表达数量性状基因座
生物
数量性状位点
遗传建筑学
遗传学
基因
单核苷酸多态性
基因座(遗传学)
遗传变异
全基因组关联研究
转录组
基因表达调控
基因表达
关联映射
基因组
计算生物学
基因型
作者
Lei Zhang,Yicheng Yu,Tianye Shi,Meng Kou,Jian Sun,Tao Xu,Qiang Li,Shaoyuan Wu,Qinghe Cao,Wenqian Hou,Zongyun Li
标识
DOI:10.1038/s41438-020-0314-4
摘要
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 IbMYB1-2 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.
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