Genome-wide Association Studies revealed DArTseq loci associated with seed traits in Turkish common bean germplasm

Seed traits are very important agronomic traits that contribute significantly into crop yield and are considered useful indicators to monitor the inheritance of quantitative traits influenced by genotype and environmental conditions. To investigate genomic regions useful for breeding high-yielding and highly nutritious common bean (Phaseolus vulgaris L.) cultivars, a mini core collection of Turkish common bean germplasm was screened under five environments and two locations for seed traits (seed width, seed yield/plant (SYP), and hundred seed weight). The results of analysis of variance (ANOVA) across the environments revealed significant effects of genotypes and genotype by environment interaction (G x E) for all studied traits except hundred seed weight (HSW), where G x E was found nonsignificant. During this study, mean seed width, SYP, and HSW were 7.038 mm, 21.815 g, and 42.1 g, respectively. Pearson's correlation coefficient revealed a significant and positive correlation (p = 0.01) of seed width with SYP and HSW. At the provinces level, minimum and maximum HSW was reflected by Elazig and Bolu provinces, respectively. Studied germplasm was grouped into two populations in constellation analysis based on their HSW. A total of 7900 DArTseq markers identified through genotyping by sequencing (GBS) were used for the investigation of marker-trait association. DArT-3373385 marker present on chromosome Pv08 showed a significant association for seed width. DArT-8215545 marker showed a significant association for SYP and this marker was also present on chromosome Pv08. A total of four DArTseq markers were determined to be associated with HSW, and DArT-3372052 contributed maximum (11.32%) to phenotypic variations. We believe that the reported genomic regions will be helpful for future marker-assisted breeding regarding yield-related traits in common bean.