State Key Laboratory of Cotton Biology/Institute of Cotton Research, Chinese Academy of Agricultural Sciences (ICR, CAAS), P. O. Box 455000, Anyang, Henan, China.
Cotton Research Station, Ayub Agricultural Research Institute, Faisalabad, Pakistan.
BMC Genomics. 2018 Oct 29;19(1):776. doi: 10.1186/s12864-018-5129-4.
Heterosis, a multigenic complex trait extrapolated as sum total of many phenotypic features, is widely utilized phenomenon in agricultural crops for about a century. It is mainly focused on establishing vigorous cultivars with the fact that its deployment in crops necessitates the perspective of genomic impressions on prior selection for metric traits. In spite of extensive investigations, the actual mysterious genetic basis of heterosis is yet to unravel. Contemporary crop breeding is aimed at enhanced crop production overcoming former achievements. Leading cotton improvement programs remained handicapped to attain significant accomplishments.
In mentioned context, a comprehensive project was designed involving a large collection of cotton accessions including 284 lines, 5 testers along with their respective F hybrids derived from Line × Tester mating design were evaluated under 10 diverse environments. Heterosis, GCA and SCA were estimated from morphological and fiber quality traits by L × T analysis. For the exploration of elite marker alleles related to heterosis and to provide the material carrying such multiple alleles the mentioned three dependent variables along with trait phenotype values were executed for association study aided by microsatellites in mixed linear model based on population structure and linkage disequilibrium analysis. Highly significant 46 microsatellites were discovered in association with the fiber and yield related traits under study. It was observed that two-thirds of the highly significant associated microsatellites related to fiber quality were distributed on D sub-genome, including some with pleiotropic effect. Newly discovered 32 hQTLs related to fiber quality traits are one of prominent findings from current study. A set of 96 exclusively favorable alleles were discovered and C tester (A971Bt) posited a major contributor of these alleles primarily associated with fiber quality.
Hence, to uncover hidden facts lying within heterosis phenomenon, discovery of additional hQTLs is required to improve fibre quality. To grab prominent improvement in influenced fiber quality and yield traits, we suggest the A971 Bt cotton cultivar as fundamental element in advance breeding programs as a parent of choice.
杂种优势是一种多基因复杂性状,可以概括为许多表型特征的总和,在农业作物中已经被广泛应用了大约一个世纪。它主要集中在培育具有活力的品种上,因为在作物中的应用需要从基因组角度对度量性状进行选择前的考虑。尽管进行了广泛的研究,但杂种优势的实际神秘遗传基础尚未被揭示。当代作物育种的目标是在克服以前成就的基础上提高作物产量。领先的棉花改良计划仍然难以取得重大成果。
在提到的背景下,设计了一个综合项目,包括大量的棉花种质资源,包括 284 个系,5 个测验品种以及它们各自的 F1 杂种,这些杂种是通过系×测验种交配设计衍生的,在 10 个不同的环境下进行了评估。通过 L × T 分析,从形态和纤维质量性状中估计杂种优势、一般配合力和特殊配合力。为了探索与杂种优势相关的优秀标记等位基因,并为携带这些多等位基因的材料提供支持,根据群体结构和连锁不平衡分析,利用微卫星在混合线性模型中对上述三个因变量以及性状表型值进行了关联研究。在与研究相关的纤维和产量性状中发现了 46 个高度显著的微卫星与纤维质量相关。观察到,三分之二与纤维质量相关的高度显著相关微卫星分布在 D 亚基因组上,包括一些具有多效性的微卫星。在当前研究中发现的 32 个与纤维质量性状相关的新的 hQTL 是一个突出的发现。发现了一组 96 个独特的有利等位基因,C 测验品种(A971Bt)是这些主要与纤维质量相关的等位基因的主要贡献者。
因此,为了揭示杂种优势现象背后的隐藏事实,需要发现更多的 hQTL 来提高纤维质量。为了在受影响的纤维质量和产量性状方面取得显著的改进,我们建议将 A971Bt 棉花品种作为亲本选择的基本要素纳入先进的育种计划。