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Prioritization of epileptogenic-associated genes through comparative transcriptome analyses
CHATTERJEE, Sreyoshi; ALVAREZ CARDENAS, Santiago; CODONI, Veronica et al.
2025
 

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Keywords :
Epilepsy; epileptogenesis
Abstract :
[en] Background: Gene expression in the context of epilepsy syndromes has been studied in a variety of animal epilepsy models and in human patient samples. Joint analyses of this diverse range of data and the integration of transcriptomics with genetic data may identify genes involved across syndromes. These shared genes and processes present the opportunity to classify a core set of molecular pathways relevant to epileptogenesis. Methods: Here we performed a comparative analyses of organismal models covering major induction mechanisms, sequencing technologies and animal systems to identify genes common to the two principal syndrome categories of generalized and focal epilepsies, which represent distinct pathophysiological mechanisms of seizure initiation and development. We integrated the differentially expressed genes with genome-wide association studies to identify representative models, deregulated genes across epilepsy models and associations with other diseases. Results: Models for generalised epilepsies show fewer genes are differentially expressed than those for focal epilepsies. We found no overlap across all models but a group of 25 genes were detected across all focal models. Of these LRRC8B encodes a gliotransmitter previously not implicated in epileptogenesis. Integration with human genetic data highlights two models to be particularly representative for genetic generalised epilepsy. We also demonstrate the previously recognized relation with cancers across the majority of the focal models in contrast to the generalised models. Conclusions: We suggest LRRC8B as a new gene involved in the epileptogenesis of focal seizures. Our analyses highlights pathways of particular relevance in the molecular biology of epilepsy and underscores the need for further development of generalised models.
Research center :
Luxembourg Centre for Systems Biomedicine (LCSB): Bioinformatics Core (R. Schneider Group)
Luxembourg Centre for Systems Biomedicine (LCSB): Integrative Cell Signalling (Skupin Group)
Disciplines :
Genetics & genetic processes
Neurology
Author, co-author :
CHATTERJEE, Sreyoshi ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Bioinformatics Core > Team Roland KRAUSE ; German Aerospace Center
ALVAREZ CARDENAS, Santiago ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Bioinformatics Core > Team Roland KRAUSE
CODONI, Veronica  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Clinical and Translational Informatics > Team Venkata SATAGOPAM
LANDOULSI, Zied ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine > Bioinformatics Core > Research BioCore ; Luxembourg Institute of Health
SKUPIN, Alexander  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Integrative Cell Signalling
Lerche, Holger;  University of Tübingen
MAY, Patrick  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Bioinformatics Core
SCHNEIDER, Reinhard ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Bioinformatics Core
KRAUSE, Roland  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB) > Bioinformatics Core
Language :
English
Title :
Prioritization of epileptogenic-associated genes through comparative transcriptome analyses
Publication date :
05 August 2025
Publisher :
Reseach Square
Focus Area :
Systems Biomedicine
Development Goals :
3. Good health and well-being
FnR Project :
FNR16394868 - MechEpi-2 - Epileptogenesis Of Genetic Epilepsies, 2021 (01/01/2022-31/12/2024) - Alexander Skupin
FNR11583046 - MechEPI - Epileptogenesis Of Genetic Epilepsies, 2017 (01/04/2018-30/06/2021) - Roland Krause
Name of the research project :
U-AGR-7124 - INTER/DFG/21/16394868/MechEPI2 - SKUPIN Alexander
R-AGR-3327 - INTER/DFG/17/11583046 MechEPI - KRAUSE Roland
Funders :
FNR - Fonds National de la Recherche
Funding number :
NTER/DFG/21/16394868
Funding text :
This work was supported by the Research Unit FOR-2715, funded by the German5 Research Foundation (DFG) and the Fond Nationale de la Recherche (FNR) in6 Luxembourg (grants Le1030/16-1 to HL, INTER/DFG/17/11583046 and7 INTER/DFG/21/16394868 to AS/RK/PM).
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