Naveed Salman, Gandhi Nitant, Billings Grant, Jones Zachary, Campbell B Todd, Jones Michael, Rustgi Sachin
Department of Plant and Environmental Sciences, Clemson University Pee Dee Research and Education Center, Florence, SC 29506, USA.
Department of Crop & Soil Sciences, North Carolina State University, Raleigh, NC 27695, USA.
Int J Mol Sci. 2023 Sep 16;24(18):14174. doi: 10.3390/ijms241814174.
Cotton ( spp.) is the primary source of natural textile fiber in the U.S. and a major crop in the Southeastern U.S. Despite constant efforts to increase the cotton fiber yield, the yield gain has stagnated. Therefore, we undertook a novel approach to improve the cotton fiber yield by altering its growth habit from perennial to annual. In this effort, we identified genotypes with high-expression alleles of five floral induction and meristem identity genes (, , , , and ) from an Upland cotton mini-core collection and crossed them in various combinations to develop cotton lines with annual growth habit, optimal flowering time, and enhanced productivity. To facilitate the characterization of genotypes with the desired combinations of stacked alleles, we identified molecular markers associated with the gene expression traits via genome-wide association analysis using a 63 K SNP Array. Over 14,500 SNPs showed polymorphism and were used for association analysis. A total of 396 markers showed associations with expression traits. Of these 396 markers, 159 were mapped to genes, 50 to untranslated regions, and 187 to random genomic regions. Biased genomic distribution of associated markers was observed where more trait-associated markers mapped to the cotton D sub-genome. Many quantitative trait loci coincided at specific genomic regions. This observation has implications as these traits could be bred together. The analysis also allowed the identification of candidate regulators of the expression patterns of these floral induction and meristem identity genes whose functions will be validated.
棉花(棉属)是美国天然纺织纤维的主要来源,也是美国东南部的主要作物。尽管人们不断努力提高棉花纤维产量,但产量增长已停滞不前。因此,我们采用了一种新方法,通过将棉花的生长习性从多年生改为一年生,来提高棉花纤维产量。在这项工作中,我们从陆地棉微型核心种质库中鉴定出具有五个成花诱导和分生组织特征基因(、、、和)高表达等位基因的基因型,并将它们以各种组合进行杂交,以培育出具有一年生生长习性、最佳开花时间和更高生产力的棉花品系。为了便于对具有所需叠加等位基因组合的基因型进行表征,我们使用63K SNP芯片通过全基因组关联分析鉴定了与基因表达性状相关的分子标记。超过14500个SNP显示出多态性,并用于关联分析。共有396个标记与表达性状相关。在这396个标记中,159个被定位到基因,50个被定位到非翻译区,187个被定位到随机基因组区域。观察到相关标记的基因组分布存在偏差,更多与性状相关的标记被定位到棉花D亚基因组。许多数量性状位点在特定基因组区域重合。这一观察结果具有重要意义,因为这些性状可以一起培育。该分析还使得能够鉴定这些成花诱导和分生组织特征基因表达模式的候选调控因子,其功能将得到验证。