Apolipoprotein E (APOE) genotype-associated disease risks: a phenome-wide, registry-based, case-control study utilising the UK Biobank

被引:151
作者
Lumsden, Amanda L. [1 ,2 ]
Mulugeta, Anwar [1 ,2 ,3 ]
Zhou, Ang [1 ,2 ]
Hypponen, Elina [1 ,2 ]
机构
[1] Univ South Australia, Australian Ctr Precis Hlth, Canc Res Inst, Adelaide, SA 5001, Australia
[2] South Australian Hlth & Med Res Inst, Adelaide, SA 5000, Australia
[3] Addis Ababa Univ, Coll Hlth Sci, Dept Pharmacol & Clin Pharm, Addis Ababa, Ethiopia
来源
EBIOMEDICINE | 2020年 / 59卷
基金
英国医学研究理事会;
关键词
Phenome-wide association; PheWAS; APOE; Apolipoprotein E; Disease risk; Biomarkers; PROTEIN; POLYMORPHISMS; METAANALYSIS; POPULATION; BIOMARKERS;
D O I
10.1016/j.ebiom.2020.102954
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The three main alleles of the APOE gene (epsilon 4, epsilon 3 and epsilon 2) carry differential risks for conditions including Alzheimer's disease (AD) and cardiovascular disease. Due to their clinical significance, we explored disease associations of the APOE genotypes using a hypothesis-free, data-driven, phenome-wide association study (PheWAS) approach. Methods: We used data from the UK Biobank to screen for associations between APOE genotypes and over 950 disease outcomes using genotype 8383 as a reference. Data was restricted to 337,484 white British participants (aged 37-73 years). Findings: After correction for multiple testing, PheWAS analyses identified associations with 37 outcomes, representing 18 distinct diseases. As expected, epsilon 3 epsilon 4 and epsilon 4 epsilon 4 genotypes associated with increased odds of AD (p <= 7.6 x 10(-46)), hypercholesterolaemia (p <= 7.1 x 10(-17)) and ischaemic heart disease (p <= 2.3 x 10(-4)), while 8283 provided protection for the latter two conditions (p <= 3.7 x 10(-10)) compared to 8383. In contrast, 84-associated disease protection was seen against obesity, chronic airway obstruction, type 2 diabetes, gallbladder disease, and liver disease (all p <= 5.2 x 10(-4)) while 8282 homozygosity increased risks of peripheral vascular disease, thromboembolism, arterial aneurysm, peptic ulcer, cervical disorders, and hallux valgus (all p <= 6.1 x 10(-4)). Sensitivity analyses using brain neuroimaging, blood biochemistry, anthropometric, and spirometric biomarkers supported the PheWAS findings on APOE associations with respective disease outcomes. Interpretation: PheWAS confirms strong associations between APOE and AD, hypercholesterolaemia, and ischaemic heart disease, and suggests potential epsilon 4-associated disease protection and harmful effects of the epsilon 2 epsilon 2 genotype, for several conditions. (C) 2020 The Authors. Published by Elsevier B.V.
引用
收藏
页数:11
相关论文
共 31 条
[1]   CONTROLLING THE FALSE DISCOVERY RATE - A PRACTICAL AND POWERFUL APPROACH TO MULTIPLE TESTING [J].
BENJAMINI, Y ;
HOCHBERG, Y .
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY, 1995, 57 (01) :289-300
[2]   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-+
[3]   R PheWAS: data analysis and plotting tools for phenome-wide association studies in the R environment [J].
Carroll, Robert J. ;
Bastarache, Lisa ;
Denny, Joshua C. .
BIOINFORMATICS, 2014, 30 (16) :2375-2376
[4]   Systematic comparison of phenome-wide association study of electronic medical record data and genome-wide association study data [J].
Denny, Joshua C. ;
Bastarache, Lisa ;
Ritchie, Marylyn D. ;
Carroll, Robert J. ;
Zink, Raquel ;
Mosley, Jonathan D. ;
Field, Julie R. ;
Pulley, Jill M. ;
Ramirez, Andrea H. ;
Bowton, Erica ;
Basford, Melissa A. ;
Carrell, David S. ;
Peissig, Peggy L. ;
Kho, Abel N. ;
Pacheco, Jennifer A. ;
Rasmussen, Luke V. ;
Crosslin, David R. ;
Crane, Paul K. ;
Pathak, Jyotishman ;
Bielinski, Suzette J. ;
Pendergrass, Sarah A. ;
Xu, Hua ;
Hindorff, Lucia A. ;
Li, Rongling ;
Manolio, Teri A. ;
Chute, Christopher G. ;
Chisholm, Rex L. ;
Larson, Eric B. ;
Jarvik, Gail P. ;
Brilliant, Murray H. ;
McCarty, Catherine A. ;
Kullo, Iftikhar J. ;
Haines, Jonathan L. ;
Crawford, Dana C. ;
Masys, Daniel R. ;
Roden, Dan M. .
NATURE BIOTECHNOLOGY, 2013, 31 (12) :1102-+
[5]   Genome-wide association meta-analyses to identify common genetic variants associated with hallux valgus in Caucasian and African Americans [J].
Hsu, Yi-Hsiang ;
Liu, Youfang ;
Hannan, Marian T. ;
Maixner, William ;
Smith, Shad B. ;
Diatchenko, Luda ;
Golightly, Yvonne M. ;
Menz, Hylton B. ;
Kraus, Virginia B. ;
Doherty, Michael ;
Wilson, A. G. ;
Jordan, Joanne M. .
JOURNAL OF MEDICAL GENETICS, 2015, 52 (11) :762-769
[6]   Evolution of human apolipoprotein E (APOE) isoforms: Gene structure, protein function and interaction with dietary factors [J].
Huebbe, Patricia ;
Rimbach, Gerald .
AGEING RESEARCH REVIEWS, 2017, 37 :146-161
[7]   Apolipoprotein E genotype, cardiovascular biomarkers and risk of stroke: Systematic review and meta-analysis of 14 015 stroke cases and pooled analysis of primary biomarker data from up to 60 883 individuals [J].
Khan, Tauseef A. ;
Shah, Tina ;
Prieto, David ;
Zhang, Weili ;
Price, Jackie ;
Fowkes, Gerald R. ;
Cooper, Jackie ;
Talmud, Philippa J. ;
Humphries, Steve E. ;
Sundstrom, Johan ;
Hubacek, Jaroslav A. ;
Ebrahim, Shah ;
Lawlor, Debbie A. ;
Ben-Shlomo, Yoav ;
Abdollahi, Mohammad R. ;
Slooter, Arjen J. C. ;
Szolnoki, Zoltan ;
Sandhu, Manjinder ;
Wareham, Nicholas ;
Frikke-Schmidt, Ruth ;
Tybjaerg-Hansen, Anne ;
Fillenbaum, Gerda ;
Heijmans, Bastiaan T. ;
Katsuya, Tomohiro ;
Gromadzka, Grazyna ;
Singleton, Andrew ;
Ferrucci, Luigi ;
Hardy, John ;
Worrall, Bradford ;
Rich, Stephen S. ;
Matarin, Mar ;
Whittaker, John ;
Gaunt, Tom R. ;
Whincup, Peter ;
Morris, Richard ;
Deanfield, John ;
Donald, Ann ;
Smith, George Davey ;
Kivimaki, Mika ;
Kumari, Meena ;
Smeeth, Liam ;
Khaw, Kay-Tee ;
Nalls, Michael ;
Meschia, James ;
Sun, Kai ;
Hui, Rutai ;
Day, Ian ;
Hingorani, Aroon D. ;
Casas, Juan P. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2013, 42 (02) :475-492
[8]   The relation between apolipoprotein E(APOE) genotype and peripheral artery disease in patients at high risk for cardiovascular disease [J].
Koopal, Charlotte ;
Geerlings, Mirjam I. ;
Muller, Majon ;
de Borst, G. J. ;
Algra, Ale ;
van der Graaf, Yolanda ;
Visseren, Frank L. J. .
ATHEROSCLEROSIS, 2016, 246 :187-192
[9]   The APOE ε4 allele is associated with a reduction in FEV1/FVC in women: A cross-sectional analysis of the Long Life Family Study [J].
Kulminski, Alexander M. ;
Barochia, Amisha, V ;
Loika, Yury ;
Raghavachari, Nalini ;
Arbeev, Konstantin G. ;
Wojczynski, Mary K. ;
Thyagarajan, Bharat ;
Vardarajan, Badri N. ;
Christensen, Kaare ;
Yashin, Anatoliy, I ;
Levine, Stewart J. .
PLOS ONE, 2018, 13 (11)
[10]   Oxidized LDL triggers changes in oxidative stress and inflammatory biomarkers in human macrophages [J].
Lara-Guzman, Oscar J. ;
Gil-Izquierdo, Angel ;
Medina, Sonia ;
Osorio, Edison ;
Alvarez-Quintero, Rafael ;
Zuluaga, Natalia ;
Oger, Camille ;
Galano, Jean-Marie ;
Durand, Thierry ;
Munoz-Durango, Katalina .
REDOX BIOLOGY, 2018, 15 :1-11