Genomic analyses implicate noncoding de novo variants in congenital heart disease

被引:94
作者
Richter, Felix [1 ]
Morton, Sarah U. [2 ,3 ]
Kim, Seong Won [4 ]
Kitaygorodsky, Alexander [5 ,6 ]
Wasson, Lauren K. [4 ]
Chen, Kathleen M. [7 ]
Zhou, Jian [7 ,8 ,9 ]
Qi, Hongjian J. [5 ,6 ]
Patel, Nihir [10 ]
DePalma, Steven R. [4 ]
Parfenov, Michael [4 ]
Homsy, Jason [4 ,11 ]
Gorham, Joshua M. [4 ]
Manheimer, Kathryn B. [1 ,12 ]
Velinder, Matthew [13 ]
Farrell, Andrew [13 ]
Marth, Gabor [13 ]
Schadt, Eric E. [10 ,12 ,14 ]
Kaltman, Jonathan R. [15 ]
Newburger, Jane W. [16 ]
Giardini, Alessandro [17 ]
Goldmuntz, Elizabeth [18 ,19 ]
Brueckner, Martina [20 ,21 ]
Kim, Richard [22 ]
Porter, George A., Jr. [23 ]
Bernstein, Daniel [24 ]
Chung, Wendy K. [25 ,26 ]
Srivastava, Deepak [27 ,28 ]
Tristani-Firouzi, Martin [29 ]
Troyanskaya, Olga G. [7 ,8 ,30 ]
Dickel, Diane E. [31 ]
Shen, Yufeng [5 ,6 ]
Seidman, Jonathan G. [4 ]
Seidman, Christine E. [4 ,32 ]
Gelb, Bruce D. [10 ,33 ,34 ]
机构
[1] Icahn Sch Med Mt Sinai, Grad Sch Biomed Sci, New York, NY 10029 USA
[2] Harvard Med Sch, Dept Pediat, Boston, MA 02115 USA
[3] Boston Childrens Hosp, Div Newborn Med, Boston, MA USA
[4] Harvard Med Sch, Dept Genet, Boston, MA 02115 USA
[5] Columbia Univ, Dept Syst Biol, New York, NY USA
[6] Columbia Univ, Dept Biomed Informat, New York, NY USA
[7] Simons Fdn, Flatiron Inst, New York, NY USA
[8] Princeton Univ, Lewis Sigler Inst Integrat Genom, Princeton, NJ 08544 USA
[9] Univ Texas Southwestern Med Ctr Dallas, Lyda Hill Dept Bioinformat, Dallas, TX 75390 USA
[10] Icahn Sch Med Mt Sinai, Dept Genet & Genom Sci, New York, NY 10029 USA
[11] Takeda Pharmaceut USA, Ctr External Innovat, Cambridge, MA USA
[12] Sema4, Stamford, CT USA
[13] Univ Utah, Sch Med, Dept Human Genet, Utah Ctr Genet Discovery, Salt Lake City, UT 84132 USA
[14] Icahn Sch Med Mt Sinai, Icahn Inst Genom & Multiscale Biol, New York, NY 10029 USA
[15] NHLBI, Heart Dev & Struct Dis Branch, Div Cardiovasc Sci, NIH, Bldg 10, Bethesda, MD 20892 USA
[16] Boston Childrens Hosp, Boston, MA USA
[17] Great Ormond St Hosp Sick Children, Cardioresp Unit, London, England
[18] Childrens Hosp Philadelphia, Div Cardiol, 34th St & Civic Ctr Blvd, Philadelphia, PA 19104 USA
[19] Univ Penn, Dept Pediat, Perelman Sch Med, Philadelphia, PA 19104 USA
[20] Yale Univ, Sch Med, Dept Pediat, New Haven, CT 06510 USA
[21] Yale Univ, Sch Med, Dept Genet, New Haven, CT 06510 USA
[22] Childrens Hosp Los Angeles, Los Angeles, CA 90027 USA
[23] Univ Rochester, Dept Pediat, Rochester, NY USA
[24] Stanford Univ, Dept Pediat, Palo Alto, CA 94304 USA
[25] Columbia Univ, Med Ctr, Dept Pediat, New York, NY USA
[26] Columbia Univ, Med Ctr, Dept Med, New York, NY USA
[27] Gladstone Inst Cardiovasc Dis, San Francisco, CA USA
[28] Univ Calif San Francisco, San Francisco, CA 94143 USA
[29] Univ Utah, Sch Med, Div Pediat Cardiol, Salt Lake City, UT USA
[30] Princeton Univ, Dept Comp Sci, Princeton, NJ 08544 USA
[31] Lawrence Berkeley Natl Lab, Environm Genom & Syst Biol Div, Berkeley, CA USA
[32] Brigham & Womens Hosp, Dept Cardiol, 75 Francis St, Boston, MA 02115 USA
[33] Icahn Sch Med Mt Sinai, Mindich Child Hlth & Dev Inst, New York, NY 10029 USA
[34] Icahn Sch Med Mt Sinai, Dept Pediat, New York, NY 10029 USA
基金
美国国家卫生研究院;
关键词
REGULATORY ELEMENTS; GENETIC-VARIATION; DNA ELEMENTS; CHIP-SEQ; EXPRESSION; MUTATIONS; FRAMEWORK; RESOURCE; BINDING; MOUSE;
D O I
10.1038/s41588-020-0652-z
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
A genetic etiology is identified for one-third of patients with congenital heart disease (CHD), with 8% of cases attributable to coding de novo variants (DNVs). To assess the contribution of noncoding DNVs to CHD, we compared genome sequences from 749 CHD probands and their parents with those from 1,611 unaffected trios. Neural network prediction of noncoding DNV transcriptional impact identified a burden of DNVs in individuals with CHD (n = 2,238 DNVs) compared to controls (n = 4,177;P = 8.7 x 10(-4)). Independent analyses of enhancers showed an excess of DNVs in associated genes (27 genes versus 3.7 expected,P = 1 x 10(-5)). We observed significant overlap between these transcription-based approaches (odds ratio (OR) = 2.5, 95% confidence interval (CI) 1.1-5.0,P = 5.4 x 10(-3)). CHD DNVs altered transcription levels in 5 of 31 enhancers assayed. Finally, we observed a DNV burden in RNA-binding-protein regulatory sites (OR = 1.13, 95% CI 1.1-1.2,P = 8.8 x 10(-5)). Our findings demonstrate an enrichment of potentially disruptive regulatory noncoding DNVs in a fraction of CHD at least as high as that observed for damaging coding DNVs. Computational analyses integrating whole-genome sequencing, cardiac epigenomic data and RNA-binding-protein data identify a role for noncoding de novo mutations in congenital heart disease.
引用
收藏
页码:769 / +
页数:22
相关论文
共 80 条
  • [1] Genome-wide de novo risk score implicates promoter variation in autism spectrum disorder
    An, Joon-Yong
    Lin, Kevin
    Zhu, Lingxue
    Werling, Donna M.
    Dong, Shan
    Brand, Harrison
    Wang, Harold Z.
    Zhao, Xuefang
    Schwartz, Grace B.
    Collins, Ryan L.
    Currall, Benjamin B.
    Dastmalchi, Claudia
    Dea, Jeanselle
    Duhn, Clif
    Gilson, Michael C.
    Klei, Lambertus
    Liang, Lindsay
    Markenscoff-Papadimitriou, Eirene
    Pochareddy, Sirisha
    Ahituv, Nadav
    Buxbaum, Joseph D.
    Coon, Hilary
    Daly, Mark J.
    Kim, Young Shin
    Marth, Gabor T.
    Neale, Benjamin M.
    Quinlan, Aaron R.
    Rubenstein, John L.
    Sestan, Nenad
    State, Matthew W.
    Willsey, A. Jeremy
    Talkowski, Michael E.
    Devlin, Bernie
    Roeder, Kathryn
    Sanders, Stephan J.
    [J]. SCIENCE, 2018, 362 (6420) : 1270 - +
  • [2] BET Bromodomains Mediate Transcriptional Pause Release in Heart Failure
    Anand, Priti
    Brown, Jonathan D.
    Lin, Charles Y.
    Qi, Jun
    Zhang, Rongli
    Artero, Pedro Calderon
    Alaiti, M. Amer
    Bullard, Jace
    Alazem, Kareem
    Margulies, Kenneth B.
    Cappola, Thomas P.
    Lemieux, Madeleine
    Plutzky, Jorge
    Bradner, James E.
    Haldar, Saptarsi M.
    [J]. CELL, 2013, 154 (03) : 569 - 582
  • [3] Tissue-specific SMARCA4 binding at active and repressed regulatory elements during embryogenesis
    Attanasio, Catia
    Nord, Alex S.
    Zhu, Yiwen
    Blow, Matthew J.
    Biddie, Simon C.
    Mendenhall, Eric M.
    Dixon, Jesse
    Wright, Crystal
    Hosseini, Roya
    Akiyama, Jennifer A.
    Holt, Amy
    Plajzer-Frick, Ingrid
    Shoukry, Malak
    Afzal, Veena
    Ren, Bing
    Bernstein, Bradley E.
    Rubin, Edward M.
    Visel, Axel
    Pennacchio, Len A.
    [J]. GENOME RESEARCH, 2014, 24 (06) : 920 - 929
  • [4] Segmental duplications: Organization and impact within the current Human Genome Project assembly
    Bailey, JA
    Yavor, AM
    Massa, HF
    Trask, BJ
    Eichler, EE
    [J]. GENOME RESEARCH, 2001, 11 (06) : 1005 - 1017
  • [5] Mouse Genome Database (MGD)-2017: community knowledge resource for the laboratory mouse
    Blake, Judith A.
    Eppig, Janan T.
    Kadin, James A.
    Richardson, Joel E.
    Smith, Cynthia L.
    Bult, Carol J.
    [J]. NUCLEIC ACIDS RESEARCH, 2017, 45 (D1) : D723 - D729
  • [6] ChIP-Seq identification of weakly conserved heart enhancers
    Blow, Matthew J.
    McCulley, David J.
    Li, Zirong
    Zhang, Tao
    Akiyama, Jennifer A.
    Holt, Amy
    Plajzer-Frick, Ingrid
    Shoukry, Malak
    Wright, Crystal
    Chen, Feng
    Afzal, Veena
    Bristow, James
    Ren, Bing
    Black, Brian L.
    Rubin, Edward M.
    Visel, Axel
    Pennacchio, Len A.
    [J]. NATURE GENETICS, 2010, 42 (09) : 806 - U107
  • [7] Buenrostro Jason D, 2015, Curr Protoc Mol Biol, V109, DOI 10.1002/0471142727.mb2129s109
  • [8] Accumulation of the Inner Nuclear Envelope Protein Sun1 Is Pathogenic in Progeric and Dystrophic Laminopathies
    Chen, Chia-Yen
    Chi, Ya-Hui
    Mutalif, Rafidah Abdul
    Starost, Matthew F.
    Myers, Timothy G.
    Anderson, Stasia A.
    Stewart, Colin L.
    Jeang, Kuan-Teh
    [J]. CELL, 2012, 149 (03) : 565 - 577
  • [9] Selene: a PyTorch-based deep learning library for sequence data
    Chen, Kathleen M.
    Cofer, Evan M.
    Zhou, Jian
    Troyanskaya, Olga G.
    [J]. NATURE METHODS, 2019, 16 (04) : 315 - +
  • [10] Corces MR, 2017, NAT METHODS, V14, P959, DOI [10.1038/NMETH.4396, 10.1038/nmeth.4396]