USDA-Agricultural Research Service, Crop Improvement and Protection Research Unit, Salinas, CA, 93905, USA.
Department of Horticulture, University of Arkansas, Fayetteville, AR, 72701, USA.
Plant Genome. 2021 Jul;14(2):e20086. doi: 10.1002/tpg2.20086. Epub 2021 Feb 24.
Genetic diversity is an important resource in crop breeding to improve cultivars with desirable traits. Selective breeding can lead to a reduction of genetic diversity. However, our understanding on this subject remains limited in lettuce (Lactuca sativa L.). Genotyping-by-sequencing (GBS) can provide a reduced version of the genome as a cost-effective method to identify genetic variants across the genome. We genotyped a diverse set of 441 lettuce accessions using the GBS method. Phylogenetic and population genetic analyses indicated substantial genetic divergence among four horticultural types of lettuce: butterhead, crisphead, leaf, and romaine. Genetic-diversity estimates between and within the four types indicated that the crisphead type was the most differentiated from other types, whereas its population was the most homogenous with the slowest linkage disequilibrium (LD) decay among the four types. These results suggested that crisphead lettuces had relatively less genetic variation across the genome as well as low gene flow from other types. We identified putative selective sweep regions that showed low genetic variation in the crisphead type. Genome-wide association study (GWAS) and quantitative trait loci (QTL) analyses provided evidence that these genomic regions were, in part, associated with delayed bolting, implicating the positive selection of delayed bolting in reducing variation. Our findings enhance the current understanding of genetic diversity and the impacts of selective breeding on patterning genetic variation in lettuce.
遗传多样性是作物育种中提高具有理想性状品种的重要资源。选择性育种可能导致遗传多样性减少。然而,我们对生菜(Lactuca sativa L.)的这一主题的理解仍然有限。基因分型测序(GBS)可以作为一种经济有效的方法,提供基因组的简化版本,以识别整个基因组中的遗传变异。我们使用 GBS 方法对 441 份生菜进行了基因分型。系统发育和群体遗传分析表明,生菜的四个园艺类型之间存在很大的遗传差异:黄油头、脆头、叶和罗马生菜。四种类型之间和内部的遗传多样性估计表明,脆头类型与其他类型的分化最大,而其群体与其他类型相比最同质,连锁不平衡(LD)衰减最慢。这些结果表明,脆头生菜在整个基因组中具有相对较少的遗传变异,并且与其他类型的基因流较少。我们确定了在脆头类型中显示出低遗传变异的假定选择扫掠区域。全基因组关联研究(GWAS)和数量性状位点(QTL)分析提供的证据表明,这些基因组区域部分与延迟抽薹有关,这表明延迟抽薹的正选择减少了变异。我们的研究结果增强了对生菜遗传多样性和选择性育种对遗传变异模式影响的理解。