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Genome-wide study of DNA methylation in Amyotrophic Lateral Sclerosis identifies differentially methylated loci and implicates metabolic, inflammatory and cholesterol pathways

Authors :
Orla Hardiman
Karen E. Morrison
Johnathan Cooper-Knock
Susan Mathers
Matthieu Moisse
Kevin P. Kenna
Michal Zabari
Ruben J. Cauchi
Jonathan Mill
Maurizio Grassano
Paul J. Hop
de Carvalho M
Allan F. McRae
John Landers
Heiko Runz
Basak An
Lerner Y
Mònica Povedano
Drory
Patrick Vourc'h
Philippe Couratier
van Rheenen W
Jan H. Veldink
Denis Baird
Antonia Ratti
Van Damme P
Garth A. Nicholson
Andrea Calvo
van Vugt Jj
Nicola Ticozzi
Eilis Hannon
Antonio Canosa
Silani
Matthew C. Kiernan
Ian P. Blair
Guy A. Rouleau
Mitne Neto M
Kelly L. Williams
Christopher Shaw
Emma Walker
Markus Weber
Frederik J. Steyn
Anjali K. Henders
Peter M. Andersen
Marta F. Nabais
Henk-Jan Westeneng
Dominic B. Rowe
Ramona A. J. Zwamborn
Salas T
Susana Pinto
Shyuan T. Ngo
van den Berg Lh
Sarah Furlong
Adriano Chiò
Mora Pardina Js
Marc Gotkine
Leanne Wallace
Al Khleifat A
Naomi R. Wray
Tian Lin
Roger Pamphlett
Ellen A. Tsai
Alfredo Iacoangeli
Gijs H.P. Tazelaar
Robert D. Henderson
van Es Ma
Pamela J. Shaw
Annelot M. Dekker
Ammar Al-Chalabi
Pamela A. McCombe
Maura Brunetti
Merrilee Needham
Philippe Corcia
Karen A. Mather
Gemma Shireby
Jay P. Ross
Russell L. McLaughlin
Pasterkamp Rj
van Eijk Kr
Patrick A. Dion
Cristina Moglia
Perminder S. Sachdev
Fleur C. Garton
Publication Year :
2021

Abstract

Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with an estimated heritability of around 50%. DNA methylation patterns can serve as biomarkers of (past) exposures and disease progression, as well as providing a potential mechanism that mediates genetic or environmental risk. Here, we present a blood-based epigenome-wide association study (EWAS) meta-analysis in 10,462 samples (7,344 ALS patients and 3,118 controls), representing the largest case-control study of DNA methylation for any disease to date. We identified a total of 45 differentially methylated positions (DMPs) annotated to 42 genes, which are enriched for pathways and traits related to metabolism, cholesterol biosynthesis, and immunity. We show that DNA-methylation-based proxies for HDL-cholesterol, BMI, white blood cell (WBC) proportions and alcohol intake were independently associated with ALS. Integration of these results with our latest GWAS showed that cholesterol biosynthesis was causally related to ALS. Finally, we found that DNA methylation levels at several DMPs and blood cell proportion estimates derived from DNA methylation data, are associated with survival rate in patients, and could represent indicators of underlying disease processes.

Details

Database :
OpenAIRE
Accession number :
edsair.doi.dedup.....8556070cd9b1c1f5ac53e9116e951f3a