Transcriptomic and Metabolomic Analysis Provides Insights into the Fruit Quality and Yield Improvement in Tomato under Soilless Substrate-Based Cultivation
文献类型: 外文期刊
第一作者: Guo, Jinghua
作者: Guo, Jinghua;Dong, Lingdi;Jiao, Yonggang;Shi, Linqi;Yang, Yubo;Kandel, Shyam L.;Shi, Ainong;Mou, Beiquan
作者机构:
关键词: tomato; Solanum lycopersicum; metabolomics; transcriptomics; metabolic pathway; fruit quality
期刊名称:AGRONOMY-BASEL ( 影响因子:3.949; 五年影响因子:4.117 )
ISSN:
年卷期: 2022 年 12 卷 4 期
页码:
收录情况: SCI
摘要: The effects of soilless substrate-based versus soil cultivation on overall fruit quality and yield in tomato (Solanum lycopersicum) were studied using the tomato cv. Zhonghua Lvbao. Experiments for tomato soilless cultivation were carried out under greenhouse conditions. Plant growth, fruit quality and yield, and physiologic traits were observed. RNA-seq and RT-PCR, as well as metabolomic analyses were performed to examine the expressed genes and metabolites under soilless substrate cultivation. The results showed that the plant height, stem diameter, and chlorophyll contents of tomato under substrate-based cultivation were increased by 37.3%, 19.8%, and 15.3%, respectively, compared with soil cultivation system. Leaf photosynthetic and transpiration rates, stomatal conductance, and root vitality of tomato, under substrate-based cultivation, increased by 29.0%, 21.2%, 43.9%, and 84.5%, respectively, compared with soil cultivation. The yield reached 7177.5 kg/667 m(2), and the relative yield increased by 10.1%, compared with soil cultivation. The contents of total soluble sugar, soluble solids, and vitamin C increased by 35.7%, 19.7%, and 18.2%, respectively, higher than those of soil cultivation in tomato fruits, while nitrate content and titratable acid decreased by 29.4% and 11.8%, respectively. Therefore, substrate-based-cultivation can increase production and improve tomato fruit quality and taste. We examined the expressed genes and metabolites to explore the molecular mechanism of plant growth and overall fruit quality improvement in substrate-based cultivation. A total of 476 differentially expressed genes were identified by transcriptomes profiling, of which 321 and 155 were significantly up- and down-regulated, respectively. The results of metabolomics analysis showed that 441 metabolites were detected, where 24 and 36 metabolites were up- and down-regulated, respectively. By combining analyses of transcriptomic and metabolic groups, genes and metabolites related to the fruit quality were mainly concentrated in the vitamin B6/ascorbic acid/aldonic acidmetabolism, and glycerophospholipid metabolic pathways. Therefore, substrate-based cultivation can elevate vitamin and soluble sugar contents and the expression of fruit flavor related genes, which lays an initial background for exploring the mechanism of substrate-based cultivation, in order to improve the quality of tomato in the future.
分类号:
- 相关文献
作者其他论文 更多>>
-
Effects of Double-Stranded RNA Degrading Nucleases on RNAi Efficiency in Beet Moth Spodoptera exigua (Lepidoptera: Noctuidae)
作者:Wang, Guandi;Wang, Qian;Liu, Wenrui;Wen, Jingxin;Yang, Yubo;Niu, Zhilong;Guo, Wei;Zhao, Dan;Guo, Wei
关键词:RNA interference; dsRNA stability; dsRNase;
Spodoptera exigua ; nanomaterial-mediated RNAi -
Genome-Wide Association Study and Genomic Prediction of Soybean Mosaic Virus Resistance
作者:He, Di;Wu, Xintong;Liu, Zhi;Yang, Qing;Shi, Xiaolei;Yan, Long;He, Di;Yan, Long;Song, Qijian;Shi, Ainong;Li, Dexiao
关键词:soybean mosaic virus (SMV); genome-wide association study (GWAS); genomic prediction (GP); quantitative trait locus (QTL); marker-assisted selection (MAS)
-
Transcriptome analysis reveals nutrient deprivation reduces nitrate content in lettuce (Lactuca sativa var. ramosa Hort.) and enhances nitrogen metabolism
作者:Zhang, Yingying;Liu, Xuena;La, Shikai;Wang, Mingjiao;Guo, Jinghua;Dong, Lingdi;Hu, Xu;Shi, Ainong
关键词:lettuce; nutrient deprivation; nitrate; N metabolism; transcriptome analysis
-
Identification of Loci and Candidate Genes Associated with Arginine Content in Soybean
作者:Ma, Jiahao;Yang, Qing;Yu, Cuihong;Liu, Zhi;Shi, Xiaolei;Wu, Xintong;Xu, Rongqing;Shen, Pengshuo;Yan, Long;Ma, Jiahao;Xu, Rongqing;Shen, Pengshuo;Zhang, Yuechen;Yu, Cuihong;Shi, Ainong
关键词:
Glycine max ; soybean; arginine; GWAS; genomic prediction; SNP -
Ability of Genomic Prediction to Bi-Parent-Derived Breeding Population Using Public Data for Soybean Oil and Protein Content
作者:Li, Chenhui;Li, Chenhui;Yang, Qing;Liu, Bingqiang;Shi, Xiaolei;Liu, Zhi;Yang, Chunyan;Zhang, Mengchen;Yan, Long;Wang, Tao;Xiao, Fuming;Shi, Ainong
关键词:soybean; protein content; oil content; GP; prediction ability; G-BLUP
-
Detection of Volatile Compounds and Their Contribution to the Nutritional Quality of Chinese and Japanese Welsh Onions (Allium fistulosum L.)
作者:Liu, Xuena;Guo, Jinghua;Liu, Xuena;Chen, Zijing;Xu, Kun;Xu, Kang
关键词:nutritional quality; sulfur compounds; volatile compounds; Welsh onion
-
Genome-wide association analysis and genomic prediction of salt tolerance trait in soybean germplasm
作者:Xu, Rongqing;Yang, Qing;Liu, Zhi;Shi, Xiaolei;Wu, Xintong;Chen, Yuehan;Du, Xinyu;Gao, Qiqi;He, Di;Yan, Long;Xu, Rongqing;Du, Xinyu;Tao, Peijun;Shi, Ainong
关键词:soybean; salt stress; genome-wide association study; genomic prediction; germplasm