Principles of regulatory information conservation between mouse and human

被引:204
作者
Cheng, Yong [1 ]
Ma, Zhihai [1 ]
Kim, Bong-Hyun [2 ]
Wu, Weisheng [3 ,4 ]
Cayting, Philip [1 ]
Boyle, Alan P. [1 ]
Sundaram, Vasavi [5 ]
Xing, Xiaoyun [5 ]
Dogan, Nergiz [3 ]
Li, Jingjing [1 ]
Euskirchen, Ghia [1 ]
Lin, Shin [1 ,6 ]
Lin, Yiing [1 ,7 ]
Visel, Axel [8 ,9 ,10 ]
Kawli, Trupti [1 ]
Yang, Xinqiong [1 ]
Patacsil, Dorrelyn [1 ]
Keller, Cheryl A. [3 ]
Giardine, Belinda [3 ]
Kundaje, Anshul [1 ]
Wang, Ting [5 ]
Pennacchio, Len A. [8 ,9 ]
Weng, Zhiping [2 ]
Hardison, Ross C. [3 ]
Snyder, Michael P. [1 ]
机构
[1] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[2] Univ Massachusetts, Sch Med, Dept Biochem & Mol Pharmacol, Program Bioinformat & Integrat Biol, Worcester, MA 01605 USA
[3] Penn State Univ, Dept Biochem & Mol Biol, Huck Inst Life Sci, Ctr Comparat Genom & Bioinformat, University Pk, PA 16802 USA
[4] Univ Michigan, BRCF Bioinformat Core, Ann Arbor, MI 48105 USA
[5] Washington Univ, Sch Med, Ctr Genome Sci & Syst Biol, Dept Genet, St Louis, MO 63108 USA
[6] Stanford Univ, Div Cardiovasc Med, Stanford, CA 94304 USA
[7] Washington Univ, Sch Med, Dept Surg, St Louis, MO 63110 USA
[8] Lawrence Berkeley Natl Lab, Genom Div, Berkeley, CA 94701 USA
[9] Dept Energy Joint Genome Inst, Walnut Creek, CA 94598 USA
[10] Univ Calif, Sch Nat Sci, Merced, CA 95343 USA
关键词
TRANSCRIPTION FACTOR-BINDING; CHROMATIN; ENHANCERS; GENOME; SEQUENCES; ELEMENTS; SITES; CTCF;
D O I
10.1038/nature13985
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
To broaden our understanding of the evolution of gene regulation mechanisms, we generated occupancy profiles for 34 orthologous transcription factors (TFs) in human-mouse erythroid progenitor, lymphoblast and embryonic stem-cell lines. By combining the genome-wide transcription factor occupancy repertoires, associated epigenetic signals, and co-association patterns, here we deduce several evolutionary principles of gene regulatory features operating since the mouse and human lineages diverged. The genomic distribution profiles, primary binding motifs, chromatin states, and DNA methylation preferences are well conserved for TF-occupied sequences. However, the extent to which orthologous DNA segments are bound by orthologous TFs varies both among TFs and with genomic location: binding at promoters is more highly conserved than binding at distal elements. Notably, occupancy-conserved TF-occupied sequences tend to be pleiotropic; they function in several tissues and also co-associate with many TFs. Single nucleotide variants at sites with potential regulatory functions are enriched in occupancy-conserved TF-occupied sequences.
引用
收藏
页码:371 / +
页数:16
相关论文
共 29 条
  • [1] Divergence of transcription factor binding sites across related yeast species
    Borneman, Anthony R.
    Gianoulis, Tara A.
    Zhang, Zhengdong D.
    Yu, Haiyuan
    Rozowsky, Joel
    Seringhaus, Michael R.
    Wang, Lu Yong
    Gerstein, Mark
    Snyder, Michael
    [J]. SCIENCE, 2007, 317 (5839) : 815 - 819
  • [2] Annotation of functional variation in personal genomes using RegulomeDB
    Boyle, Alan P.
    Hong, Eurie L.
    Hariharan, Manoj
    Cheng, Yong
    Schaub, Marc A.
    Kasowski, Maya
    Karczewski, Konrad J.
    Park, Julie
    Hitz, Benjamin C.
    Weng, Shuai
    Cherry, J. Michael
    Snyder, Michael
    [J]. GENOME RESEARCH, 2012, 22 (09) : 1790 - 1797
  • [3] Distribution and intensity of constraint in mammalian genomic sequence
    Cooper, GM
    Stone, EA
    Asimenos, G
    Green, ED
    Batzoglou, S
    Sidow, A
    [J]. GENOME RESEARCH, 2005, 15 (07) : 901 - 913
  • [4] ChromHMM: automating chromatin-state discovery and characterization
    Ernst, Jason
    Kellis, Manolis
    [J]. NATURE METHODS, 2012, 9 (03) : 215 - 216
  • [5] NUCLEASE HYPERSENSITIVE SITES IN CHROMATIN
    GROSS, DS
    GARRARD, WT
    [J]. ANNUAL REVIEW OF BIOCHEMISTRY, 1988, 57 : 159 - 197
  • [6] High conservation of transcription factor binding and evidence for combinatorial regulation across six Drosophila species
    He, Qiye
    Bardet, Anais F.
    Patton, Brianne
    Purvis, Jennifer
    Johnston, Jeff
    Paulson, Ariel
    Gogol, Madelaine
    Stark, Alexander
    Zeitlinger, Julia
    [J]. NATURE GENETICS, 2011, 43 (05) : 414 - +
  • [7] Distinct and predictive chromatin signatures of transcriptional promoters and enhancers in the human genome
    Heintzman, Nathaniel D.
    Stuart, Rhona K.
    Hon, Gary
    Fu, Yutao
    Ching, Christina W.
    Hawkins, R. David
    Barrera, Leah O.
    Van Calcar, Sara
    Qu, Chunxu
    Ching, Keith A.
    Wang, Wei
    Weng, Zhiping
    Green, Roland D.
    Crawford, Gregory E.
    Ren, Bing
    [J]. NATURE GENETICS, 2007, 39 (03) : 311 - 318
  • [8] Sin3: Insight into its transcription regulatory functions
    Kadamb, Rama
    Mittal, Shilpi
    Bansal, Nidhi
    Batra, Harish
    Saluja, Daman
    [J]. EUROPEAN JOURNAL OF CELL BIOLOGY, 2013, 92 (8-9) : 237 - 246
  • [9] Variation in Transcription Factor Binding Among Humans
    Kasowski, Maya
    Grubert, Fabian
    Heffelfinger, Christopher
    Hariharan, Manoj
    Asabere, Akwasi
    Waszak, Sebastian M.
    Habegger, Lukas
    Rozowsky, Joel
    Shi, Minyi
    Urban, Alexander E.
    Hong, Mi-Young
    Karczewski, Konrad J.
    Huber, Wolfgang
    Weissman, Sherman M.
    Gerstein, Mark B.
    Korbel, Jan O.
    Snyder, Michael
    [J]. SCIENCE, 2010, 328 (5975) : 232 - 235
  • [10] Design and analysis of ChIP-seq experiments for DNA-binding proteins
    Kharchenko, Peter V.
    Tolstorukov, Michael Y.
    Park, Peter J.
    [J]. NATURE BIOTECHNOLOGY, 2008, 26 (12) : 1351 - 1359