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Molecular EPISTOP, a comprehensive multi-omic analysis of blood from Tuberous Sclerosis Complex infants age birth to two years

Authors :
Franz Huschner
Jagoda Głowacka-Walas
James D. Mills
Katarzyna Klonowska
Kathryn Lasseter
John M. Asara
Romina Moavero
Christoph Hertzberg
Bernhard Weschke
Kate Riney
Martha Feucht
Theresa Scholl
Pavel Krsek
Rima Nabbout
Anna C. Jansen
Bořivoj Petrák
Jackelien van Scheppingen
Josef Zamecnik
Anand Iyer
Jasper J. Anink
Angelika Mühlebner
Caroline Mijnsbergen
Lieven Lagae
Paolo Curatolo
Julita Borkowska
Krzysztof Sadowski
Dorota Domańska-Pakieła
Magdalena Blazejczyk
Floor E. Jansen
Stef Janson
Malgorzata Urbanska
Aleksandra Tempes
Bart Janssen
Kamil Sijko
Konrad Wojdan
Sergiusz Jozwiak
Katarzyna Kotulska
Karola Lehmann
Eleonora Aronica
Jacek Jaworski
David J. Kwiatkowski
Source :
Nature Communications, Vol 14, Iss 1, Pp 1-15 (2023)
Publication Year :
2023
Publisher :
Nature Portfolio, 2023.

Abstract

Abstract We present a comprehensive multi-omic analysis of the EPISTOP prospective clinical trial of early intervention with vigabatrin for pre-symptomatic epilepsy treatment in Tuberous Sclerosis Complex (TSC), in which 93 infants with TSC were followed from birth to age 2 years, seeking biomarkers of epilepsy development. Vigabatrin had profound effects on many metabolites, increasing serum deoxycytidine monophosphate (dCMP) levels 52-fold. Most serum proteins and metabolites, and blood RNA species showed significant change with age. Thirty-nine proteins, metabolites, and genes showed significant differences between age-matched control and TSC infants. Six also showed a progressive difference in expression between control, TSC without epilepsy, and TSC with epilepsy groups. A multivariate approach using enrollment samples identified multiple 3-variable predictors of epilepsy, with the best having a positive predictive value of 0.987. This rich dataset will enable further discovery and analysis of developmental effects, and associations with seizure development in TSC.

Subjects

Subjects :
Science

Details

Language :
English
ISSN :
20411723
Volume :
14
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Nature Communications
Publication Type :
Academic Journal
Accession number :
edsdoj.4ebd3a42e79a421f9ec149801b6df580
Document Type :
article
Full Text :
https://doi.org/10.1038/s41467-023-42855-6