Time-course transcriptome and WGCNA analysis revealed the drought response mechanism of two sunflower inbred lines

被引:20
|
作者
Wu, Yang [1 ]
Wang, Yaru [1 ]
Shi, Huimin [1 ]
Hu, Haibo [1 ]
Yi, Liuxi [1 ]
Hou, Jianhua [1 ]
机构
[1] Inner Mongolia Agr Univ, Agr Coll, Coll Agr, Hohhot, Peoples R China
来源
PLOS ONE | 2022年 / 17卷 / 04期
基金
中国国家自然科学基金;
关键词
HELIANTHUS-ANNUUS L; STRESS TOLERANCE; GENE-EXPRESSION; ABSCISIC-ACID; WATER-STRESS; GENOME-WIDE; ANTIOXIDATIVE ENZYMES; SIGNALING PATHWAYS; METHYL JASMONATE; MAIZE SEEDLINGS;
D O I
10.1371/journal.pone.0265447
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Drought is one of the most serious abiotic stress factors limiting crop yields. Although sunflower is considered a moderate drought-tolerant plant, drought stress still has a negative impact on sunflower yield as cultivation expands into arid regions. The extent of drought stress is varieties and time-dependent, however, the molecular response mechanisms of drought tolerance in sunflower with different varieties are still unclear. Here, we performed comparative physiological and transcriptome analyses on two sunflower inbred lines with different drought tolerance at the seedling stage. The analysis of nine physiological and biochemical indicators showed that the leaf surface area, leaf relative water content, and cell membrane integrity of drought tolerance inbred line were higher than those of drought-sensitive inbred line under drought stress, indicating that DT had stronger drought resistance. Transcriptome analyses identified 24,234 differentially expressed genes (DEGs). Gene ontology (GO) analysis showed the up-regulated genes were mainly enriched in gibberellin metabolism and rRNA processing, while the down-regulated genes were mainly enriched in cell-wall, photosynthesis, and terpene metabolism. Kyoto Encyclopedia of Genes and Genomes(KEGG) pathway analysis showed genes related to GABAergic synapse, ribosome biogenesis were up-regulated, while genes related with amino sugar and nucleotide sugar metabolism, starch and sucrose metabolism, photosynthesis were down-regulated. Mapman analysis revealed differences in plant hormone-signaling genes over time and between samples. A total of 1,311 unique putative transcription factors (TFs) were identified from all DEGs by iTAK, among which the high abundance of transcription factor families include bHLH, AP2/ERF, MYB, C2H2, etc. Weighted gene co-expression network analysis (WGCNA) revealed a total of 2,251 genes belonging to two modules(blue 4, lightslateblue), respectively, which were significantly associated with six traits. GO and KEGG enrichment analysis of these genes was performed, followed by visualization with Cytoscape software, and the top 20 Hub genes were screened using the CytoHubba plugin.
引用
收藏
页数:29
相关论文
共 50 条
  • [1] Analysis of drought response of sunflower inbred lines by chlorophyll a fluorescence induction kinetics
    Arslan, O.
    Nalcaiyi, A. S. Balkan
    Erdal, S. Culha
    Pekcan, V.
    Kaya, Y.
    Cicek, N.
    Ekmekci, Y.
    PHOTOSYNTHETICA, 2020, 58 (02) : 348 - 357
  • [2] Differential response of root proteome to drought stress in drought sensitive and tolerant sunflower inbred lines
    Ghaffari, Mehdi
    Toorchi, Mahmoud
    Valizadeh, Mostafa
    Komatsu, Setsuko
    FUNCTIONAL PLANT BIOLOGY, 2013, 40 (06) : 609 - 617
  • [3] Genome-wide transcriptome analysis of two maize inbred lines under drought stress
    Zheng, Jun
    Fu, Junjie
    Gou, Mingyue
    Huai, Junling
    Liu, Yunjun
    Jian, Min
    Huang, Quansheng
    Guo, Xiying
    Dong, Zhigang
    Wang, Hongzhi
    Wang, Guoying
    PLANT MOLECULAR BIOLOGY, 2010, 72 (4-5) : 407 - 421
  • [4] Genome-wide transcriptome analysis of two maize inbred lines under drought stress
    Jun Zheng
    Junjie Fu
    Mingyue Gou
    Junling Huai
    Yunjun Liu
    Min Jian
    Quansheng Huang
    Xiying Guo
    Zhigang Dong
    Hongzhi Wang
    Guoying Wang
    Plant Molecular Biology, 2010, 72 : 407 - 421
  • [5] Time-Course Analysis of Cyanobacterium Transcriptome: Detecting Oscillatory Genes
    Layana, Carla
    Diambra, Luis
    PLOS ONE, 2011, 6 (10):
  • [6] Water-stressed sunflower transcriptome analysis revealed important molecular markers involved in drought stress response and tolerance
    Sarazin, Vivien
    Duclercq, Jerome
    Guillot, Xavier
    Sangwan, Brigitte
    Sangwan, Rajbir S.
    ENVIRONMENTAL AND EXPERIMENTAL BOTANY, 2017, 142 : 45 - 53
  • [7] Transcriptome Time-Course Analysis in the Whole Period of Cotton Fiber Development
    Zhang, Juncheng
    Mei, Huan
    Lu, Hejun
    Chen, Rui
    Hu, Yan
    Zhang, Tianzhen
    FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [8] Novel analysis of the Harderian gland transcriptome response to Newcastle disease virus in two inbred chicken lines
    Deist, Melissa S.
    Gallardo, Rodrigo A.
    Bunn, David A.
    Kelly, Terra R.
    Dekkers, Jack C. M.
    Zhou, Huaijun
    Lamont, Susan J.
    SCIENTIFIC REPORTS, 2018, 8
  • [9] Novel analysis of the Harderian gland transcriptome response to Newcastle disease virus in two inbred chicken lines
    Melissa S. Deist
    Rodrigo A. Gallardo
    David A. Bunn
    Terra R. Kelly
    Jack C. M. Dekkers
    Huaijun Zhou
    Susan J. Lamont
    Scientific Reports, 8
  • [10] Comparative time-course transcriptome analysis in contrasting Carex rigescens genotypes in response to high environmental salinity
    Zhang, Kun
    Cui, Huiting
    Li, Mingna
    Xu, Yi
    Cao, Shihao
    Long, Ruicai
    Kang, Junmei
    Wang, Kehua
    Hu, Qiannan
    Sun, Yan
    ECOTOXICOLOGY AND ENVIRONMENTAL SAFETY, 2020, 194