Zhang Chi, Li Libei, Liu Qibao, Gu Lijiao, Huang Jianqin, Wei Hengling, Wang Hantao, Yu Shuxun
College of Agronomy, Northwest A&F University, Yangling, China.
State Key Laboratory of Subtropical Silviculture, Zhejiang A & F University, Lin'an, China.
Front Plant Sci. 2019 Feb 5;10:53. doi: 10.3389/fpls.2019.00053. eCollection 2019.
Fiber length (FL) is an important fiber quality trait in cotton. Although many fiber quality quantitative trait loci (QTL) responsible for FL have been identified, most cannot be applied to breeding programs, mainly due to unstable environments or large confidence intervals. In this study, we combined a genome-wide association study (GWAS) and linkage mapping to identify and validate high-quality QTLs responsible for FL. For the GWAS, we developed 93,250 high-quality single-nucleotide polymorphism (SNP) markers based on 355 accessions, and the FL was measured in eight different environments. For the linkage mapping, we constructed an population from two extreme accessions. The high-density linkage maps spanned 3,848.29 cM, with an average marker interval of 1.41 cM. In total, 14 and 13 QTLs were identified in the association and linkage mapping analyses, respectively. Most importantly, a major QTL on chromosome D03 identified in both populations explained more than 10% of the phenotypic variation (PV). Furthermore, we found that a sucrose synthesis-related gene () was associated with FL in this QTL region. The RNA-seq data showed that was highly expressed during the fiber development stage, and the qRT-PCR analysis showed significant expression differences between the long fiber and short fiber varieties. These results suggest that may determine cotton fiber elongation by regulating the synthesis of sucrose. Favorable QTLs and candidate genes should be useful for increasing fiber quality in cotton breeding.
纤维长度(FL)是棉花中一项重要的纤维品质性状。尽管已经鉴定出许多负责FL的纤维品质数量性状位点(QTL),但大多数无法应用于育种计划,主要是由于环境不稳定或置信区间较大。在本研究中,我们结合全基因组关联研究(GWAS)和连锁图谱分析来鉴定和验证负责FL的高质量QTL。对于GWAS,我们基于355份材料开发了93,250个高质量单核苷酸多态性(SNP)标记,并在八个不同环境中测量了FL。对于连锁图谱分析,我们从两个极端材料构建了一个群体。高密度连锁图谱跨度为3,848.29 cM,平均标记间隔为1.41 cM。在关联分析和连锁图谱分析中分别总共鉴定出14个和13个QTL。最重要的是,在两个群体中均鉴定出的位于D03染色体上的一个主要QTL解释了超过10%的表型变异(PV)。此外,我们发现该QTL区域中有一个与蔗糖合成相关的基因()与FL相关。RNA测序数据表明该基因在纤维发育阶段高度表达,qRT-PCR分析表明长纤维和短纤维品种之间存在显著的表达差异。这些结果表明该基因可能通过调节蔗糖合成来决定棉花纤维的伸长。有利的QTL和候选基因应有助于提高棉花育种中的纤维品质。