Whole genome sequence analysis of blood lipid levels in >66,000 individuals

被引:29
作者
Selvaraj, Margaret Sunitha [1 ,2 ,3 ]
Li, Xihao [4 ]
Li, Zilin [4 ]
Pampana, Akhil [2 ]
Zhang, David Y. [5 ,6 ]
Park, Joseph [5 ,6 ]
Aslibekyan, Stella [7 ]
Bis, Joshua C. [8 ]
Brody, Jennifer A. [8 ]
Cade, Brian E. [9 ]
Chuang, Lee-Ming [10 ]
Chung, Ren-Hua [11 ]
Curran, Joanne E. [12 ,13 ]
de Las Fuentes, Lisa [14 ,15 ]
de Vries, Paul S. [16 ]
Duggirala, Ravindranath [12 ,13 ]
Freedman, Barry, I [17 ]
Graff, Mariaelisa [18 ]
Guo, Xiuqing [19 ]
Heard-Costa, Nancy [20 ]
Hidalgo, Bertha [7 ]
Hwu, Chii-Min [21 ]
Irvin, Marguerite R. [7 ]
Kelly, Tanika N. [22 ,23 ]
Kral, Brian G. [24 ]
Lange, Leslie [25 ]
Li, Xiaohui [19 ]
Lisa, Martin [26 ]
Lubitz, Steven A. [1 ,27 ]
Manichaikul, Ani W. [28 ]
Michael, Preuss [29 ]
Montasser, May E. [30 ]
Morrison, Alanna C. [16 ]
Naseri, Take [31 ]
O'Connell, Jeffrey R. [30 ]
Palmer, Nicholette D. [32 ]
Peyser, Patricia A. [33 ]
Reupena, Muagututia S. [34 ]
Smith, Jennifer A. [33 ]
Sun, Xiao [22 ]
Taylor, Kent D. [19 ]
Tracy, Russell P. [35 ,36 ]
Tsai, Michael Y. [37 ]
Wang, Zhe [29 ]
Wang, Yuxuan [38 ]
Bao, Wei [39 ]
Wilkins, John T. [40 ,41 ]
Yanek, Lisa R. [24 ]
Zhao, Wei [33 ]
Arnett, Donna K. [42 ]
机构
[1] Massachusetts Gen Hosp, Cardiovasc Res Ctr, Boston, MA 02114 USA
[2] Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA 02142 USA
[3] Harvard Med Sch, Dept Med, Boston, MA 02115 USA
[4] Harvard TH Chan Sch Publ Hlth, Dept Biostat, Boston, MA 02115 USA
[5] Univ Penn, Perelman Sch Med, Dept Genet, Philadelphia, PA 19104 USA
[6] Univ Penn, Perelman Sch Med, Dept Med, Philadelphia, PA 19104 USA
[7] Univ Alabama Birmingham, Dept Epidemiol, Sch Publ Hlth, Birmingham, AL USA
[8] Univ Washington, Dept Med, Cardiovasc Hlth Res Unit, Seattle, WA USA
[9] Harvard Med Sch, Brigham & Womens Hosp, Dept Med, Boston, MA 02115 USA
[10] Natl Taiwan Univ Hosp, Dept Internal Med, Taipei, Taiwan
[11] Natl Hlth Res Inst, Inst Populat Hlth Sci, Zhunan 350, Taiwan
[12] Univ Texas Rio Grande Valley, Sch Med, Dept Human Genet, Brownsville, TX 78520 USA
[13] Univ Texas Rio Grande Valley, South Texas Diabet & Obes Inst, Sch Med, Brownsville, TX 78520 USA
[14] Washington Univ, Sch Med, Dept Med, Cardiovasc Div, St Louis, MO 63110 USA
[15] Washington Univ, Div Biostat, Sch Med, St Louis, MO USA
[16] Univ Texas Hlth Sci Ctr Houston, Sch Publ Hlth, Dept Epidemiol Human Genet & Environm Sci, Human Genet Ctr, Houston, TX 77030 USA
[17] Wake Forest Sch Med, Dept Internal Med, Sect Nephrol, Winston Salem, NC 27157 USA
[18] Univ N Carolina, Dept Epidemiol, Chapel Hill, NC USA
[19] Harbor UCLA Med Ctr, Lundquist Inst Biomed Innovat, Dept Pediat, Inst Translat Genom & Populat Sci, Torrance, CA 90509 USA
[20] Boston Univ, Sch Med, Dept Neurol, Boston, MA 02118 USA
[21] Taipei Vet Gen Hosp, Dept Med, Sect Endocrinol & Metab, Taipei, Taiwan
[22] Tulane Univ, Dept Epidemiol, Sch Publ Hlth & Trop Med, New Orleans, LA 70112 USA
[23] Tulane Univ, Translat Sci Inst, New Orleans, LA 70112 USA
[24] Johns Hopkins Univ, Dept Med, Sch Med, Baltimore, MD 21205 USA
[25] Univ Colorado, Dept Med, Div Biomed Informat & Personalized Med, Anschutz Med Campus, Aurora, CO USA
[26] George Washington Univ, Dept Med, Washingron, DC USA
[27] Broad Inst MIT & Harvard, Cardiovasc Dis Initiat, Cambridge, MA 02142 USA
[28] Univ Virginia, Ctr Publ Hlth Genom, Dept Publ Hlth Sci, Charlottesville, VA USA
[29] Icahn Sch Med Mt Sinai, Charles Bronfman Inst Personalized Med, New York, NY 10029 USA
[30] Univ Maryland, Sch Med, Dept Med, Baltimore, MD 21201 USA
[31] Govt Samoa, Minist Hlth, Pago Pago, AS USA
[32] Wake Forest Sch Med, Dept Biochem, Winston Salem, NC 27157 USA
[33] Univ Michigan, Dept Epidemiol, Ann Arbor, MI 48109 USA
[34] Lutia Puava Mapu Fagalele, Apia, Samoa
[35] Univ Vermont, Larner Coll Med, Dept Pathol, Colchester, VT USA
[36] Univ Vermont, Larner Coll Med, Dept Biochem, Colchester, VT USA
[37] Univ Minnesota, Dept Lab Med & Pathol, Minneapolis, MN 55455 USA
[38] Boston Univ, Sch Publ Hlth, Dept Biostat, Boston, MA 02118 USA
[39] Univ Sci & Technol China, Inst Publ Hlth, Div Life Sci & Med, Hefei 230026, Anhui, Peoples R China
[40] Northwestern Univ, Feinberg Sch Med, Dept Med Cardiol, Chicago, IL USA
[41] Northwestern Univ, Feinberg Sch Med, Dept Prevent Med, Chicago, IL USA
[42] Univ Kentucky, Coll Publ Hlth, Deans Off, Lexington, KY USA
[43] Harbor UCLA Med Ctr, Lundquist Inst Biomed Innovat, Torrance, CA 90509 USA
[44] Univ Mississippi, Med Ctr, Dept Populat Hlth Sci, Jackson, MS USA
[45] Washington Univ, Sch Med, McDonnell Genome Inst, St Louis, MO 63108 USA
[46] Univ Texas Hlth Sci Ctr Houston, Brown Fdn Inst Mol Med, McGovern Med Sch, Houston, TX 77030 USA
[47] Broad Inst, Cambridge, MA 02142 USA
[48] New York Genome Ctr, New York, NY 10013 USA
[49] Baylor Coll Med, Human Genome Sequencing Ctr, Houston, TX 77030 USA
[50] Albert Einstein Coll Med, Dept Epidemiol & Populat Hlth, Bronx, NY 10461 USA
关键词
FAMILIAL HYPERCHOLESTEROLEMIA; MISSING HERITABILITY; LOW-FREQUENCY; HIGH-RISK; LOW LDL; ASSOCIATION; MUTATIONS; VARIANT; METAANALYSIS; POPULATION;
D O I
10.1038/s41467-022-33510-7
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
Blood lipids are heritable modifiable causal factors for coronary artery disease. Despite well-described monogenic and polygenic bases of dyslipidemia, limitations remain in discovery of lipid-associated alleles using whole genome sequencing (WGS), partly due to limited sample sizes, ancestral diversity, and interpretation of clinical significance. Among 66,329 ancestrally diverse (56% non-European) participants, we associate 428M variants from deep-coverage WGS with lipid levels; -400M variants were not assessed in prior lipids genetic analyses. We find multiple lipid-related genes strongly associated with blood lipids through analysis of common and rare coding variants. We discover several associated rare non-coding variants, largely at Mendelian lipid genes. Notably, we observe rare LDLR intronic variants associated with markedly increased LDL-C, similar to rare LDLR exonic variants. In conclusion, we conducted a systematic whole genome scan for blood lipids expanding the alleles linked to lipids for multiple ancestries and characterize a clinically-relevant rare non-coding variant model for lipids.
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页数:18
相关论文
共 99 条
[1]   Mutations in PCSK9 cause autosomal dominant hypercholesterolemia [J].
Abifadel, M ;
Varret, M ;
Rabès, JP ;
Allard, D ;
Ouguerram, K ;
Devillers, M ;
Cruaud, C ;
Benjannet, S ;
Wickham, L ;
Erlich, D ;
Derré, A ;
Villéger, L ;
Farnier, M ;
Beucler, I ;
Bruckert, E ;
Chambaz, J ;
Chanu, B ;
Lecerf, JM ;
Luc, G ;
Moulin, P ;
Weissenbach, J ;
Prat, A ;
Krempf, M ;
Junien, C ;
Seidah, NG ;
Boileau, C .
NATURE GENETICS, 2003, 34 (02) :154-156
[2]   Genetic effects on gene expression across human tissues [J].
Aguet, Francois ;
Brown, Andrew A. ;
Castel, Stephane E. ;
Davis, Joe R. ;
He, Yuan ;
Jo, Brian ;
Mohammadi, Pejman ;
Park, Yoson ;
Parsana, Princy ;
Segre, Ayellet V. ;
Strober, Benjamin J. ;
Zappala, Zachary ;
Cummings, Beryl B. ;
Gelfand, Ellen T. ;
Hadley, Kane ;
Huang, Katherine H. ;
Lek, Monkol ;
Li, Xiao ;
Nedzel, Jared L. ;
Nguyen, Duyen Y. ;
Noble, Michael S. ;
Sullivan, Timothy J. ;
Tukiainen, Taru ;
MacArthur, Daniel G. ;
Getz, Gad ;
Management, Nih Program ;
Addington, Anjene ;
Guan, Ping ;
Koester, Susan ;
Little, A. Roger ;
Lockhart, Nicole C. ;
Moore, Helen M. ;
Rao, Abhi ;
Struewing, Jeffery P. ;
Volpi, Simona ;
Collection, Biospecimen ;
Brigham, Lori E. ;
Hasz, Richard ;
Hunter, Marcus ;
Johns, Christopher ;
Johnson, Mark ;
Kopen, Gene ;
Leinweber, William F. ;
Lonsdale, John T. ;
McDonald, Alisa ;
Mestichelli, Bernadette ;
Myer, Kevin ;
Roe, Bryan ;
Salvatore, Michael ;
Shad, Saboor .
NATURE, 2017, 550 (7675) :204-+
[3]   An atlas of active enhancers across human cell types and tissues [J].
Andersson, Robin ;
Gebhard, Claudia ;
Miguel-Escalada, Irene ;
Hoof, Ilka ;
Bornholdt, Jette ;
Boyd, Mette ;
Chen, Yun ;
Zhao, Xiaobei ;
Schmidl, Christian ;
Suzuki, Takahiro ;
Ntini, Evgenia ;
Arner, Erik ;
Valen, Eivind ;
Li, Kang ;
Schwarzfischer, Lucia ;
Glatz, Dagmar ;
Raithel, Johanna ;
Lilje, Berit ;
Rapin, Nicolas ;
Bagger, Frederik Otzen ;
Jorgensen, Mette ;
Andersen, Peter Refsing ;
Bertin, Nicolas ;
Rackham, Owen ;
Burroughs, A. Maxwell ;
Baillie, J. Kenneth ;
Ishizu, Yuri ;
Shimizu, Yuri ;
Furuhata, Erina ;
Maeda, Shiori ;
Negishi, Yutaka ;
Mungall, Christopher J. ;
Meehan, Terrence F. ;
Lassmann, Timo ;
Itoh, Masayoshi ;
Kawaji, Hideya ;
Kondo, Naoto ;
Kawai, Jun ;
Lennartsson, Andreas ;
Daub, Carsten O. ;
Heutink, Peter ;
Hume, David A. ;
Jensen, Torben Heick ;
Suzuki, Harukazu ;
Hayashizaki, Yoshihide ;
Mueller, Ferenc ;
Forrest, Alistair R. R. ;
Carninci, Piero ;
Rehli, Michael ;
Sandelin, Albin .
NATURE, 2014, 507 (7493) :455-+
[4]  
Aragam KG, 2020, J AM COLL CARDIOL, V75, P2769, DOI 10.1016/j.jacc.2020.04.027
[5]   Novel Mutations Identification in Exon 4 of LDLR Gene in Patients With Moderate Hypercholesterolemia in a Venezuelan Population [J].
Arraiz, Nailet ;
Bermudez, Valmore ;
Rondon, Netxibeth ;
Reyes, Francia ;
Borjas, Lisbeth ;
Solis, Ernesto ;
Mujica, Endrina ;
Prieto, Carem ;
Reyna, Nadia ;
Velasco, Manuel .
AMERICAN JOURNAL OF THERAPEUTICS, 2010, 17 (03) :325-329
[6]   Effects of torcetrapib in patients at high risk for coronary events [J].
Barter, Philip J. ;
Caulfield, Mark ;
Eriksson, Mats ;
Grundy, Scott M. ;
Kastelein, John J. P. ;
Komajda, Michel ;
Lopez-Sendon, Jose ;
Mosca, Lori ;
Tardif, Jean-Claude ;
Waters, David D. ;
Shear, Charles L. ;
Revkin, James H. ;
Buhr, Kevin A. ;
Fisher, Marian R. ;
Tall, Alan R. ;
Brewer, Bryan .
NEW ENGLAND JOURNAL OF MEDICINE, 2007, 357 (21) :2109-2122
[7]   Mutations causative of familial hypercholesterolaemia: screening of 98 098 individuals from the Copenhagen General Population Study estimated a prevalence of 1 in 217 [J].
Benn, Marianne ;
Watts, Gerald F. ;
Tybjaerg-Hansen, Anne ;
Nordestgaard, Borge G. .
EUROPEAN HEART JOURNAL, 2016, 37 (17) :1384-1394
[8]   Multi-ancestry genome-wide gene-smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids [J].
Bentley, Amy R. ;
Sung, Yun J. ;
Brown, Michael R. ;
Winkler, Thomas W. ;
Kraja, Aldi T. ;
Ntalla, Ioanna ;
Schwander, Karen ;
Chasman, Daniel, I ;
Lim, Elise ;
Deng, Xuan ;
Guo, Xiuqing ;
Liu, Jingmin ;
Lu, Yingchang ;
Cheng, Ching-Yu ;
Sim, Xueling ;
Vojinovic, Dina ;
Huffman, Jennifer E. ;
Musani, Solomon K. ;
Li, Changwei ;
Feitosa, Mary F. ;
Richard, Melissa A. ;
Noordam, Raymond ;
Baker, Jenna ;
Chen, Guanjie ;
Aschard, Hugues ;
Bartz, Traci M. ;
Ding, Jingzhong ;
Dorajoo, Rajkumar ;
Manning, Alisa K. ;
Rankinen, Tuomo ;
Smith, Albert, V ;
Tajuddin, Salman M. ;
Zhao, Wei ;
Graff, Mariaelisa ;
Alver, Maris ;
Boissel, Mathilde ;
Chai, Jin Fang ;
Chen, Xu ;
Divers, Jasmin ;
Evangelou, Evangelos ;
Gao, Chuan ;
Goel, Anuj ;
Hagemeijer, Yanick ;
Harris, Sarah E. ;
Hartwig, Fernando P. ;
He, Meian ;
Horimoto, Andrea R. V. R. ;
Hsu, Fang-Chi ;
Hung, Yi-Jen ;
Jackson, Anne U. .
NATURE GENETICS, 2019, 51 (04) :636-+
[9]   The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019 [J].
Buniello, Annalisa ;
MacArthur, Jacqueline A. L. ;
Cerezo, Maria ;
Harris, Laura W. ;
Hayhurst, James ;
Malangone, Cinzia ;
McMahon, Aoife ;
Morales, Joannella ;
Mountjoy, Edward ;
Sollis, Elliot ;
Suveges, Daniel ;
Vrousgou, Olga ;
Whetzel, Patricia L. ;
Amode, Ridwan ;
Guillen, Jose A. ;
Riat, Harpreet S. ;
Trevanion, Stephen J. ;
Hall, Peggy ;
Junkins, Heather ;
Flicek, Paul ;
Burdett, Tony ;
Hindorff, Lucia A. ;
Cunningham, Fiona ;
Parkinson, Helen .
NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) :D1005-D1012
[10]   The UK Biobank resource with deep phenotyping and genomic data [J].
Bycroft, Clare ;
Freeman, Colin ;
Petkova, Desislava ;
Band, Gavin ;
Elliott, Lloyd T. ;
Sharp, Kevin ;
Motyer, Allan ;
Vukcevic, Damjan ;
Delaneau, Olivier ;
O'Connell, Jared ;
Cortes, Adrian ;
Welsh, Samantha ;
Young, Alan ;
Effingham, Mark ;
McVean, Gil ;
Leslie, Stephen ;
Allen, Naomi ;
Donnelly, Peter ;
Marchini, Jonathan .
NATURE, 2018, 562 (7726) :203-+