Gai Wenxian, Yuan Liangdan, Yang Fan, Ahiakpa John Kojo, Li Fangman, Ge Pingfei, Zhang Xingyu, Tao Jinbao, Wang Fei, Yang Yang, Zhang Yuyang
National Key Laboratory for Germplasm Innovation & Utilization of Horticultural Crops, Huazhong Agricultural University, Wuhan 430070, China.
College of Horticulture, Northwest A&F University, Yangling 712100, China.
Hortic Res. 2024 Mar 18;11(5):uhae070. doi: 10.1093/hr/uhae070. eCollection 2024 May.
Citric acid (CA) plays a crucial role as a fruit flavor enhancer and serves as a mediator in multiple metabolic pathways in tomato fruit development. Understanding factors influencing CA metabolism is essential for enhancing fruit flavor and CA-mediated biological processes. The accumulation of CA, however, is influenced by a complex interplay of genetic and environmental factors, leading to challenges in accurately predicting and regulating its levels. In this study, we conducted a genome-wide association study (GWAS) on CA, employing six landmark models based on genome-wide variations including structural variants, insertions and deletions, and single nucleotide polymorphisms. The identification of 11 high-confidence candidate genes was further facilitated by leveraging linkage disequilibrium and causal variants associated with CA. The transcriptome data from candidate genes were examined, revealing higher correlations between the expression of certain candidate genes and changes in CA metabolism. Three CA-associated genes exerted a positive regulatory effect on CA accumulation, while the remaining genes exhibited negative impacts based on gene cluster and correlation analyses. The CA content of tomatoes is primarily influenced by improvement sweeps with minimal influence from domestication sweeps in the long-term breeding history, as evidenced by population differentiation and variants distribution. The presence of various causal variants within candidate genes is implicated in the heterogeneity of CA content observed among the tomato accessions. This observation suggests a potential correlation between the number of alternative alleles and CA content. This study offers significant function-based markers that can be utilized in marker-assisted breeding, thereby enhancing their value and applicability.
柠檬酸(CA)作为一种水果风味增强剂发挥着关键作用,并且在番茄果实发育的多个代谢途径中充当介质。了解影响CA代谢的因素对于增强果实风味和CA介导的生物学过程至关重要。然而,CA的积累受到遗传和环境因素复杂相互作用的影响,这给准确预测和调节其水平带来了挑战。在本研究中,我们对CA进行了全基因组关联研究(GWAS),采用了六种基于全基因组变异的标志性模型,包括结构变异、插入和缺失以及单核苷酸多态性。通过利用与CA相关的连锁不平衡和因果变异,进一步促进了11个高可信度候选基因的鉴定。对候选基因的转录组数据进行了检查,揭示了某些候选基因的表达与CA代谢变化之间存在更高的相关性。基于基因簇和相关性分析,三个与CA相关的基因对CA积累产生了正向调节作用,而其余基因则表现出负面影响。番茄的CA含量主要受改良选择的影响,在长期育种历史中受驯化选择的影响最小,群体分化和变异分布证明了这一点。候选基因中各种因果变异的存在与番茄种质中观察到的CA含量异质性有关。这一观察结果表明替代等位基因的数量与CA含量之间可能存在相关性。本研究提供了可用于标记辅助育种的重要功能标记,从而提高了它们的价值和适用性。