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Multi-ancestry genome-wide gene-smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids

Authors :
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 RVR
Hsu, Fang-Chi
Hung, Yi-Jen
Jackson, Anne U
Kasturiratne, Anuradhani
Komulainen, Pirjo
Kuehnel, Brigitte
Leander, Karin
Lin, Keng-Hung
Luan, Jian'an
Lyytikainen, Leo-Pekka
Matoba, Nana
Nolte, Ilja M
Pietzner, Maik
Prins, Bram
Riaz, Muhammad
Robino, Antonietta
Said, M Abdullah
Schupf, Nicole
Scott, Robert A
Sofer, Tamar
Stancakova, Alena
Takeuchi, Fumihiko
Tayo, Bamidele O
van der Most, Peter J
Varga, Tibor V
Wang, Tzung-Dau
Wang, Yajuan
Ware, Erin B
Wen, Wanqing
Xiang, Yong-Bing
Yanek, Lisa R
Zhang, Weihua
Zhao, Jing Hua
Adeyemo, Adebowale
Afaq, Saima
Amin, Najaf
Amini, Marzyeh
Arking, Dan E
Arzumanyan, Zorayr
Aung, Tin
Ballantyne, Christie
Barr, R Graham
Bielak, Lawrence F
Boerwinkle, Eric
Bottinger, Erwin P
Broeckel, Ulrich
Brown, Morris
Cade, Brian E
Campbell, Archie
Canouil, Mickael
Charumathi, Sabanayagam
Chen, Yii-Der Ida
Christensen, Kaare
Concas, Maria Pina
Connell, John M
de las Fuentes, Lisa
de Silva, H Janaka
de Vries, Paul S
Doumatey, Ayo
Duan, Qing
Eaton, Charles B
Eppinga, Ruben N
Faul, Jessica D
Floyd, James S
Forouhi, Nita G
Forrester, Terrence
Friedlander, Yechiel
Gandin, Ilaria
Gao, He
Ghanbari, Mohsen
Gharib, Sina A
Gigante, Bruna
Giulianini, Franco
Grabe, Hans J
Gu, C Charles
Harris, Tamara B
Heikkinen, Sami
Heng, Chew-Kiat
Hirata, Makoto
Hixson, James E
Ikram, M Arfan
Jia, Yucheng
Joehanes, Roby
Johnson, Craig
Jonas, Jost Bruno
Justice, Anne E
Katsuya, Tomohiro
Khor, Chiea Chuen
Kilpelainen, Tuomas O
Koh, Woon-Puay
Kolcic, Ivana
Kooperberg, Charles
Krieger, Jose E
Kritchevsky, Stephen B
Kubo, Michiaki
Kuusisto, Johanna
Lakka, Timo A
Langefeld, Carl D
Langenberg, Claudia
Launer, Lenore J
Lehne, Benjamin
Lewis, Cora E
Li, Yize
Liang, Jingjing
Lin, Shiow
Liu, Ching-Ti
Liu, Jianjun
Liu, Kiang
Loh, Marie
Lohman, Kurt K
Louie, Tin
Luzzi, Anna
Magi, Reedik
Mahajan, Anubha
Manichaikul, Ani W
McKenzie, Colin A
Meitinger, Thomas
Metspalu, Andres
Milaneschi, Yuri
Milani, Lili
Mohlke, Karen L
Momozawa, Yukihide
Morris, Andrew P
Murray, Alison D
Nalls, Mike A
Nauck, Matthias
Nelson, Christopher P
North, Kari E
O'Connell, Jeffrey R
Palmer, Nicholette D
Papanicolau, George J
Pedersen, Nancy L
Peters, Annette
Peyser, Patricia A
Polasek, Ozren
Poulter, Neil
Raitakari, Olli T
Reiner, Alex P
Renstrom, Frida
Rice, Treva K
Rich, Stephen S
Robinson, Jennifer G
Rose, Lynda M
Rosendaal, Frits R
Rudan, Igor
Schmidt, Carsten O
Schreiner, Pamela J
Scott, William R
Sever, Peter
Shi, Yuan
Sidney, Stephen
Sims, Mario
Smith, Jennifer A
Snieder, Harold
Starr, John M
Strauch, Konstantin
Stringham, Heather M
Tan, Nicholas YQ
Tang, Hua
Taylor, Kent D
Teo, Yik Ying
Tham, Yih Chung
Tiemeier, Henning
Turner, Stephen T
Uitterlinden, Andre G
van Heemst, Diana
Waldenberger, Melanie
Wang, Heming
Wang, Lan
Wang, Lihua
Wei, Wen Bin
Williams, Christine A
Sr, Wilson Gregory
Wojczynski, Mary K
Yao, Jie
Young, Kristin
Yu, Caizheng
Yuan, Jian-Min
Zhou, Jie
Zonderman, Alan B
Becker, Diane M
Boehnke, Michael
Bowden, Donald W
Chambers, John C
Cooper, Richard S
de Faire, Ulf
Deary, Ian J
Elliott, Paul
Esko, Tonu
Farrall, Martin
Franks, Paul W
Freedman, Barry I
Froguel, Philippe
Gasparini, Paolo
Gieger, Christian
Horta, Bernardo L
Juang, Jyh-Ming Jimmy
Kamatani, Yoichiro
Kammerer, Candace M
Kato, Norihiro
Kooner, Jaspal S
Laakso, Markku
Laurie, Cathy C
Lee, I-Te
Lehtimaki, Terho
Magnusson, Patrik KE
Oldehinkel, Albertine J
Penninx, Brenda WJH
Pereira, Alexandre C
Rauramaa, Rainer
Redline, Susan
Samani, Nilesh J
Scott, James
Shu, Xiao-Ou
van der Harst, Pim
Wagenknecht, Lynne E
Wang, Jun-Sing
Wang, Ya Xing
Wareham, Nicholas J
Watkins, Hugh
Weir, David R
Wickremasinghe, Ananda R
Wu, Tangchun
Zeggini, Eleftheria
Zheng, Wei
Bouchard, Claude
Evans, Michele K
Gudnason, Vilmundur
Kardia, Sharon LR
Liu, Yongmei
Psaty, Bruce M
Ridker, Paul M
van Dam, Rob M
Mook-Kanamori, Dennis O
Fornage, Myriam
Province, Michael A
Kelly, Tanika N
Fox, Ervin R
Hayward, Caroline
van Duijn, Cornelia M
Tai, E Shyong
Wong, Tien Yin
Loos, Ruth JF
Franceschini, Nora
Rotter, Jerome I
Zhu, Xiaofeng
Bierut, Laura J
Gauderman, W James
Rice, Kenneth
Munroe, Patricia B
Morrison, Alanna C
Rao, Dabeeru C
Rotimi, Charles N
Cupples, L Adrienne
Consortium, COGENT-Kidney
Consortium, EPIC-InterAct
Grp, Understanding Soc Sci
Cohort, Lifelines
National Institutes of Health [Bethesda] (NIH)
Washington University School of Medicine in St. Louis
Washington University in Saint Louis (WUSTL)
The University of Texas Health Science Center at Houston (UTHealth)
Universität Regensburg (UR)
Queen Mary University of London (QMUL)
Brigham and Women's Hospital [Boston]
Harvard Medical School [Boston] (HMS)
School of Public Health [Boston]
Boston University [Boston] (BU)
Los Angeles Biomedical Research Institute (LA BioMed)
Fred Hutchinson Cancer Research Center [Seattle] (FHCRC)
Icahn School of Medicine at Mount Sinai [New York] (MSSM)
Singapore Eye Research Institute [Singapore] (SERI)
Duke-NUS Medical School [Singapore]
National University of Singapore (NUS)
Erasmus University Medical Center [Rotterdam] (Erasmus MC)
University of Edinburgh
University of Mississippi Medical Center (UMMC)
University of Georgia [USA]
Leiden University Medical Center (LUMC)
Centre de Bioinformatique, Biostatistique et Biologie Intégrative (C3BI)
Institut Pasteur [Paris]-Centre National de la Recherche Scientifique (CNRS)
Harvard T.H. Chan School of Public Health
University of Washington [Seattle]
Wake Forest University
Genome Institute of Singapore (GIS)
Massachusetts General Hospital [Boston]
Pennington Biomedical Research Center
Louisiana State University (LSU)
Icelandic Heart Association [Kopavogur, Iceland] (IHA)
University of Iceland [Reykjavik]
University of Michigan [Ann Arbor]
University of Michigan System
University of North Carolina [Chapel Hill] (UNC)
University of North Carolina System (UNC)
University of Tartu
Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (GI3M)
Institut Pasteur de Lille
Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)
Karolinska Institutet [Stockholm]
Wake Forest School of Medicine [Winston-Salem]
Wake Forest Baptist Medical Center
Imperial College London
University of Ioannina
University of Oxford [Oxford]
University of Groningen [Groningen]
Universidade Federal de Pelotas = Federal University of Pelotas (UFPel)
University of Bristol [Bristol]
Huazhong University of Science and Technology [Wuhan] (HUST)
Universidade de São Paulo Medical School (FMUSP)
Case Western Reserve University [Cleveland]
University of Southern California (USC)
This project was largely supported by a grant from the US National Heart, Lung, and Blood Institute of the National Institutes of Health (R01HL118305) and by the Intramural Research Program of the National Human Genome Research Institute of the National Institutes of Health through the Center for Research on Genomics and Global Health (CRGGH). The CRGGH is supported by the National Human Genome Research Institute, the National Institute of Diabetes and Digestive and Kidney Diseases, the Center for Information Technology, and the Office of the Director at the National Institutes of Health (Z01HG200362).
Bentley, Ar
Sung, Yj
Brown, Mr
Winkler, Tw
Kraja, At
Ntalla, I
Schwander, K
Chasman, Di
Lim, E
Deng, X
Guo, X
Liu, J
Lu, Y
Cheng, Cy
Sim, X
Vojinovic, D
Huffman, Je
Musani, Sk
Li, C
Feitosa, Mf
Richard, Ma
Noordam, R
Baker, J
Chen, G
Aschard, H
Bartz, Tm
Ding, J
Dorajoo, R
Manning, Ak
Rankinen, T
Smith, Av
Tajuddin, Sm
Zhao, W
Graff, M
Alver, M
Boissel, M
Chai, Jf
Chen, X
Divers, J
Evangelou, E
Gao, C
Goel, A
Hagemeijer, Y
Harris, Se
Hartwig, Fp
He, M
Horimoto, Arvr
Hsu, Fc
Hung, Yj
Jackson, Au
Kasturiratne, A
Komulainen, P
Kühnel, B
Leander, K
Lin, Kh
Luan, J
Lyytikäinen, Lp
Matoba, N
Nolte, Im
Pietzner, M
Prins, B
Riaz, M
Robino, A
Said, Ma
Schupf, N
Scott, Ra
Sofer, T
Stancáková, A
Takeuchi, F
Tayo, Bo
van der Most, Pj
Varga, Tv
Wang, Td
Wang, Y
Ware, Eb
Wen, W
Xiang, Yb
Yanek, Lr
Zhang, W
Zhao, Jh
Adeyemo, A
Afaq, S
Amin, N
Amini, M
Arking, De
Arzumanyan, Z
Aung, T
Ballantyne, C
Barr, Rg
Bielak, Lf
Boerwinkle, E
Bottinger, Ep
Broeckel, U
Brown, M
Cade, Be
Campbell, A
Canouil, M
Charumathi, S
Chen, Yi
Christensen, K
COGENT-Kidney, Consortium
Concas, Mp
Connell, Jm
de Las Fuentes, L
de Silva, Hj
de Vries, P
Doumatey, A
Duan, Q
Eaton, Cb
Eppinga, Rn
Faul, Jd
Floyd, J
Forouhi, Ng
Forrester, T
Friedlander, Y
Gandin, I
Gao, H
Ghanbari, M
Gharib, Sa
Gigante, B
Giulianini, F
Grabe, Hj
Gu, Cc
Harris, Tb
Heikkinen, S
Heng, Ck
Hirata, M
Hixson, Je
Ikram, Ma
EPIC-InterAct, Consortium
Jia, Y
Joehanes, R
Johnson, C
Jonas, Jb
Justice, Ae
Katsuya, T
Khor, Cc
Kilpeläinen, To
Koh, Wp
Kolcic, I
Kooperberg, C
Krieger, Je
Kritchevsky, Sb
Kubo, M
Kuusisto, J
Lakka, Ta
Langefeld, Cd
Langenberg, C
Launer, Lj
Lehne, B
Lewis, Ce
Li, Y
Liang, J
Lin, S
Liu, Ct
Liu, K
Loh, M
Lohman, Kk
Louie, T
Luzzi, A
Mägi, R
Mahajan, A
Manichaikul, Aw
Mckenzie, Ca
Meitinger, T
Metspalu, A
Milaneschi, Y
Milani, L
Mohlke, Kl
Momozawa, Y
Morris, Ap
Murray, Ad
Nalls, Ma
Nauck, M
Nelson, Cp
North, Ke
O'Connell, Jr
Palmer, Nd
Papanicolau, Gj
Pedersen, Nl
Peters, A
Peyser, Pa
Polasek, O
Poulter, N
Raitakari, Ot
Reiner, Ap
Renström, F
Rice, Tk
Rich, S
Robinson, Jg
Rose, Lm
Rosendaal, Fr
Rudan, I
Schmidt, Co
Schreiner, Pj
Scott, Wr
Sever, P
Shi, Y
Sidney, S
Sims, M
Smith, Ja
Snieder, H
Starr, Jm
Strauch, K
Stringham, Hm
Tan, Nyq
Tang, H
Taylor, Kd
Teo, Yy
Tham, Yc
Tiemeier, H
Turner, St
Uitterlinden, Ag
Understanding Society Scientific, Group
van Heemst, D
Waldenberger, M
Wang, H
Wang, L
Wei, Wb
Williams, Ca
Wilson, G Sr
Wojczynski, Mk
Yao, J
Young, K
Yu, C
Yuan, Jm
Zhou, J
Zonderman, Ab
Becker, Dm
Boehnke, M
Bowden, Dw
Chambers, Jc
Cooper, R
de Faire, U
Deary, Ij
Elliott, P
Esko, T
Farrall, M
Franks, Pw
Freedman, Bi
Froguel, P
Gasparini, P
Gieger, C
Horta, Bl
Juang, Jj
Kamatani, Y
Kammerer, Cm
Kato, N
Kooner, J
Laakso, M
Laurie, Cc
Lee, It
Lehtimäki, T
Lifelines, Cohort
Magnusson, Pke
Oldehinkel, Aj
Penninx, Bwjh
Pereira, Ac
Rauramaa, R
Redline, S
Samani, Nj
Scott, J
Shu, Xo
van der Harst, P
Wagenknecht, Le
Wang, J
Wang, Yx
Wareham, Nj
Watkins, H
Weir, Dr
Wickremasinghe, Ar
Wu, T
Zeggini, E
Zheng, W
Bouchard, C
Evans, Mk
Gudnason, V
Kardia, Slr
Liu, Y
Psaty, Bm
Ridker, Pm
van Dam, Rm
Mook-Kanamori, Do
Fornage, M
Province, Ma
Kelly, Tn
Fox, Er
Hayward, C
van Duijn, Cm
Tai, E
Wong, Ty
Loos, Rjf
Franceschini, N
Rotter, Ji
Zhu, X
Bierut, Lj
Gauderman, Wj
Rice, K
Munroe, Pb
Morrison, Ac
Rao, Dc
Rotimi, Cn
Cupples, La.
Luan, Jian'an [0000-0003-3137-6337]
Pietzner, Maik [0000-0003-3437-9963]
Zhao, Jing Hua [0000-0003-4930-3582]
Forouhi, Nita [0000-0002-5041-248X]
Langenberg, Claudia [0000-0002-5017-7344]
Wareham, Nicholas [0000-0003-1422-2993]
Apollo - University of Cambridge Repository
Epidemiology
Neurology
Radiology & Nuclear Medicine
Internal Medicine
Life Course Epidemiology (LCE)
Interdisciplinary Centre Psychopathology and Emotion regulation (ICPE)
Cardiovascular Centre (CVC)
Home Office
Action on Hearing Loss
Imperial College Healthcare NHS Trust- BRC Funding
Medical Research Council (MRC)
Universiteit Leiden
Institut Pasteur [Paris] (IP)-Centre National de la Recherche Scientifique (CNRS)
Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (EGENODIA (GI3M))
University of Oxford
Psychiatry
Amsterdam Neuroscience - Complex Trait Genetics
APH - Mental Health
APH - Digital Health
Source :
Nature Genetics, Nature Genetics, Nature Publishing Group, 2019, 51 (4), pp.636-648. ⟨10.1038/s41588-019-0378-y⟩, NATURE GENETICS, Nature Genetics, 51(4), 636, Bentley, A R, Sung, Y J, Brown, M R, Winkler, T W, Kraja, A T, Ntalla, I, Schwander, K, Chasman, D I, Lim, E, Deng, X, Guo, X, Liu, J, Lu, Y, Cheng, C-Y, Sim, X, Vojinovic, D, Huffman, J E, Musani, S K, Li, C, Feitosa, M F, Richard, M A, Noordam, R, Baker, J, Chen, G, Aschard, H, Bartz, T M, Ding, J, Dorajoo, R, Manning, A K, Rankinen, T, Smith, A V, Tajuddin, S M, Zhao, W, Graff, M, Alver, M, Boissel, M, Chai, J F, Chen, X, Divers, J, Evangelou, E, Gao, C, Goel, A, Hagemeijer, Y, Harris, S E, Hartwig, F P, He, M, Horimoto, A R V R, Milaneschi, Y, Yuan, J-M, Penninx, B W J H, COGENT-Kidney Consortium, EPIC-InterAct Consortium, Understanding Society Scientific group, Lifelines Cohort, Pereira, C, Rauramaa, R, Redline, S, Samani, N J, Scott, J, Shu, X-O, van der Harst, P, Wagenknecht, L E, Wang, J-S, Wang, Y X, Wareham, N, Watkins, H, Weir, D R, Wickremasinghe, A R, Wu, T, Zeggini, E, Zheng, W, Bouchard, C, Evans, M K, Gudnason, V, Kardia, S L R, Liu, Y, Psaty, B M, Ridker, P M, Van Dam, R M, Hayward, C, van Duijn, C M, Tai, E-S, Wong, T Y, Loos, R J F, Franceschini, N, Rotter, J I, Zhu, X, Bierut, L J, Gauderman, W J, Rice, K M, Munroe, P B, Morrison, A C, Rao, D C, Rotimi, C N & Cupples, L A 2019, ' Multi-ancestry genome-wide gene–smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids ', Nature Genetics, vol. 51, no. 4, pp. 636-648 . https://doi.org/10.1038/s41588-019-0378-y, Bentley, A R, Sung, Y J, Brown, M R, Winkler, T W, Kraja, A T, Ntalla, I, Schwander, K, Chasman, D I, Lim, E, Deng, X, Guo, X, Liu, J, Lu, Y, Cheng, C Y, Sim, X, Vojinovic, D, Huffman, J E, Musani, S K, Li, C, Feitosa, M F, Richard, M A, Noordam, R, Baker, J, Chen, G, Aschard, H, Bartz, T M, Ding, J, Dorajoo, R, Manning, A K, Rankinen, T, Smith, A V, Tajuddin, S M, Zhao, W, Graff, M, Alver, M, Boissel, M, Chai, J F, Chen, X, Divers, J, Evangelou, E, Gao, C, Goel, A, Hagemeijer, Y, Harris, S E, Hartwig, F P, He, M, Horimoto, A R V R, Hsu, F C, Christensen, K, Wang, J S, Understanding Society Scientific Group, Lifelines Cohort, COGENT-Kidney Consortium & EPIC-InterAct Consortium 2019, ' Multi-ancestry genome-wide gene–smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids ', Nature Genetics, vol. 51, no. 4, pp. 636-648 . https://doi.org/10.1038/s41588-019-0378-y, COGENT-Kidney Consortium & Morris, A P 2019, ' Multi-ancestry genome-wide gene-smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids ', Nature Genetics, vol. 51, no. 4, pp. 636-648 . https://doi.org/10.1038/s41588-019-0378-y, Nature Genetics, 51(4), 636-+. Nature Publishing Group, Nature Genetics, 2019, 51 (4), pp.636-648. ⟨10.1038/s41588-019-0378-y⟩, Nature Genetics, 51(4), 636-648. Nature Publishing Group, 2019, ' Multi-ancestry genome-wide gene–smoking interaction study of 387,272 individuals identifies new loci associated with serum lipids ', Nature Genetics, vol. 51, no. 4, pp. 636-648 . https://doi.org/10.1038/s41588-019-0378-y, Nature genetics
Publication Year :
2019

Abstract

The concentrations of high- and low-density lipoprotein cholesterol and triglycerides are influenced by smoking, but it is unknown whether genetic associations with lipids may be modified by smoking. We conducted a multi-ancestry genome-wide gene-smoking interaction study in 133,805 individuals with follow-up in an additional 253,467 individuals. Combined meta-analyses identified 13 novel loci, some of which were detected only because the association differed by smoking status. Additionally, we demonstrated the importance of including diverse populations, particularly in studies of interactions with lifestyle factors, where genomic and lifestyle differences by ancestry may contribute to novel findings.<br />Editorial summary: A multi-ancestry genome-wide gene-smoking interaction study identifies 13 new loci associated with serum lipids.

Subjects

Subjects :
Male
Linkage disequilibrium
Blood lipids
Genome-wide association study
VARIANTS
SUSCEPTIBILITY
Environment interaction
Genome
Linkage Disequilibrium
MESH: Genotype
0302 clinical medicine
MESH: Aged, 80 and over
Genotype
NICOTINE METABOLISM
11 Medical and Health Sciences
Genetics & Heredity
Aged, 80 and over
Genetics
MESH: Aged
0303 health sciences
ARCHITECTURE
[STAT.AP]Statistics [stat]/Applications [stat.AP]
Genotype imputation
MESH: Middle Aged
CHOLESTEROL
Smoking
MESH: Life Style
Lifelines Cohort
Middle Aged
Lipids
3. Good health
ENVIRONMENT INTERACTION
GENOTYPE IMPUTATION
RISK LOCI
METAANALYSIS
CIGARETTES
Cholesterol
MESH: Linkage Disequilibrium
MESH: Young Adult
Meta-analysis
Genome-Wide Association Study/methods
Smoking/blood
Medical genetics
Female
EPIC-InterAct Consortium
Life Sciences & Biomedicine
[STAT.ME]Statistics [stat]/Methodology [stat.ME]
Adult
Metaanalysi
Understanding Society Scientific Group
medicine.medical_specialty
MESH: Smoking
Adolescent
Genomics
COGENT-Kidney Consortium
Biology
Nicotine metabolism
Risk loci
Metaanalysis
Cigarettes
Article
Young Adult
03 medical and health sciences
genomics
medicine
Humans
Linkage Disequilibrium/genetics
Life Style
Aged
030304 developmental biology
MESH: Adolescent
Science & Technology
MESH: Humans
Lipids/blood
MESH: Adult
06 Biological Sciences
MESH: Lipids
MESH: Male
cardiovascular diseases
[SDV.GEN.GH]Life Sciences [q-bio]/Genetics/Human genetics
genome-wide association studies
MESH: Genome-Wide Association Study
[SDV.SPEE]Life Sciences [q-bio]/Santé publique et épidémiologie
[INFO.INFO-BI]Computer Science [cs]/Bioinformatics [q-bio.QM]
MESH: Female
030217 neurology & neurosurgery
Developmental Biology
Genome-Wide Association Study

Details

Language :
English
ISSN :
15461718 and 10614036
Volume :
51
Issue :
4
Database :
OpenAIRE
Journal :
Nature Genetics
Accession number :
edsair.doi.dedup.....5177e19ad850477c3c810e7883a94b85
Full Text :
https://doi.org/10.1038/s41588-019-0378-y⟩