all traits was highest in the lower, followed by middle, and then upper leaf positions. Heritability for both pod interior and exterior color traits was higher using the G19833 reference genome compared to 5-593 when evaluated by year and means across years. Forty-five significant SNPs associated with leaf traits and 872 associated with pods, totaling 917 significant SNPs were identified. Only one SNP was found in common for both leaf and pod traits on Pv03 in the 5-593 reference genome. One-hundred thirteen significant SNPs, 30 in leaves and 83 in pods had phenotypic variation explained (PVE) of 10% or greater. Fourteen SNPs (four from G19833 and ten from 5-593) with ≥10 PVE%, large SNP effect, and largest p-value for L* and H° pod exterior was identified on Pv01, Pv02, Pv03, and Pv08. More SNPs were associated with pod traits than with leaf traits. The pod interior did not exhibit colors produced by anthocyanins or flavonols which allowed the differentiation of potential candidate genes associated with chloroplast and photosynthetic activity compared to the pod exterior where candidate genes related to both flavonoids and photosynthesis affected color. Several SNPs were associated with known qualitative genes including the wax pod locus (y), persistent color (pc), purple pods (V), and two genes expressed in seeds but not previously reported to affect other plant tissues (B and J). An evaluation of significant SNPs within annotated genes found a number, within a 200 kb window, involved in both flavonoid and photosynthetic biosynthetic pathways.
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Affiliation(s)
- Burcu Celebioglu
- Department of Horticulture, Oregon State University, 4017 Ag & Life Science Bldg., Corvallis, OR 97331, USA;
| | - John P. Hart
- USDA-ARS, Tropical Agriculture Research Station (TARS), 2200 P. A. Campos Ave., Suite 201, Mayagüez, PR 00680, USA; (J.P.H.); (T.P.)
| | - Timothy Porch
- USDA-ARS, Tropical Agriculture Research Station (TARS), 2200 P. A. Campos Ave., Suite 201, Mayagüez, PR 00680, USA; (J.P.H.); (T.P.)
| | - Phillip Griffiths
- School of Integrated Plant Sciences, Horticulture Section, Cornell Agritech, 635 W. North St., Geneva, NY 14456, USA;
| | - James R. Myers
- Department of Horticulture, Oregon State University, 4017 Ag & Life Science Bldg., Corvallis, OR 97331, USA;
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Bornowski N, Hart JP, Palacios AV, Ogg B, Brick MA, Hamilton JP, Beaver JS, Buell CR, Porch T. Genetic variation in a tepary bean (Phaseolus acutifolius A. Gray) diversity panel reveals loci associated with biotic stress resistance. THE PLANT GENOME 2023; 16:e20363. [PMID: 37332263 DOI: 10.1002/tpg2.20363] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 05/21/2023] [Accepted: 05/26/2023] [Indexed: 06/20/2023]
Abstract
Tepary bean (Phaseolus acutifolius A. Gray), indigenous to the arid climates of northern Mexico and the Southwest United States, diverged from common bean (Phaseolus vulgaris L.), approximately 2 million years ago and exhibits a wide range of resistance to biotic stressors. The tepary genome is highly syntenic to the common bean genome providing a foundation for discovery and breeding of agronomic traits between these two crop species. Although a limited number of adaptive traits from tepary bean have been introgressed into common bean, hybridization barriers between these two species required the development of bridging lines to alleviate this barrier. Thus, to fully utilize the extant tepary bean germplasm as both a crop and as a donor of adaptive traits, we developed a diversity panel of 422 cultivated, weedy, and wild tepary bean accessions which were then genotyped and phenotyped to enable population genetic analyses and genome-wide association studies for their response to a range of biotic stressors. Population structure analyses of the panel revealed eight subpopulations and the differentiation of botanical varieties within P. acutifolius. Genome-wide association studies revealed loci and candidate genes underlying biotic stress resistance including quantitative trait loci for resistance to weevils, common bacterial blight, Fusarium wilt, and bean common mosaic necrosis virus that can be harnessed not only for tepary bean but also common bean improvement.
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Affiliation(s)
- Nolan Bornowski
- Department of Plant Biology, Michigan State University, East Lansing, Michigan, USA
| | - John P Hart
- USD-ARS-Tropical Agriculture Research Station, Mayagüez, Puerto Rico, USA
| | | | - Barry Ogg
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, Colorado, USA
| | - Mark A Brick
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, Colorado, USA
| | - John P Hamilton
- Department of Plant Biology, Michigan State University, East Lansing, Michigan, USA
- Department of Crop & Soil Sciences, University of Georgia, Athens, Georgia, USA
- Center for Applied Genetic Technologies, University of Georgia, Athens, Georgia, USA
| | - James S Beaver
- Department of Agro-Environmental Sciences, University of Puerto Rico, Mayagüez, Puerto Rico, USA
| | - C Robin Buell
- Department of Plant Biology, Michigan State University, East Lansing, Michigan, USA
- Department of Crop & Soil Sciences, University of Georgia, Athens, Georgia, USA
- Center for Applied Genetic Technologies, University of Georgia, Athens, Georgia, USA
- Institute of Plant Breeding, Genetics and Genomics, University of Georgia, Athens, Georgia, USA
| | - Timothy Porch
- USD-ARS-Tropical Agriculture Research Station, Mayagüez, Puerto Rico, USA
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Song J, Xu R, Guo Q, Wu C, Li Y, Wang X, Wang J, Qiu LJ. An omics strategy increasingly improves the discovery of genetic loci and genes for seed-coat color formation in soybean. MOLECULAR BREEDING : NEW STRATEGIES IN PLANT IMPROVEMENT 2023; 43:71. [PMID: 37663546 PMCID: PMC10471558 DOI: 10.1007/s11032-023-01414-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/01/2023] [Accepted: 08/13/2023] [Indexed: 09/05/2023]
Abstract
The phenotypic color of seeds is a complex agronomic trait and has economic and biological significance. The genetic control and molecular regulation mechanisms have been extensively studied. Here, we used a multi-omics strategy to explore the color formation in soybean seeds at a big data scale. We identified 13 large quantitative trait loci (QTL) for color with bulk segregating analysis in recombinant inbreeding lines. GWAS analysis of colors and decomposed attributes in 763 germplasms revealed associated SNP sites perfectly falling in five major QTL, suggesting inherited regulation on color during natural selection. Further transcriptomics analysis before and after color accumulation revealed 182 differentially expression genes (DEGs) in the five QTL, including known genes CHS, MYB, and F3'H involved in pigment accumulation. More DEGs with consistently upregulation or downregulation were identified as shared regulatory genes for two or more color formations while some DEGs were only for a specific color formation. For example, five upregulated DEGs in QTL qSC-3 were in flavonoid biosynthesis responsible for black and brown seed. The DEG (Glyma.08G085400) was identified in the purple seed only, which encodes gibberellin 2-beta-dioxygenase in the metabolism of colorful terpenoids. The candidate genes are involved in flavonoid biosynthesis, transcription factor regulation, gibberellin and terpenoid metabolism, photosynthesis, ascorbate and aldarate metabolism, and lipid metabolism. Seven differentially expressed transcription factors were also speculated that may regulate color formation, including a known MYB. The finds expand QTL and gene candidates for color formation, which could guide to breed better cultivars with designed colors. Supplementary Information The online version contains supplementary material available at 10.1007/s11032-023-01414-z.
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Affiliation(s)
- Jian Song
- Yangtze University, Jingzhou, 434025 Hubei P.R. China
| | - Ruixin Xu
- Yangtze University, Jingzhou, 434025 Hubei P.R. China
| | - Qingyuan Guo
- Yangtze University, Jingzhou, 434025 Hubei P.R. China
| | - Caiyu Wu
- Yangtze University, Jingzhou, 434025 Hubei P.R. China
| | - Yinghui Li
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Laboratory of Crop Gene Resource and Germplasm Enhancement (MOA)/Key Laboratory of Soybean Biology (Beijing) (MOA), Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, 100081 China
| | - Xuewen Wang
- Department of Genetics, University of Georgia, Athens, GA 30602 USA
| | - Jun Wang
- Yangtze University, Jingzhou, 434025 Hubei P.R. China
| | - Li-Juan Qiu
- The National Key Facility for Crop Gene Resources and Genetic Improvement (NFCRI)/Key Laboratory of Crop Gene Resource and Germplasm Enhancement (MOA)/Key Laboratory of Soybean Biology (Beijing) (MOA), Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, 100081 China
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Oladzad A, Roy J, Mamidi S, Miklas PN, Lee R, Clevenger J, Myers Z, Korani W, McClean PE. Linked candidate genes of different functions for white mold resistance in common bean ( Phaseolus vulgaris L) are identified by multiple QTL mapping approaches. FRONTIERS IN PLANT SCIENCE 2023; 14:1233285. [PMID: 37583595 PMCID: PMC10425182 DOI: 10.3389/fpls.2023.1233285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/01/2023] [Accepted: 07/11/2023] [Indexed: 08/17/2023]
Abstract
White mold (WM) is a major disease in common bean (Phaseolus vulgaris L.), and its complex quantitative genetic control limits the development of WM resistant cultivars. WM2.2, one of the nine meta-QTL with a major effect on WM tolerance, explains up to 35% of the phenotypic variation and was previously mapped to a large genomic interval on Pv02. Our objective was to narrow the interval of this QTL using combined approach of classic QTL mapping and QTL-based bulk segregant analysis (BSA), and confirming those results with Khufu de novo QTL-seq. The phenotypic and genotypic data from two RIL populations, 'Raven'/I9365-31 (R31) and 'AN-37'/PS02-029C-20 (Z0726-9), were used to select resistant and susceptible lines to generate subpopulations for bulk DNA sequencing. The QTL physical interval was determined by considering overlapping interval of the identified QTL or peak region in both populations by three independent QTL mapping analyses. Our findings revealed that meta-QTL WM2.2 consists of three regions, WM2.2a (4.27-5.76 Mb; euchromatic), WM 2.2b (12.19 to 17.61 Mb; heterochromatic), and WM2.2c (23.01-25.74 Mb; heterochromatic) found in both populations. Gene models encoding for gibberellin 2-oxidase 8, pentatricopeptide repeat, and heat-shock proteins are the likely candidate genes associated with WM2.2a resistance. A TIR-NBS-LRR class of disease resistance protein (Phvul.002G09200) and LRR domain containing family proteins are potential candidate genes associated with WM2.2b resistance. Nine gene models encoding disease resistance protein [pathogenesis-related thaumatin superfamily protein and disease resistance-responsive (dirigent-like protein) family protein etc] found within the WM2.2c QTL interval are putative candidate genes. WM2.2a region is most likely associated with avoidance mechanisms while WM2.2b and WM2.2c regions trigger physiological resistance based on putative candidate genes.
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Affiliation(s)
- Atena Oladzad
- Genomics Data Scientist II, Sound Agriculture, Emeryville, CA, United States
| | - Jayanta Roy
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Sujan Mamidi
- Hudson Alpha Institute for Biotechnology, Huntsville, AL, United States
| | - Phillip N. Miklas
- Grain Legume Genetics and Physiology Research Unit, United States Department of Agriculture - Agricultural Research Service (USDA-ARS), Prosser, WA, United States
| | - Rian Lee
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Josh Clevenger
- Hudson Alpha Institute for Biotechnology, Huntsville, AL, United States
| | - Zachary Myers
- Hudson Alpha Institute for Biotechnology, Huntsville, AL, United States
| | - Walid Korani
- Hudson Alpha Institute for Biotechnology, Huntsville, AL, United States
| | - Phillip E. McClean
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
- Genomics, Phenomics, and Bioinformatics Program, North Dakota State University, Fargo, ND, United States
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Campa A, Rodríguez Madrera R, Jurado M, García-Fernández C, Suárez Valles B, Ferreira JJ. Genome-wide association study for the extractable phenolic profile and coat color of common bean seeds (Phaseolus vulgaris L.). BMC PLANT BIOLOGY 2023; 23:158. [PMID: 36959530 PMCID: PMC10035135 DOI: 10.1186/s12870-023-04177-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 03/17/2023] [Indexed: 06/18/2023]
Abstract
BACKGROUND A large variation in seed coat colors and seed phenolic metabolites is present in common bean (Phaseolus vulgaris L.). The study of the relationships between seed coat color phenotype and the phenolic profile is an important step in the elucidation of the gene network involved in the phenylpropanoid biosynthetic pathway. However, this relationship is still poorly understood in this species. RESULTS A genome-wide association study (GWAS) was used to investigate the genomic regions associated with the synthesis of 10 flavonoids (5 anthocyanins and 5 flavonols) and with 10 seed coat color traits using a set of 308 common bean lines of the Spanish Diversity Panel (SDP) which have been genotyped with 11,763 SNP markers.. A total of 31 significant SNP-trait associations (QTNs) were identified, grouped in 20 chromosome regions: 6 for phenolic metabolites on chromosomes Pv01, Pv02, Pv04, Pv08, and Pv09, 13 for seed coat color on chromosomes Pv01, Pv02, Pv06, Pv07, and Pv10, and 1 including both types of traits located on chromosome Pv08. In all, 58 candidate genes underlying these regions have been proposed, 31 of them previously described in the phenylpropanoid pathway in common bean, and 27 of them newly proposed in this work based on the association study and their homology with Arabidopsis anthocyanin genes. CONCLUSIONS Chromosome Pv08 was identified as the main chromosome involved in the phenylpropanoid pathway and in consequence in the common bean seed pigmentation, with three independent chromosome regions identified, Phe/C_Pv08(2.7) (expanding from 2.71 to 4.04 Mbp), C_Pv08(5.8) (5.89-6.59 Mbp), and Phe_Pv08(62.5) (62.58 to 63.28 Mbp). Candidate genes previously proposed by other authors for the color genes V and P were validated in this GWAS. Candidate genes have been tentatively proposed from this study for color genes B and Rk on Pv02, Asp on Pv07, and complex C on Pv08. These results help to clarify the complex network of genes involved in the genetic control of phenolic compounds and seed color in common bean and provide the opportunity for future validation studies.
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Affiliation(s)
- Ana Campa
- Regional Service for Agrofood Research and Development (SERIDA), Ctra AS-267 PK 19, 33300, Villaviciosa, Asturias, Spain.
| | - Roberto Rodríguez Madrera
- Regional Service for Agrofood Research and Development (SERIDA), Ctra AS-267 PK 19, 33300, Villaviciosa, Asturias, Spain
| | - María Jurado
- Regional Service for Agrofood Research and Development (SERIDA), Ctra AS-267 PK 19, 33300, Villaviciosa, Asturias, Spain
| | - Carmen García-Fernández
- Regional Service for Agrofood Research and Development (SERIDA), Ctra AS-267 PK 19, 33300, Villaviciosa, Asturias, Spain
| | - Belén Suárez Valles
- Regional Service for Agrofood Research and Development (SERIDA), Ctra AS-267 PK 19, 33300, Villaviciosa, Asturias, Spain
| | - Juan José Ferreira
- Regional Service for Agrofood Research and Development (SERIDA), Ctra AS-267 PK 19, 33300, Villaviciosa, Asturias, Spain
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Huertas R, Karpinska B, Ngala S, Mkandawire B, Maling'a J, Wajenkeche E, Kimani PM, Boesch C, Stewart D, Hancock RD, Foyer CH. Biofortification of common bean ( Phaseolus vulgaris L.) with iron and zinc: Achievements and challenges. Food Energy Secur 2023; 12:e406. [PMID: 38440694 PMCID: PMC10909572 DOI: 10.1002/fes3.406] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Revised: 06/01/2022] [Accepted: 06/08/2022] [Indexed: 03/06/2024] Open
Abstract
Micronutrient deficiencies (hidden hunger), particularly in iron (Fe) and zinc (Zn), remain one of the most serious public health challenges, affecting more than three billion people globally. A number of strategies are used to ameliorate the problem of micronutrient deficiencies and to improve the nutritional profile of food products. These include (i) dietary diversification, (ii) industrial food fortification and supplements, (iii) agronomic approaches including soil mineral fertilisation, bioinoculants and crop rotations, and (iv) biofortification through the implementation of biotechnology including gene editing and plant breeding. These efforts must consider the dietary patterns and culinary preferences of the consumer and stakeholder acceptance of new biofortified varieties. Deficiencies in Zn and Fe are often linked to the poor nutritional status of agricultural soils, resulting in low amounts and/or poor availability of these nutrients in staple food crops such as common bean. This review describes the genes and processes associated with Fe and Zn accumulation in common bean, a significant food source in Africa that plays an important role in nutritional security. We discuss the conventional plant breeding, transgenic and gene editing approaches that are being deployed to improve Fe and Zn accumulation in beans. We also consider the requirements of successful bean biofortification programmes, highlighting gaps in current knowledge, possible solutions and future perspectives.
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Affiliation(s)
- Raul Huertas
- Environmental and Biochemical SciencesThe James Hutton InstituteDundeeUK
| | - Barbara Karpinska
- School of Biosciences, College of Life and Environmental SciencesUniversity of BirminghamEdgbastonUK
| | - Sophia Ngala
- Department of Plant Science and Crop Protection, College of Agriculture and Veterinary SciencesUniversity of NairobiNairobiKenya
| | - Bertha Mkandawire
- The Food, Agriculture and Natural Resources Policy Analysis Network (FANRPAN)PretoriaSouth Africa
| | - Joyce Maling'a
- Kenya Agriculture and Livestock Research Organization (KALRO)Food Crops Research InstituteKitaleKenya
| | - Elizabeth Wajenkeche
- Kenya Agriculture and Livestock Research Organization (KALRO)Food Crops Research InstituteKitaleKenya
| | - Paul M. Kimani
- Department of Plant Science and Crop Protection, College of Agriculture and Veterinary SciencesUniversity of NairobiNairobiKenya
| | | | - Derek Stewart
- Environmental and Biochemical SciencesThe James Hutton InstituteDundeeUK
- School of Engineering and Physical SciencesHeriot‐Watt UniversityEdinburghUK
| | | | - Christine H. Foyer
- School of Biosciences, College of Life and Environmental SciencesUniversity of BirminghamEdgbastonUK
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10
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Zhang H, Mascher M, Abbo S, Jayakodi M. Advancing Grain Legumes Domestication and Evolution Studies with Genomics. PLANT & CELL PHYSIOLOGY 2022; 63:1540-1553. [PMID: 35534441 PMCID: PMC9680859 DOI: 10.1093/pcp/pcac062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 05/03/2022] [Accepted: 05/09/2022] [Indexed: 06/14/2023]
Abstract
Grain legumes were domesticated in parallel with cereals in several regions of the world and formed the economic basis of early farming cultures. Since then, legumes have played a vital role in human and animal diets and in fostering agrobiodiversity. Increasing grain legume cultivation will be crucial to safeguard nutritional security and the resilience of agricultural ecosystems across the globe. A better understanding of the molecular underpinnings of domestication and crop evolution of grain legumes may be translated into practical approaches in modern breeding programs to stabilize yield, which is threatened by evolving pathogens and changing climates. During recent decades, domestication research in all crops has greatly benefited from the fast progress in genomic technologies. Yet still, many questions surrounding the domestication and diversification of legumes remain unanswered. In this review, we assess the potential of genomic approaches in grain legume research. We describe the centers of origin and the crucial domestication traits of grain legumes. In addition, we survey the effect of domestication on both above-ground and below-ground traits that have economic importance. Finally, we discuss open questions in grain legume domestication and diversification and outline how to bridge the gap between the preservation of historic crop diversity and their utilization in modern plant breeding.
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Affiliation(s)
- Hailin Zhang
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstraße 3, Gatersleben, Seeland 06466, Germany
| | - Martin Mascher
- Leibniz Institute of Plant Genetics and Crop Plant Research (IPK), Corrensstraße 3, Gatersleben, Seeland 06466, Germany
- German Centre for Integrative Biodiversity Research (iDiv) Halle-Jena-Leipzig, Puschstraße 4, Leipzig 04103, Germany
| | - Shahal Abbo
- The Levi Eshkol School of Agriculture, The Hebrew University of Jerusalem, POB 12, Rehovot 7610001, Israel
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11
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Bohra A, Tiwari A, Kaur P, Ganie SA, Raza A, Roorkiwal M, Mir RR, Fernie AR, Smýkal P, Varshney RK. The Key to the Future Lies in the Past: Insights from Grain Legume Domestication and Improvement Should Inform Future Breeding Strategies. PLANT & CELL PHYSIOLOGY 2022; 63:1554-1572. [PMID: 35713290 PMCID: PMC9680861 DOI: 10.1093/pcp/pcac086] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/07/2022] [Revised: 06/09/2022] [Accepted: 06/15/2022] [Indexed: 05/11/2023]
Abstract
Crop domestication is a co-evolutionary process that has rendered plants and animals significantly dependent on human interventions for survival and propagation. Grain legumes have played an important role in the development of Neolithic agriculture some 12,000 years ago. Despite being early companions of cereals in the origin and evolution of agriculture, the understanding of grain legume domestication has lagged behind that of cereals. Adapting plants for human use has resulted in distinct morpho-physiological changes between the wild ancestors and domesticates, and this distinction has been the focus of several studies aimed at understanding the domestication process and the genetic diversity bottlenecks created. Growing evidence from research on archeological remains, combined with genetic analysis and the geographical distribution of wild forms, has improved the resolution of the process of domestication, diversification and crop improvement. In this review, we summarize the significance of legume wild relatives as reservoirs of novel genetic variation for crop breeding programs. We describe key legume features, which evolved in response to anthropogenic activities. Here, we highlight how whole genome sequencing and incorporation of omics-level data have expanded our capacity to monitor the genetic changes accompanying these processes. Finally, we present our perspective on alternative routes centered on de novo domestication and re-domestication to impart significant agronomic advances of novel crops over existing commodities. A finely resolved domestication history of grain legumes will uncover future breeding targets to develop modern cultivars enriched with alleles that improve yield, quality and stress tolerance.
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Affiliation(s)
- Abhishek Bohra
- State Agricultural Biotechnology Centre, Centre for Crop and Food Innovation, Food Futures Institute, Murdoch University, 90 South Street, Murdoch, WA 6150, Australia
| | - Abha Tiwari
- Crop Improvement Division, ICAR-Indian Institute of Pulses Research (ICAR-IIPR), Kalyanpur, Kanpur 208024, India
| | - Parwinder Kaur
- UWA School of Agriculture and Environment, The University of Western Australia, 35 Stirling Hwy, Crawley, WA 6009, Australia
| | - Showkat Ahmad Ganie
- Department of Biotechnology, Visva-Bharati, Santiniketan, Santiniketan Road, Bolpur 731235, India
| | - Ali Raza
- Key Laboratory of Ministry of Education for Genetics, Breeding and Multiple Utilization of Crops, Center of Legume Crop Genetics and Systems Biology/College of Agriculture, Oil Crops Research Institute, Fujian Agriculture and Forestry University (FAFU), Fuzhou 350002, China
| | - Manish Roorkiwal
- Khalifa Center for Genetic Engineering and Biotechnology (KCGEB), UAE University, Sheik Khalifa Bin Zayed Street, Al Ain, Abu Dhabi 15551, UAE
| | - Reyazul Rouf Mir
- Division of Genetics & Plant Breeding, Faculty of Agriculture, SKUAST, Shalimar, Srinagar 190025, India
| | - Alisdair R Fernie
- Department of Molecular Physiology, Max-Planck-Institute of Molecular Plant Physiology, Am Mühlenberg 1, Potsdam-Golm 14476, Germany
| | - Petr Smýkal
- Department of Botany, Faculty of Sciences, Palacky University, Křížkovského 511/8, Olomouc 78371, Czech Republic
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12
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Giordani W, Gama HC, Chiorato AF, Garcia AAF, Vieira MLC. Genome-wide association studies dissect the genetic architecture of seed shape and size in common bean. G3 (BETHESDA, MD.) 2022; 12:jkac048. [PMID: 35218340 PMCID: PMC8982408 DOI: 10.1093/g3journal/jkac048] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/08/2021] [Accepted: 02/14/2022] [Indexed: 06/14/2023]
Abstract
Seed weight and size are important yield components. Thus, selecting for large seeds has been a key objective in crop domestication and breeding. In common bean, seed shape is also important since it influences industrial processing and plays a vital role in determining the choices of consumers and farmers. In this study, we performed genome-wide association studies on a core collection of common bean accessions to dissect the genetic architecture and identify genomic regions associated with seed morphological traits related to weight, size, and shape. Phenotypic data were collected by high-throughput image-based approaches, and utilized to test associations with 10,362 single-nucleotide polymorphism markers using multilocus mixed models. We searched within genome-associated regions for candidate genes putatively involved in seed phenotypic variation. The collection exhibited high variability for the entire set of seed traits, and the Andean gene pool was found to produce larger, heavier seeds than the Mesoamerican gene pool. Strong pairwise correlations were verified for most seed traits. Genome-wide association studies identified marker-trait associations accounting for a considerable amount of phenotypic variation in length, width, projected area, perimeter, and circularity in 4 distinct genomic regions. Promising candidate genes were identified, e.g. those encoding an AT-hook motif nuclear-localized protein 8, type 2C protein phosphatases, and a protein Mei2-like 4 isoform, known to be associated with seed size and weight regulation. Moreover, the genes that were pinpointed are also good candidates for functional analysis to validate their influence on seed shape and size in common bean and other related crops.
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Affiliation(s)
- Willian Giordani
- Department of Genetics, ‘Luiz de Queiroz’ College of Agriculture, University of São Paulo, Piracicaba, SP 13418-900, Brazil
| | - Henrique Castro Gama
- Department of Genetics, ‘Luiz de Queiroz’ College of Agriculture, University of São Paulo, Piracicaba, SP 13418-900, Brazil
| | | | - Antonio Augusto Franco Garcia
- Department of Genetics, ‘Luiz de Queiroz’ College of Agriculture, University of São Paulo, Piracicaba, SP 13418-900, Brazil
| | - Maria Lucia Carneiro Vieira
- Department of Genetics, ‘Luiz de Queiroz’ College of Agriculture, University of São Paulo, Piracicaba, SP 13418-900, Brazil
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13
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McClean PE, Lee R, Howe K, Osborne C, Grimwood J, Levy S, Haugrud AP, Plott C, Robinson M, Skiba RM, Tanha T, Zamani M, Thannhauser TW, Glahn RP, Schmutz J, Osorno JM, Miklas PN. The Common Bean V Gene Encodes Flavonoid 3'5' Hydroxylase: A Major Mutational Target for Flavonoid Diversity in Angiosperms. FRONTIERS IN PLANT SCIENCE 2022; 13:869582. [PMID: 35432409 PMCID: PMC9009181 DOI: 10.3389/fpls.2022.869582] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 02/04/2022] [Accepted: 03/15/2022] [Indexed: 06/14/2023]
Abstract
The classic V (violet, purple) gene of common bean (Phaseolus vulgaris) functions in a complex genetic network that controls seed coat and flower color and flavonoid content. V was cloned to understand its role in the network and the evolution of its orthologs in the Viridiplantae. V mapped genetically to a narrow interval on chromosome Pv06. A candidate gene was selected based on flavonoid analysis and confirmed by recombinational mapping. Protein and domain modeling determined V encodes flavonoid 3'5' hydroxylase (F3'5'H), a P450 enzyme required for the expression of dihydromyricetin-derived flavonoids in the flavonoid pathway. Eight recessive haplotypes, defined by mutations of key functional domains required for P450 activities, evolved independently in the two bean gene pools from a common ancestral gene. V homologs were identified in Viridiplantae orders by functional domain searches. A phylogenetic analysis determined F3'5'H first appeared in the Streptophyta and is present in only 41% of Angiosperm reference genomes. The evolutionarily related flavonoid pathway gene flavonoid 3' hydroxylase (F3'H) is found nearly universally in all Angiosperms. F3'H may be conserved because of its role in abiotic stress, while F3'5'H evolved as a major target gene for the evolution of flower and seed coat color in plants.
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Affiliation(s)
- Phillip E. McClean
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
- Genomics, Phenomics, and Bioinformatic Program, North Dakota State University, Fargo, ND, United States
| | - Rian Lee
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Kevin Howe
- USDA-ARS, Robert W. Holley Center for Agriculture and Health, Cornell University, Ithaca, NY, United States
| | - Caroline Osborne
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Jane Grimwood
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Shawn Levy
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Amanda Peters Haugrud
- Genomics, Phenomics, and Bioinformatic Program, North Dakota State University, Fargo, ND, United States
| | - Chris Plott
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Melanie Robinson
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Ryan M. Skiba
- Genomics, Phenomics, and Bioinformatic Program, North Dakota State University, Fargo, ND, United States
| | - Tabassum Tanha
- Genomics, Phenomics, and Bioinformatic Program, North Dakota State University, Fargo, ND, United States
| | - Mariam Zamani
- Genomics, Phenomics, and Bioinformatic Program, North Dakota State University, Fargo, ND, United States
| | - Theodore W. Thannhauser
- USDA-ARS, Robert W. Holley Center for Agriculture and Health, Cornell University, Ithaca, NY, United States
| | - Raymond P. Glahn
- USDA-ARS, Robert W. Holley Center for Agriculture and Health, Cornell University, Ithaca, NY, United States
| | - Jeremy Schmutz
- Genome Sequencing Center, HudsonAlpha Institute for Biotechnology, Huntsville, AL, United States
| | - Juan M. Osorno
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Phillip N. Miklas
- USDA-ARS, Grain Legumes Genetics and Physiology Research Unit, Prosser, WA, United States
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14
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Sadohara R, Long Y, Izquierdo P, Urrea CA, Morris D, Cichy K. Seed coat color genetics and genotype × environment effects in yellow beans via machine-learning and genome-wide association. THE PLANT GENOME 2022; 15:e20173. [PMID: 34817119 DOI: 10.1002/tpg2.20173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Accepted: 09/22/2021] [Indexed: 06/13/2023]
Abstract
Common bean (Phaseolus vulgaris L.) is consumed worldwide, with strong regional preferences for seed appearance characteristics. Colors of the seed coat, hilum ring, and corona are all important, along with susceptibility to postharvest darkening, which decreases seed value. This study aimed to characterize a collection of 295 yellow bean genotypes for seed appearance and postharvest darkening, evaluate genotype × environment (G × E) effects and map those traits via genome-wide association analysis. Yellow bean germplasm were grown for 2 yr in Michigan and Nebraska and seed were evaluated for L*a*b* color values, postharvest darkening, and hilum ring and corona colors. A model to exclude the hilum ring and corona of the seeds, black background, and light reflection was developed by using machine learning, allowing for targeted and efficient L*a*b* value extraction from the seed coat. The G × E effects were significant for the color values, and Michigan-grown seeds were darker than Nebraska-grown seeds. Single-nucleotide polymorphisms (SNPs) were associated with L* and hilum ring color on Pv10 near the J gene involved in mature seed coat color and hilum ring color. A SNP on Pv07 associated with L*, a*, postharvest darkening, and hilum ring and corona colors was near the P gene, the ground factor gene for seed coat color expression. The machine-learning-aided model used to extract color values from the seed coat, the wide variability in seed morphology traits, and the associated SNPs provide tools for future breeding and research efforts to meet consumers' expectations for bean seed appearance.
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Affiliation(s)
- Rie Sadohara
- Dep. of Plant, Soil and Microbial Sciences, Michigan State Univ., 1066 Bogue St., East Lansing, MI, 48824, USA
| | - Yunfei Long
- Dep. of Electrical and Computer Engineering, Michigan State Univ., 428 S Shaw Ln., East Lansing, MI, 48824, USA
| | - Paulo Izquierdo
- Dep. of Plant, Soil and Microbial Sciences, Michigan State Univ., 1066 Bogue St., East Lansing, MI, 48824, USA
| | - Carlos A Urrea
- Panhandle Research & Extension Center, Univ. of Nebraska, 4502 Ave. I, Scottsbluff, NE, 69361, USA
| | - Daniel Morris
- Dep. of Electrical and Computer Engineering, Michigan State Univ., 428 S Shaw Ln., East Lansing, MI, 48824, USA
| | - Karen Cichy
- Dep. of Plant, Soil and Microbial Sciences, Michigan State Univ., 1066 Bogue St., East Lansing, MI, 48824, USA
- USDA-ARS, Sugarbeet and Bean Research Unit, 1066 Bogue St., East Lansing, MI, 48824, USA
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15
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García-Fernández C, Campa A, Ferreira JJ. Dissecting the genetic control of seed coat color in a RIL population of common bean (Phaseolus vulgaris L.). TAG. THEORETICAL AND APPLIED GENETICS. THEORETISCHE UND ANGEWANDTE GENETIK 2021; 134:3687-3698. [PMID: 34328529 DOI: 10.1007/s00122-021-03922-y] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/06/2021] [Accepted: 07/20/2021] [Indexed: 06/13/2023]
Abstract
Three genes associated with the seed coat color in a TU/Musica RIL population were located on a genetic map, and two candidate genes proposed to control black seed coat in the TU genotype were characterized. Seed coat color is an important characteristic of common bean (Phaseolus vulgaris L.) associated with the marketability of dry bean cultivars, quality and nutritional characteristics of seed, as well as response to pathogens. In this study, the genetic control of seed coat color in a recombinant inbred line population (175 lines) obtained from the cross 'TU' × 'Musica' was investigated. Phenotypic segregation fitted 1:1 for white vs. nonwhite, and 3:1 for brown versus black, indicating the involvement of three independent genes, one controlling white color and two (with epistatic interaction) controlling black color. Using a genetic map built with 842 SNPs, the gene responsible for the white seed coat was mapped on the linkage group Pv07, in the position previously described for the P gene. For the black seed coat phenotype, two genes were mapped to the beginning of chromosomes Pv06 and Pv08, in the positions estimated for the V gene and the complex C locus, respectively, by classical studies. The involvement of these two genomic regions was verified through two crosses between three selected RILs exhibiting complementary and dominant inheritance, in which the TU alleles for both genes resulted in a black phenotype. Two genes involved in the anthocyanin biosynthesis pathway were proposed as candidate genes: Phvul.006G018800 encoding a flavonoid 3'5'hydroxylase and Phvul.008G038400 encoding MYB113 transcription factor. These findings add knowledge to the complex network of genes controlling seed coat color in common bean as well as providing genetic markers to be used in future genetic analysis or plant breeding.
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Affiliation(s)
- Carmen García-Fernández
- Plant Genetic Group, Regional Service for Agrofood Research and Development (SERIDA), 33300, Villaviciosa, Asturias, Spain.
| | - Ana Campa
- Plant Genetic Group, Regional Service for Agrofood Research and Development (SERIDA), 33300, Villaviciosa, Asturias, Spain
| | - Juan Jose Ferreira
- Plant Genetic Group, Regional Service for Agrofood Research and Development (SERIDA), 33300, Villaviciosa, Asturias, Spain
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16
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Arriagada O, Schwember AR, Greve MJ, Urban MO, Cabeza RA, Carrasco B. Morphological and Molecular Characterization of Selected Chilean Runner Bean ( Phaseolus coccineus L.) Genotypes Shows Moderate Agronomic and Genetic Variability. PLANTS (BASEL, SWITZERLAND) 2021; 10:1688. [PMID: 34451733 PMCID: PMC8400864 DOI: 10.3390/plants10081688] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/23/2021] [Revised: 08/09/2021] [Accepted: 08/11/2021] [Indexed: 12/02/2022]
Abstract
The runner bean is the third most economically important Phaseolus species, which is cultivated on small-scale agriculture for the production of immature pods or to obtain dry seeds. However, despite the economic importance and agronomic potential of this species, the runner bean has been little studied from the genetic standpoint. Therefore, the main objective of this study was to characterize ten selected lines of runner bean obtained from Central (Santiago) and Southern (Valdivia and Villarica) Chile based on morphological and agronomic traits. In addition, the genetic variability of these lines was determined using 12 Inter-Simple Sequence Repeat (ISSR) markers to evaluate the potential of this germplasm for breeding and commercial purposes. As a result, the lines from Central Chile were characterized, and had a higher number of pods per plant compared to the Southern lines, although the size and weight of their seeds were lower. Moreover, a low level of genetic diversity (He = 0.251) was encountered in this population. Finally, this is one of the first studies that generate relevant and novel information on the morphological, agronomic and genetic characterization of the P. coccineus germplasm present in Chile.
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Affiliation(s)
- Osvin Arriagada
- Departamento de Ciencias Vegetales, Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile; (O.A.); (A.R.S.); (M.J.G.)
| | - Andrés R. Schwember
- Departamento de Ciencias Vegetales, Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile; (O.A.); (A.R.S.); (M.J.G.)
| | - María Jesús Greve
- Departamento de Ciencias Vegetales, Facultad de Agronomía e Ingeniería Forestal, Pontificia Universidad Católica de Chile, Santiago 7820436, Chile; (O.A.); (A.R.S.); (M.J.G.)
| | - Milan O. Urban
- Bean Physiology Team, International Center for Tropical Agriculture (CIAT), Cali 763537, Colombia;
| | - Ricardo A. Cabeza
- Departamento de Producción Agrícola, Facultad de Ciencias Agrarias, Universidad de Talca, Talca 3460000, Chile;
| | - Basilio Carrasco
- Scientific Director at Centro de Estudios en Alimentos Procesados (CEAP), Av. Lircay s/n, Talca 3460000, Chile
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17
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de Carvalho Paulino JF, de Almeida CP, Song Q, Carbonell SAM, Chiorato AF, Benchimol-Reis LL. Genetic diversity and inter-gene pool introgression of Mesoamerican Diversity Panel in common beans. J Appl Genet 2021; 62:585-600. [PMID: 34386968 DOI: 10.1007/s13353-021-00657-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 07/15/2021] [Accepted: 08/02/2021] [Indexed: 10/20/2022]
Abstract
Brazil is among the largest producers and consumers of common bean (Phaseolus vulgaris L.) and can be considered a secondary center of diversity for the species. The aim of this study was to estimate the genetic diversity, population structure, and relationships among 288 common bean accessions in an American Diversity Panel (ADP) genotyped with 4,042 high-quality single nucleotide polymorphisms (SNPs). The results showed inter-gene pool hybridization (hybrids) between the two main gene pools (i.e., Mesoamerican and Andean), based on principal component analysis (PCA), discriminant analysis of principal components (DAPC), and STRUCTURE analysis. The genetic diversity parameters showed that the Mesoamerican group has higher values of diversity and allelic richness in comparison with the Andean group. Considering the optimal clusters (K), clustering was performed according to the type of grain (i.e., market group), the institution of origin, the period of release, and agronomic traits. A new subset was selected and named the Mesoamerican Diversity Panel (MDP), with 205 Mesoamerican accessions. Analysis of molecular variance (AMOVA) showed low genetic variance between the two panels (i.e., ADP and MDP) with the highest percentage of the limited variance among accessions in each group. The ADP showed occurrence of high genetic differentiation between populations (i.e., Mesoamerican and Andean) and introgression between gene pools in hybrids based on a set of diagnostic SNPs. The MDP showed better linkage disequilibrium (LD) decay. The availability of genetic variation from inter-gene pool hybridizations presents a potential opportunity for breeders towards the development of superior common bean cultivars.
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Affiliation(s)
| | - Caléo Panhoca de Almeida
- Common Bean Genetic Group, Natural Center of Plant Genetics, Agronomic Institute (IAC), Campinas, SP, Brazil
| | - Qijian Song
- Soybean Genomics and Improvement Lab, USDA-ARS, Beltsville, MD, USA
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18
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de Almeida CP, Santos IL, de Carvalho Paulino JF, Barbosa CCF, Pereira CCA, Carvalho CRL, de Moraes Cunha Gonçalves G, Song Q, Carbonell SAM, Chiorato AF, Benchimol-Reis LL. Genome-wide association mapping reveals new loci associated with light-colored seed coat at harvest and slow darkening in carioca beans. BMC PLANT BIOLOGY 2021; 21:343. [PMID: 34284717 PMCID: PMC8290572 DOI: 10.1186/s12870-021-03122-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Accepted: 07/01/2021] [Indexed: 05/16/2023]
Abstract
BACKGROUND Common bean (Phaseolus vulgaris L.) is a legume whose grain can be stored for months, a common practice among Brazilian growers. Over time, seed coats become darker and harder to cook, traits that are undesirable to consumers, who associate darker-colored beans with greater age. Like commercial pinto and cranberry bean varieties, carioca beans that have darker seeds at harvest time and after storage are subject to decreased market values. RESULTS The goal of our study was to identify the genetic control associated with lightness of seed coat color at harvest (HL) and with tolerance to post-harvest seed coat darkening (PHD) by a genome-wide association study. For that purpose, a carioca diversity panel previously validated for association mapping studies was used with 138 genotypes and 1,516 high-quality SNPs. The panel was evaluated in two environments using a colorimeter and the CIELAB scale. Shelf storage for 30 days had the most expressive results and the L* (luminosity) parameter led to the greatest discrimination of genotypes. Three QTL were identified for HL, two on chromosome Pv04 and one on Pv10. Regarding PHD, results showed that genetic control differs for L* after 30 days and for the ΔL* (final L*-initial L*); only ΔL* was able to properly express the PHD trait. Four phenotypic classes were proposed, and five QTL were identified through six significant SNPs. CONCLUSIONS Lightness of seed coat color at harvest showed an oligogenic inheritance corroborated by moderate broad-sense heritability and high genotypic correlation among the experiments. Only three QTL were significant for this trait - two were mapped on Pv04 and one on Pv10. Considering the ΔL, six QTL were mapped on four different chromosomes for PHD. The same HL QTL at the beginning of Pv10 was also associated with ΔL* and could be used as a tool in marker-assisted selection. Several candidate genes were identified and may be useful to accelerate the genetic breeding process.
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Affiliation(s)
- Caléo Panhoca de Almeida
- Common Bean Genetic Group, Natural Center of Plant Genetics, Agronomic Institute (IAC), Campinas, SP Brazil
| | - Isabella Laporte Santos
- Common Bean Genetic Group, Natural Center of Plant Genetics, Agronomic Institute (IAC), Campinas, SP Brazil
| | | | - Caio Cesar Ferrari Barbosa
- Common Bean Genetic Group, Natural Center of Plant Genetics, Agronomic Institute (IAC), Campinas, SP Brazil
| | | | | | | | - Qijian Song
- USDA-ARSSoybean Genomics and Improvement Lab, Beltsville, MD USA
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19
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Wiesinger JA, Osorno JM, McClean PE, Hart JJ, Glahn RP. Faster cooking times and improved iron bioavailability are associated with the down regulation of procyanidin synthesis in slow-darkening pinto beans (Phaseolus vulgaris L.). J Funct Foods 2021. [DOI: 10.1016/j.jff.2021.104444] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
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20
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Moghaddam SM, Oladzad A, Koh C, Ramsay L, Hart JP, Mamidi S, Hoopes G, Sreedasyam A, Wiersma A, Zhao D, Grimwood J, Hamilton JP, Jenkins J, Vaillancourt B, Wood JC, Schmutz J, Kagale S, Porch T, Bett KE, Buell CR, McClean PE. The tepary bean genome provides insight into evolution and domestication under heat stress. Nat Commun 2021; 12:2638. [PMID: 33976152 PMCID: PMC8113540 DOI: 10.1038/s41467-021-22858-x] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2020] [Accepted: 01/07/2021] [Indexed: 02/03/2023] Open
Abstract
Tepary bean (Phaseolus acutifolis A. Gray), native to the Sonoran Desert, is highly adapted to heat and drought. It is a sister species of common bean (Phaseolus vulgaris L.), the most important legume protein source for direct human consumption, and whose production is threatened by climate change. Here, we report on the tepary genome including exploration of possible mechanisms for resilience to moderate heat stress and a reduced disease resistance gene repertoire, consistent with adaptation to arid and hot environments. Extensive collinearity and shared gene content among these Phaseolus species will facilitate engineering climate adaptation in common bean, a key food security crop, and accelerate tepary bean improvement.
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Affiliation(s)
- Samira Mafi Moghaddam
- grid.17088.360000 0001 2150 1785Department of Plant Biology, Michigan State University, East Lansing, MI USA ,grid.17088.360000 0001 2150 1785Plant Resilience Institute, Michigan State University, East Lansing, MI USA
| | - Atena Oladzad
- grid.261055.50000 0001 2293 4611Department of Plant Sciences and Genomics and Bioinformatics Program, North Dakota State University, Fargo, ND USA
| | - Chushin Koh
- grid.25152.310000 0001 2154 235XDepartment of Plant Sciences, University of Saskatchewan, Saskatoon, SK Canada ,grid.25152.310000 0001 2154 235XGlobal Institute for Food Security (GIFS), University of Saskatchewan, Saskatoon, SK Canada
| | - Larissa Ramsay
- grid.25152.310000 0001 2154 235XDepartment of Plant Sciences, University of Saskatchewan, Saskatoon, SK Canada
| | - John P. Hart
- USDA-ARS-Tropical Agriculture Research Station, Mayaguez, PR USA
| | - Sujan Mamidi
- grid.417691.c0000 0004 0408 3720HudsonAlpha Institute for Biotechnology, Huntsville, AL USA
| | - Genevieve Hoopes
- grid.17088.360000 0001 2150 1785Department of Plant Biology, Michigan State University, East Lansing, MI USA
| | - Avinash Sreedasyam
- grid.417691.c0000 0004 0408 3720HudsonAlpha Institute for Biotechnology, Huntsville, AL USA
| | - Andrew Wiersma
- grid.17088.360000 0001 2150 1785Department of Plant Biology, Michigan State University, East Lansing, MI USA ,grid.17088.360000 0001 2150 1785Plant Resilience Institute, Michigan State University, East Lansing, MI USA
| | - Dongyan Zhao
- grid.17088.360000 0001 2150 1785Department of Plant Biology, Michigan State University, East Lansing, MI USA
| | - Jane Grimwood
- grid.417691.c0000 0004 0408 3720HudsonAlpha Institute for Biotechnology, Huntsville, AL USA ,grid.184769.50000 0001 2231 4551US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA USA
| | - John P. Hamilton
- grid.17088.360000 0001 2150 1785Department of Plant Biology, Michigan State University, East Lansing, MI USA
| | - Jerry Jenkins
- grid.417691.c0000 0004 0408 3720HudsonAlpha Institute for Biotechnology, Huntsville, AL USA ,grid.184769.50000 0001 2231 4551US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA USA
| | - Brieanne Vaillancourt
- grid.17088.360000 0001 2150 1785Department of Plant Biology, Michigan State University, East Lansing, MI USA
| | - Joshua C. Wood
- grid.17088.360000 0001 2150 1785Department of Plant Biology, Michigan State University, East Lansing, MI USA
| | - Jeremy Schmutz
- grid.417691.c0000 0004 0408 3720HudsonAlpha Institute for Biotechnology, Huntsville, AL USA ,grid.184769.50000 0001 2231 4551US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory, Berkeley, CA USA
| | - Sateesh Kagale
- grid.24433.320000 0004 0449 7958National Research Council Canada, Saskatoon, SK Canada
| | - Timothy Porch
- USDA-ARS-Tropical Agriculture Research Station, Mayaguez, PR USA
| | - Kirstin E. Bett
- grid.25152.310000 0001 2154 235XDepartment of Plant Sciences, University of Saskatchewan, Saskatoon, SK Canada
| | - C. Robin Buell
- grid.17088.360000 0001 2150 1785Department of Plant Biology, Michigan State University, East Lansing, MI USA ,grid.17088.360000 0001 2150 1785Plant Resilience Institute, Michigan State University, East Lansing, MI USA ,grid.17088.360000 0001 2150 1785Michigan State University AgBioResearch, East Lansing, MI USA
| | - Phillip E. McClean
- grid.261055.50000 0001 2293 4611Department of Plant Sciences and Genomics and Bioinformatics Program, North Dakota State University, Fargo, ND USA
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21
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Cortinovis G, Oppermann M, Neumann K, Graner A, Gioia T, Marsella M, Alseekh S, Fernie AR, Papa R, Bellucci E, Bitocchi E. Towards the Development, Maintenance, and Standardized Phenotypic Characterization of Single-Seed-Descent Genetic Resources for Common Bean. Curr Protoc 2021; 1:e133. [PMID: 34004060 DOI: 10.1002/cpz1.133] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/27/2023]
Abstract
The optimal use of legume genetic resources represents a key prerequisite for coping with current agriculture-related societal challenges, including conservation of agrobiodiversity, agricultural sustainability, food security, and human health. Among legumes, the common bean (Phaseolus vulgaris) is the most economically important for human consumption, and its evolutionary trajectories as a species have been crucial to determining the structure and level of its present and available genetic diversity. Genomic advances are considerably enhancing the characterization and assessment of important genetic variants. For this purpose, the development and availability of, and access to, well-described and efficiently managed genetic resource collections that comprise pure lines derived by single-seed-descent cycles will be paramount for the use of the reservoir of common bean variability and for the advanced breeding of legume crops. This is one of the main aims of the new and challenging European project INCREASE, which is the implementation of Intelligent Collections with appropriate standardized protocols that must be characterized, maintained, and made available, along with the related data, to users such as breeders and researchers. © 2021 The Authors. Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Characterizing common bean seeds for seed trait descriptors Basic Protocol 2: Bean seed imaging Basic Protocol 3: Characterizing bean lines for plant trait descriptors specific for common bean Primary Seed Increase.
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Affiliation(s)
- Gaia Cortinovis
- Department of Agricultural, Food and Environmental Sciences, Polytechnic University of Marche, Ancona, Italy
| | - Markus Oppermann
- Research Group Genebank Documentation, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Kerstin Neumann
- Research Group Genebank Documentation, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Andreas Graner
- Research Group Genebank Documentation, Leibniz Institute of Plant Genetics and Crop Plant Research (IPK) Gatersleben, Seeland, Germany
| | - Tania Gioia
- School of Agricultural, Forestry, Food and Environmental Sciences (SAFE), University of Basilicata, Potenza, Italy
| | - Marco Marsella
- International Treaty on Plant Genetic Resources for Food and Agriculture (FAO), Rome, Italy
| | - Saleh Alseekh
- Department of Molecular Physiology, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
- Center for Plant Systems Biology, Plovdiv, Bulgaria
| | - Alisdair R Fernie
- Department of Molecular Physiology, Max Planck Institute of Molecular Plant Physiology, Potsdam-Golm, Germany
- Center for Plant Systems Biology, Plovdiv, Bulgaria
| | - Roberto Papa
- Department of Agricultural, Food and Environmental Sciences, Polytechnic University of Marche, Ancona, Italy
| | - Elisa Bellucci
- Department of Agricultural, Food and Environmental Sciences, Polytechnic University of Marche, Ancona, Italy
| | - Elena Bitocchi
- Department of Agricultural, Food and Environmental Sciences, Polytechnic University of Marche, Ancona, Italy
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22
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Soltani A, Walter KA, Wiersma AT, Santiago JP, Quiqley M, Chitwood D, Porch TG, Miklas P, McClean PE, Osorno JM, Lowry DB. The genetics and physiology of seed dormancy, a crucial trait in common bean domestication. BMC PLANT BIOLOGY 2021; 21:58. [PMID: 33482732 PMCID: PMC7821524 DOI: 10.1186/s12870-021-02837-6] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2020] [Accepted: 01/11/2021] [Indexed: 05/21/2023]
Abstract
BACKGROUND Physical seed dormancy is an important trait in legume domestication. Although seed dormancy is beneficial in wild ecosystems, it is generally considered to be an undesirable trait in crops due to reduction in yield and / or quality. The physiological mechanism and underlying genetic factor(s) of seed dormancy is largely unknown in several legume species. Here we employed an integrative approach to understand the mechanisms controlling physical seed dormancy in common bean (Phaseolus vulgaris L.). RESULTS Using an innovative CT scan imaging system, we were able to track water movements inside the seed coat. We found that water uptake initiates from the bean seed lens. Using a scanning electron microscopy (SEM) we further identified several micro-cracks on the lens surface of non-dormant bean genotypes. Bulked segregant analysis (BSA) was conducted on a bi-parental RIL (recombinant inbred line) population, segregating for seed dormancy. This analysis revealed that the seed water uptake is associated with a single major QTL on Pv03. The QTL region was fine-mapped to a 118 Kb interval possessing 11 genes. Coding sequence analysis of candidate genes revealed a 5-bp insertion in an ortholog of pectin acetylesterase 8 that causes a frame shift, loss-of-function mutation in non-dormant genotype. Gene expression analysis of the candidate genes in the seed coat of contrasting genotypes indicated 21-fold lower expression of pectin acetylesterase 8 in non-dormant genotype. An analysis of mutational polymorphism was conducted among wild and domesticated beans. Although all the wild beans possessed the functional allele of pectin acetylesterase 8, the majority (77%) of domesticated beans had the non-functional allele suggesting that this variant was under strong selection pressure through domestication. CONCLUSIONS In this study, we identified the physiological mechanism of physical seed dormancy and have identified a candidate allele causing variation in this trait. Our findings suggest that a 5-bp insertion in an ortholog of pectin acetylesterase 8 is likely a major causative mutation underlying the loss of seed dormancy during domestication. Although the results of current study provide strong evidences for the role of pectin acetylesterase 8 in seed dormancy, further confirmations seem necessary by employing transgenic approaches.
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Affiliation(s)
- Ali Soltani
- Plant Resilience Institute, Michigan State University, East Lansing, MI, USA.
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA.
| | - Katelynn A Walter
- Plant Resilience Institute, Michigan State University, East Lansing, MI, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
| | - Andrew T Wiersma
- Department of Plant, Soil and Microbial Sciences, Michigan State University, East Lansing, MI, USA
| | - James P Santiago
- Plant Resilience Institute, Michigan State University, East Lansing, MI, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
| | - Michelle Quiqley
- Department of Horticulture, Michigan State University, East Lansing, MI, USA
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, MI, USA
| | - Daniel Chitwood
- Department of Horticulture, Michigan State University, East Lansing, MI, USA
- Department of Computational Mathematics, Science and Engineering, Michigan State University, East Lansing, MI, USA
| | - Timothy G Porch
- USDA-ARS, Tropical Agriculture Research Station, Mayaguez, PR, USA
| | - Phillip Miklas
- USDA-ARS, Grain Legume Genetics Physiology Research Unit, Prosser, WA, USA
| | - Phillip E McClean
- Department of Plant Sciences, North Dakota State University, Fargo, ND, USA
| | - Juan M Osorno
- Department of Plant Sciences, North Dakota State University, Fargo, ND, USA
| | - David B Lowry
- Plant Resilience Institute, Michigan State University, East Lansing, MI, USA
- Department of Plant Biology, Michigan State University, East Lansing, MI, USA
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23
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Soler-Garzón A, McClean PE, Miklas PN. Genome-Wide Association Mapping of bc-1 and bc-u Reveals Candidate Genes and New Adjustments to the Host-Pathogen Interaction for Resistance to Bean Common Mosaic Necrosis Virus in Common Bean. FRONTIERS IN PLANT SCIENCE 2021; 12:699569. [PMID: 34267774 PMCID: PMC8277298 DOI: 10.3389/fpls.2021.699569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/23/2021] [Accepted: 05/21/2021] [Indexed: 05/17/2023]
Abstract
Bean common mosaic necrosis virus (BCMNV) is a major disease in common bean (Phaseolus vulgaris L.). Host plant resistance is the primary disease control. We sought to identify candidate genes to better understand the host-pathogen interaction and develop tools for marker-assisted selection (MAS). A genome-wide association study (GWAS) approach using 182 lines from a race Durango Diversity Panel (DDP) challenged by BCMNV isolates NL-8 [Pathogroup (PG)-III] and NL-3 (PG-VI), and genotyped with 1.26 million single-nucleotide polymorphisms (SNPs), revealed significant peak regions on chromosomes Pv03 and Pv05, which correspond to bc-1 and bc-u resistance gene loci, respectively. Three candidate genes were identified for NL-3 and NL-8 resistance. Side-by-side receptor-like protein kinases (RLKs), Phvul.003G038700 and Phvul.003G038800 were candidate genes for bc-1. These RLKs were orthologous to linked RLKs associated with virus resistance in soybean (Glycine max). A basic Leucine Zipper (bZIP) transcription factor protein is the candidate gene for bc-u. bZIP protein gene Phvul.005G124100 carries a unique non-synonymous mutation at codon 14 in the first exon (Pv05: 36,114,516 bases), resulting in a premature termination codon that causes a nonfunctional protein. SNP markers for bc-1 and bc-u and new markers for I and bc-3 genes were used to genotype the resistance genes underpinning BCMNV phenotypes in the DDP, host group (HG) differentials, and segregating F3 families. Results revealed major adjustments to the current host-pathogen interaction model: (i) there is only one resistance allele bc-1 for the Bc-1 locus, and differential expression of the allele is based on presence vs. absence of bc-u; (ii) bc-1 exhibits dominance and incomplete dominance; (iii) bc-1 alone confers resistance to NL-8; (iv) bc-u was absent from HGs 2, 4, 5, and 7 necessitating a new gene symbol bc-u d to reflect this change; (v) bc-u d alone delays susceptible symptoms, and when combined with bc-1 enhanced resistance to NL-3; and (vi) bc-u d is on Pv05, not Pv03 as previously thought. These candidate genes, markers, and adjustments to the host-pathogen interaction will facilitate breeding for resistance to BCMNV and related Bean common mosaic virus (BCMV) in common bean.
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Affiliation(s)
- Alvaro Soler-Garzón
- Irrigated Agriculture Research and Extension Center, Washington State University, Prosser, WA, United States
| | - Phillip E. McClean
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Phillip N. Miklas
- Grain Legume Genetics and Physiology Research Unit, United States Department of Agriculture - Agricultural Research Service (USDA-ARS), Prosser, WA, United States
- *Correspondence: Phillip N. Miklas, , orcid.org/0000-0002-6636-454X
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24
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Diaz S, Ariza-Suarez D, Izquierdo P, Lobaton JD, de la Hoz JF, Acevedo F, Duitama J, Guerrero AF, Cajiao C, Mayor V, Beebe SE, Raatz B. Genetic mapping for agronomic traits in a MAGIC population of common bean (Phaseolus vulgaris L.) under drought conditions. BMC Genomics 2020; 21:799. [PMID: 33198642 PMCID: PMC7670608 DOI: 10.1186/s12864-020-07213-6] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2020] [Accepted: 11/05/2020] [Indexed: 01/06/2023] Open
Abstract
BACKGROUND Common bean is an important staple crop in the tropics of Africa, Asia and the Americas. Particularly smallholder farmers rely on bean as a source for calories, protein and micronutrients. Drought is a major production constraint for common bean, a situation that will be aggravated with current climate change scenarios. In this context, new tools designed to understand the genetic basis governing the phenotypic responses to abiotic stress are required to improve transfer of desirable traits into cultivated beans. RESULTS A multiparent advanced generation intercross (MAGIC) population of common bean was generated from eight Mesoamerican breeding lines representing the phenotypic and genotypic diversity of the CIAT Mesoamerican breeding program. This population was assessed under drought conditions in two field trials for yield, 100 seed weight, iron and zinc accumulation, phenology and pod harvest index. Transgressive segregation was observed for most of these traits. Yield was positively correlated with yield components and pod harvest index (PHI), and negative correlations were found with phenology traits and micromineral contents. Founder haplotypes in the population were identified using Genotyping by Sequencing (GBS). No major population structure was observed in the population. Whole Genome Sequencing (WGS) data from the founder lines was used to impute genotyping data for GWAS. Genetic mapping was carried out with two methods, using association mapping with GWAS, and linkage mapping with haplotype-based interval screening. Thirteen high confidence QTL were identified using both methods and several QTL hotspots were found controlling multiple traits. A major QTL hotspot located on chromosome Pv01 for phenology traits and yield was identified. Further hotspots affecting several traits were observed on chromosomes Pv03 and Pv08. A major QTL for seed Fe content was contributed by MIB778, the founder line with highest micromineral accumulation. Based on imputed WGS data, candidate genes are reported for the identified major QTL, and sequence changes were identified that could cause the phenotypic variation. CONCLUSIONS This work demonstrates the importance of this common bean MAGIC population for genetic mapping of agronomic traits, to identify trait associations for molecular breeding tool design and as a new genetic resource for the bean research community.
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Affiliation(s)
- Santiago Diaz
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Daniel Ariza-Suarez
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Paulo Izquierdo
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
- Present Address: Department of Plant Soil and Microbial Sciences, Michigan State University, East Lansing, MI, USA
| | - Juan David Lobaton
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
- Present Address: School of Environmental and Rural Sciences, University of New England, Armidale, SA, Australia
| | - Juan Fernando de la Hoz
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
- Present Address: Bioinformatics Interdepartmental Ph.D. Program, University of California, Los Angeles, Los Angeles, CA, USA
| | - Fernando Acevedo
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
- Departamento de Agronomía, Facultad de Ciencias Agrarias, Universidad Nacional de Colombia, Bogotá, Colombia
| | - Jorge Duitama
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
- Present Address: Systems and Computing Engineering Department, Universidad de los Andes, Bogotá, Colombia
| | - Alberto F Guerrero
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Cesar Cajiao
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Victor Mayor
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
- Present Address: Progeny Breeding, Madrid, Colombia
| | - Stephen E Beebe
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Bodo Raatz
- Bean Program, Agrobiodiversity Area, International Center for Tropical Agriculture (CIAT), Cali, Colombia.
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25
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Ku YS, Contador CA, Ng MS, Yu J, Chung G, Lam HM. The Effects of Domestication on Secondary Metabolite Composition in Legumes. Front Genet 2020; 11:581357. [PMID: 33193705 PMCID: PMC7530298 DOI: 10.3389/fgene.2020.581357] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 08/31/2020] [Indexed: 12/13/2022] Open
Abstract
Legumes are rich in secondary metabolites, such as polyphenols, alkaloids, and saponins, which are important defense compounds to protect the plant against herbivores and pathogens, and act as signaling molecules between the plant and its biotic environment. Legume-sourced secondary metabolites are well known for their potential benefits to human health as pharmaceuticals and nutraceuticals. During domestication, the color, smell, and taste of crop plants have been the focus of artificial selection by breeders. Since these agronomic traits are regulated by secondary metabolites, the basis behind the genomic evolution was the selection of the secondary metabolite composition. In this review, we will discuss the classification, occurrence, and health benefits of secondary metabolites in legumes. The differences in their profiles between wild legumes and their cultivated counterparts will be investigated to trace the possible effects of domestication on secondary metabolite compositions, and the advantages and drawbacks of such modifications. The changes in secondary metabolite contents will also be discussed at the genetic level to examine the genes responsible for determining the secondary metabolite composition that might have been lost due to domestication. Understanding these genes would enable breeding programs and metabolic engineering to produce legume varieties with favorable secondary metabolite profiles for facilitating adaptations to a changing climate, promoting beneficial interactions with biotic factors, and enhancing health-beneficial secondary metabolite contents for human consumption.
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Affiliation(s)
- Yee-Shan Ku
- Centre for Soybean Research of the State Key Laboratory of Agrobiotechnology and School of Life Sciences, The Chinese University of Hong Kong, Shatin, China
| | - Carolina A. Contador
- Centre for Soybean Research of the State Key Laboratory of Agrobiotechnology and School of Life Sciences, The Chinese University of Hong Kong, Shatin, China
| | - Ming-Sin Ng
- Centre for Soybean Research of the State Key Laboratory of Agrobiotechnology and School of Life Sciences, The Chinese University of Hong Kong, Shatin, China
| | - Jeongjun Yu
- Department of Biotechnology, Chonnam National University, Yeosu, South Korea
| | - Gyuhwa Chung
- Department of Biotechnology, Chonnam National University, Yeosu, South Korea
| | - Hon-Ming Lam
- Centre for Soybean Research of the State Key Laboratory of Agrobiotechnology and School of Life Sciences, The Chinese University of Hong Kong, Shatin, China
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26
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Li Y, Chen Q, Xie X, Cai Y, Li J, Feng Y, Zhang Y. Integrated Metabolomics and Transcriptomics Analyses Reveal the Molecular Mechanisms Underlying the Accumulation of Anthocyanins and Other Flavonoids in Cowpea Pod ( Vigna unguiculata L.). JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY 2020; 68:9260-9275. [PMID: 32709199 DOI: 10.1021/acs.jafc.0c01851] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
As an important vegetable crop of the legume family, cowpea (Vigna unguiculata L.) is grown widely for its tender pod with good taste and nutrition. The purple cowpea pods attract more attention mainly for the eye-catching color and health-promoting ingredients. Initially, large quantities of two major anthocyanins (delphinidin 3-O-glucoside and cyanidin 3-O-glucoside) and nine kinds of flavonoids (most are quercetin-based flavonol glycosides) were separated and identified from purple cowpea pod by ultra-high performance liquid chromatography coupled with quadrupole Orbitrap high-resolution mass spectrometry. To study them systematically, two representative cowpea cultivars with a drastic difference in anthocyanin accumulation were further analyzed by the integration of metabolomics and transcriptomics. A total of 56 differentially accumulated metabolites and 4142 differentially expressed genes were identified, respectively. On the basis of the comprehensive analysis of multiomic data, it was shown that VuMYB90-1, VuMYB90-2, VuMYB90-3, VuCPC, VuMYB4, and endogenous bHLH and WD40 proteins coordinately control anthocyanin and flavonoid accumulation via transcriptional regulation of structural genes in purple cowpea pod.
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Affiliation(s)
- Yan Li
- School of Agricultural Sciences, Zhengzhou University, Kexue Avenue 100, Zhengzhou, Henan 450001, People's Republic of China
| | - Qiyan Chen
- School of Agricultural Sciences, Zhengzhou University, Kexue Avenue 100, Zhengzhou, Henan 450001, People's Republic of China
| | - Xiaodong Xie
- Zhengzhou Tobacco Research Institute of CNTC, China Tobacco Gene Research Center, Fengyang Avenue, Zhengzhou, Henan 450001, People's Republic of China
| | - Yu Cai
- School of Life Sciences, Zhengzhou University, Kexue Avenue 100, Zhengzhou, Henan 450001, People's Republic of China
| | - Jiangfeng Li
- School of Life Sciences, Zhengzhou University, Kexue Avenue 100, Zhengzhou, Henan 450001, People's Republic of China
| | - Yiling Feng
- School of Life Sciences, Zhengzhou University, Kexue Avenue 100, Zhengzhou, Henan 450001, People's Republic of China
| | - Yanjie Zhang
- School of Agricultural Sciences, Zhengzhou University, Kexue Avenue 100, Zhengzhou, Henan 450001, People's Republic of China
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27
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Abd El-Wahab MMH, Aljabri M, Sarhan MS, Osman G, Wang S, Mabrouk M, El-Shabrawi HM, Gabr AMM, Abd El-Haliem AM, O’Sullivan DM, El-Soda M. High-Density SNP-Based Association Mapping of Seed Traits in Fenugreek Reveals Homology with Clover. Genes (Basel) 2020; 11:E893. [PMID: 32764325 PMCID: PMC7464718 DOI: 10.3390/genes11080893] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/05/2020] [Revised: 07/28/2020] [Accepted: 08/02/2020] [Indexed: 12/02/2022] Open
Abstract
Fenugreek as a self-pollinated plant is ideal for genome-wide association mapping where traits can be marked by their association with natural mutations. However, fenugreek is poorly investigated at the genomic level due to the lack of information regarding its genome. To fill this gap, we genotyped a collection of 112 genotypes with 153,881 SNPs using double digest restriction site-associated DNA sequencing. We used 38,142 polymorphic SNPs to prove the suitability of the population for association mapping. One significant SNP was associated with both seed length and seed width, and another SNP was associated with seed color. Due to the lack of a comprehensive genetic map, it is neither possible to align the newly developed markers to chromosomes nor to predict the underlying genes. Therefore, systematic targeting of those markers to homologous genomes of other legumes can overcome those problems. A BLAST search using the genomic fenugreek sequence flanking the identified SNPs showed high homology with several members of the Trifolieae tribe indicating the potential of translational approaches to improving our understanding of the fenugreek genome. Using such a comprehensively-genotyped fenugreek population is the first step towards identifying genes underlying complex traits and to underpin fenugreek marker-assisted breeding programs.
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Affiliation(s)
- Mustafa M. H. Abd El-Wahab
- Department of Agronomy, Faculty of Agriculture, Cairo University, Giza 12613, Egypt; (M.M.H.A.E.-W.); (M.M.)
| | - Maha Aljabri
- Department of Biology, Faculty of Applied Sciences, Umm Al-Qura University, Makkah 21955, Saudi Arabia; (M.A.); (G.O.)
- Research Laboratories Centre, Faculty of Applied Science, Umm Al-Qura University, Makkah 21955, Saudi Arabia
| | - Mohamed S. Sarhan
- Environmental Studies and Research Unit, Cairo University, Giza 12613, Egypt;
| | - Gamal Osman
- Department of Biology, Faculty of Applied Sciences, Umm Al-Qura University, Makkah 21955, Saudi Arabia; (M.A.); (G.O.)
- Research Laboratories Centre, Faculty of Applied Science, Umm Al-Qura University, Makkah 21955, Saudi Arabia
- Agricultural Genetic Engineering Research Institute (AGERI), ARC, Giza 12915, Egypt
| | - Shichen Wang
- Genomics and Bioinformatics Service Texas A&M AgriLife Research, Amarillo College Station, Amarillo, TX 77845, USA;
| | - Mahmoud Mabrouk
- Department of Agronomy, Faculty of Agriculture, Cairo University, Giza 12613, Egypt; (M.M.H.A.E.-W.); (M.M.)
| | - Hattem M. El-Shabrawi
- Plant Biotechnology Department, National Research Center, Giza 12622, Egypt; (H.M.E.-S.); (A.M.M.G.)
| | - Ahmed M. M. Gabr
- Plant Biotechnology Department, National Research Center, Giza 12622, Egypt; (H.M.E.-S.); (A.M.M.G.)
| | - Ahmed M. Abd El-Haliem
- Plant Physiology, University of Amsterdam, Swammerdam Institute for Life Sciences Amsterdam, 1098 XH Amsterdam, The Netherlands;
| | - Donal M. O’Sullivan
- School of Agriculture, Policy and Development, University of Reading, Whiteknights, Reading RG6 6AR, UK;
| | - Mohamed El-Soda
- Department of Genetics, Faculty of Agriculture, Cairo University, Giza 12613, Egypt
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28
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Zitnick-Anderson K, Oladzadabbasabadi A, Jain S, Modderman C, Osorno JM, McClean PE, Pasche JS. Sources of Resistance to Fusarium solani and Associated Genomic Regions in Common Bean Diversity Panels. Front Genet 2020; 11:475. [PMID: 32612633 PMCID: PMC7308507 DOI: 10.3389/fgene.2020.00475] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2020] [Accepted: 04/16/2020] [Indexed: 11/21/2022] Open
Abstract
Common bean (Phaseolus vulgaris L.) production worldwide is hampered by Fusarium root rot (FRR), which is caused by Fusarium solani. Screening for FRR resistance on a large scale is notoriously difficult and often yields inconsistent results due to variability within the environment and pathogen biology. A greenhouse screening assay was developed incorporating multiple isolates of F. solani to improve assay reproducibility. The Andean (ADP; n = 270) and Middle American (MDP; n = 280) Diversity Panels were screened in the greenhouse to identify genetic factors associated with FRR resistance. Forty-seven MDP and 34 ADP lines from multiple market classes were identified as resistant to FRR. Greenhouse phenotyping repeatability was confirmed via five control lines. Genome-wide association mapping using ∼200k SNPs was performed on standard phenotyping score 1–9, as well as binary and polynomial transformation of score data. Sixteen and seven significant genomic regions were identified for ADP and MDP, respectively, using all three classes of phenotypic data. Most candidate genes were associated with plant immune/defense mechanisms. For the ADP population, ortholog of glucan synthase-like enzyme, senescence-associated genes, and NAC domain protein, associated with peak genomic region Pv08:0.04–0.18 Mbp, were the most significant candidate genes. For the MDP population, the peak SNPs Pv07:15.29 Mbp and Pv01:51 Mbp mapped within gene models associated with ethylene response factor 1 and MAC/Perforin domain-containing gene respectively. The research provides a basis for bean improvement through the use of resistant genotypes and genomic regions for more durable root rot resistance.
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Affiliation(s)
| | | | - Shalu Jain
- Department of Pathology and Entomology, Syngenta, Stanton, MN, United States
| | - Chryseis Modderman
- Department of Soil, Water, and Climate, University of Minnesota, Morris, Morris, MN, United States
| | - Juan M Osorno
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Phillip E McClean
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Julie S Pasche
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States
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29
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Determining the Genetic Control of Common Bean Early-Growth Rate Using Unmanned Aerial Vehicles. REMOTE SENSING 2020. [DOI: 10.3390/rs12111748] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Vigorous early-season growth rate allows crops to compete more effectively against weeds and to conserve soil moisture in arid areas. These traits are of increasing economic importance due to changing consumer demand, reduced labor availability, and climate-change-related increasing global aridity. Many crop species, including common bean, show genetic variation in growth rate, between varieties. Despite this, the genetic basis of early-season growth has not been well-resolved in the species, in part due to historic phenotyping challenges. Using a range of UAV- and ground-based methods, we evaluated the early-season growth vigor of two populations. These growth data were used to find genetic regions associated with several growth parameters. Our results suggest that early-season growth rate is the result of complex interactions between several genetic and environmental factors. They also highlight the need for high-precision phenotyping provided by UAVs. The quantitative trait loci (QTLs) identified in this study are the first in common bean to be identified remotely using UAV technology. These will be useful for developing crop varieties that compete with weeds and use water more effectively. Ultimately, this will improve crop productivity in the face of changing climatic conditions and will mitigate the need for water and resource-intensive forms of weed control.
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30
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Cortinovis G, Frascarelli G, Di Vittori V, Papa R. Current State and Perspectives in Population Genomics of the Common Bean. PLANTS (BASEL, SWITZERLAND) 2020; 9:E330. [PMID: 32150958 PMCID: PMC7154925 DOI: 10.3390/plants9030330] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/24/2020] [Revised: 02/27/2020] [Accepted: 03/03/2020] [Indexed: 11/17/2022]
Abstract
* Correspondence: r [...].
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Affiliation(s)
| | | | | | - Roberto Papa
- Dipartimento di Scienze Agrarie, Alimentari ed Ambientali (D3A), Università Politecnica delle Marche, Via Brecce Bianche, 60131 Ancona, Italy; (G.C.); (G.F.); (V.D.V.)
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31
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Clark JL, Loader TB, Anderson HD, Zahradka P, Taylor CG. Regular Black Bean Consumption Is Necessary to Sustain Improvements in Small-Artery Vascular Compliance in the Spontaneously Hypertensive Rat. Nutrients 2020; 12:nu12030685. [PMID: 32138293 PMCID: PMC7146454 DOI: 10.3390/nu12030685] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2020] [Revised: 02/28/2020] [Accepted: 02/29/2020] [Indexed: 01/02/2023] Open
Abstract
Edible legume seeds, such as lentils, have been shown to modulate the structural and functional properties of hypertensive blood vessels, however, the effects of dried beans have not been similarly evaluated. To determine whether beans could attenuate hypertension-induced vascular changes (remodeling and stiffness) in relation to their phytochemical content, spontaneously hypertensive rats (SHR) were fed diets containing black beans (BB; high phytochemical content as indicated by their dark seed coat colour) or navy (white) beans (NB; low phytochemical content) for eight weeks. An additional follow-up phase was included to determine how long the alterations in vascular properties are maintained after bean consumption is halted. Assessments included blood pressure (BP), pulse wave velocity (PWV), vessel compliance (small-artery) and morphology (large-artery), and body composition. Neither BBs nor NBs altered BP or PWV in SHR. SHR-BB demonstrated greater medial strain (which is indicative of greater elasticity) at higher intraluminal pressures (80 and 140 mmHg) compared to SHR-NB. BB consumption for 8 weeks enhanced vascular compliance compared to SHR-NB, as demonstrated by a rightward shift in the stress-strain curve, but this improvement was lost within 2 weeks after halting bean consumption. BB and NB increased lean mass after 8 weeks, but halting BB consumption increased fat mass. In conclusion, regular consumption of BBs may be appropriate as a dietary anti-hypertensive strategy via their positive actions on vascular remodeling and compliance.
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Affiliation(s)
- Jaime L. Clark
- Department of Food and Human Nutritional Sciences, Faculty of Agriculture and Food Sciences, University of Manitoba, Winnipeg, MB R3T 2N2, Canada; (J.L.C.); (T.B.L.); (P.Z.)
- Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB R2H 2A6, Canada;
| | - Tara B. Loader
- Department of Food and Human Nutritional Sciences, Faculty of Agriculture and Food Sciences, University of Manitoba, Winnipeg, MB R3T 2N2, Canada; (J.L.C.); (T.B.L.); (P.Z.)
- Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB R2H 2A6, Canada;
| | - Hope D. Anderson
- Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB R2H 2A6, Canada;
- College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0T5, Canada
- Department of Pharmacology and Therapeutics, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0T5, Canada
| | - Peter Zahradka
- Department of Food and Human Nutritional Sciences, Faculty of Agriculture and Food Sciences, University of Manitoba, Winnipeg, MB R3T 2N2, Canada; (J.L.C.); (T.B.L.); (P.Z.)
- Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB R2H 2A6, Canada;
- Department of Physiology and Pathophysiology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0T5, Canada
| | - Carla G. Taylor
- Department of Food and Human Nutritional Sciences, Faculty of Agriculture and Food Sciences, University of Manitoba, Winnipeg, MB R3T 2N2, Canada; (J.L.C.); (T.B.L.); (P.Z.)
- Canadian Centre for Agri-Food Research in Health and Medicine, St. Boniface Hospital Albrechtsen Research Centre, Winnipeg, MB R2H 2A6, Canada;
- Department of Physiology and Pathophysiology, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, MB R3E 0T5, Canada
- Correspondence: ; Tel.: +1-204-258-1361
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32
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Parker TA, Berny Mier Y Teran JC, Palkovic A, Jernstedt J, Gepts P. Pod indehiscence is a domestication and aridity resilience trait in common bean. THE NEW PHYTOLOGIST 2020; 225:558-570. [PMID: 31486530 DOI: 10.1111/nph.16164] [Citation(s) in RCA: 41] [Impact Index Per Article: 10.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/24/2019] [Accepted: 08/14/2019] [Indexed: 05/05/2023]
Abstract
Plant domestication has strongly modified crop morphology and development. Nevertheless, many crops continue to display atavistic characteristics that were advantageous to their wild ancestors but are deleterious under cultivation, such as pod dehiscence (PD). Here, we provide the first comprehensive assessment of the inheritance of PD in the common bean (Phaseolus vulgaris), a major domesticated grain legume. Using three methods to evaluate the PD phenotype, we identified multiple, unlinked genetic regions controlling PD in a biparental population and two diversity panels. Subsequently, we assessed patterns of orthology among these loci and those controlling the trait in other species. Our results show that different genes were selected in each domestication and ecogeographic race. A chromosome Pv03 dirigent-like gene, involved in lignin biosynthesis, showed a base-pair substitution that is associated with decreased PD. This haplotype may underlie the expansion of Mesoamerican domesticates into northern Mexico, where arid conditions promote PD. The rise in frequency of the decreased-PD haplotype may be a consequence of the markedly different fitness landscape imposed by domestication. Environmental dependency and genetic redundancy can explain the maintenance of atavistic traits under domestication.
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Affiliation(s)
- Travis A Parker
- Department of Plant Sciences / MS1, Section of Crop & Ecosystem Sciences, University of California, 1 Shields Avenue, Davis, CA, 95616-8780, USA
| | - Jorge C Berny Mier Y Teran
- Department of Plant Sciences / MS1, Section of Crop & Ecosystem Sciences, University of California, 1 Shields Avenue, Davis, CA, 95616-8780, USA
| | - Antonia Palkovic
- Department of Plant Sciences / MS1, Section of Crop & Ecosystem Sciences, University of California, 1 Shields Avenue, Davis, CA, 95616-8780, USA
| | - Judy Jernstedt
- Department of Plant Sciences / MS1, Section of Crop & Ecosystem Sciences, University of California, 1 Shields Avenue, Davis, CA, 95616-8780, USA
| | - Paul Gepts
- Department of Plant Sciences / MS1, Section of Crop & Ecosystem Sciences, University of California, 1 Shields Avenue, Davis, CA, 95616-8780, USA
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33
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Karadžić Banjac MŽ, Kovačević SZ, Tepić Horecki AN, Šumić ZM, Vakula AS, Podunavac‐Kuzmanović SO, Jevrić LR. Toward consistent discrimination of common bean (
Phaseolus vulgaris
L.) based on grain coat color, phytochemical composition, and antioxidant activity. J FOOD PROCESS PRES 2019. [DOI: 10.1111/jfpp.14246] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | | | | | - Zdravko M. Šumić
- Faculty of Technology Novi Sad University of Novi Sad Novi Sad Serbia
| | - Anita S. Vakula
- Faculty of Technology Novi Sad University of Novi Sad Novi Sad Serbia
| | | | - Lidija R. Jevrić
- Faculty of Technology Novi Sad University of Novi Sad Novi Sad Serbia
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34
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Herniter IA, Lo R, Muñoz-Amatriaín M, Lo S, Guo YN, Huynh BL, Lucas M, Jia Z, Roberts PA, Lonardi S, Close TJ. Seed Coat Pattern QTL and Development in Cowpea (Vigna unguiculata [L.] Walp.). FRONTIERS IN PLANT SCIENCE 2019; 10:1346. [PMID: 31708953 PMCID: PMC6824211 DOI: 10.3389/fpls.2019.01346] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/25/2019] [Accepted: 09/27/2019] [Indexed: 05/23/2023]
Abstract
The appearance of the seed is an important aspect of consumer preference for cowpea (Vigna unguiculata [L.] Walp.). Seed coat pattern in cowpea has been a subject of study for over a century. This study makes use of newly available resources, including mapping populations, a reference genome and additional genome assemblies, and a high-density single nucleotide polymorphism genotyping platform, to map various seed coat pattern traits to three loci, concurrent with the Color Factor (C), Watson (W), and Holstein (H) factors identified previously. Several gene models encoding proteins involved in regulating the later stages of the flavonoid biosynthesis pathway have been identified as candidate genes, including a basic helix-loop-helix gene (Vigun07g110700) for the C locus, a WD-repeat gene (Vigun09g139900) for the W locus and an E3 ubiquitin ligase gene (Vigun10g163900) for the H locus. A model of seed coat development, consisting of six distinct stages, is described to explain some of the observed pattern phenotypes.
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Affiliation(s)
- Ira A. Herniter
- Department of Botany and Plant Sciences, University of California, Riverside, CA, United States
| | - Ryan Lo
- Department of Botany and Plant Sciences, University of California, Riverside, CA, United States
| | - María Muñoz-Amatriaín
- Department of Botany and Plant Sciences, University of California, Riverside, CA, United States
| | - Sassoum Lo
- Department of Botany and Plant Sciences, University of California, Riverside, CA, United States
| | - Yi-Ning Guo
- Department of Botany and Plant Sciences, University of California, Riverside, CA, United States
| | - Bao-Lam Huynh
- Department of Nematology, University of California, Riverside, CA, United States
| | - Mitchell Lucas
- Department of Botany and Plant Sciences, University of California, Riverside, CA, United States
| | - Zhenyu Jia
- Department of Botany and Plant Sciences, University of California, Riverside, CA, United States
| | - Philip A. Roberts
- Department of Nematology, University of California, Riverside, CA, United States
| | - Stefano Lonardi
- Department of Computer Sciences and Engineering, University of California, Riverside, CA, United States
| | - Timothy J. Close
- Department of Botany and Plant Sciences, University of California, Riverside, CA, United States
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35
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Myers JR, Wallace LT, Mafi Moghaddam S, Kleintop AE, Echeverria D, Thompson HJ, Brick MA, Lee R, McClean PE. Improving the Health Benefits of Snap Bean: Genome-Wide Association Studies of Total Phenolic Content. Nutrients 2019; 11:E2509. [PMID: 31635241 PMCID: PMC6835575 DOI: 10.3390/nu11102509] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2019] [Revised: 10/04/2019] [Accepted: 10/05/2019] [Indexed: 01/09/2023] Open
Abstract
Snap beans are a significant source of micronutrients in the human diet. Among the micronutrients present in snap beans are phenolic compounds with known beneficial effects on human health, potentially via their metabolism by the gut-associated microbiome. The genetic pathways leading to the production of phenolics in snap bean pods remain uncertain. In this study, we quantified the level of total phenolic content (TPC) in the Bean Coordinated Agriculture Program (CAP) snap bean diversity panel of 149 accessions. The panel was characterized spectrophotometrically for phenolic content with a Folin-Ciocalteu colorimetric assay. Flower, seed and pod color were also quantified, as red, purple, yellow and brown colors are associated with anthocyanins and flavonols in common bean. Genotyping was performed through an Illumina Infinium Genechip BARCBEAN6K_3 single nucleotide polymorphism (SNP) array. Genome-Wide Association Studies (GWAS) analysis identified 11 quantitative trait nucleotides (QTN) associated with TPC. An SNP was identified for TPC on Pv07 located near the P gene, which is a major switch in the flavonoid biosynthetic pathway. Candidate genes were identified for seven of the 11 TPC QTN. Five regulatory genes were identified and represent novel sources of variation for exploitation in developing snap beans with higher phenolic levels for greater health benefits to the consumer.
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Affiliation(s)
- James R Myers
- Department of Horticulture, Oregon State University, Corvallis, OR 97331, USA.
| | - Lyle T Wallace
- Department of Horticulture, University of Wisconsin at Madison, Madison, WI 53706, USA.
| | - Samira Mafi Moghaddam
- Plant Resilience Institute, Department of Plant Biology, Michigan State University, East Lansing, MI 48824, USA.
| | - Adrienne E Kleintop
- Department of Plant Science, Delaware Valley University, Doylestown, PA 18901, USA.
| | - Dimas Echeverria
- RNA Therapeutics Institute, University of Massachusetts Medical School, Worcester, MA 01605, USA.
| | - Henry J Thompson
- Department of Horticulture and Landscape Architecture, Colorado State University, Fort Collins, CO 80523, USA.
| | - Mark A Brick
- Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO 80523, USA.
| | - Rian Lee
- Department of Plant Science, North Dakota State University, Fargo, ND 58105, USA.
| | - Phillip E McClean
- Department of Plant Science, North Dakota State University, Fargo, ND 58105, USA.
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36
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Paauw M, Koes R, Quattrocchio FM. Alteration of flavonoid pigmentation patterns during domestication of food crops. JOURNAL OF EXPERIMENTAL BOTANY 2019; 70:3719-3735. [PMID: 30949670 DOI: 10.1093/jxb/erz141] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2018] [Accepted: 03/15/2019] [Indexed: 05/20/2023]
Abstract
Flavonoids are plant pigments that provide health benefits for human and animal consumers. Understanding why domesticated crops have altered pigmentation patterns and unraveling the molecular/genetic mechanisms that underlie this will facilitate the breeding of new (healthier) varieties. We present an overview of changes in flavonoid pigmentation patterns that have occurred during crop domestication and, where possible, link them to the molecular changes that brought about the new phenotypes. We consider species that lost flavonoid pigmentation in the edible part of the plant at some point during domestication (like cereals). We also consider the converse situation, for example eggplant (aubergine), which instead gained strong anthocyanin accumulation in the skin of the fruit during domestication, and some varieties of citrus and apple that acquired anthocyanins in the fruit flesh. Interestingly, the genes responsible for such changes are sometimes closely linked to, or have pleiotropic effects on, important domestication genes, suggesting accidental and perhaps inevitable changes of anthocyanin patterning during domestication. In other cases, flavonoid pigmentation patterns in domesticated crops are the result of cultural preferences, with examples being found in varieties of citrus, barley, wheat, and maize. Finally, and more recently, in some species, anthocyanins seem to have been the direct target of selection in a second wave of domestication that followed the introduction of industrial food processing.
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Affiliation(s)
- Misha Paauw
- Plant Development and (Epi)Genetics, Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park, XH, Amsterdam, Netherlands
| | - Ronald Koes
- Plant Development and (Epi)Genetics, Swammerdam Institute for Life Sciences, University of Amsterdam, Science Park, XH, Amsterdam, Netherlands
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37
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Oladzad A, Zitnick-Anderson K, Jain S, Simons K, Osorno JM, McClean PE, Pasche JS. Genotypes and Genomic Regions Associated With Rhizoctonia solani Resistance in Common Bean. FRONTIERS IN PLANT SCIENCE 2019; 10:956. [PMID: 31396253 PMCID: PMC6667560 DOI: 10.3389/fpls.2019.00956] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/09/2019] [Accepted: 07/09/2019] [Indexed: 05/11/2023]
Abstract
Rhizoctonia solani Kühn (teleomorph Thanatephorus cucumeris) is an important root rot pathogen of common bean (Phaseolus vulgaris L.). To uncover genetic factors associated with resistance to the pathogen, the Andean (ADP; n = 273) and Middle American (MDP; n = 279) diversity panels, which represent much of the genetic diversity known in cultivated common bean, were screened in the greenhouse using R. solani anastomosis group 2-2. Repeatability of the assay was confirmed by the response of five control genotypes. The phenotypic data for both panels were normally distributed. The resistance responses of ∼10% of the ADP (n = 28) and ∼6% of the MDP (n = 18) genotypes were similar or higher than that of the resistant control line VAX 3. A genome-wide association study (GWAS) was performed using ∼200k single nucleotide polymorphisms to discover genomic regions associated with resistance in each panel, For GWAS, the raw phenotypic score, and polynomial and binary transformation of the scores, were individually used as the input data. A major QTL peak was observed on Pv02 in the ADP, while a major QTL was observed on Pv01 with the MDP. These regions were associated with clusters of TIR-NB_ARC-LRR (TNL) gene models encoding proteins similar to known disease resistance genes. Other QTL, unique to each panel, were mapped within or adjacent to a gene model or cluster of related genes associated with disease resistance. This is a first case study that provides evidence for major as well as minor genes involved in resistance to R. solani in common bean. This information will be useful to integrate more durable root rot resistance in common bean breeding programs and to study the genetic mechanisms associated with root diseases in this important societal legume.
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Affiliation(s)
- Atena Oladzad
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | | | - Shalu Jain
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States
| | - Kristin Simons
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States
| | - Juan M. Osorno
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Phillip E. McClean
- Department of Plant Sciences, North Dakota State University, Fargo, ND, United States
| | - Julie S. Pasche
- Department of Plant Pathology, North Dakota State University, Fargo, ND, United States
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38
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Oladzad A, Porch T, Rosas JC, Moghaddam SM, Beaver J, Beebe SE, Burridge J, Jochua CN, Miguel MA, Miklas PN, Raatz B, White JW, Lynch J, McClean PE. Single and Multi-trait GWAS Identify Genetic Factors Associated with Production Traits in Common Bean Under Abiotic Stress Environments. G3 (BETHESDA, MD.) 2019; 9:1881-1892. [PMID: 31167806 PMCID: PMC6553540 DOI: 10.1534/g3.119.400072] [Citation(s) in RCA: 35] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/08/2019] [Accepted: 04/07/2019] [Indexed: 12/28/2022]
Abstract
The genetic improvement of economically important production traits of dry bean (Phaseolus vulgaris L.), for geographic regions where production is threatened by drought and high temperature stress, is challenging because of the complex genetic nature of these traits. Large scale SNP data sets for the two major gene pools of bean, Andean and Middle American, were developed by mapping multiple pools of genotype-by-sequencing reads and identifying over 200k SNPs for each gene pool against the most recent assembly of the P. vulgaris genome sequence. Moderately sized B ean A biotic S tress E valuation (BASE) panels, consisting of genotypes appropriate for production in Central America and Africa, were assembled. Phylogenetic analyses demonstrated the BASE populations represented broad genetic diversity for the appropriate races within the two gene pools. Joint mixed linear model genome-wide association studies with data from multiple locations discovered genetic factors associated with four production traits in both heat and drought stress environments using the BASE panels. Pleiotropic genetic factors were discovered using a multi-trait mixed model analysis. SNPs within or near candidate genes associated with hormone signaling, epigenetic regulation, and ROS detoxification under stress conditions were identified and can be used as genetic markers in dry bean breeding programs.
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Affiliation(s)
- Atena Oladzad
- Department of Plant Sciences, North Dakota State University, Fargo, ND, 58102
| | - Timothy Porch
- USDA-ARS, Tropical Agricultural Research Station Mayaguez Puerto Rico
| | - Juan Carlos Rosas
- Department of Agricultural Engineering, Zamorano University, Zamorano, Honduras
| | - Samira Mafi Moghaddam
- Plant Resilience Institute, Department of Plant Biology, Michigan State University, East Lansing, MI, 48824
| | - James Beaver
- Department of Agronomy and Soils, University of Puerto Rico, Mayaguez, Puerto Rico 00680
| | - Steve E Beebe
- International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Jimmy Burridge
- Department of Plant Science, Pennsylvania State University, State Collage, PA, 16801
| | | | | | - Phillip N Miklas
- USDA-ARS, Grain Legume Genetics Physiology Research, Prosser, WA
| | - Bodo Raatz
- International Center for Tropical Agriculture (CIAT), Cali, Colombia
| | - Jeffery W White
- USDA-ARS, Plant Physiology and Genetics Research Maricopa, AZ
| | - Jonathan Lynch
- Department of Plant Science, Pennsylvania State University, State Collage, PA, 16801
| | - Phillip E McClean
- Department of Plant Sciences, North Dakota State University, Fargo, ND, 58102
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39
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Hufford MB, Berny Mier Y Teran JC, Gepts P. Crop Biodiversity: An Unfinished Magnum Opus of Nature. ANNUAL REVIEW OF PLANT BIOLOGY 2019; 70:727-751. [PMID: 31035827 DOI: 10.1146/annurev-arplant-042817-040240] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
Crop biodiversity is one of the major inventions of humanity through the process of domestication. It is also an essential resource for crop improvement to adapt agriculture to ever-changing conditions like global climate change and consumer preferences. Domestication and the subsequent evolution under cultivation have profoundly shaped the genetic architecture of this biodiversity. In this review, we highlight recent advances in our understanding of crop biodiversity. Topics include the reduction of genetic diversity during domestication and counteracting factors, a discussion of the relationship between parallel phenotypic and genotypic evolution, the role of plasticity in genotype × environment interactions, and the important role subsistence farmers play in actively maintaining crop biodiversity and in participatory breeding. Linking genotype and phenotype remains the holy grail of crop biodiversity studies.
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Affiliation(s)
- Matthew B Hufford
- Department of Ecology, Evolution, and Organismal Biology, Iowa State University, Ames, Iowa 50011-1020, USA;
| | | | - Paul Gepts
- Department of Plant Sciences, University of California, Davis, California 95616-8780, USA; ,
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Convergent Evolution of the Seed Shattering Trait. Genes (Basel) 2019; 10:genes10010068. [PMID: 30669440 PMCID: PMC6356738 DOI: 10.3390/genes10010068] [Citation(s) in RCA: 29] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2018] [Revised: 01/15/2019] [Accepted: 01/17/2019] [Indexed: 11/18/2022] Open
Abstract
Loss of seed shattering is a key trait in crop domestication, particularly for grain crops. For wild plants, seed shattering is a crucial mechanism to achieve greater fitness, although in the agricultural context, this mechanism reduces harvesting efficiency, especially under dry conditions. Loss of seed shattering was acquired independently in different monocotyledon and dicotyledon crop species by ‘convergent phenotypic evolution’, leading to similar low dehiscent and indehiscent phenotypes. Here, the main aim is to review the current knowledge about seed shattering in crops, in order to highlight the tissue modifications that underlie the convergent phenotypic evolution of reduced shattering in different types of fruit, from the silique of Brassicaceae species, to the pods of legumes and spikes of cereals. Emphasis is given to legumes, with consideration of recent data obtained for the common bean. The current review also discusses to what extent convergent phenotypes arose from parallel changes at the histological and/or molecular levels. For this reason, an overview is included of the main findings relating to the genetic control of seed shattering in the model species Arabidopsis thaliana and in other important crops.
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