Ye Zhouchen, Yu Jing, Yan Wuping, Zhang Junfeng, Yang Dongmei, Yao Guanglong, Liu Zijin, Wu Yougen, Hou Xilin
College of Horticulture, Hainan University, Haikou, China.
State Key Laboratory of Crop Genetics & Germplasm Enhancement, Key Laboratory of Biology and Genetic Improvement of Horticultural Crops (East China), Ministry of Agriculture and Rural Affairs of the P.R. China, Engineering Research Center of Germplasm Enhancement and Utilization of Horticultural Crops, Ministry of Education of the P.R. China, Institute of Plasma Engineering, Nanjing, China.
Hortic Res. 2021 Jul 1;8(1):157. doi: 10.1038/s41438-021-00591-2.
Camellia oleifera (C. oleifera) is one of the four major woody oil-bearing crops in the world and has relatively high ecological, economic, and medicinal value. Its seeds undergo a series of complex physiological and biochemical changes during ripening, which is mainly manifested as the accumulation and transformation of certain metabolites closely related to oil quality, especially flavonoids and fatty acids. To obtain new insights into the underlying molecular mechanisms, a parallel analysis of the transcriptome and proteome profiles of C. oleifera seeds at different maturity levels was conducted using RNA sequencing (RNA-seq) and isobaric tags for relative and absolute quantification (iTRAQ) complemented with gas chromatography-mass spectrometry (GC-MS) data. A total of 16,530 transcripts and 1228 proteins were recognized with significant differential abundances in pairwise comparisons of samples at various developmental stages. Among these, 317 were coexpressed with a poor correlation, and most were involved in metabolic processes, including fatty acid metabolism, α-linolenic acid metabolism, and glutathione metabolism. In addition, the content of total flavonoids decreased gradually with seed maturity, and the levels of fatty acids generally peaked at the fat accumulation stage; these results basically agreed with the regulation patterns of genes or proteins in the corresponding pathways. The expression levels of proteins annotated as upstream candidates of phenylalanine ammonia-lyase (PAL) and chalcone synthase (CHS) as well as their cognate transcripts were positively correlated with the variation in the flavonoid content, while shikimate O-hydroxycinnamoyltransferase (HCT)-encoding genes had the opposite pattern. The increase in the abundance of proteins and mRNAs corresponding to alcohol dehydrogenase (ADH) was associated with a reduction in linoleic acid synthesis. Using weighted gene coexpression network analysis (WGCNA), we further identified six unique modules related to flavonoid, oil, and fatty acid anabolism that contained hub genes or proteins similar to transcription factors (TFs), such as MADS intervening keratin-like and C-terminal (MIKC_MADS), type-B authentic response regulator (ARR-B), and basic helix-loop-helix (bHLH). Finally, based on the known metabolic pathways and WGCNA combined with the correlation analysis, five coexpressed transcripts and proteins composed of cinnamyl-alcohol dehydrogenases (CADs), caffeic acid 3-O-methyltransferase (COMT), flavonol synthase (FLS), and 4-coumarate: CoA ligase (4CL) were screened out. With this exploratory multiomics dataset, our results presented a dynamic picture regarding the maturation process of C. oleifera seeds on Hainan Island, not only revealing the temporal specific expression of key candidate genes and proteins but also providing a scientific basis for the genetic improvement of this tree species.
油茶(Camellia oleifera)是世界四大木本油料作物之一,具有较高的生态、经济和药用价值。其种子在成熟过程中会经历一系列复杂的生理生化变化,主要表现为与油质密切相关的某些代谢物的积累和转化,尤其是黄酮类化合物和脂肪酸。为了深入了解其潜在的分子机制,利用RNA测序(RNA-seq)和相对与绝对定量等压标签(iTRAQ)并结合气相色谱-质谱(GC-MS)数据,对不同成熟度水平的油茶种子转录组和蛋白质组图谱进行了平行分析。在各个发育阶段样本的成对比较中,共识别出16530个转录本和1228个蛋白质具有显著差异丰度。其中,317个基因共表达且相关性较差,大多数参与代谢过程,包括脂肪酸代谢、α-亚麻酸代谢和谷胱甘肽代谢。此外,总黄酮含量随种子成熟度逐渐降低,脂肪酸含量一般在脂肪积累阶段达到峰值;这些结果与相应途径中基因或蛋白质的调控模式基本一致。注释为苯丙氨酸解氨酶(PAL)和查尔酮合酶(CHS)上游候选基因的蛋白质及其同源转录本的表达水平与黄酮类化合物含量的变化呈正相关,而莽草酸O-羟基肉桂酰转移酶(HCT)编码基因则呈现相反的模式。与乙醇脱氢酶(ADH)相对应的蛋白质和mRNA丰度的增加与亚油酸合成的减少有关。利用加权基因共表达网络分析(WGCNA),我们进一步鉴定出六个与黄酮类化合物、油脂和脂肪酸合成代谢相关的独特模块,这些模块包含与转录因子(TFs)相似的枢纽基因或蛋白质,如MADS中间角蛋白样和C末端(MIKC_MADS)、B型真实响应调节因子(ARR-B)和基本螺旋-环-螺旋(bHLH)。最后,基于已知代谢途径以及WGCNA结合相关性分析,筛选出由肉桂醇脱氢酶(CADs)、咖啡酸3-O-甲基转移酶(COMT)、黄酮醇合酶(FLS)和4-香豆酸:辅酶A连接酶(4CL)组成的五个共表达转录本和蛋白质。通过这个探索性的多组学数据集,我们的结果展示了海南岛油茶种子成熟过程的动态图景,不仅揭示了关键候选基因和蛋白质的时间特异性表达,也为该树种的遗传改良提供了科学依据。