From:  Integrating genomics with the gut-brain axis: current evidence in autism spectrum disorder, epilepsy, schizophrenia, and emerging future challenges

 GWAS studies and their associations with neurological disorders.

GWAS and its associations with epilepsy.
StudyType of studySNPs and loci identifiedAssociated genes and immunological pathwaysMain implications
International League Against Epilepsy Consortium on Complex Epilepsies, 2023 [106]Meta-analysis26 Risk lociCACNA2D2, SCN1A, and GABRA2Synaptic transmission, the balance between excitatory and inhibitory neurons
Jacobs et al., 2025 [120]Systematic review79 SNPs associated with 64 genesBRAP, SCN1A, and ALDH2Neuroinflammation and ion channel regulation
Malekpour et al., 2023 [129]Literature review90 SNPs associatedAPOE, IL1B, TNF, and SCN2AImmune modulation and neuroinflammation
Zhang et al., 2024 [121]Systematic review1,506 associated genesAPC2, SCN1A, BCOR, and STXBP1Neurodevelopment, vesicle transport, and ion channels
Thakran et al., 2025 [123]Literature review30 SNPs in 7 lociDCHS2, DGKG, CNKSR3, SLC5A10, CTBP2, and RNU1-35PCell adhesion and transcription regulation
Kim et al., 2025 [122]CohortPROX1PROX1Neural maturation and transcriptional regulation
GWAS and their association with SCZ.
StudyType of studySNPs and loci identifiedAssociated genes and immunological pathwaysMain implications
Nikolova et al., 2021 [19]Systematic reviewNoneImmune/barrier pathwaysMicrobiota influences SCZ immune biology
Gong et al., 2023 [45]Cross-trait GWAS + MRShared SNPsMHC, IL23R, TNF genesShared immune genetic etiology
Wang et al., 2024 [127]Cross-trait GWAS + MRShared lociIL23R, STAT3, TNFSF15Bidirectional IBD-SCZ links
Uellendahl-Werth et al., 2022 [130]TWASTWAS lociPTPN22, ATG16L1, HLA-DQA1Shared gut-brain transcriptional genes
Xie et al., 2024 [20]Integrated GWASMultiple shared lociImmune + dopaminergic genesBroad polygenic overlap GI-SCZ
Owen et al., 2023 [126]Cross-trait GWAS + MRNone highlightedInflammatory/neuromodulatory genesIBS shares genetic architecture with SCZ
Qian et al., 2022 [131]MR studyExisting SNP instrumentsMHC, IL23/Th17 genesCausal IBD-SCZ pathways
Trubetskoy et al., 2022 [128]Large GWAS> 270 lociGRIN2A, DRD2, MHC genesDefines SCZ polygenic architecture
GWAS and their association with ASD.
StudyType of studySNPs and loci identifiedAssociated genes and immunological pathwaysMain implications
Zhou et al., 2025 [132]Narrative review (GWAS + MR)Overlapping lociImmune/metabolic genesShared microbiome-genetic
Hetta et al., 2025 [115]Narrative reviewIndirectBarrier/immune genesGenetic modulation of GBA
Malekpour et al., 2025 [133]MR studyMicrobiota SNPsMicrobial/immune genesBidirectional microbiota-ASD causality
Chen et al., 2022 [36]MR studyMicrobiota SNPsImmune genesCausal microbial effects on ASD
Chen et al., 2025 [134]Cohort studyMetabolite SNPsMetabolic genesGI metabolites linked to ASD

We describe GWAS studies related to epilepsy, SCZ, and ASD, where we describe the type of study, the SNPs and loci identified, and the associated genes and their pathophysiological involvement with the GBA. SNPs: single nucleotide polymorphisms; MR: mendelian randomization, GWAS: genome wide association studies; ASD: autism spectrum disorder; IBD-SCZ: inflammatory bowel disease-schizophrenia.