Centro de Pesquisa em Recursos Genéticos Vegetais, Instituto Agronômico (IAC), Campinas, São Paulo 13075-630, Brazil.
Centro de Grãos e Fibras, Instituto Agronômico (IAC), Campinas, São Paulo 13075-630, Brazil.
Genes (Basel). 2020 Oct 30;11(11):1298. doi: 10.3390/genes11111298.
Brazil is the largest consumer and third highest producer of common beans ( L.) worldwide. Since the 1980s, the commercial Carioca variety has been the most consumed in Brazil, followed by Black and Special beans. The present study evaluates genetic diversity and population structure of 185 Brazilian common bean cultivars using 2827 high-quality single-nucleotide polymorphisms (SNPs). The Andean allelic introgression in the Mesoamerican accessions was investigated, and a Carioca panel was tested using an association mapping approach. The results distinguish the Mesoamerican from the Andean accessions, with a prevalence of Mesoamerican accessions (94.6%). When considering the commercial classes, low levels of genetic differentiation were seen, and the Carioca group showed the lowest genetic diversity. However, gain in gene diversity and allelic richness was seen for the modern Carioca cultivars. A set of 1060 'diagnostic SNPs' that show alternative alleles between the pure Mesoamerican and Andean accessions were identified, which allowed the identification of Andean allelic introgression events and shows that there are putative introgression segments in regions enriched with resistance genes. Finally, genome-wide association studies revealed SNPs significantly associated with flowering time, pod maturation, and growth habit, showing that the Carioca Association Panel represents a powerful tool for crop improvements.
巴西是全球最大的普通豆(菜豆)消费国和第三大生产国。自 20 世纪 80 年代以来,商业 carioca 品种一直是巴西消费最多的品种,其次是黑豆和特殊豆。本研究利用 2827 个高质量的单核苷酸多态性(SNP)评估了 185 个巴西普通豆品种的遗传多样性和群体结构。研究调查了安第斯等位基因在中美洲种质中的渗入情况,并采用关联作图方法对 carioca 群体进行了测试。结果将中美洲种质与安第斯种质区分开来,中美洲种质占优势(94.6%)。考虑到商业品种,遗传分化程度较低,而 carioca 组的遗传多样性最低。然而,现代 carioca 品种的基因多样性和等位基因丰富度有所增加。确定了 1060 个“诊断 SNP”,这些 SNP 在纯中美洲和安第斯种质之间显示出替代等位基因,这允许鉴定安第斯等位基因的渗入事件,并表明在富含抗性基因的区域存在假定的渗入片段。最后,全基因组关联研究揭示了与开花时间、豆荚成熟和生长习性显著相关的 SNP,表明 carioca 关联群体是作物改良的有力工具。