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Updated: Jun 16, 2026

Lipidomics and Transcriptomics in Neurological Diseases
Published on: March 18, 2022
Integrated Bioinformatics and in vivo Validation Identify the MTRNR2L1/MTRNR2L10 Axis as a Candidate Regulator
Hong Gao1, Ranze Cai1, Qiuping Li1
1Department of Neurosurgery, Zhongshan Hospital (Xiamen), Fudan University, Xiamen, 361000, Fujian, China.
Abstract:
The mechanisms underlying seizure-induced cortical injury in status epilepticus-related experimental epilepsy remain incompletely understood, and upstream regulators of inflammasome activation require further clarification. By combining bioinformatics screening with in vivo validation, we examined whether the MTRNR2L1/MTRNR2L10 axis is associated with NLRP3 inflammasome-related signaling in the cerebral cortex of rats subjected to status epilepticus, with the goal of identifying candidate regulators of seizure-induced cortical injury. The GSE134697 dataset was obtained from GEO. Differentially expressed genes (DEGs) were screened using |log2FC|>4 and adjusted P < 0.05. GO/KEGG enrichment analyses, together with a STRING-based protein-protein interaction (PPI) network, prioritized MTRNR2L1/MTRNR2L10 as candidate molecules annotated to the "regulation of signal transduction" pathway for subsequent in vivo validation. Ninety SPF SD rats (10 per group) were used: a basic model module (normal, sham, and EP model) and a target-intervention module (six groups: negative control, overexpression, and knockdown for MTRNR2L1/MTRNR2L10). Behavioral scoring, histopathology, Western blotting, co-immunoprecipitation, and ELISA were performed. Fifty-one DEGs were identified. Among them, only MTRNR2L1/MTRNR2L10 mapped to signal-transduction regulation associated with EP, and their cortical expression in EP rats fell to < 30% of control. Upregulating this axis lowered Racine seizure scores and neurological deficit scores, was associated with reduced NLRP3 inflammasome-related marker expression, mitigated the loss of BBB-related tight-junction protein markers, and reduced cortical neuronal apoptosis. In contrast, silencing either target exacerbated these changes, and co-immunoprecipitation suggested that the two molecules were associated within the same protein complex. The MTRNR2L1/MTRNR2L10 axis may act as a candidate protective regulator in status epilepticus-related experimental epilepsy, in association with reduced NLRP3 inflammasome-related signaling. These findings support further mechanistic evaluation of MTRNR2L1/MTRNR2L10 in seizure-induced cortical injury, but do not establish these molecules as therapeutic targets for drug-resistant epilepsy.
