Determinants of transcription factor regulatory range

被引:0
|
作者
Chen-Hao Chen
Rongbin Zheng
Collin Tokheim
Xin Dong
Jingyu Fan
Changxin Wan
Qin Tang
Myles Brown
Jun S. Liu
Clifford A. Meyer
X. Shirley Liu
机构
[1] Dana-Farber Cancer Institute. Harvard T.H. Chan School of Public Health,Department of Data Sciences
[2] Biological and Biomedical Science Program,Department of Medical Oncology
[3] Harvard Medical School,Department of Statistics
[4] Center for Functional Cancer Epigenetics,undefined
[5] Dana-Farber Cancer Institute,undefined
[6] Clinical Translational Research Center,undefined
[7] Shanghai Pulmonary Hospital,undefined
[8] School of Life Sciences and Technology,undefined
[9] Tongji University,undefined
[10] Dana-Farber Cancer Institute,undefined
[11] Harvard Medical School,undefined
[12] Harvard University,undefined
来源
关键词
D O I
暂无
中图分类号
学科分类号
摘要
Characterization of the genomic distances over which transcription factor (TF) binding influences gene expression is important for inferring target genes from TF chromatin immunoprecipitation followed by sequencing (ChIP-seq) data. Here we systematically examine the relationship between thousands of TF and histone modification ChIP-seq data sets with thousands of gene expression profiles. We develop a model for integrating these data, which reveals two classes of TFs with distinct ranges of regulatory influence, chromatin-binding preferences, and auto-regulatory properties. We find that the regulatory range of the same TF bound within different topologically associating domains (TADs) depend on intrinsic TAD properties such as local gene density and G/C content, but also on the TAD chromatin states. Our results suggest that considering TF type, binding distance to gene locus, as well as chromatin context is important in identifying implicated TFs from GWAS SNPs.
引用
收藏
相关论文
共 50 条
  • [1] Determinants of transcription factor regulatory range
    Chen, Chen-Hao
    Zheng, Rongbin
    Tokheim, Collin
    Dong, Xin
    Fan, Jingyu
    Wan, Changxin
    Tang, Qin
    Brown, Myles
    Liu, Jun S.
    Meyer, Clifford A.
    Liu, X. Shirley
    NATURE COMMUNICATIONS, 2020, 11 (01)
  • [2] Transcription factor functionality and transcription regulatory networks
    Grove, Christian A.
    Walhout, Albertha J. M.
    MOLECULAR BIOSYSTEMS, 2008, 4 (04) : 309 - 314
  • [3] Conservation and regulatory associations of a wide affinity range of mouse transcription factor binding sites
    Jaeger, Savina A.
    Chan, Esther T.
    Berger, Michael F.
    Stottmann, Rolf
    Hughes, Timothy R.
    Bulyk, Martha L.
    GENOMICS, 2010, 95 (04) : 185 - 195
  • [4] Identifying the genetic determinants of transcription factor activity
    Lee, Eunjee
    Bussemaker, Harmen J.
    MOLECULAR SYSTEMS BIOLOGY, 2010, 6
  • [5] A REGULATORY FACTOR FOR THE TRANSCRIPTION OF MOUSE RIBOSOMAL GENES
    GRUMENT, I
    PFLUGFELDER, G
    EUROPEAN JOURNAL OF CELL BIOLOGY, 1981, 24 (02) : 330 - 330
  • [6] The gene regulatory logic of transcription factor evolution
    Wagner, Guenter P.
    Lynch, Vincent J.
    TRENDS IN ECOLOGY & EVOLUTION, 2008, 23 (07) : 377 - 385
  • [7] Gene regulatory networks and transcription factor transcriptomics
    Mueller-Roeber, B.
    Arvidsson, S.
    Balazadeh, S.
    Correa, L. G. G.
    Perez-Rodriguez, P.
    Riano-Pachon, D. M.
    NEW BIOTECHNOLOGY, 2009, 25 : S318 - S318
  • [8] Defining specificity of transcription factor regulatory activities
    Eeckhoute, Jerome
    Metivier, Raphael
    Salbert, Gilles
    JOURNAL OF CELL SCIENCE, 2009, 122 (22) : 4027 - 4034
  • [9] Factor analysis for gene regulatory networks and transcription factor activity profiles
    Iosifina Pournara
    Lorenz Wernisch
    BMC Bioinformatics, 8
  • [10] Factor analysis for gene regulatory networks and transcription factor activity profiles
    Pournara, Iosifina
    Wernisch, Lorenz
    BMC BIOINFORMATICS, 2007, 8 (1)