Coregulation of Transcription Factor Binding and Nucleosome Occupancy through DNA Features of Mammalian Enhancers

被引:160
作者
Barozzi, Iros [1 ]
Simonatto, Marta [1 ]
Bonifacio, Silvia [1 ]
Yang, Lin [2 ]
Rohs, Remo [2 ]
Ghisletti, Serena [1 ]
Natoli, Gioacchino [1 ]
机构
[1] IEO, Dept Expt Oncol, I-20139 Milan, Italy
[2] Univ So Calif, Mol & Computat Biol Program, Los Angeles, CA 90089 USA
基金
美国国家卫生研究院; 欧洲研究理事会;
关键词
GENOMIC REGIONS; CPG ISLANDS; ORGANIZATION; SHAPE; DETERMINANTS; PREDICTION; PROMOTERS; LANDSCAPE;
D O I
10.1016/j.molcel.2014.04.006
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
Transcription factors (TFs) preferentially bind sites contained in regions of computationally predicted high nucleosomal occupancy, suggesting that nucleosomes are gatekeepers of TF binding sites. However, because of their complexity mammalian genomes contain millions of randomly occurring, unbound TF consensus binding sites. We hypothesized that the information controlling nucleosome assembly may coincide with the information that enables TFs to bind cis-regulatory elements while ignoring randomly occurring sites. Hence, nucleosomes would selectively mask genomic sites that can be contacted by TFs and thus be potentially functional. The hematopoietic pioneer TFPu.1 maintained nucleosome depletion at macrophage-specific enhancers that displayed a broad range of nucleosome occupancy in other cell types and in reconstituted chromatin. We identified a minimal set of DNA sequence and shape features that accurately predicted both Pu.1 binding and nucleosome occupancy genome-wide. These data reveal a basic organizational principle of mammalian cis-regulatory elements whereby TF recruitment and nucleosome deposition are controlled by overlapping DNA sequence features.
引用
收藏
页码:844 / 857
页数:14
相关论文
共 54 条
[1]   Modification of Enhancer Chromatin: What, How, and Why? [J].
Calo, Eliezer ;
Wysocka, Joanna .
MOLECULAR CELL, 2013, 49 (05) :825-837
[2]   LIBSVM: A Library for Support Vector Machines [J].
Chang, Chih-Chung ;
Lin, Chih-Jen .
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2011, 2 (03)
[3]   SUPPORT-VECTOR NETWORKS [J].
CORTES, C ;
VAPNIK, V .
MACHINE LEARNING, 1995, 20 (03) :273-297
[4]   Histone H3K27ac separates active from poised enhancers and predicts developmental state [J].
Creyghton, Menno P. ;
Cheng, Albert W. ;
Welstead, G. Grant ;
Kooistra, Tristan ;
Carey, Bryce W. ;
Steine, Eveline J. ;
Hanna, Jacob ;
Lodato, Michael A. ;
Frampton, Garrett M. ;
Sharp, Phillip A. ;
Boyer, Laurie A. ;
Young, Richard A. ;
Jaenisch, Rudolf .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2010, 107 (50) :21931-21936
[5]   A Large Fraction of Extragenic RNA Pol II Transcription Sites Overlap Enhancers [J].
De Santa, Francesca ;
Barozzi, Iros ;
Mietton, Flore ;
Ghisletti, Serena ;
Polletti, Sara ;
Tusi, Betsabeh Khoramian ;
Muller, Heiko ;
Ragoussis, Jiannis ;
Wei, Chia-Lin ;
Natoli, Gioacchino .
PLOS BIOLOGY, 2010, 8 (05)
[6]   Covariation between homeodomain transcription factors and the shape of their DNA binding sites [J].
Dror, Iris ;
Zhou, Tianyin ;
Mandel-Gutfreund, Yael ;
Rohs, Remo .
NUCLEIC ACIDS RESEARCH, 2014, 42 (01) :430-441
[7]  
Drucker H, 1997, ADV NEUR IN, V9, P155
[8]   CpG islands and GC content dictate nucleosome depletion in a transcription-independent manner at mammalian promoters [J].
Fenouil, Romain ;
Cauchy, Pierre ;
Koch, Frederic ;
Descostes, Nicolas ;
Cabeza, Joaquin Zacarias ;
Innocenti, Charlene ;
Ferrier, Pierre ;
Spicuglia, Salvatore ;
Gut, Marta ;
Gut, Ivo ;
Andrau, Jean-Christophe .
GENOME RESEARCH, 2012, 22 (12) :2399-2408
[9]   Ensembl 2012 [J].
Flicek, Paul ;
Amode, M. Ridwan ;
Barrell, Daniel ;
Beal, Kathryn ;
Brent, Simon ;
Carvalho-Silva, Denise ;
Clapham, Peter ;
Coates, Guy ;
Fairley, Susan ;
Fitzgerald, Stephen ;
Gil, Laurent ;
Gordon, Leo ;
Hendrix, Maurice ;
Hourlier, Thibaut ;
Johnson, Nathan ;
Kaehaeri, Andreas K. ;
Keefe, Damian ;
Keenan, Stephen ;
Kinsella, Rhoda ;
Komorowska, Monika ;
Koscielny, Gautier ;
Kulesha, Eugene ;
Larsson, Pontus ;
Longden, Ian ;
McLaren, William ;
Muffato, Matthieu ;
Overduin, Bert ;
Pignatelli, Miguel ;
Pritchard, Bethan ;
Riat, Harpreet Singh ;
Ritchie, Graham R. S. ;
Ruffier, Magali ;
Schuster, Michael ;
Sobral, Daniel ;
Tang, Y. Amy ;
Taylor, Kieron ;
Trevanion, Stephen ;
Vandrovcova, Jana ;
White, Simon ;
Wilson, Mark ;
Wilder, Steven P. ;
Aken, Bronwen L. ;
Birney, Ewan ;
Cunningham, Fiona ;
Dunham, Ian ;
Durbin, Richard ;
Fernandez-Suarez, Xose M. ;
Harrow, Jennifer ;
Herrero, Javier ;
Hubbard, Tim J. P. .
NUCLEIC ACIDS RESEARCH, 2012, 40 (D1) :D84-D90
[10]   Controls of Nucleosome Positioning in the Human Genome [J].
Gaffney, Daniel J. ;
McVicker, Graham ;
Pai, Athma A. ;
Fondufe-Mittendorf, Yvonne N. ;
Lewellen, Noah ;
Michelini, Katelyn ;
Widom, Jonathan ;
Gilad, Yoav ;
Pritchard, Jonathan K. .
PLOS GENETICS, 2012, 8 (11)