Max Planck Institute of Molecular Plant Physiology, 14476 Potsdam-Golm, Germany
Laboratory of Genetics, Wageningen University, 6708 PB Wageningen, The Netherlands.
Plant Cell. 2017 Oct;29(10):2349-2373. doi: 10.1105/tpc.17.00232. Epub 2017 Sep 27.
Central metabolism is a coordinated network that is regulated at multiple levels by resource availability and by environmental and developmental cues. Its genetic architecture has been investigated by mapping metabolite quantitative trait loci (QTL). A more direct approach is to identify enzyme activity QTL, which distinguishes between QTL in structural genes encoding enzymes and regulatory QTL. Using genome-wide association studies, we mapped QTL for 24 enzyme activities, nine metabolites, three structural components, and biomass in We detected strong -QTL for five enzyme activities. A QTL for UDP-glucose pyrophosphorylase activity in the promoter is maintained through balancing selection. Variation in acid invertase activity reflects multiple evolutionary events in the promoter and coding region of -QTL were also detected for ADP-glucose pyrophosphorylase, fumarase, and phosphoglucose isomerase activity. We detected many -QTL, including transcription factors, E3 ligases, protein targeting components, and protein kinases, and validated some by knockout analysis. -QTL are more frequent but tend to have smaller individual effects than -QTL. We detected many colocalized QTL, including a multitrait QTL on chromosome 4 that affects six enzyme activities, three metabolites, protein, and biomass. These traits are coordinately modified by different alleles, revealing a trade-off between metabolism and defense against biotic stress.
中心代谢是一个协调的网络,其受到资源可用性以及环境和发育线索的多种水平的调节。其遗传结构已经通过代谢产物数量性状基因座(QTL)作图进行了研究。一种更直接的方法是鉴定酶活性 QTL,它区分了编码酶的结构基因中的 QTL 和调节 QTL。使用全基因组关联研究,我们在中映射了 24 种酶活性、9 种代谢物、3 种结构成分和生物量的 QTL。我们检测到了 5 种酶活性的强 QTL。在启动子中,UDP-葡萄糖焦磷酸化酶活性的 QTL 是通过平衡选择维持的。酸性转化酶活性的变异反映了启动子和编码区的多个进化事件,并且在 ADP-葡萄糖焦磷酸化酶、延胡索酸酶和磷酸葡萄糖异构酶活性中也检测到了 QTL。我们检测到了许多 QTL,包括转录因子、E3 连接酶、蛋白质靶向成分和蛋白激酶,并通过敲除分析验证了一些。与 -QTL 相比,-QTL 更频繁,但个体效应往往较小。我们检测到许多共定位的 QTL,包括影响六种酶活性、三种代谢物、蛋白质和生物量的染色体 4 上的多性状 QTL。这些性状由不同的 等位基因协同修饰,揭示了代谢和防御生物胁迫之间的权衡。