Causal links between gut microbiomes, cytokines and risk of different subtypes of epilepsy: a Mendelian randomization study

被引:0
作者
Qiu, Youjia [1 ]
Song, Bingyi [1 ]
Xie, Minjia [1 ]
Tao, Yuchen [2 ]
Yin, Ziqian [1 ]
Wang, Menghan [1 ]
Ma, Chao [1 ]
Chen, Zhouqing [1 ]
Wang, Zhong [1 ]
机构
[1] Soochow Univ, Affiliated Hosp 1, Dept Neurosurg, Suzhou, Peoples R China
[2] Soochow Univ, Suzhou Med Coll, Suzhou, Peoples R China
基金
中国国家自然科学基金;
关键词
gut microbiome; subtype of epilepsy; cytokines; Mendelian randomization; mapped genes; FUMA; DISEASE; MEDIATION; PATHWAYS;
D O I
10.3389/fnins.2024.1397430
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Objective: Recent research suggests a potential link between the gut microbiome (GM) and epilepsy. We undertook a Mendelian randomization (MR) study to determine the possible causal influence of GM on epilepsy and its various subtypes, and explore whether cytokines act as mediators. Methods: We utilized Genome-Wide Association Study (GWAS) summary statistics to examine the causal relationships between GM, cytokines, and four epilepsy subtypes. Furthermore, we assessed whether cytokines mediate the relationship between GM and epilepsy. Significant GMs were further investigated using transcriptomic MR analysis with genes mapped from the FUMA GWAS. Sensitivity analyses and reverse MR were conducted for validation, and false discovery rate (FDR) correction was applied for multiple comparisons. Results: We pinpointed causal relationships between 30 GMs and various epilepsy subtypes. Notably, the Family Veillonellaceae (OR:1.03, 95%CI:1.02-1.05, p = 0.0003) consistently showed a strong positive association with child absence epilepsy, and this causal association endured even after FDR correction (p-FDR < 0.05). Seven cytokines were significantly associated with epilepsy and its subtypes. A mediating role for cytokines has not been demonstrated. Sensitivity tests validated the primary MR analysis outcomes. Additionally, no reverse causality was detected between significant GMs and epilepsy. Of the mapped genes of notable GMs, genes like BLK, FDFT1, DOK2, FAM167A, ZSCAN9, RNGTT, RBM47, DNAJC21, SUMF1, TCF20, GLO1, TMTC1, VAV2, and RNF14 exhibited a profound correlation with the risk factors of epilepsy subtypes. Conclusion: Our research validates the causal role of GMs and cytokines in various epilepsy subtypes, and there has been no evidence that cytokines play a mediating role between GM and epilepsy. This could provide fresh perspectives for the prevention and treatment of epilepsy.
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页数:11
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  • [1] Genome-wide Association Study Identifies 27 Loci Influencing Concentrations of Circulating Cytokines and Growth Factors
    Ahola-Olli, Ari V.
    Wurtz, Peter
    Havulinna, Aki S.
    Aalto, Kristiina
    Pitkanen, Niina
    Lehtimaki, Terho
    Kahonen, Mika
    Lyytikainen, Leo-Pekka
    Raitoharju, Emma
    Seppala, Ilkka
    Sarin, Antti-Pekka
    Ripatti, Samuli
    Palotie, Aarne
    Perola, Markus
    Viikari, Jorma S.
    Jalkanen, Sirpa
    Maksimow, Mikael
    Salomaa, Veikko
    Salmi, Marko
    Kettunen, Johannes
    Raitakari, Olli T.
    [J]. AMERICAN JOURNAL OF HUMAN GENETICS, 2017, 100 (01) : 40 - 50
  • [2] The economic impact of epilepsy: a systematic review
    Allers, Katharina
    Essue, Beverley M.
    Hackett, Maree L.
    Muhunthan, Janani
    Anderson, Craig S.
    Pickles, Kristen
    Scheibe, Franziska
    Jan, Stephen
    [J]. BMC NEUROLOGY, 2015, 15
  • [3] Inflammatory and neurotrophic factor plasma levels are related to epilepsy independently of etiology
    Alvim, Marina K. M.
    Morita-Sherman, Marcia E.
    Yasuda, Clarissa L.
    Rocha, Natalia P.
    Vieira, Erica L.
    Pimentel-Silva, Luciana R.
    Henrique Nogueira, Mateus
    Barbosa, Renata
    Watanabe, Nancy
    Coan, Ana Carolina
    Lopes-Cendes, Iscia.
    Teixeira, Antonio L.
    Cendes, Fernando
    [J]. EPILEPSIA, 2021, 62 (10) : 2385 - 2394
  • [4] Semiological classification of psychogenic nonepileptic seizures: A systematic review and a new proposal
    Asadi-Pooya, Ali A.
    [J]. EPILEPSY & BEHAVIOR, 2019, 100
  • [5] Anticonvulsant mechanisms of the ketogenic diet
    Bough, Kristopher J.
    Rho, Jong M.
    [J]. EPILEPSIA, 2007, 48 (01) : 43 - 58
  • [6] Network Mendelian randomization: using genetic variants as instrumental variables to investigate mediation in causal pathways
    Burgess, Stephen
    Daniel, Rhian M.
    Butterworth, Adam S.
    Thompson, Simon G.
    [J]. INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2015, 44 (02) : 484 - 495
  • [7] Mendelian randomisation for mediation analysis: current methods and challenges for implementation
    Carter, Alice R.
    Sanderson, Eleanor
    Hammerton, Gemma
    Richmond, Rebecca C.
    Davey Smith, George
    Heron, Jon
    Taylor, Amy E.
    Davies, Neil M.
    Howe, Laura D.
    [J]. EUROPEAN JOURNAL OF EPIDEMIOLOGY, 2021, 36 (05) : 465 - 478
  • [8] Ciprofloxacin for treatment of drug-resistant epilepsy
    Cheraghmakani, Hamed
    Rezai, Mohammad Sadegh
    Valadan, Reza
    Rahimzadeh, Golnar
    Moradi, Mona
    Jahanfekr, Vahid
    Moosazadeh, Mahmood
    Tabrizi, Nasim
    [J]. EPILEPSY RESEARCH, 2021, 176
  • [9] First evidence of altered microbiota and intestinal damage and their link to absence epilepsy in a genetic animal model, the WAG/Rij rat
    Citraro, Rita
    Lembo, Francesca
    De Caro, Carmen
    Tallarico, Martina
    Coretti, Lorena
    Iannone, Luigi Francesco
    Leo, Antonio
    Palumbo, Domenico
    Cuomo, Mariella
    Buommino, Elisabetta
    Nesci, Valentina
    Marascio, Nadia
    Iannone, Michelangelo
    Quirino, Angela
    Russo, Roberto
    Calignano, Antonio
    Constanti, Andrew
    Russo, Emilio
    De Sarro, Giovambattista
    [J]. EPILEPSIA, 2021, 62 (02) : 529 - 541
  • [10] Gut microbiome effects on neuronal excitability & activity: Implications for epilepsy
    Darch, Henry
    McCafferty, Cian P.
    [J]. NEUROBIOLOGY OF DISEASE, 2022, 165