Genetic basis of lacunar stroke: a pooled analysis of individual patient data and genome-wide association studies

被引:122
作者
Traylor, Matthew [1 ,2 ,3 ]
Persyn, Elodie
Tomppo, Liisa [6 ]
Klasson, Sofia [7 ]
Abedi, Vida [8 ]
Bakker, Mark K. [11 ]
Torres, Nuria [12 ]
Li, Linxin [13 ]
Bell, Steven [14 ]
Rutten-Jacobs, Loes [15 ]
Tozer, Daniel J. [14 ]
Griessenauer, Christoph J. [9 ,16 ]
Zhang, Yanfei [10 ]
Pedersen, Annie [7 ]
Sharma, Pankaj [17 ]
Jimenez-Conde, Jordi [18 ]
Rundek, Tatjana [19 ]
Grewal, Raji P. [20 ]
Lindgren, Arne [21 ,22 ]
Meschia, James F. [23 ]
Salomaa, Veikko [24 ]
Havulinna, Aki [24 ,25 ]
Kourkoulis, Christina [26 ,27 ,30 ]
Crawford, Katherine [26 ,30 ]
Marini, Sandro [26 ,30 ]
Mitchell, Braxton D. [31 ,33 ]
Kittner, Steven J. [32 ,33 ]
Rosand, Jonathan [26 ,27 ,28 ,30 ]
Dichgans, Martin [34 ,35 ]
Jern, Christina [7 ]
Strbian, Daniel [6 ,36 ]
Fernandez-Cadenas, Israel [12 ,37 ,38 ]
Zand, Ramin [9 ]
Ruigrok, Ynte [11 ]
Rost, Natalia [29 ]
Lemmens, Robin [39 ,40 ]
Rothwell, Peter M. [13 ]
Anderson, Christopher D. [26 ,27 ,28 ,30 ]
Wardlaw, Joanna [41 ,42 ]
Lewis, Cathryn M. [4 ,5 ]
Markus, Hugh S. [14 ]
机构
[1] Queen Mary Univ London, Clin Pharmacol, London, England
[2] Queen Mary Univ London, Barts Heart Ctr, London, England
[3] Queen Mary Univ London, NIHR Barts Biomed Res Ctr, Barts Hlth NHS Trust, William Harvey Res Inst, London, England
[4] Kings Coll London, Dept Med & Mol Genet, London, England
[5] Kings Coll London, Social Genet & Dev Psychiat Ctr, London, England
[6] Helsinki Univ Hosp, Dept Neurol, Helsinki, Finland
[7] Univ Gothenburg, Sahlgrenska Acad, Inst Biomed, Dept Lab Med, Gothenburg, Sweden
[8] Geisinger Hlth Syst, Dept Mol & Funct Genom, Weis Ctr Res, Danville, PA USA
[9] Geisinger Hlth Syst, Neurosci Inst, Danville, PA USA
[10] Geisinger Hlth Syst, Genom Med Inst, Danville, PA USA
[11] Univ Med Ctr Utrecht, Dept Neurol & Neurosurg, Brain Ctr Rudolf Magnus, Utrecht, Netherlands
[12] Hosp Santa Creu & Sant Pau, Stroke Pharmacogen & Genet, St Pau Inst Res, Barcelona, Spain
[13] Univ Oxford, Nuffield Dept Clin Neurosci, Ctr Prevent Stroke & Dementia, Oxford, England
[14] Univ Cambridge, Clin Neurosci, Cambridge, England
[15] F Hoffmann La Roche, Prod Dev Personalized Hlth Care, Basel, Switzerland
[16] Paracelsus Med Univ, Inst Neurointervent, Salzburg, Austria
[17] Royal Holloway Univ London, Inst Cardiovasc Res, London, England
[18] Univ Pompeu Fabra, Univ Autonoma Barcelona, IMIM Inst Hosp Mar Invest Med, Neurovasc Res Grp,Dept Neurol,Hosp Mar,DCEXS, Barcelona, Spain
[19] Univ Miami, Miller Sch Med, Evelyn F McKnight Brain Inst, Dept Neurol, Miami, FL 33136 USA
[20] Seton Hall Univ, Neurosci Inst, St Francis Med Ctr, Sch Hlth & Med Sci, S Orange, NJ 07079 USA
[21] Skane Univ Hosp, Dept Neurol, Lund, Sweden
[22] Lund Univ, Dept Clin Sci Lund, Neurol, Lund, Sweden
[23] Mayo Clin, Dept Neurol, Jacksonville, FL 32224 USA
[24] Finnish Inst Hlth & Welf, Dept Publ Hlth Solut, Helsinki, Finland
[25] Inst Mol Med Finland FIMM HiLIFE, Helsinki, Finland
[26] Massachusetts Gen Hosp, Ctr Genom Med, Boston, MA 02114 USA
[27] Massachusetts Gen Hosp, Henry & Allison McCance Ctr Brain Hlth, Boston, MA 02114 USA
[28] Massachusetts Gen Hosp, Dept Neurol, Boston, MA 02114 USA
[29] Massachusetts Gen Hosp, J Philip Kistler Stroke Res Ctr, Boston, MA 02114 USA
[30] Broad Inst Harvard & MIT, Program Med & Populat Genet, Cambridge, MA USA
[31] Univ Maryland, Sch Med, Dept Med, Div Endocrinol Diabet & Nutr, Baltimore, MD 21201 USA
[32] Univ Maryland, Sch Med, Dept Neurol, Baltimore, MD 21201 USA
[33] Baltimore Vet Adm Med Ctr, Geriatr Res & Educ Clin Ctr, Baltimore, MD USA
[34] Ludwig Maximilians Univ Munchen, Inst Stroke & Dementia Res ISD, Munich, Germany
[35] Munich Cluster Syst Neurol SyNergy, Munich, Germany
[36] Univ Helsinki, Clin Neurosci, Helsinki, Finland
[37] Univ Autonoma Barcelona, Neurovasc Res Lab, Inst Recerca Hosp Vall dHebron, Barcelona, Spain
[38] Univ Autonoma Barcelona, Neurovasc Unit, Inst Recerca Hosp Vall dHebron, Barcelona, Spain
[39] Katholieke Univ Leuven, Dept Neurosci, Expt Neurol, Leuven, Belgium
[40] Univ Hosp Leuven, VIB Ctr Brain & Dis Res, Dept Neurol, Leuven, Belgium
[41] Univ Edinburgh, Ctr Clin Brain Sci, UK Dementia Res Inst, Edinburgh, Midlothian, Scotland
[42] Univ Edinburgh, Row Fogo Ctr Res Ageing Brain, Edinburgh, Midlothian, Scotland
基金
瑞典研究理事会; 美国国家卫生研究院; 英国惠康基金; 英国经济与社会研究理事会;
关键词
SMALL VESSEL DISEASE; ISCHEMIC-STROKE; SUBTYPES; VARIANTS; RISK; METAANALYSIS; LOCI; CLASSIFICATION; PATHOGENESIS; ONSET;
D O I
10.1016/S1474-4422(21)00031-4
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Background The genetic basis of lacunar stroke is poorly understood, with a single locus on 16q24 identified to date. We sought to identify novel associations and provide mechanistic insights into the disease. Methods We did a pooled analysis of data from newly recruited patients with an MRI-confirmed diagnosis of lacunar stroke and existing genome-wide association studies (GWAS). Patients were recruited from hospitals in the UK as part of the UK DNA Lacunar Stroke studies 1 and 2 and from collaborators within the International Stroke Genetics Consortium. Cases and controls were stratified by ancestry and two meta-analyses were done: a European ancestry analysis, and a transethnic analysis that included all ancestry groups. We also did a multi-trait analysis of GWAS, in a joint analysis with a study of cerebral white matter hyperintensities (an aetiologically related radiological trait), to find additional genetic associations. We did a transcriptome-wide association study (TWAS) to detect genes for which expression is associated with lacunar stroke; identified significantly enriched pathways using multi-marker analysis of genomic annotation; and evaluated cardiovascular risk factors causally associated with the disease using mendelian randomisation. Findings Our meta-analysis comprised studies from Europe, the USA, and Australia, including 7338 cases and 254 798 controls, of which 2987 cases (matched with 29 540 controls) were confirmed using MRI. Five loci (ICA1L-WDR12-CARF-NBEAL1, ULK4, SPI1-SLC39A13-PSMC3-RAPSN, ZCCHC14, ZBTB14-EPB41L3) were found to be associated with lacunar stroke in the European or transethnic meta-analyses. A further seven loci (SLC25A44-PMF1-BGLAP, LOX-ZNF474-LOC100505841, FOXF2-FOXQ1, VTA1-GPR126, SH3PXD2A, HTRA1-ARMS2, COL4A2) were found to be associated in the multi-trait analysis with cerebral white matter hyperintensities (n=42 310). Two of the identified loci contain genes (COL4A2 and HTRA1) that are involved in monogenic lacunar stroke. The TWAS identified associations between the expression of six genes (SCL25A44, ULK4, CARF, FAM117B, ICA1L, NBEAL1) and lacunar stroke. Pathway analyses implicated disruption of the extracellular matrix, phosphatidylinositol 5 phosphate binding, and roundabout binding (false discovery rate <0.05). Mendelian randomisation analyses identified positive associations of elevated blood pressure, history of smoking, and type 2 diabetes with lacunar stroke. Interpretation Lacunar stroke has a substantial heritable component, with 12 loci now identified that could represent future treatment targets. These loci provide insights into lacunar stroke pathogenesis, highlighting disruption of the vascular extracellular matrix (COL4A2, LOX, SH3PXD2A, GPR126, HTRA1), pericyte differentiation (FOXF2, GPR126), TGF-beta signalling (HTRA1), and myelination (ULK4, GPR126) in disease risk. Copyright (C) 2021 The Author(s). Published by Elsevier Ltd.
引用
收藏
页码:351 / 361
页数:11
相关论文
共 76 条
  • [61] Bayesian multivariate reanalysis of large genetic studies identifies many new associations
    Turchin, Michael C.
    Stephens, Matthew
    [J]. PLOS GENETICS, 2019, 15 (10):
  • [62] Multi-trait analysis of genome-wide association summary statistics using MTAG
    Turley, Patrick
    Walters, Raymond K.
    Maghzian, Omeed
    Okbay, Aysu
    Lee, James J.
    Fontana, Mark Alan
    Tuan Anh Nguyen-Viet
    Wedow, Robbee
    Zacher, Meghan
    Furlotte, Nicholas A.
    Magnusson, Patrik
    Oskarsson, Sven
    Johannesson, Magnus
    Visscher, Peter M.
    Laibson, David
    Cesarini, David
    Neale, Benjamin M.
    Benjamin, Daniel J.
    [J]. NATURE GENETICS, 2018, 50 (02) : 229 - +
  • [63] Multiethnic Genome-Wide Association Study of Cerebral White Matter Hyperintensities on MRI
    Verhaaren, Benjamin F. J.
    Debette, Stephanie
    Bis, Joshua C.
    Smith, Jennifer A.
    Ikram, M. Kamran
    Adams, Hieab H.
    Beecham, Ashley H.
    Rajan, Kumar B.
    Lopez, Lorna M.
    Barral, Sandra
    van Buchem, Mark A.
    van der Grond, Jeroen
    Smith, Albert V.
    Hegenscheid, Katrin
    Aggarwal, Neelum T.
    de Andrade, Mariza
    Atkinson, Elizabeth J.
    Beekman, Marian
    Beiser, Alexa S.
    Blanton, Susan H.
    Boerwinkle, Eric
    Brickman, Adam M.
    Bryan, R. Nick
    Chauhan, Ganesh
    Chen, Christopher P. L. H.
    Chouraki, Vincent
    de Craen, Anton J. M.
    Crivello, Fabrice
    Deary, Ian J.
    Deelen, Joris
    De Jager, Philip L.
    Dufouil, Carole
    Elkind, Mitchell S. V.
    Evans, Denis A.
    Freudenberger, Paul
    Gottesman, Rebecca F.
    Gudnason, Vilmundur
    Habes, Mohamad
    Heckbert, Susan R.
    Heiss, Gerardo
    Hilal, Saima
    Hofer, Edith
    Hofman, Albert
    Ibrahim-Verbaas, Carla A.
    Knopman, David S.
    Lewis, Cora E.
    Liao, Jiemin
    Liewald, David C. M.
    Luciano, Michelle
    van der Lugt, Aad
    [J]. CIRCULATION-CARDIOVASCULAR GENETICS, 2015, 8 (02) : 398 - +
  • [64] Small vessel disease: mechanisms and clinical implications
    Wardlaw, Joanna M.
    Smith, Colin
    Dichgans, Martin
    [J]. LANCET NEUROLOGY, 2019, 18 (07) : 684 - 696
  • [65] Neuroimaging standards for research into small vessel disease and its contribution to ageing and neurodegeneration
    Wardlaw, Joanna M.
    Smith, Eric E.
    Biessels, Geert J.
    Cordonnier, Charlotte
    Fazekas, Franz
    Frayne, Richard
    Lindley, Richard I.
    O'Brien, John T.
    Barkhof, Frederik
    Benavente, Oscar R.
    Black, Sandra E.
    Brayne, Carol
    Breteler, Monique
    Chabriat, Hugues
    DeCarli, Charles
    de Leeuw, Frank-Erik
    Doubal, Fergus
    Duering, Marco
    Fox, Nick C.
    Greenberg, Steven
    Hachinski, Vladimir
    Kilimann, Ingo
    Mok, Vincent
    van Oostenbrugge, Robert
    Pantoni, Leonardo
    Speck, Oliver
    Stephan, Blossom C. M.
    Teipel, Stefan
    Viswanathan, Anand
    Werring, David
    Chen, Christopher
    Smith, Colin
    van Buchem, Mark
    Norrving, Bo
    Gorelick, Philip B.
    Dichgans, Martin
    [J]. LANCET NEUROLOGY, 2013, 12 (08) : 822 - 838
  • [66] METAL: fast and efficient meta-analysis of genomewide association scans
    Willer, Cristen J.
    Li, Yun
    Abecasis, Goncalo R.
    [J]. BIOINFORMATICS, 2010, 26 (17) : 2190 - 2191
  • [67] Quality control and conduct of genome-wide association meta-analyses
    Winkler, Thomas W.
    Day, Felix R.
    Croteau-Chonka, Damien C.
    Wood, Andrew R.
    Locke, Adam E.
    Maegi, Reedik
    Ferreira, Teresa
    Fall, Tove
    Graff, Mariaelisa
    Justice, Anne E.
    Luan, Jian'an
    Gustafsson, Stefan
    Randall, Joshua C.
    Vedantam, Sailaja
    Workalemahu, Tsegaselassie
    Kilpelainen, Tuomas O.
    Scherag, Andre
    Esko, Tonu
    Kutalik, Zoltan
    Heid, Iris M.
    Loos, Ruth J. F.
    [J]. NATURE PROTOCOLS, 2014, 9 (05) : 1192 - 1212
  • [68] DrugBank 5.0: a major update to the DrugBank database for 2018
    Wishart, David S.
    Feunang, Yannick D.
    Guo, An C.
    Lo, Elvis J.
    Marcu, Ana
    Grant, Jason R.
    Sajed, Tanvir
    Johnson, Daniel
    Li, Carin
    Sayeeda, Zinat
    Assempour, Nazanin
    Iynkkaran, Ithayavani
    Liu, Yifeng
    Maciejewski, Adam
    Gale, Nicola
    Wilson, Alex
    Chin, Lucy
    Cummings, Ryan
    Le, Diana
    Pon, Allison
    Knox, Craig
    Wilson, Michael
    [J]. NUCLEIC ACIDS RESEARCH, 2018, 46 (D1) : D1074 - D1082
  • [69] Genetic variants associated with mosaic Y chromosome loss highlight cell cycle genes and overlap with cancer susceptibility
    Wright, Daniel J.
    Day, Felix R.
    Kerrison, Nicola D.
    Zink, Florian
    Cardona, Alexia
    Sulem, Patrick
    Thompson, Deborah J.
    Sigurjonsdottir, Svanhvit
    Gudbjartsson, Daniel F.
    Helgason, Agnar
    Chapman, J. Ross
    Jackson, Steve P.
    Langenberg, Claudia
    Wareham, Nicholas J.
    Scott, Robert A.
    Thorsteindottir, Unnur
    Ong, Ken K.
    Stefansson, Kari
    Perry, John R. B.
    [J]. NATURE GENETICS, 2017, 49 (05) : 674 - +
  • [70] Quantifying the mapping precision of genome-wide association studies using whole-genome sequencing data
    Wu, Yang
    Zheng, Zhili
    Visscher, Peter M.
    Yang, Jian
    [J]. GENOME BIOLOGY, 2017, 18