Identifying the genetic association between severe autoimmune type 2 diabetes and the risk of focal epilepsy

Front Endocrinol (Lausanne). 2024 Nov 6:15:1396912. doi: 10.3389/fendo.2024.1396912. eCollection 2024.

Abstract

Background: Observational studies suggested a bidirectional relationship between severe autoimmune type 2 diabetes and focal epilepsy. However, it remains debated whether and in which direction a causal association exists. This genetics-based study aimed to explore the relationships of severe autoimmune type 2 diabetes (T2DM) and focal epilepsy outcomes with two sample Mendelian randomization (TSMR) method.

Methods: Genetic instruments were obtained from large-scale genome-wide meta-analysis of severe autoimmune T2DM (Ncase = 452, Ncontrol = 2,744), and focal epilepsy (Ncase = 929, Ncontrol = 212,532) of European ancestry. A series of analyses were performed to select eligible genetic instruments robustly associated with each of the traits using summary-level statistics. Inverse variance weighted was used for primary analysis, with alternative 11 MR methods. A scatter plot was utilized to illustrate the association between single nucleotide polymorphism (SNP) effects on the exposure and SNP effects on the outcome. The Wald ratio for individual SNPs and their cumulative effects was depicted using a forest plot. And diagnostics and sensitivity analyses were used to evaluate if the causal estimates are robust to violations of MR underlying assumptions, including pleiotropy, heterogeneity assessment, and leave-one-out analysis. Then the results were validated using CURATED database of DisGeNET platform.

Results: For forward analysis, genetic predisposition to severe autoimmune T2DM was associated with an increased risk of focal epilepsy (Inverse variance weighted (IVW) method: OR = 1.11, 95% CI = 1.03-1.18, p = 0.012). For reverse analysis, there was no enough instrument variables of focal epilepsy on severe autoimmune T2DM. Further, the interrelation between severe autoimmune T2DM and focal epilepsy was demonstrated via variant-disease association network analysis using the instrument SNPs.

Discussion: This MR study supports a causal link between severe autoimmune T2DM and focal epilepsy. More effort should be made to screen seizure in severe autoimmune T2DM, unravel its clinical implications, and explore its role as a putative modifiable risk factor.

Keywords: GWAS; causal associations; focal epilepsy; severe autoimmune type 2 diabetes; two sample Mendelian randomization.

MeSH terms

  • Diabetes Mellitus, Type 2* / complications
  • Diabetes Mellitus, Type 2* / genetics
  • Epilepsies, Partial* / genetics
  • Genetic Predisposition to Disease*
  • Genome-Wide Association Study*
  • Humans
  • Mendelian Randomization Analysis*
  • Polymorphism, Single Nucleotide*
  • Risk Factors

Grants and funding

The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. This work was financially supported by the Medical Joint Fund of Jinan University (YXZY2024020, YXJC2024007), the National Natural Science Foundation of China (82402345, 82371998).