Integrating ATAC-seq and RNA-seq Reveals the Dynamics of Chromatin Accessibility and Gene Expression in Apple Response to Drought

被引:20
|
作者
Wang, Shicong [1 ]
He, Jieqiang [1 ]
Deng, Mengting [1 ]
Wang, Caixia [1 ]
Wang, Ruifeng [1 ]
Yan, Jinjiao [2 ]
Luo, Minrong [1 ]
Ma, Fengwang [1 ]
Guan, Qingmei [1 ]
Xu, Jidi [1 ]
机构
[1] Northwest Agr & Forestry Univ, Coll Hort, State Key Lab Crop Stress Biol Arid Areas, Shaanxi Key Lab Apple, Yangling 712100, Xianyang, Peoples R China
[2] Northwest Agr & Forestry Univ, Coll Forestry, Yangling 712100, Xianyang, Peoples R China
基金
中国国家自然科学基金;
关键词
apple; drought; chromatin accessibility; gene expression; ATAC-seq; RNA-seq; WRKY TRANSCRIPTION FACTORS; REMODELING ATPASE BRAHMA; ARABIDOPSIS-THALIANA; PLANT-RESPONSES; STRESS RESPONSES; TOLERANCE; PROTEINS; GROWTH; IDENTIFICATION; ALIGNMENT;
D O I
10.3390/ijms231911191
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Drought resistance in plants is influenced by multiple signaling pathways that involve various transcription factors, many target genes, and multiple types of epigenetic modifications. Studies on epigenetic modifications of drought focus on DNA methylation and histone modifications, with fewer on chromatin remodeling. Changes in chromatin accessibility can play an important role in abiotic stress in plants by affecting RNA polymerase binding and various regulatory factors. However, the changes in chromatin accessibility during drought in apples are not well understood. In this study, the landscape of chromatin accessibility associated with the gene expression of apple (GL3) under drought conditions was analyzed by Assay for Transposase Accessible Chromatin with high-throughput sequencing (ATAC-seq) and RNA-seq. Differential analysis between drought treatment and control identified 23,466 peaks of upregulated chromatin accessibility and 2447 peaks of downregulated accessibility. The drought-induced chromatin accessibility changed genes were mainly enriched in metabolism, stimulus, and binding pathways. By combining results from differential analysis of RNA-seq and ATAC-seq, we identified 240 genes with higher chromatin accessibility and increased gene expression under drought conditions that may play important functions in the drought response process. Among them, a total of nine transcription factor genes were identified, including ATHB7, HAT5, and WRKY26. These transcription factor genes are differentially expressed with different chromatin accessibility motif binding loci that may participate in apple response to drought by regulating downstream genes. Our study provides a reference for chromatin accessibility under drought stress in apples and the results will facilitate subsequent studies on chromatin remodelers and transcription factors.
引用
收藏
页数:20
相关论文
共 50 条
  • [11] Novel framework for systematically detecting alternative transcript initiation by integrating ATAC-seq and RNA-seq
    Choi, Hyo Young
    Choi, Won-Young
    Hayes, David N.
    CANCER RESEARCH, 2023, 83 (07)
  • [12] Using ATAC-seq and RNA-seq to increase resolution in GRN connectivity
    Lowe, Elijah K.
    Cuomo, Claudia
    Voronov, Danila
    Arnone, Maria I.
    ECHINODERMS, PT B, 2019, 151 : 115 - 126
  • [13] RNA-seq, ATAC-seq, and proteomic analysis of mammalian lens differentiation
    Cvekl, Ales
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 2018, 59 (09)
  • [14] Integration of ATAC-seq and RNA-seq Unravels Chromatin Accessibility during Sex Reversal in Orange-Spotted Grouper (Epinephelus coioides)
    Wu, Xi
    Yang, Yang
    Zhong, Chaoyue
    Guo, Yin
    Wei, Tengyu
    Li, Shuisheng
    Lin, Haoran
    Liu, Xiaochun
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2020, 21 (08)
  • [15] Protocol for assaying chromatin accessibility using ATAC-seq in plants
    Wang, Fu-Xiang
    Shang, Guan-Dong
    Wu, Lian-Yu
    Mai, Yan-Xia
    Gao, Jian
    Xu, Zhou-Geng
    Wang, Jia-Wei
    STAR PROTOCOLS, 2021, 2 (01):
  • [16] Integration of ATAC-Seq and RNA-Seq identifies the key genes in myocardial ischemia
    Yuan, Jing
    Wang, Jun-Meng
    Li, Zhi-Wei
    Zhang, Cheng-Shun
    Cheng, Bin
    Yang, Su-Hao
    Cai, Ding-Jun
    Yu, Shu-Guang
    GENES & DISEASES, 2023, 10 (01) : 62 - 64
  • [17] Investigation of the effects of phthalates on in vitro thyroid models with RNA-Seq and ATAC-Seq
    Nazzari, Marta
    Romitti, Mirian
    Hauser, Duncan
    Carvalho, Daniel J.
    Giselbrecht, Stefan
    Moroni, Lorenzo
    Costagliola, Sabine
    Caiment, Florian
    FRONTIERS IN ENDOCRINOLOGY, 2023, 14
  • [18] Characterization of epigenetic and transcriptional landscape in infantile hemangiomas with ATAC-seq and RNA-seq
    Li, Xueqing
    Chen, Yuanzheng
    Fu, Cong
    Li, Hongwen
    Yang, Kun
    Bi, Jianhai
    Huo, Ran
    EPIGENOMICS, 2020, 12 (11) : 893 - 905
  • [19] scReadSim: a single-cell RNA-seq and ATAC-seq read simulator
    Guanao Yan
    Dongyuan Song
    Jingyi Jessica Li
    Nature Communications, 14
  • [20] RNA-Seq and ATAC-Seq analyses reveal a global transcriptional and chromatin accessibility profiling of γδ T17 differentiation from mouse spleen
    Shi, Nanxi
    Zhang, Yawen
    Liang, Yunting
    Chen, Yiming
    Huang, Yu
    Xia, Xichun
    Liu, Zonghua
    Li, Zhenhua
    Huang, Fang
    IMMUNOBIOLOGY, 2023, 228 (05)