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ORIGINAL RESEARCH article

Front. Neurol.
Sec. Epilepsy
Volume 15 - 2024 | doi: 10.3389/fneur.2024.1503632

Identification and Verification of Autophagy-Related Gene Signatures and their association with Immune Infiltration and Drug Responsiveness in Epilepsy

Provisionally accepted
  • 1 Northwest Women’s and Children’s Hospital, Xian, China
  • 2 Second Affiliated Hospital of University of South China, Hengyang, Hunan Province, China

The final, formatted version of the article will be published soon.

    Background: Epilepsy, a common neurological disorder, is characterized by susceptibility to recurrent seizures. Increasing evidence suggests that autophagy plays a crucial role in the initiation and progression of epilepsy. However, the precise mechanisms by which autophagy deficiencies involved in epileptogenesis are still not fully understood. Methods: Two datasets of epilepsy (GSE143272 and GSE256068) were downloaded from the GEO database. Differential expression genes (DEGs) analysis and WGCNA were employed to screen for autophagy related differential expression genes (ARDEGs) in GSE143272 database. Subsequently, protein-protein interaction, transcription factors and miRNAs networks were constructed. Additionally, the functional enrichment analysis of GO and KEGG were applied. The hub ARDEGs were identified through CytoHubba, followed by the LASSO analysis. The ImmuCellAI was used to estimate peripheral immune cells abundance of epilepsy. Furthermore, the expression level of hub ARDEGs were detected in patients treated with different epilepsy monotherapies to explore the role of autophagy in the responsiveness of antiepileptic drug therapy. Finally, the expression level of hub ARDEGs were further validated in hippocampus of GSE256068 to enhance the reliability of the results. Results: 20 ARDEGs in epilepsy were screened out by integrating DEGs and WGCNA analysis. KEGG enrichment analysis showed that the ARDEGs in epilepsy were not only involved in the autophagy, but also apoptosis, the NOD-like receptor signaling pathway, the neurotrophin signaling pathway, etc. 4 hub ARDEGs (PIK3R1, TRIM21, TRIM22 and ITPR3) were screened. The Immunoinfiltration analysis showed that there was a significantly increased abundance of macrophages and a decreased abundance of CD4 and CD8 T cells, including Tr1, nTreg, Tfh, CD8 naïve, cytotoxic T cells and effector memory T cells in the epilepsy group. Furthermore, the hub ARDEGs were significantly correlated with the abundance of differential immune cells. In expression level validation and anti-epileptic drug responsiveness analysis, PIK3R1 and ITPR3 had significant differences in the hippocampus of patients with epilepsy. PIK3R1 expression level was found to be related with carbamazepine resistance. Conclusion: This study elucidated the autophagy-related gene signatures in epilepsy and clarified their association with immune infiltration and anti-epileptic drug responsiveness, providing a novel target for future therapeutic interventions and disease markers in epilepsy.

    Keywords: Epilepsy, Autophagy, Immune infiltration, Anti-Epileptic Drug Responsiveness, ITPR3

    Received: 29 Sep 2024; Accepted: 06 Dec 2024.

    Copyright: © 2024 He, Zhang and Chen. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.

    * Correspondence: Han-han He, Northwest Women’s and Children’s Hospital, Xian, China

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