Wang Ying, Wang Kaixuan, An Tanzhou, Tian Ze, Dun Xiaoling, Shi Jiaqin, Wang Xinfa, Deng Jinwu, Wang Hanzhong
Oil Crops Research Institute of the Chinses Academy of Agricultural Sciences, Key Laboratory of Biology and Genetic Improvement of Oil Crops, Ministry of Agriculture, Wuhan, China.
Hubei Hongshan Laboratory, Wuhan, China.
Front Plant Sci. 2022 Oct 28;13:1053459. doi: 10.3389/fpls.2022.1053459. eCollection 2022.
Branch architecture is an important factor influencing rapeseed planting density, mechanized harvest, and yield. However, its related genes and regulatory mechanisms remain largely unknown. In this study, branch angle (BA) and branch dispersion degree (BD) were used to evaluate branch architecture. Branch angle exhibited a dynamic change from an increase in the early stage to a gradual decrease until reaching a stable state. Cytological analysis showed that BA variation was mainly due to xylem size differences in the vascular bundle of the branch junction. The phenotypic analysis of 327 natural accessions revealed that BA in six environments ranged from 24.3° to 67.9°, and that BD in three environments varied from 4.20 cm to 21.4 cm, respectively. A total of 115 significant loci were detected through association mapping in three models (MLM, mrMLM, and FarmCPU), which explained 0.53%-19.4% of the phenotypic variations. Of them, 10 loci were repeatedly detected in different environments and models, one of which was verified as a stable QTL using a secondary segregation population. Totally, 1066 differentially expressed genes (DEGs) were identified between branch adaxial- and abaxial- sides from four extremely large or small BA/BD accessions through RNA sequencing. These DEGs were significantly enriched in the pathways related to auxin biosynthesis and transport as well as cell extension such as indole alkaloid biosynthesis, other glycan degradation, and fatty acid elongation. Four known candidate genes (), (), (), and () were identified by both GWAS and RNA-seq, all of which were involved in regulating the asymmetric distribution of auxins. Our identified association loci and candidate genes provide a theoretical basis for further study of gene cloning and genetic improvement of branch architecture.
分枝结构是影响油菜种植密度、机械化收获和产量的重要因素。然而,其相关基因和调控机制仍 largely 未知。本研究中,分枝角度(BA)和分枝离散度(BD)用于评估分枝结构。分枝角度呈现出从早期增加到逐渐减小直至达到稳定状态的动态变化。细胞学分析表明,BA 的变化主要是由于分枝连接处维管束中木质部大小差异所致。对 327 份自然种质的表型分析显示,六个环境中的 BA 范围为 24.3°至 67.9°,三个环境中的 BD 分别从 4.20 厘米变化到 21.4 厘米。通过三种模型(MLM、mrMLM 和 FarmCPU)的关联分析共检测到 115 个显著位点,这些位点解释了 0.53%至 19.4%的表型变异。其中,10 个位点在不同环境和模型中被重复检测到,其中一个位点使用次级分离群体被验证为稳定的 QTL。通过 RNA 测序,从四个 BA/BD 极大或极小的种质中鉴定出 1066 个分枝近轴侧和远轴侧之间的差异表达基因(DEGs)。这些 DEGs 在与生长素生物合成和运输以及细胞伸长相关的途径中显著富集,如吲哚生物碱生物合成、其他聚糖降解和脂肪酸延长。通过全基因组关联研究(GWAS)和 RNA 测序鉴定出四个已知候选基因()、()、()和(),所有这些基因都参与调节生长素的不对称分布。我们鉴定出的关联位点和候选基因为进一步研究分枝结构的基因克隆和遗传改良提供了理论基础。