Landscape of stimulation-responsive chromatin across diverse human immune cells

被引:151
作者
Calderon, Diego [1 ]
Nguyen, Michelle L. T. [2 ,3 ]
Mezger, Anja [4 ,5 ]
Kathiria, Arwa [4 ]
Mueller, Fabian [4 ]
Nguyen, Vinh [3 ]
Lescano, Ninnia [3 ]
Wu, Beijing [4 ]
Trombetta, John [4 ]
Ribado, Jessica, V [4 ]
Knowles, David A. [4 ,6 ]
Gao, Ziyue [4 ,7 ]
Blaeschke, Franziska [2 ,3 ,8 ]
Parent, Audrey, V [3 ]
Burt, Trevor D. [9 ,10 ]
Anderson, Mark S. [3 ]
Criswell, Lindsey A. [11 ]
Greenleaf, William J. [4 ,12 ,13 ]
Marson, Alexander [2 ,3 ,8 ,11 ,13 ,14 ,15 ,16 ]
Pritchard, Jonathan K. [4 ,7 ,17 ]
机构
[1] Stanford Univ, Program Biomed Informat, Stanford, CA 94305 USA
[2] Univ Calif San Francisco, Dept Microbiol & Immunol, San Francisco, CA 94143 USA
[3] Univ Calif San Francisco, Diabet Ctr, San Francisco, CA 94143 USA
[4] Stanford Univ, Dept Genet, Stanford, CA 94305 USA
[5] Karolinska Inst, Dept Med Biochem & Biophys, Stockholm, Sweden
[6] Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
[7] Stanford Univ, Howard Hughes Med Inst, Stanford, CA 94305 USA
[8] Univ Calif Berkeley, Innovat Genom Inst, Berkeley, CA 94720 USA
[9] Univ Calif San Francisco, Dept Pediat, Div Neonatol, San Francisco, CA USA
[10] Univ Calif San Francisco, Eli & Edythe Broad Ctr Regenerat Med & Stem Cell, San Francisco, CA 94143 USA
[11] Univ Calif San Francisco, Rosalind Russell Ephraim P Engleman Rheumatol Res, San Francisco, CA 94143 USA
[12] Stanford Univ, Dept Appl Phys, Stanford, CA 94305 USA
[13] Chan Zuckerberg Biohub, San Francisco, CA 94158 USA
[14] Univ Calif San Francisco, UCSF Helen Diller Family Comprehens Canc Ctr, San Francisco, CA 94143 USA
[15] Univ Calif San Francisco, Dept Med, San Francisco, CA 94143 USA
[16] Parker Inst Canc Immunotherapy, San Francisco, CA 94129 USA
[17] Stanford Univ, Dept Biol, Stanford, CA 94305 USA
基金
瑞典研究理事会; 美国国家卫生研究院;
关键词
GENOME-WIDE ASSOCIATION; DNA-BINDING; LOCI; ACTIVATION; IDENTIFICATION; ARCHITECTURE; SENSITIVITY; ANNOTATION; ENHANCERS; DISCOVERY;
D O I
10.1038/s41588-019-0505-9
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
A hallmark of the immune system is the interplay among specialized cell types transitioning between resting and stimulated states. The gene regulatory landscape of this dynamic system has not been fully characterized in human cells. Here we collected assay for transposase-accessible chromatin using sequencing (ATAC-seq) and RNA sequencing data under resting and stimulated conditions for up to 32 immune cell populations. Stimulation caused widespread chromatin remodeling, including response elements shared between stimulated B and T cells. Furthermore, several autoimmune traits showed significant heritability in stimulation-responsive elements from distinct cell types, highlighting the importance of these cell states in autoimmunity. Allele-specific read mapping identified variants that alter chromatin accessibility in particular conditions, allowing us to observe evidence of function for a candidate causal variant that is undetected by existing large-scale studies in resting cells. Our results provide a resource of chromatin dynamics and highlight the need to characterize the effects of genetic variation in stimulated cells.
引用
收藏
页码:1494 / +
页数:14
相关论文
共 63 条
  • [1] Shared genetic effects on chromatin and gene expression indicate a role for enhancer priming in immune response
    Alasoo, Kaur
    Rodrigues, Julia
    Mukhopadhyay, Subhankar
    Knights, Andrew J.
    Mann, Alice L.
    Kundu, Kousik
    Hale, Christine
    Dougan, Gordon
    Gaffney, Daniel J.
    [J]. NATURE GENETICS, 2018, 50 (03) : 424 - +
  • [2] [Anonymous], F1000 RES, DOI DOI 10.12688/F1000RESEARCH.7563.2
  • [3] The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans
    Ardlie, Kristin G.
    DeLuca, David S.
    Segre, Ayellet V.
    Sullivan, Timothy J.
    Young, Taylor R.
    Gelfand, Ellen T.
    Trowbridge, Casandra A.
    Maller, Julian B.
    Tukiainen, Taru
    Lek, Monkol
    Ward, Lucas D.
    Kheradpour, Pouya
    Iriarte, Benjamin
    Meng, Yan
    Palmer, Cameron D.
    Esko, Tonu
    Winckler, Wendy
    Hirschhorn, Joel N.
    Kellis, Manolis
    MacArthur, Daniel G.
    Getz, Gad
    Shabalin, Andrey A.
    Li, Gen
    Zhou, Yi-Hui
    Nobel, Andrew B.
    Rusyn, Ivan
    Wright, Fred A.
    Lappalainen, Tuuli
    Ferreira, Pedro G.
    Ongen, Halit
    Rivas, Manuel A.
    Battle, Alexis
    Mostafavi, Sara
    Monlong, Jean
    Sammeth, Michael
    Mele, Marta
    Reverter, Ferran
    Goldmann, Jakob M.
    Koller, Daphne
    Guigo, Roderic
    McCarthy, Mark I.
    Dermitzakis, Emmanouil T.
    Gamazon, Eric R.
    Im, Hae Kyung
    Konkashbaev, Anuar
    Nicolae, Dan L.
    Cox, Nancy J.
    Flutre, Timothee
    Wen, Xiaoquan
    Stephens, Matthew
    [J]. SCIENCE, 2015, 348 (6235) : 648 - 660
  • [4] Associations between functional polymorphisms in the NFκB signaling pathway and response to anti-TNF treatment in Danish patients with inflammatory bowel disease
    Bank, S.
    Andersen, P. S.
    Burisch, J.
    Pedersen, N.
    Roug, S.
    Galsgaard, J.
    Turino, S. Y.
    Brodersen, J. B.
    Rashid, S.
    Rasmussen, B. K.
    Avlund, S.
    Olesen, T. B.
    Hoffmann, H. J.
    Thomsen, M. K.
    Thomsen, V. O.
    Frydenberg, M.
    Nexo, B. A.
    Sode, J.
    Vogel, U.
    Andersen, V.
    [J]. PHARMACOGENOMICS JOURNAL, 2014, 14 (06) : 526 - 534
  • [5] Impact of regulatory variation across human iPSCs and differentiated cells
    Banovich, Nicholas E.
    Li, Yang I.
    Raj, Anil
    Ward, Michelle C.
    Greenside, Peyton
    Calderon, Diego
    Tung, Po Yuan
    Burnett, Jonathan E.
    Myrthil, Marsha
    Thomas, Samantha M.
    Burrows, Courtney K.
    Romero, Irene Gallego
    Pavlovic, Bryan J.
    Kundaje, Anshul
    Pritchard, Jonathan K.
    Gilad, Yoav
    [J]. GENOME RESEARCH, 2018, 28 (01) : 122 - 131
  • [6] CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING
    BENJAMINI, Y
    HOCHBERG, Y
    [J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) : 289 - 300
  • [7] An Expanded View of Complex Traits: From Polygenic to Omnigenic
    Boyle, Evan A.
    Li, Yang I.
    Pritchard, Jonathan K.
    [J]. CELL, 2017, 169 (07) : 1177 - 1186
  • [8] Near-optimal probabilistic RNA-seq quantification (vol 34, pg 525, 2016)
    Bray, Nicolas L.
    Pimentel, Harold
    Melsted, Pall
    Pachter, Lior
    [J]. NATURE BIOTECHNOLOGY, 2016, 34 (08) : 888 - 888
  • [9] 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
  • [10] Buenrostro JD, 2013, NAT METHODS, V10, P1213, DOI [10.1038/NMETH.2688, 10.1038/nmeth.2688]