Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Horticultural Crops of the Ministry of Agriculture, Sino-Dutch Joint Laboratory of Horticultural Genomics, Beijing, China.
Beijing Vegetable Research Center, Beijing Academy of Agriculture and Forestry Sciences, National Engineering Research Center for Vegetables, Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (North China), Ministry of Agriculture, P. R. China, Beijing, 100097, China.
Sci Rep. 2020 Feb 11;10(1):2328. doi: 10.1038/s41598-020-58916-5.
Anthocyanins have strong antioxidant activity and are believed to be healthy for human beings. The Brassica rapa L. ssp. chinensis var. purpurea "Zicaitai" is rich in anthocyanins. We constructed an F population of Zicaitai and "Caixin" (Brassica rapa ssp. parachinensis) and it shows clear segregation of the purple phenotype (i.e., variation in anthocyanin enrichment). Here, quantitative trait locus (QTL)-Seq was performed with two sample groups from the F population: one exhibiting an intense purple phenotype and the other showed a completely green phenotype. The results showed that the QTL-Seq and linkage analysis located different major loci. This indicates that there are two major genetic factors that plays different roles in regulating anthocyanin enrichment in Zicaitai. This was further supported by the data simulation of an in silico F population that QTL-Seq and linkage analysis can locate different major loci. Furthermore, the draft genomes of the two parents (Zicaitai and Caixin) were assembled and utilized to search for mutations in candidate genes. A ~100-bp insertion was found in the third exon of gene BrMYBL2.1 in Zicaitai. BrMYBL2.1 is a negative regulator of anthocyanin biosynthesis, while BrEGL3.2-previously located by linkage mapping-is a positive regulator. For these populations with multiple genes contributing large effects to a trait, a strategy of low depth re-sequencing of F individuals followed by QTL-Seq analysis with the free combination of sample groups is proposed. Furthermore, draft-sequence assembly of parental genomes together with QTL mapping is suggested as an efficient means for fine-mapping genes rapidly in segregating populations.
花青素有很强的抗氧化活性,被认为对人类健康有益。紫甘蓝亚种白菜(var. purpurea "Zicaitai")富含花青素。我们构建了 Zicaitai 和 "菜心"(芸薹亚种白菜)的 F 群体,其表现出明显的紫色表型(即花青素富集的变化)分离。在这里,我们对 F 群体的两个样本组进行了数量性状位点(QTL)-Seq 分析:一组表现出强烈的紫色表型,另一组表现出完全的绿色表型。结果表明,QTL-Seq 和连锁分析定位到不同的主基因座。这表明有两个主要的遗传因素在调节 Zicaitai 中花青素的富集中起着不同的作用。这进一步得到了虚拟 F 群体数据模拟的支持,即 QTL-Seq 和连锁分析可以定位到不同的主基因座。此外,我们对两个亲本(Zicaitai 和菜心)的基因组草案进行了组装,并利用候选基因搜索突变。在 Zicaitai 的 BrMYBL2.1 基因的第三外显子中发现了一个约 100bp 的插入。BrMYBL2.1 是花青素生物合成的负调控因子,而 BrEGL3.2-先前通过连锁作图定位-是一个正调控因子。对于这些有多个基因对一个性状有大效应的群体,我们提出了一种策略,即用 F 个体的低深度重测序,然后结合样本组的自由组合进行 QTL-Seq 分析。此外,建议将亲本基因组的草案序列组装与 QTL 作图相结合,作为在分离群体中快速精细定位基因的有效手段。