Article (Scientific journals)
A systems level analysis of epileptogenesis-associated proteome alterations.
Keck, Michael; Androsova, Ganna; Gualtieri, Fabio et al.
2017In Neurobiology of Disease, 105, p. 164-178
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Keywords :
Bioinformatics; Epilepsy; Mass spectrometry; Network; Proteome; Status epilepticus; WGCNA
Abstract :
[en] Despite intense research efforts, the knowledge about the mechanisms of epileptogenesis and epilepsy is still considered incomplete and limited. However, an in-depth understanding of molecular pathophysiological processes is crucial for the rational selection of innovative biomarkers and target candidates. Here, we subjected proteomic data from different phases of a chronic rat epileptogenesis model to a comprehensive systems level analysis. Weighted Gene Co-expression Network analysis identified several modules of interconnected protein groups reflecting distinct molecular aspects of epileptogenesis in the hippocampus and the parahippocampal cortex. Characterization of these modules did not only further validate the data but also revealed regulation of molecular processes not described previously in the context of epilepsy development. The data sets also provide valuable information about temporal patterns, which should be taken into account for development of preventive strategies in particular when it comes to multi-targeting network pharmacology approaches. In addition, principal component analysis suggests candidate biomarkers, which might inform the design of novel molecular imaging approaches aiming to predict epileptogenesis during different phases or confirm epilepsy manifestation. Further studies are necessary to distinguish between molecular alterations, which correlate with epileptogenesis versus those reflecting a mere consequence of the status epilepticus.
Disciplines :
Neurology
Author, co-author :
Keck, Michael
Androsova, Ganna ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Gualtieri, Fabio
Walker, Andreas
von Ruden, Eva-Lotta
Russmann, Vera
Deeg, Cornelia A.
Hauck, Stefanie M.
Krause, Roland  ;  University of Luxembourg > Luxembourg Centre for Systems Biomedicine (LCSB)
Potschka, Heidrun
External co-authors :
yes
Language :
English
Title :
A systems level analysis of epileptogenesis-associated proteome alterations.
Publication date :
30 May 2017
Journal title :
Neurobiology of Disease
ISSN :
1095-953X
Publisher :
Elsevier, Atlanta, United States - California
Volume :
105
Pages :
164-178
Peer reviewed :
Peer Reviewed verified by ORBi
Focus Area :
Systems Biomedicine
European Projects :
FP7 - 602461 - BIOCOG - Biomarker Development for Postoperative Cognitive Impairment in the Elderly
Funders :
Grant of the Deutsche Forschungsgemeinschaft (DFG PO 681/5-2 and PO 681/8-1) and framework of the EU-funded FP7 (602461) research program BioCog.
CE - Commission Européenne [BE]
Commentary :
Copyright (c) 2017. Published by Elsevier Inc.
Available on ORBilu :
since 14 June 2017

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