Assessing the causal association between human blood metabolites and the risk of epilepsy

被引:95
作者
Cai, Jiahao [1 ]
Li, Xiaoyu [2 ]
Wu, Shangbin [3 ]
Tian, Yang [1 ]
Zhang, Yani [1 ]
Wei, Zixin [4 ]
Jin, Zixiang [5 ]
Li, Xiaojing [1 ]
Chen, Xiong [6 ]
Chen, Wen-Xiong [1 ]
机构
[1] Guangzhou Med Univ, Dept Neurol, Guangzhou Women & Childrens Med Ctr, Guangzhou, Guangdong, Peoples R China
[2] Southern Med Univ, Nanfang Hosp, Dept Pediat, Guangzhou, Guangdong, Peoples R China
[3] Guangzhou Univ Chinese Med, Affiliated Hosp 2, Guangdong Provincial Hosp Tradit Chinese Med, Dept Pediat, Guangzhou, Guangdong, Peoples R China
[4] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, Dept Pulm & Crit Care Med, Guangzhou, Guangdong, Peoples R China
[5] Nanjing Univ Chinese Med, Sch Clin Med 1, Nanjing, Jiangsu, Peoples R China
[6] Guangzhou Med Univ, Dept Pediat Urol, Guangzhou Women & Childrens Med Ctr, Guangzhou, Guangdong, Peoples R China
基金
中国国家自然科学基金;
关键词
Metabolites; Epilepsy; Mendelian randomization; Causality; MENDELIAN RANDOMIZATION; EPIDEMIOLOGY; URIDINE;
D O I
10.1186/s12967-022-03648-5
中图分类号
R-3 [医学研究方法]; R3 [基础医学];
学科分类号
1001 ;
摘要
Background Metabolic disturbance has been reported in patients with epilepsy. Still, the evidence about the causal role of metabolites in facilitating or preventing epilepsy is lacking. Systematically investigating the causality between blood metabolites and epilepsy would help provide novel targets for epilepsy screening and prevention. Methods We conducted two-sample Mendelian randomization (MR) analysis. Data for 486 human blood metabolites came from a genome-wide association study (GWAS) comprising 7824 participants. GWAS data for epilepsy were obtained from the International League Against Epilepsy (ILAE) consortium for primary analysis and the FinnGen consortium for replication and meta-analysis. Sensitivity analyses were conducted to evaluate heterogeneity and pleiotropy. Results 482 out of 486 metabolites were included for MR analysis following rigorous genetic variants selection. After IVW and sensitivity analysis filtration, six metabolites with causal effects on epilepsy were identified from the ILAE consortium. Only four metabolites remained significant associations with epilepsy when combined with the FinnGen consortium [uridine: odds ratio (OR) = 2.34, 95% confidence interval (CI) = 1.48-3.71, P = 0.0003; 2-hydroxystearate: OR = 1.61, 95% CI = 1.19-2.18, P = 0.002; decanoylcarnitine: OR = 0.82, 95% CI = 0.72-0.94, P = 0.004; myo-inositol: OR = 0.77, 95% CI = 0.62-0.96, P = 0.02]. Conclusion The evidence that the four metabolites mentioned above are associated with epilepsy in a causal way provides a novel insight into the underlying mechanisms of epilepsy by integrating genomics with metabolism, and has an implication for epilepsy screening and prevention.
引用
收藏
页数:13
相关论文
共 46 条
[1]   Genome-wide mega-analysis identifies 16 loci and highlights diverse biological mechanisms in the common epilepsies [J].
Abou-Khalil, Bassel ;
Auce, Pauls ;
Avbersek, Andreja ;
Bahlo, Melanie ;
Balding, David J. ;
Bast, Thomas ;
Baum, Larry ;
Becker, Albert J. ;
Becker, Felicitas ;
Berghuis, Bianca ;
Berkovic, Samuel F. ;
Boysen, Katja E. ;
Bradfield, Jonathan P. ;
Brody, Lawrence C. ;
Buono, Russell J. ;
Campbell, Ellen ;
Cascino, Gregory D. ;
Catarino, Claudia B. ;
Cavalleri, Gianpiero L. ;
Cherny, Stacey S. ;
Chinthapalli, Krishna ;
Coffey, Alison J. ;
Compston, Alastair ;
Coppola, Antonietta ;
Cossette, Patrick ;
Craig, John J. ;
de Haan, Gerrit-Jan ;
De Jonghe, Peter ;
de Kovel, Carolien G. F. ;
Delanty, Norman ;
Depondt, Chantal ;
Devinsky, Orrin ;
Dlugos, Dennis J. ;
Doherty, Colin P. ;
Elger, Christian E. ;
Eriksson, Johan G. ;
Ferraro, Thomas N. ;
Feucht, Martha ;
Francis, Ben ;
Franke, Andre ;
French, Jacqueline A. ;
Freytag, Saskia ;
Gaus, Verena ;
Geller, Eric B. ;
Gieger, Christian ;
Glauser, Tracy ;
Glynn, Simon ;
Goldstein, David B. ;
Gui, Hongsheng ;
Guo, Youling .
NATURE COMMUNICATIONS, 2018, 9
[2]  
Abramovici S, 2016, HAND CLINIC, V138, P159, DOI 10.1016/B978-0-12-802973-2.00010-0
[3]   Mendelian randomization studies: a review of the approaches used and the quality of reporting [J].
Boef, Anna G. C. ;
Dekkers, Olaf M. ;
le Cessie, Saskia .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) :496-511
[4]   Consistent Estimation in Mendelian Randomization with Some Invalid Instruments Using a Weighted Median Estimator [J].
Bowden, Jack ;
Smith, George Davey ;
Haycock, Philip C. ;
Burgess, Stephen .
GENETIC EPIDEMIOLOGY, 2016, 40 (04) :304-314
[5]   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
[6]   Mendelian Randomization Analysis With Multiple Genetic Variants Using Summarized Data [J].
Burgess, Stephen ;
Butterworth, Adam ;
Thompson, Simon G. .
GENETIC EPIDEMIOLOGY, 2013, 37 (07) :658-665
[7]   Genetic liability for prescription opioid use and risk of cardiovascular diseases: a multivariable Mendelian randomization study [J].
Cai, Jiahao ;
He, Lei ;
Wang, Hongxuan ;
Rong, Xiaoming ;
Chen, Ming ;
Shen, Qingyu ;
Li, Xiangpen ;
Li, Mei ;
Peng, Ying .
ADDICTION, 2022, 117 (05) :1382-1391
[8]   Assessment of Bidirectional Relationships Between Physical Activity and Depression Among Adults A 2-Sample Mendelian Randomization Study [J].
Choi, Karmel W. ;
Chen, Chia-Yen ;
Stein, Murray B. ;
Klimentidis, Yann C. ;
Wang, Min-Jung ;
Koenen, Karestan C. ;
Smoller, Jordan W. ;
Wray, Naomi R. ;
Ripke, Stephan ;
Mattheisen, Manuel ;
Trzaskowski, Maciej ;
Byrne, Enda M. ;
Abdellaoui, Abdel ;
Adams, Mark J. ;
Agerbo, Esben ;
Air, TracyM. ;
Andlauer, Till F. M. ;
Bacanu, Silviu-Alin ;
Baekvad-Hansen, Marie ;
Beekman, Aartjan T. F. ;
Bigdeli, Tim B. ;
Binder, Elisabeth B. ;
Blackwood, Douglas H. R. ;
Bryois, Julien ;
Buttenschon, Henriette N. ;
Bybjerg-Grauholm, Jonas ;
Cai, Na ;
Castelao, Enrique ;
Hvarregaard, Jane ;
Christensen, Jane Hvarregaard ;
Clarke, Toni-Kim ;
Coleman, Jonathan R. I. ;
Colodro-Conde, Lucia ;
Couvy-Duchesne, Baptiste ;
Craddock, Nick ;
Crawford, Gregory E. ;
Davies, Gail ;
Deary, Ian J. ;
Degenhardt, Franziska ;
Derks, Eske M. ;
Direk, Nese ;
Dolan, Conor V. ;
Dunn, Erin C. ;
Eley, Thalia C. ;
Escott-Price, Valentina ;
Kiadeh, Farnush Farhadi Hassan ;
Finucane, Hilary K. ;
Forstner, Andreas J. ;
Frank, Josef ;
Gaspar, Helena A. .
JAMA PSYCHIATRY, 2019, 76 (04) :399-408
[9]   Osmoregulatory inositol transporter SMIT1 modulates electrical activity by adjusting PI(4,5)P2 levels [J].
Dai, Gucan ;
Yu, Haijie ;
Kruse, Martin ;
Traynor-Kaplan, Alexis ;
Hille, Bertil .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2016, 113 (23) :E3290-E3299
[10]   The global burden and stigma of epilepsy [J].
de Boer, Hanneke M. ;
Mula, Marco ;
Sander, Josernir W. .
EPILEPSY & BEHAVIOR, 2008, 12 (04) :540-546