Evidence map›Paper›PMID 41696713›Full record

ArticleFrontiers in molecular neuroscience2026

Transcriptional and neurotransmitter signatures associated with regional gray matter alterations in juvenile myoclonic epilepsy.

Xiao-Yi Liu, Han Xu, Si-Yu Gu, Hu-Cheng Yang, Chuan-Xu Luo, Shu Wang, Wen-Hui Li, Ping-Lei Pan

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Article in Frontiers in molecular neuroscience, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

8 authors.

Xiao-Yi Liu *Department of Radiology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, China.
Han Xu *Department of Radiology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, China.
Si-Yu Gu *Department of Radiology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, China.
Hu-Cheng Yang *Department of Radiology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, China.
Chuan-Xu LuoDepartment of Radiology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, China.
Shu WangDepartment of Radiology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, China.
Wen-Hui LiDepartment of Radiology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, China.
Ping-Lei PanDepartment of Neurology, Affiliated Hospital 6 of Nantong University, Yancheng Third People's Hospital, Yancheng, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: The neurobiological basis of gray matter (GM) alterations in juvenile myoclonic epilepsy (JME) remains poorly understood. This study aimed to identify robust GM changes and their underlying molecular signatures. Methods: We performed an updated coordinate-based meta-analysis of 15 voxel-based morphometry studies (394 JME patients, 448 healthy controls) and integrated the resulting GM alteration map with data from the Allen Human Brain Atlas and neurotransmitter atlases using advanced spatial correlation, gene enrichment, and network analysis approaches. Results: Our analysis revealed a consistent pattern of GM decreases in the sensorimotor areas and increases in regions implicated in emotion and cognition. These structural changes were spatially correlated with a set of 926 genes enriched for pathways related to ion channel activity, synaptic function, neuronal processes, and cellular metabolism, which showed peak expression during neurodevelopmental periods coinciding with JME onset. Protein-protein interaction analysis identified hub genes from two key functional classes: transcriptional regulators linked to circadian rhythms, and cellular signaling molecules including established monogenic epilepsy genes. Furthermore, the GM map correlated significantly with the spatial distributions of the serotonin, dopamine, and acetylcholine neurotransmitter systems. Discussion: While these associations are based on data from healthy donors and require further validation, our findings bridge the gap between macroscopic brain alterations and their underlying molecular architecture in JME. This provides an integrated model of its pathophysiology and highlights potential therapeutic avenues.

Indexed as

gray matterjuvenile myoclonic epilepsyneurotransmitter systemstranscriptomicsvoxel-based morphometry

Identifiers

PMID41696713
PMCPMC12894257

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