Identification of Genetic Variants That Affect Histone Modifications in Human Cells

被引:321
作者
McVicker, Graham [1 ,2 ]
van de Geijn, Bryce [1 ,3 ]
Degner, Jacob F. [1 ,3 ]
Cain, Carolyn E. [1 ]
Banovich, Nicholas E. [1 ]
Raj, Anil [1 ,4 ]
Lewellen, Noah [2 ]
Myrthil, Marsha [2 ]
Gilad, Yoav [1 ]
Pritchard, Jonathan K. [1 ,2 ,4 ,5 ]
机构
[1] Univ Chicago, Dept Human Genet, Chicago, IL 60637 USA
[2] Stanford Univ, Howard Hughes Med Inst, Stanford, CA 94305 USA
[3] Univ Chicago, Comm Genet Genom & Syst Biol, Chicago, IL 60637 USA
[4] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[5] Stanford Univ, Dept Biol, Stanford, CA 94305 USA
关键词
HUMAN GENOME; METHYLTRANSFERASE ACTIVITY; EXPRESSION VARIATION; CHROMATIN-STRUCTURE; DYNAMICS; LINEAGE; STATE;
D O I
10.1126/science.1242429
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
Histone modifications are important markers of function and chromatin state, yet the DNA sequence elements that direct them to specific genomic locations are poorly understood. Here, we identify hundreds of quantitative trait loci, genome-wide, that affect histone modification or RNA polymerase II (Pol II) occupancy in Yoruba lymphoblastoid cell lines (LCLs). In many cases, the same variant is associated with quantitative changes in multiple histone marks and Pol II, as well as in deoxyribonuclease I sensitivity and nucleosome positioning. Transcription factor binding site polymorphisms are correlated overall with differences in local histone modification, and we identify specific transcription factors whose binding leads to histone modification in LCLs. Furthermore, variants that affect chromatin at distal regulatory sites frequently also direct changes in chromatin and gene expression at associated promoters.
引用
收藏
页码:747 / 749
页数:3
相关论文
共 23 条
  • [1] Modeling of epigenome dynamics identifies transcription factors that mediate Polycomb targeting
    Arnold, Phil
    Schoeler, Anne
    Pachkov, Mikhail
    Balwierz, Piotr J.
    Jorgensen, Helle
    Stadler, Michael B.
    van Nimwegen, Erik
    Schuebeler, Dirk
    [J]. GENOME RESEARCH, 2013, 23 (01) : 60 - 73
  • [2] High-resolution profiling of histone methylations in the human genome
    Barski, Artern
    Cuddapah, Suresh
    Cui, Kairong
    Roh, Tae-Young
    Schones, Dustin E.
    Wang, Zhibin
    Wei, Gang
    Chepelev, Iouri
    Zhao, Keji
    [J]. CELL, 2007, 129 (04) : 823 - 837
  • [3] A bivalent chromatin structure marks key developmental genes in embryonic stem cells
    Bernstein, BE
    Mikkelsen, TS
    Xie, XH
    Kamal, M
    Huebert, DJ
    Cuff, J
    Fry, B
    Meissner, A
    Wernig, M
    Plath, K
    Jaenisch, R
    Wagschal, A
    Feil, R
    Schreiber, SL
    Lander, ES
    [J]. CELL, 2006, 125 (02) : 315 - 326
  • [4] High-resolution mapping and characterization of open chromatin across the genome
    Boyle, Alan P.
    Davis, Sean
    Shulha, Hennady P.
    Meltzer, Paul
    Margulies, Elliott H.
    Weng, Zhiping
    Furey, Terrence S.
    Crawford, Gregory E.
    [J]. CELL, 2008, 132 (02) : 311 - 322
  • [5] Drosophila enhancer of Zeste/ESC complexes have a histone H3 methyltransferase activity that marks chromosomal polycomb sites
    Czermin, B
    Melfi, R
    McCabe, D
    Seitz, V
    Imhof, A
    Pirrotta, V
    [J]. CELL, 2002, 111 (02) : 185 - 196
  • [6] DNase I sensitivity QTLs are a major determinant of human expression variation
    Degner, Jacob F.
    Pai, Athma A.
    Pique-Regi, Roger
    Veyrieras, Jean-Baptiste
    Gaffney, Daniel J.
    Pickrell, Joseph K.
    De Leon, Sherryl
    Michelini, Katelyn
    Lewellen, Noah
    Crawford, Gregory E.
    Stephens, Matthew
    Gilad, Yoav
    Pritchard, Jonathan K.
    [J]. NATURE, 2012, 482 (7385) : 390 - 394
  • [7] An integrated encyclopedia of DNA elements in the human genome
    Dunham, Ian
    Kundaje, Anshul
    Aldred, Shelley F.
    Collins, Patrick J.
    Davis, CarrieA.
    Doyle, Francis
    Epstein, Charles B.
    Frietze, Seth
    Harrow, Jennifer
    Kaul, Rajinder
    Khatun, Jainab
    Lajoie, Bryan R.
    Landt, Stephen G.
    Lee, Bum-Kyu
    Pauli, Florencia
    Rosenbloom, Kate R.
    Sabo, Peter
    Safi, Alexias
    Sanyal, Amartya
    Shoresh, Noam
    Simon, Jeremy M.
    Song, Lingyun
    Trinklein, Nathan D.
    Altshuler, Robert C.
    Birney, Ewan
    Brown, James B.
    Cheng, Chao
    Djebali, Sarah
    Dong, Xianjun
    Dunham, Ian
    Ernst, Jason
    Furey, Terrence S.
    Gerstein, Mark
    Giardine, Belinda
    Greven, Melissa
    Hardison, Ross C.
    Harris, Robert S.
    Herrero, Javier
    Hoffman, Michael M.
    Iyer, Sowmya
    Kellis, Manolis
    Khatun, Jainab
    Kheradpour, Pouya
    Kundaje, Anshul
    Lassmann, Timo
    Li, Qunhua
    Lin, Xinying
    Marinov, Georgi K.
    Merkel, Angelika
    Mortazavi, Ali
    [J]. NATURE, 2012, 489 (7414) : 57 - 74
  • [8] Mapping and analysis of chromatin state dynamics in nine human cell types
    Ernst, Jason
    Kheradpour, Pouya
    Mikkelsen, Tarjei S.
    Shoresh, Noam
    Ward, Lucas D.
    Epstein, Charles B.
    Zhang, Xiaolan
    Wang, Li
    Issner, Robbyn
    Coyne, Michael
    Ku, Manching
    Durham, Timothy
    Kellis, Manolis
    Bernstein, Bradley E.
    [J]. NATURE, 2011, 473 (7345) : 43 - U52
  • [9] Controls of Nucleosome Positioning in the Human Genome
    Gaffney, Daniel J.
    McVicker, Graham
    Pai, Athma A.
    Fondufe-Mittendorf, Yvonne N.
    Lewellen, Noah
    Michelini, Katelyn
    Widom, Jonathan
    Gilad, Yoav
    Pritchard, Jonathan K.
    [J]. PLOS GENETICS, 2012, 8 (11):
  • [10] Histone modifications at human enhancers reflect global cell-type-specific gene expression
    Heintzman, Nathaniel D.
    Hon, Gary C.
    Hawkins, R. David
    Kheradpour, Pouya
    Stark, Alexander
    Harp, Lindsey F.
    Ye, Zhen
    Lee, Leonard K.
    Stuart, Rhona K.
    Ching, Christina W.
    Ching, Keith A.
    Antosiewicz-Bourget, Jessica E.
    Liu, Hui
    Zhang, Xinmin
    Green, Roland D.
    Lobanenkov, Victor V.
    Stewart, Ron
    Thomson, James A.
    Crawford, Gregory E.
    Kellis, Manolis
    Ren, Bing
    [J]. NATURE, 2009, 459 (7243) : 108 - 112