ArticleBMC plant biology2021
GWAS of pod morphological and color characters in common bean.
Article in BMC plant biology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers, 1 of them a synthesis that pooled it.
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Who cites it
31 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Advancing crop improvement through GWAS and beyond in mung bean.Frontiers in plant science · 2024Pooled it
- Transcriptomic and Targeted Carotenoid Metabolomic Dissection of Pod Color Difference Between Wild Type and an EMS-Induced StableInternational journal of molecular sciences · 2026Article
- Image-based high-throughput phenotyping enables genetic analyses of pod morphological traits in mungbean (Vigna radiata (L.) R. Wilczek).G3 (Bethesda, Md.) · 2026Article
- GWAS identifies regulators of seed and leaf morphology in common bean, revealing OFP5 as a major seed size determinant.The Plant journal : for cell and molecular biology · 2026Article
- Genome-wide association study reveals the genetic basis of meat quality traits in Sichuan Shelduck.Poultry science · 2026Article
- Pod photosynthesis: a new frontier for developing stress-resilient and high-yielding crops.Plant & cell physiology · 2025Review
- Population structure, genetic diversity and genome-wide association analysis of the seed morphology traits in Handroanthus chrysanthus (Jacq.) s.o.grose.BMC plant biology · 2025Article
- Genome-Wide Characterization of a Carbon Ion Beam-Induced Soybean Mutant Population Reveals Extensive Genetic Variation for Trait Improvement.International journal of molecular sciences · 2025Article
- Transgenerational genetic and epigenetic changes induced by gamma-ray in Fagopyrum species.BMC plant biology · 2025Article
- Genome-wide association mapping dissects the selective breeding of determinacy and photoperiod sensitivity in common bean (Phaseolus vulgaris L.).G3 (Bethesda, Md.) · 2025Article
- Genetic mapping of loci associated with yield and their components in black common bean (Phaseolus vulgaris L.).The plant genome · 2025Article
- Genome-wide association mapping for early maturity in kintoki bean (Breeding science · 2025Article
- GWAS analysis revealed genomic loci and candidate genes associated with the 100-seed weight in high-latitude-adapted soybean germplasm.TAG. Theoretical and applied genetics. Theoretische und angewandte Genetik · 2025Article
- GWAS and WGCNA analysis uncover candidate genes associated with drought inFrontiers in plant science · 2025Article
- Identification and functional analysis of GmPasL regulating pod color in vegetable soybean.BMC plant biology · 2024Article
- Fatty Acids in Dry Beans (Foods (Basel, Switzerland) · 2024Article
- Article
- Construction of a high-density genetic map for yardlong bean and identification of ANT1 as a regulator of anthocyanin biosynthesis.Horticulture research · 2024Article
- QTL mapping for pod quality and yield traits in snap bean (Frontiers in plant science · 2024Article
- Genome-Wide Association Study to Identify Possible Candidate Genes of Snap Bean Leaf and Pod Color.Genes · 2023Article
Corrections and comments
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Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCommon bean (Phaseolus vulgaris L.) is an important legume species which can be consumed as immature pods and dry seeds after re-hydration and cooking. Many genes and QTL, and epistatic interactions among them, condition pod morphological traits. However, not all them have been mapped or validated nor candidate genes proposed. We sought to investigate the genomic regions conditioning pod morphological and color characters through GWAS.
resultsSingle and multi-locus genome wide association analysis was used to investigate pod traits for a set of 301 bean lines of the Spanish Diversity Panel (SDP). The SDP was genotyped with 32,812 SNPs obtained from Genotyping by Sequencing. The panel was grown in two seasons and phenotypic data were recorded for 17 fresh pods traits grouped in four pod characters: pod length, pod cross-section, pod color, and number of seeds per pod. In all, 23 QTL for pod length, 6 for cross-section, 18 for pod color, 6 for number of seeds per pod and 9 associated to two or more pod characters were detected. Most QTL were located in the telomeric region of chromosomes Pv01, Pv02, Pv04, Pv08, Pv09 and Pv10. Eighteen detected QTL co-localized with 28 previously reported QTL. Twenty-one potential candidate genes involving developmental processes were detected underlying 11 QTL for pod morphological characters, four of them homologous to A. thaliana genes FIS2, SPL10, TTG2 and AML4 affecting silique size. Eight potential candidate genes involved in pigment synthesis, were found underlying five QTL for pod color.
conclusionsGWAS for pod morphological and color characters in the bean Spanish Diversity Panel revealed 62 QTL, 18 co-localized with previously reported QTL, and 16 QTL were underlain by 25 candidate genes. Overall 44 new QTL identified and 18 existing QTL contribute to a better understanding of the complex inheritance of pod size and color traits in common bean and open the opportunity for future validation works.
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