Mendelian Randomization in Stroke: A Powerful Approach to Causal Inference and Drug Target Validation

被引:10
作者
Acosta, Julian N. [1 ]
Szejko, Natalia [1 ,2 ,3 ]
Falcone, Guido J. [1 ]
机构
[1] Yale Sch Med, Dept Neurol, Div Neurocrit Care & Emergency Neurol, New Haven, CT 06510 USA
[2] Med Univ Warsaw, Dept Neurol, Warsaw, Poland
[3] Med Univ Warsaw, Dept Bioeth, Warsaw, Poland
关键词
stroke; genetics; Mendelian randomization; polygenic risk scores; drug target validation; HEALTH-CARE PROFESSIONALS; ISCHEMIC-STROKE; ATRIAL-FIBRILLATION; CEREBROVASCULAR-DISEASE; DIABETES-MELLITUS; RISK; SUBTYPES; BIOBANK; SMOKING; ASSOCIATIONS;
D O I
10.3389/fgene.2021.683082
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Stroke is a leading cause of death and disability worldwide. However, our understanding of its underlying biology and the number of available treatment options remain limited. Mendelian randomization (MR) offers a powerful approach to identify novel biological pathways and therapeutic targets for this disease. Around ~100 MR studies have been conducted so far to explore, confirm, and quantify causal relationships between several exposures and risk of stroke. In this review, we summarize the current evidence arising from these studies, including those investigating ischemic stroke, hemorrhagic stroke, or both. We highlight the different types of exposures that are currently under study, ranging from well-known cardiovascular risk factors to less established inflammation-related mechanisms. Finally, we provide an overview of future avenues of research and novel approaches, including drug target validation MR, which is poised to have a substantial impact on drug development and drug repurposing.</p>
引用
收藏
页数:12
相关论文
共 92 条
[1]   Genetically Determined Smoking Behavior and Risk of Nontraumatic Subarachnoid Hemorrhage [J].
Acosta, Julian N. ;
Szejko, Natalia ;
Both, Cameron P. ;
Vanent, Kevin ;
Noche, Rommell B. ;
Gill, Thomas M. ;
Matouk, Charles C. ;
Sheth, Kevin N. ;
Gunel, Murat ;
Falcone, Guido J. .
STROKE, 2021, 52 (02) :582-587
[2]   The "All of Us" Research Program [J].
Denny J.C. ;
Rutter J.L. ;
Goldstein D.B. ;
Philippakis A. ;
Smoller J.W. ;
Jenkins G. ;
Dishman E. .
NEW ENGLAND JOURNAL OF MEDICINE, 2019, 381 (07) :668-676
[3]   Genetic Determinants of Lipids and Cardiovascular Disease Outcomes A Wide-Angled Mendelian Randomization Investigation [J].
Allara, Elias ;
Morani, Gabriele ;
Carter, Paul ;
Gkatzionis, Apostolos ;
Zuber, Verena ;
Foley, Christopher N. ;
Rees, Jessica M. B. ;
Mason, Amy M. ;
Bell, Steven ;
Gill, Dipender ;
Lindstrom, Sara ;
Butterworth, Adam S. ;
Di Angelantonio, Emanuele ;
Peters, James ;
Burgess, Stephen .
CIRCULATION-GENOMIC AND PRECISION MEDICINE, 2019, 12 (12) :543-551
[4]   Inflammation and Stroke: An Overview [J].
Anrather, Josef ;
Iadecola, Costantino .
NEUROTHERAPEUTICS, 2016, 13 (04) :661-670
[5]   Genome-wide association study of intracranial aneurysms identifies 17 risk loci and genetic overlap with clinical risk factors [J].
Bakker, Mark K. ;
van der Spek, Rick A. A. ;
van Rheenen, Wouter ;
Morel, Sandrine ;
Bourcier, Romain ;
Hostettler, Isabel C. ;
Alg, Varinder S. ;
van Eijk, Kristel R. ;
Koido, Masaru ;
Akiyama, Masato ;
Terao, Chikashi ;
Matsuda, Koichi ;
Walters, Robin G. ;
Lin, Kuang ;
Li, Liming ;
Millwood, Iona Y. ;
Chen, Zhengming ;
Rouleau, Guy A. ;
Zhou, Sirui ;
Rannikmae, Kristiina ;
Sudlow, Cathie L. M. ;
Houlden, Henry ;
van den Berg, Leonard H. ;
Dina, Christian ;
Naggara, Olivier ;
Gentric, Jean-Christophe ;
Shotar, Eimad ;
Eugene, Francois ;
Desal, Hubert ;
Winsvold, Bendik S. ;
Borte, Sigrid ;
Johnsen, Marianne Bakke ;
Brumpton, Ben M. ;
Sandvei, Marie Softeland ;
Willer, Cristen J. ;
Hveem, Kristian ;
Zwart, John-Anker ;
Verschuren, W. M. Monique ;
Friedrich, Christoph M. ;
Hirsch, Sven ;
Schilling, Sabine ;
Dauvillier, Jerome ;
Martin, Olivier ;
Winsvold, Bendik S. ;
Winsvold, Bendik S. ;
Borte, Sigrid ;
Johnsen, Marianne Bakke ;
Brumpton, Ben M. ;
Sandvei, Marie Softeland ;
Willer, Cristen J. .
NATURE GENETICS, 2020, 52 (12) :1303-1313
[6]   Mendelian randomization with invalid instruments: effect estimation and bias detection through Egger regression [J].
Bowden, Jack ;
Smith, George Davey ;
Burgess, Stephen .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) :512-525
[7]   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
[8]   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-+
[9]   Causal Effects of Sleep Traits on Ischemic Stroke and Its Subtypes: A Mendelian Randomization Study [J].
Cai, Huan ;
Liang, Jialin ;
Liu, Zhonghua ;
Fang, Liang ;
Zheng, Jinghong ;
Xu, Jiahe ;
Chen, Liyi ;
Sun, Wen ;
Zhang, Hao .
NATURE AND SCIENCE OF SLEEP, 2020, 12 :783-790
[10]   Major depression and small vessel stroke: a Mendelian randomization analysis [J].
Cai, Huan ;
Cai, Biyang ;
Zhang, Hao ;
Sun, Wen ;
Wang, Yingting ;
Zhou, Shuyu ;
Ye, Zusen ;
Zhang, Zhizhong ;
Liang, Jialin .
JOURNAL OF NEUROLOGY, 2019, 266 (11) :2859-2866