Transcriptome Co-expression Network and Metabolome Analysis Identifies Key Genes and Regulators of Proanthocyanidins Biosynthesis in Brown Cotton

被引:14
作者
Wang, Zhenzhen [1 ]
Zhang, Xiaomeng [1 ]
He, Shoupu [1 ,2 ,3 ]
Rehman, Abdul [2 ]
Jia, Yinhua [1 ]
Li, Hongge [1 ,2 ]
Pan, Zhaoe [1 ]
Geng, Xiaoli [1 ]
Gao, Qiong [1 ]
Wang, Liru [1 ]
Peng, Zhen [1 ,2 ,3 ]
Du, Xiongming [1 ,2 ,3 ]
机构
[1] Chinese Acad Agr Sci, Inst Cotton Res, State Key Lab Cotton Biol, Anyang, Peoples R China
[2] Zhengzhou Univ, State Key Lab Cotton Biol, Zhengzhou Res Base, Zhengzhou, Peoples R China
[3] Chinese Acad Agr Sci, Natl Nanfan Res Inst Sanya, Sanya, Peoples R China
基金
中国国家自然科学基金;
关键词
brown cotton; transcriptome; metabolome; flavonoid metabolism; yeast one-hybrid; FIBER COLOR; PIGMENTATION; QUALITY; YIELD;
D O I
10.3389/fpls.2021.822198
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Brown cotton fiber (BCF) is a unique raw material of naturally colored cotton (NCC). But characteristics of the regulatory gene network and metabolic components related to the proanthocyanidins biosynthesis pathway at various stages of its fiber development remain unclear. Here, the dynamic changes in proanthocyanidins biosynthesis components and transcripts in the BCF variety "Zong 1-61" and its white near-isogenic lines (NILs) "RT" were characterized at five fiber developmental stages (0, 5, 10, 15, and 20 days post-anthesis; DPA). Enrichment analysis of differentially expressed genes (DEGs), comparison of metabolome differences, and pathway enrichment analysis of a weighted gene correlation network analysis together revealed the dominant gene expression of flavonoid biosynthesis (FB), phenylpropanoid metabolisms, and some carbohydrate metabolisms at 15 or 20 DPA than white cotton. Eventually, 63 genes were identified from five modules putatively related to FB. Three R2R3-MYB and two bHLH transcription factors were predicted as the core genes. Further, GhANS, GhANR1, and GhUFGT2 were preliminarily regulated by GhMYB46, GhMYB6, and GhMYB3, respectively, according to yeast one-hybrid assays in vitro. Our findings provide an important transcriptional regulatory network of proanthocyanidins biosynthesis pathway and dynamic flavonoid metabolism profiles.
引用
收藏
页数:16
相关论文
共 42 条
[1]   MEME SUITE: tools for motif discovery and searching [J].
Bailey, Timothy L. ;
Boden, Mikael ;
Buske, Fabian A. ;
Frith, Martin ;
Grant, Charles E. ;
Clementi, Luca ;
Ren, Jingyuan ;
Li, Wilfred W. ;
Noble, William S. .
NUCLEIC ACIDS RESEARCH, 2009, 37 :W202-W208
[2]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[3]   Molecular analysis of structural genes involved in flavonoids biosynthesis in naturally colored cotton [J].
Canavar, Oner ;
Rausher, Mark D. .
CROP SCIENCE, 2021, 61 (02) :1117-1126
[4]   TBtools: An Integrative Toolkit Developed for Interactive Analyses of Big Biological Data [J].
Chen, Chengjie ;
Chen, Hao ;
Zhang, Yi ;
Thomas, Hannah R. ;
Frank, Margaret H. ;
He, Yehua ;
Xia, Rui .
MOLECULAR PLANT, 2020, 13 (08) :1194-1202
[5]   Inheritance of different fiber colors in cotton (Gossypium barbadense L.) [J].
de Carvalho, Luiz Paulo ;
Correia Farias, Francisco Jose ;
de Andrade Lima, Marleide Magalhaes ;
da Silva Rodrigues, Josiane Isabela .
CROP BREEDING AND APPLIED BIOTECHNOLOGY, 2014, 14 (04) :256-260
[6]   Breeding for high yield and fibre quality in coloured cotton [J].
Dutt, Y ;
Wang, XD ;
Zhu, YG ;
Li, YY .
PLANT BREEDING, 2004, 123 (02) :145-151
[7]  
Efe Lale, 2009, Pak J Biol Sci, V12, P1346, DOI 10.3923/pjbs.2009.1346.1352
[8]   Genetic effects and heterosis of the fibre colour and quality of brown cotton (Gossypium hirsutum) [J].
Feng, Hong-Jie ;
Sun, Jun-Ling ;
Wang, Jie ;
Jia, Ying-Hua ;
Zhang, Xin-Yu ;
Pang, Bao-Ying ;
Sun, Jie ;
Du, Xiong-Ming .
PLANT BREEDING, 2011, 130 (04) :450-456
[9]   The Negative Correlation between Fiber Color and Quality Traits Revealed by QTL Analysis [J].
Feng, Hongjie ;
Guo, Lixue ;
Wang, Gaskin ;
Sun, Junling ;
Pan, Zhaoe ;
He, Shoupu ;
Zhu, Heqin ;
Sun, Jie ;
Du, Xiongming .
PLOS ONE, 2015, 10 (06)
[10]   Molecular analysis of proanthocyanidins related to pigmentation in brown cotton fibre (Gossypium hirsutum L.) [J].
Feng, Hongjie ;
Li, Yanjun ;
Wang, Shaofang ;
Zhang, Liangliang ;
Liu, Yongchuang ;
Xue, Fei ;
Sun, Yuqiang ;
Wang, Yongmei ;
Sun, Jie .
JOURNAL OF EXPERIMENTAL BOTANY, 2014, 65 (20) :5759-5769