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全基因组表达数量性状基因座(eQTL)分析揭示了甘薯块根中基因表达变异的调控结构。

Genome-wide analysis of expression quantitative trait loci (eQTLs) reveals the regulatory architecture of gene expression variation in the storage roots of sweet potato.

作者信息

Zhang Lei, Yu Yicheng, Shi Tianye, Kou Meng, Sun Jian, Xu Tao, Li Qiang, Wu Shaoyuan, Cao Qinghe, Hou Wenqian, Li Zongyun

机构信息

Jiangsu Key Laboratory of Phylogenomics and Comparative Genomics, School of Life Sciences, Jiangsu Normal University, Xuzhou, 221116 Jiangsu Province People's Republic of China.

Xuzhou Academy of Agricultural Sciences/Sweet Potato Research Institute, CAAS, Xuzhou, 221121 Jiangsu Province People's Republic of China.

出版信息

Hortic Res. 2020 Jun 1;7(1):90. doi: 10.1038/s41438-020-0314-4. eCollection 2020.

Abstract

Dissecting the genetic regulation of gene expression is critical for understanding phenotypic variation and species evolution. However, our understanding of the transcriptional variability in sweet potato remains limited. Here, we analyzed two publicly available datasets to explore the landscape of transcriptomic variations and its genetic basis in the storage roots of sweet potato. The comprehensive analysis identified a total of 724,438 high-confidence single nucleotide polymorphisms (SNPs) and 26,026 expressed genes. Expression quantitative trait locus (eQTL) analysis revealed 4408 eQTLs regulating the expression of 3646 genes, including 2261 local eQTLs and 2147 distant eQTLs. Two distant eQTL hotspots were found with target genes significantly enriched in specific functional classifications. By combining the information from regulatory network analyses, eQTLs and association mapping, we found that acts as a master regulator and is the major gene responsible for the activation of anthocyanin biosynthesis in the storage roots of sweet potato. Our study provides the first insight into the genetic architecture of genome-wide expression variation in sweet potato and can be used to investigate the potential effects of genetic variants on key agronomic traits in sweet potato.

摘要

剖析基因表达的遗传调控对于理解表型变异和物种进化至关重要。然而,我们对甘薯转录变异性的了解仍然有限。在这里,我们分析了两个公开可用的数据集,以探索甘薯块根中转录组变异的格局及其遗传基础。综合分析共鉴定出724,438个高可信度单核苷酸多态性(SNP)和26,026个表达基因。表达数量性状位点(eQTL)分析揭示了4408个调控3646个基因表达的eQTL,其中包括2261个本地eQTL和2147个远距离eQTL。发现了两个远距离eQTL热点,其靶基因在特定功能分类中显著富集。通过整合来自调控网络分析、eQTL和关联作图的信息,我们发现 作为一个主要调节因子,是负责激活甘薯块根中花青素生物合成的主要基因。我们的研究首次深入了解了甘薯全基因组表达变异的遗传结构,并可用于研究遗传变异对甘薯关键农艺性状的潜在影响。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/aa2f/7261777/4f28c4a521f7/41438_2020_314_Fig1_HTML.jpg

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