Transcriptome and Metabolome Analyses Reveal New Insights into the Regulatory Mechanism of Head Milled Rice Rate
文献类型: 外文期刊
作者: Yang, Wu 1 ; Jiang, Xianya 2 ; Xie, Yuelan 2 ; Chen, Luo 1 ; Zhao, Junliang 1 ; Liu, Bin 1 ; Zhang, Shaohong 1 ; Liu, Dilin 1 ;
作者机构: 1.Guangdong Acad Agr Sci, Rice Res Inst, Guangdong Key Lab New Technol Rice Breeding, Guangdong Rice Engn Lab, Guangzhou 510640, Peoples R China
2.Yangjiang Inst Agr Sci, Yangjiang 529500, Peoples R China
关键词: rice; head milled rice rate (HMRR); differentially expressed genes (DEGs); metabolites
期刊名称:PLANTS-BASEL ( 影响因子:4.658; 五年影响因子:4.827 )
ISSN:
年卷期: 2022 年 11 卷 21 期
页码:
收录情况: SCI
摘要: The head milled rice rate (HMRR) is the most important trait of milling quality, which affects the final yield and quality of rice. However, few genes related to HMRR have been identified and the regulatory mechanism of HMRR remains elusive. In this study, we performed a comparative analysis integrating the transcriptome sequencing of developing seeds at the grain-filling stage and a metabolome analysis of brown rice between two groups of accessions with contrasting performances in HMRR. A total of 768 differentially expressed genes (DEGs) were identified between the transcriptome profiles of low-HMRR and high-HMRR accessions. In comparison to the high-HMRR accessions, 655 DEGs were up-regulated in the low-HMRR accessions, which was 4.79 folds higher than the number of down-regulated genes. These up-regulated DEGs were enriched in various metabolic and biosynthetic processes, oxidation reduction, phosphorylation, ion transport and ATP-related processes. However, the 113 down-regulated DEGs in the low-HMRR accessions were concentrated in carbohydrate metabolic processes, cell-death-related processes and defense response. Among the 30 differential metabolites, 20 and 10 metabolites were down-/up-regulated, respectively, in the accessions with low HMRR. In addition, 10 differential metabolites, including five metabolites of the shikimate pathway and five metabolites of the pyruvate pathway, were integrated into two separate pathways, starting from sucrose. Our global analysis of HMRR provides an invaluable resource for a better understanding of the molecular mechanism underlying the genetic regulation of HMRR.
- 相关文献
作者其他论文 更多>>
-
Genomic prediction with NetGP based on gene network and multi-omics data in plants
作者:Zhao, Longyang;Tang, Ping;Liu, Jianxiang;Xu, Zhi;Luo, Jinjing;Peng, Xin;Shen, Mengyuan;Wang, Chengrui;Zhao, Junliang;Zhou, Degui;Chen, Yibo;Liu, Qi;Peng, Xin;Shen, Mengyuan;Zhao, Junliang;Zhou, Degui;Chen, Yibo;Liu, Qi;Peng, Xin;Shen, Mengyuan;Zhao, Junliang;Zhou, Degui;Chen, Yibo;Liu, Qi;Peng, Xin;Shen, Mengyuan;Zhao, Junliang;Zhou, Degui;Chen, Yibo;Liu, Qi;Wang, Chengrui;Wang, Runfeng;Fan, Zhilan;Tang, Xiaoyan
关键词:genomic selection; feature selection; deep learning; multi-omics predictions; gene network
-
The role of pangenomics in orphan crop improvement
作者:Hu, Haifei;Zhao, Junliang;Hu, Haifei;Zhao, Junliang;Hu, Haifei;Zhao, Junliang;Thomas, William J. W.;Batley, Jacqueline;Edwards, David;Edwards, David
关键词:
-
Natural variation in CTF1 conferring cold tolerance at the flowering stage in rice
作者:Dong, Jingfang;Zhang, Shaohong;Hu, Haifei;Wang, Jian;Li, Risheng;Wu, Jing;Chen, Jiansong;Zhou, Lian;Ma, Yamei;Li, Wenhui;Nie, Shuai;Liu, Bin;Zhao, Junliang;Yang, Tifeng;Li, Risheng;Wu, Jing;Wang, Shaokui;Zhang, Guiquan
关键词:cold tolerance; QTL; single segment substitution line; haplotype analysis; functional site; rice
-
The Endosperm-Specific Gene OsEnS-42 Regulates Seed Vigor and Grain Quality
作者:Zheng, Minhua;Chen, Luo;Ma, Lukai;Sun, Wei;Zheng, Minhua;Hu, Xiaodan;Chen, Luo;Xing, Jiale;Nie, Shuai;Liu, Dilin;Yang, Wu;Liu, Wei;Li, Xiumei;Matthayatthaworn, Weerachai
关键词:rice; seed vigor; grain quality
-
Revealing Genomic Traits and Evolutionary Insights of Oryza officinalis from Southern China Through Genome Assembly and Transcriptome Analysis
作者:Chen, Can;Guo, Hui;Xia, Xiuzhong;Zhang, Zongqiong;Nong, Baoxuan;Feng, Rui;Liang, Shuhui;Liu, Jianhui;Li, Danting;Yang, Xinghai;Hu, Haifei;Zhao, Junliang;Nong, Baoxuan;Li, Danting;Yang, Xinghai;Liu, Boheng;Liu, Boheng
关键词:
Oryza officinalis ; CC genome; Genome sequencing; Evolution; Resistance -
Pangenome-Wide Association Study and Transcriptome Analysis Reveal a Novel QTL and Candidate Genes Controlling both Panicle and Leaf Blast Resistance in Rice
作者:Wang, Jian;Hu, Haifei;Zhang, Shaohong;Yang, Wu;Dong, Jingfang;Yang, Tifeng;Ma, Yamei;Zhou, Lian;Chen, Jiansong;Nie, Shuai;Liu, Chuanguang;Liu, Bin;Zhao, Junliang;Wang, Jian;Hu, Haifei;Zhang, Shaohong;Yang, Wu;Dong, Jingfang;Yang, Tifeng;Ma, Yamei;Zhou, Lian;Chen, Jiansong;Nie, Shuai;Liu, Chuanguang;Liu, Bin;Zhao, Junliang;Wang, Jian;Hu, Haifei;Zhang, Shaohong;Yang, Wu;Dong, Jingfang;Yang, Tifeng;Ma, Yamei;Zhou, Lian;Chen, Jiansong;Nie, Shuai;Liu, Chuanguang;Liu, Bin;Zhao, Junliang;Wang, Jian;Hu, Haifei;Zhang, Shaohong;Yang, Wu;Dong, Jingfang;Yang, Tifeng;Ma, Yamei;Zhou, Lian;Chen, Jiansong;Nie, Shuai;Liu, Chuanguang;Liu, Bin;Zhao, Junliang;Zhu, Xiaoyuan;Yang, Jianyuan;Zhu, Xiaoyuan;Yang, Jianyuan;Jiang, Xianya;Ning, Yuese
关键词:Rice; Blast resistance; Pangenome-wide association study; Transcriptomic analysis; Candidate genes
-
Haplotype-resolved genomes of octoploid species in Phyllanthaceae family reveal a critical role for polyploidization and hybridization in speciation
作者:Li, Fangping;Hou, Zhuangwei;Xu, Shiqiang;Li, Bin;Cai, Shike;Gu, Yan;Mei, Yu;Wang, Jihua;Li, Fangping;Liu, Jieying;Gan, Zhenpeng;Zhang, Xiufeng;Zhou, Xiaofan;Wang, Shaokui;Li, Fangping;Wang, Zefu;Hou, Zhuangwei;Han, Danlu;Hu, Haifei;Zhao, Junliang;Hu, Haifei;Zhao, Junliang;Hu, Haifei;Zhao, Junliang;Zhang, Jisen
关键词:Phyllanthaceae; chromosome-scale haplotype-resolved genome; octoploid species; speciation; polyploidization; hybridization



