Anatomizing causal relationships between gut microbiota, plasma metabolites, and epilepsy: A mendelian randomization study

被引:1
作者
Wang, Xi [1 ]
Duan, Haowen [1 ]
Lu, Fengfei [1 ]
Yu, Xinyue [1 ]
Xie, Minghan [1 ]
Chen, Peiyi [1 ]
Zou, Junjie [1 ]
Gao, Lijie [1 ]
Cai, Yingqian [1 ]
Chen, Rongqing [1 ]
Guo, Yanwu [1 ]
机构
[1] Southern Med Univ, Zhujiang Hosp, Dept Neurosurg, Guangdong Prov Key Lab Brain Funct Repair & Regene, Guangzhou 510282, Peoples R China
基金
中国国家自然科学基金;
关键词
Mendelian randomization; Gut microbiota; Plasma metabolites; Epilepsy; INSTRUMENTS; RATIO; BIAS;
D O I
10.1016/j.neuint.2024.105924
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Background: Epilepsy causes a heavy disease burden, and the gut microbiota (GM) influences the progression of epilepsy, while plasma metabolites directly or indirectly associated with GM may play a mediating role. However, the causal relationships between epilepsy, GM, and potential metabolite mediators are lack of investigation. Methods: Mendelian randomization (MR) analysis was applied to estimate the effects of GM and plasma metabolites on epilepsy. Genetic instruments were obtained from large-scale genome-wide meta-analysis of GM (n = 5959), plasma metabolites (n = 136,016), and epilepsy (Cases/controls = 12891/312803) of European ancestry. Epilepsy phenotypes included all epilepsy, generalized epilepsy and focal epilepsy from the Finn Gen R10 database. And two-step MR (TSMR) to discover the potential mediating metabolites. Results: In total, we found 19 gut microbial taxa to be causally associated with the risk of epilepsy, among which Omnitrophota phylum had the strongest association (OR, 2.3; P = 0.009) with promoting effect. We also identified 21 plasma metabolites associated with epilepsy, the strongest ones of which are eastotal fatty acids (OR, 1.12; P = 0.001) that exhibited a facilitating effect. We observed indirect effects of free cholesterol to total lipids ratio in large LDL in associations between Fournierella massiliensis species and epilepsy, with a mediated proportion of -3.64% (95%CI, -7.22%similar to-0.06%; P = 0.046). Conclusion: This study supports a causal link between Fournierella massiliensis species, free cholesterol to total lipids ratio in large LDL and epilepsy, as well as a mediating effect of free cholesterol to total lipids ratio in large LDL in epilepsy.
引用
收藏
页数:10
相关论文
共 69 条
[1]   Comprehensive study of metabolic changes induced by a ketogenic diet therapy using GC/MS- and LC/MS-based metabolomics [J].
Akiyama, Mari ;
Akiyama, Tomoyuki ;
Saigusa, Daisuke ;
Hishinuma, Eiji ;
Matsukawa, Naomi ;
Shibata, Takashi ;
Tsuchiya, Hiroki ;
Mori, Atsushi ;
Fujii, Yuji ;
Mogami, Yukiko ;
Tokorodani, Chiho ;
Kuwahara, Kozue ;
Numata-Uematsu, Yurika ;
Inoue, Kenji ;
Kobayashi, Katsuhiro .
SEIZURE-EUROPEAN JOURNAL OF EPILEPSY, 2023, 107 :52-59
[2]  
Al-Beltagi Mohammed, 2022, World J Gastrointest Pathophysiol, V13, P143, DOI 10.4291/wjgp.v13.i5.143
[3]  
Bazan N G, 1986, Adv Neurol, V44, P879
[4]   Histamine H3 receptor antagonists in relation to epilepsy and neurodegeneration: a systemic consideration of recent progress and perspectives [J].
Bhowmik, M. ;
Khanam, R. ;
Vohora, D. .
BRITISH JOURNAL OF PHARMACOLOGY, 2012, 167 (07) :1398-1414
[5]  
BIERKAMPER GG, 1978, EPILEPSIA, V19, P155, DOI 10.1111/j.1528-1157.1978.tb05026.x
[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]   Deep divergence and rapid evolutionary rates in gut-associated Acetobacteraceae of ants [J].
Brown, Bryan P. ;
Wernegreen, Jennifer J. .
BMC MICROBIOLOGY, 2016, 16
[8]   A review of instrumental variable estimators for Mendelian randomization [J].
Burgess, Stephen ;
Small, Dylan S. ;
Thompson, Simon G. .
STATISTICAL METHODS IN MEDICAL RESEARCH, 2017, 26 (05) :2333-2355
[9]   Avoiding bias from weak instruments in Mendelian randomization studies [J].
Burgess, Stephen ;
Thompson, Simon G. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2011, 40 (03) :755-764
[10]   Prevalence and impact of irritable bowel syndrome in people with epilepsy [J].
Camara-Lemarroy, Carlos R. ;
Escobedo-Zuniga, Nicolas ;
Ortiz-Zacarias, Daniela ;
Pena-Avendano, Juan ;
Villarreal-Garza, Estefania ;
Diaz-Torres, Marco A. .
EPILEPSY & BEHAVIOR, 2016, 63 :29-33