Comprehensive transcriptome analysis reveals heat-responsive genes in flowering Chinese cabbage (Brassica campestris L. ssp. chinensis) using RNA sequencing

被引:5
作者
Ikram, Muhammad [1 ]
Chen, Jingfang [1 ]
Xia, Yanshi [1 ]
Li, Ronghua [1 ]
Siddique, Kadambot H. M. [2 ]
Guo, Peiguo [1 ]
机构
[1] Guangzhou Univ, Int Crop Res Ctr Stress Resistance, Sch Life Sci, Guangdong Prov Key Lab Plant Adaptat & Mol Design, Guangzhou, Peoples R China
[2] Univ Western Australia, UWA Inst Agr, UWA Sch Agr & Environm, Perth, WA, Australia
关键词
heat stress; transcriptome; differentially expressed genes; cluster analysis; flowering chinese cabbage; RT-qPCR; STRESS TOLERANCE; CLIMATE-CHANGE; KINASE GENE; ARABIDOPSIS; FAMILY; IDENTIFICATION; RICE; TEMPERATURE; EXPRESSION; TOMATO;
D O I
10.3389/fpls.2022.1077920
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Flowering Chinese cabbage (Brassica campestris L. ssp. chinensis var. utilis Tsen et Lee, 2n=20, AA) is a vegetable species in southern parts of China that faces high temperatures in the summer and winter seasons. While heat stress adversely impacts plant productivity and survival, the underlying molecular and biochemical causes are poorly understood. This study investigated the gene expression profiles of heat-sensitive (HS) '3T-6' and heat-tolerant (HT) 'Youlu-501' varieties of flowering Chinese cabbage in response to heat stress using RNA sequencing. Among the 37,958 genes expressed in leaves, 20,680 were differentially expressed genes (DEGs) at 1, 6, and 12 h, with 1,078 simultaneously expressed at all time points in both varieties. Hierarchical clustering analysis identified three clusters comprising 1,958, 556, and 591 down-regulated, up-regulated, and up- and/or down-regulated DEGs (3205 DEGs; 8.44%), which were significantly enriched in MAPK signaling, plant-pathogen interactions, plant hormone signal transduction, and brassinosteroid biosynthesis pathways and involved in stimulus, stress, growth, reproductive, and defense responses. Transcription factors, including MYB (12), NAC (13), WRKY (11), ERF (31), HSF (17), bHLH (16), and regulatory proteins such as PAL, CYP450, and photosystem II, played an essential role as effectors of homeostasis, kinases/phosphatases, and photosynthesis. Among 3205 DEGs, many previously reported genes underlying heat stress were also identified, e.g., BraWRKY25, BraHSP70, BraHSPB27, BraCYP71A23, BraPYL9, and BraA05g032350.3C. The genome-wide comparison of HS and HT provides a solid foundation for understanding the molecular mechanisms of heat tolerance in flowering Chinese cabbage.
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页数:16
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共 90 条
[61]   SMRT and Illumina RNA sequencing reveal novel insights into the heat stress response and crosstalk with leaf senescence in tall fescue [J].
Qian, Yiguang ;
Cao, Liwen ;
Zhang, Qiang ;
Amee, Maurice ;
Chen, Ke ;
Chen, Liang .
BMC PLANT BIOLOGY, 2020, 20 (01)
[62]   Genome-wide association study of heat stresstolerance traits in spring-type Brassica napus L. under controlled conditions [J].
Rahaman, Mizanur ;
Mamidi, Sujan ;
Rahman, Mukhlesur .
CROP JOURNAL, 2018, 6 (02) :115-125
[63]   Insight into abscisic acid perception and signaling to increase plant tolerance to abiotic stress [J].
Rehman, Abdul ;
Azhar, Muhammad Tehseen ;
Hinze, Lori ;
Qayyum, Abdul ;
Li, Hongge ;
Peng, Zhen ;
Qin, Guangyong ;
Jia, Yinhua ;
Pan, Zhaoe ;
He, Shoupu ;
Du, Xiongming .
JOURNAL OF PLANT INTERACTIONS, 2021, 16 (01) :222-237
[64]   Importance of N source on heat stress tolerance due to the accumulation of proline and quaternary ammonium compounds in tomato plants [J].
Rivero, RM ;
Ruiz, JM ;
Romero, LM .
PLANT BIOLOGY, 2004, 6 (06) :702-707
[65]   Rice mitogen-activated protein kinase gene family and its role in biotic and abiotic stress response [J].
Rohila, Jai S. ;
Yang, Yinong .
JOURNAL OF INTEGRATIVE PLANT BIOLOGY, 2007, 49 (06) :751-759
[66]   Assessing agricultural risks of climate change in the 21st century in a global gridded crop model intercomparison [J].
Rosenzweig, Cynthia ;
Elliott, Joshua ;
Deryng, Delphine ;
Ruane, Alex C. ;
Mueller, Christoph ;
Arneth, Almut ;
Boote, Kenneth J. ;
Folberth, Christian ;
Glotter, Michael ;
Khabarov, Nikolay ;
Neumann, Kathleen ;
Piontek, Franziska ;
Pugh, Thomas A. M. ;
Schmid, Erwin ;
Stehfest, Elke ;
Yang, Hong ;
Jones, James W. .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2014, 111 (09) :3268-3273
[67]   The plant heat stress transcription factor (Hsf) family: Structure, function and evolution [J].
Scharf, Klaus-Dieter ;
Berberich, Thomas ;
Ebersberger, Ingo ;
Nover, Lutz .
BIOCHIMICA ET BIOPHYSICA ACTA-GENE REGULATORY MECHANISMS, 2012, 1819 (02) :104-119
[68]   Genome wide transcriptome analysis reveals vital role of heat responsive genes in regulatory mechanisms of lentil (Lens culinaris Medikus) [J].
Singh, Dharmendra ;
Singh, Chandan Kumar ;
Taunk, Jyoti ;
Jadon, Vasudha ;
Pal, Madan ;
Gaikwad, Kishor .
SCIENTIFIC REPORTS, 2019, 9 (1)
[69]   Physiological and molecular responses of two Chinese cabbage genotypes to heat stress [J].
Song, Q. ;
Yang, F. ;
Cui, B. ;
Li, J. ;
Zhang, Y. ;
Li, H. ;
Qiu, N. ;
Wang, F. ;
Gao, J. .
BIOLOGIA PLANTARUM, 2019, 63 :548-555
[70]   Comparative analysis of long noncoding RNAs in angiosperms and characterization of long noncoding RNAs in response to heat stress in Chinese cabbage [J].
Song, Xiaoming ;
Hu, Jingjing ;
Wu, Tong ;
Yang, Qihang ;
Feng, Xuehuan ;
Lin, Hao ;
Feng, Shuyan ;
Cui, Chunlin ;
Yu, Ying ;
Zhou, Rong ;
Gong, Ke ;
Yu, Tong ;
Pei, Qiaoying ;
Li, Nan .
HORTICULTURE RESEARCH, 2021, 8 (01)