Chromatin accessibility illuminates single-cell regulatory dynamics of rice root tips

被引:9
|
作者
Feng, Dan [1 ]
Liang, Zhe [1 ]
Wang, Yifan [1 ]
Yao, Jiaying [2 ]
Yuan, Zan [2 ]
Hu, Guihua [1 ]
Qu, Ruihong [1 ]
Xie, Shang [1 ]
Li, Dongwei [1 ]
Yang, Liwen [1 ]
Zhao, Xinai [3 ]
Ma, Yanfei [3 ]
Lohmann, Jan U. [3 ]
Gu, Xiaofeng [1 ]
机构
[1] Chinese Acad Agr Sci, Biotechnol Res Inst, Beijing 100081, Peoples R China
[2] Annoroad Gene Technol, Beijing 100176, Peoples R China
[3] Heidelberg Univ, Ctr Organismal Studies, D-69120 Heidelberg, Germany
基金
中国国家自然科学基金;
关键词
Rice; Root; Cell type; Chromatin accessibility; scATAC-seq; Developmental trajectory; Environmental stimulus; GENE; ATLAS;
D O I
10.1186/s12915-022-01473-2
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
BackgroundRoot development and function have central roles in plant adaptation to the environment. The modification of root traits has additionally been a major driver of crop performance since the green revolution; however, the molecular underpinnings and the regulatory programmes defining root development and response to environmental stress remain largely unknown. Single-cell reconstruction of gene regulatory programmes provides an important tool to understand the cellular phenotypic variation in complex tissues and their response to endogenous and environmental stimuli. While single-cell transcriptomes of several plant organs have been elucidated, the underlying chromatin landscapes associated with cell type-specific gene expression remain largely unexplored. ResultsTo comprehensively delineate chromatin accessibility during root development of an important crop, we applied single-cell ATAC-seq (scATAC-seq) to 46,758 cells from rice root tips under normal and heat stress conditions. Our data revealed cell type-specific accessibility variance across most of the major cell types and allowed us to identify sets of transcription factors which associate with accessible chromatin regions (ACRs). Using root hair differentiation as a model, we demonstrate that chromatin and gene expression dynamics during cell type differentiation correlate in pseudotime analyses. In addition to developmental trajectories, we describe chromatin responses to heat and identify cell type-specific accessibility changes to this key environmental stimulus. ConclusionsWe report chromatin landscapes during rice root development at single-cell resolution. Our work provides a framework for the integrative analysis of regulatory dynamics in this important crop organ at single-cell resolution.
引用
收藏
页数:12
相关论文
共 50 条
  • [1] Chromatin accessibility illuminates single-cell regulatory dynamics of rice root tips
    Dan Feng
    Zhe Liang
    Yifan Wang
    Jiaying Yao
    Zan Yuan
    Guihua Hu
    Ruihong Qu
    Shang Xie
    Dongwei Li
    Liwen Yang
    Xinai Zhao
    Yanfei Ma
    Jan U. Lohmann
    Xiaofeng Gu
    [J]. BMC Biology, 20
  • [2] Single-cell transcriptome atlas and chromatin accessibility landscape reveal differentiation trajectories in the rice root
    Tian-Qi Zhang
    Yu Chen
    Ye Liu
    Wen-Hui Lin
    Jia-Wei Wang
    [J]. Nature Communications, 12
  • [3] Single-cell chromatin accessibility reveals principles of regulatory variation
    Buenostro, Jason D.
    Wu, Beijing
    Litzenburger, Ulrike M.
    Ruff, Dave
    Gonzales, Michael L.
    Snyder, Michael P.
    Chang, Howard Y.
    Greenleaf, William J.
    [J]. NATURE, 2015, 523 (7561) : 486 - U264
  • [4] Single-cell transcriptome atlas and chromatin accessibility landscape reveal differentiation trajectories in the rice root
    Zhang, Tian-Qi
    Chen, Yu
    Liu, Ye
    Lin, Wen-Hui
    Wang, Jia-Wei
    [J]. NATURE COMMUNICATIONS, 2021, 12 (01)
  • [5] Single-cell chromatin accessibility reveals principles of regulatory variation
    Jason D. Buenrostro
    Beijing Wu
    Ulrike M. Litzenburger
    Dave Ruff
    Michael L. Gonzales
    Michael P. Snyder
    Howard Y. Chang
    William J. Greenleaf
    [J]. Nature, 2015, 523 : 486 - 490
  • [6] Dynamics and regulation of mitotic chromatin accessibility bookmarking at single-cell resolution
    Yu, Qiaoni
    Liu, Xu
    Fang, Jingwen
    Wu, Huihui
    Guo, Chuang
    Zhang, Wen
    Liu, Nianping
    Jiang, Chen
    Sha, Qing
    Yuan, Xiao
    Wang, Zhikai
    Qu, Kun
    [J]. SCIENCE ADVANCES, 2023, 9 (04)
  • [7] Spatially mapped single-cell chromatin accessibility
    Casey A. Thornton
    Ryan M. Mulqueen
    Kristof A. Torkenczy
    Andrew Nishida
    Eve G. Lowenstein
    Andrew J. Fields
    Frank J. Steemers
    Wenri Zhang
    Heather L. McConnell
    Randy L. Woltjer
    Anusha Mishra
    Kevin M. Wright
    Andrew C. Adey
    [J]. Nature Communications, 12
  • [8] Profiling Chromatin Accessibility at Single-cell Resolution
    Sarthak Sinha
    Ansuman T.Satpathy
    Weiqiang Zhou
    Hongkai Ji
    Jo A.Stratton
    Arzina Jaffer
    Nizar Bahlis
    Sorana Morrissy
    Jeff A.Biernaskie
    [J]. Genomics,Proteomics & Bioinformatics, 2021, 19 (02) : 172 - 190
  • [9] Profiling single-cell chromatin accessibility in plants
    Marand, Alexandre P.
    Zhang, Xuan
    Nelson, Julie
    dos Reis, Pedro Augusto Braga
    Schmitz, Robert J.
    [J]. STAR PROTOCOLS, 2021, 2 (03):
  • [10] Profiling Chromatin Accessibility at Single-cell Resolution
    Sinha, Sarthak
    Satpathy, Ansuman T.
    Zhou, Weiqiang
    Ji, Hongkai
    Stratton, Jo A.
    Jaffer, Arzina
    Bahlis, Nizar
    Morrissy, Sorana
    Biernaskie, Jeff A.
    [J]. GENOMICS PROTEOMICS & BIOINFORMATICS, 2021, 19 (02) : 172 - 190