Genome-wide study of DNA methylation shows alterations in metabolic, inflammatory, and cholesterol pathways in ALS.


Journal

Science translational medicine
ISSN: 1946-6242
Titre abrégé: Sci Transl Med
Pays: United States
ID NLM: 101505086

Informations de publication

Date de publication:
23 02 2022
Historique:
entrez: 23 2 2022
pubmed: 24 2 2022
medline: 8 4 2022
Statut: ppublish

Résumé

Amyotrophic lateral sclerosis (ALS) is a fatal neurodegenerative disease with an estimated heritability between 40 and 50%. DNA methylation patterns can serve as proxies 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 meta-analysis in 9706 samples passing stringent quality control (6763 patients, 2943 controls). 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 then tested 39 DNA methylation-based proxies of putative ALS risk factors and found that high-density lipoprotein cholesterol, body mass index, white blood cell proportions, and alcohol intake were independently associated with ALS. Integration of these results with our latest genome-wide association study showed that cholesterol biosynthesis was potentially causally related to ALS. Last, DNA methylation at several DMPs and blood cell proportion estimates derived from DNA methylation data were associated with survival rate in patients, suggesting that they might represent indicators of underlying disease processes potentially amenable to therapeutic interventions.

Identifiants

pubmed: 35196023
doi: 10.1126/scitranslmed.abj0264
pmc: PMC10040186
mid: NIHMS1869835
doi:

Substances chimiques

Cholesterol 97C5T2UQ7J

Types de publication

Journal Article Meta-Analysis Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Pagination

eabj0264

Subventions

Organisme : NINDS NIH HHS
ID : R56 NS073873
Pays : United States
Organisme : Motor Neurone Disease Association
ID : SHAW/APR18/864-791
Pays : United Kingdom
Organisme : NINDS NIH HHS
ID : R01 NS073873
Pays : United States
Organisme : Medical Research Council
ID : MR/L501529/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : G1100695
Pays : United Kingdom
Organisme : Motor Neurone Disease Association
ID : ALCHALABI-DOBSON/APR14/829-791
Pays : United Kingdom
Organisme : Medical Research Council
ID : G0500289
Pays : United Kingdom
Organisme : Medical Research Council
ID : G0300329
Pays : United Kingdom
Organisme : Motor Neurone Disease Association
ID : SHAW/NOV14/985-797
Pays : United Kingdom
Organisme : Medical Research Council
ID : G0900688
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/L021803/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : G0900635
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_PC_17115
Pays : United Kingdom
Organisme : Department of Health
Pays : United Kingdom
Organisme : Medical Research Council
ID : G0600974
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/R024804/1
Pays : United Kingdom

Investigateurs

Bastiaan T Heijmans (BT)
Peter A C T Hoen (PAC)
Joyce van Meurs (J)
Rick Jansen (R)
Lude Franke (L)
Dorret I Boomsma (DI)
Rene Pool (R)
Jenny van Dongen (J)
Joukje J Hottenga (JJ)
Marleen M J van Greevenbroek (MMJ)
Coen D A Stehouwer (CDA)
Carla J H van der Kallen (CJH)
Casper G Schalkwijk (CG)
Cisca Wijmenga (C)
Lude Franke (L)
Sasha Zhernakova (S)
Ettje F Tigchelaar (EF)
P Eline Slagboom (PE)
Marian Beekman (M)
Joris Deelen (J)
Diana van Heemst (D)
Jan H Veldink (JH)
Leonard H van den Berg (LH)
Cornelia M van Duijn (CM)
Bert A Hofman (BA)
Aaron Isaacs (A)
Andre G Uitterlinden (AG)
Joyce van Meurs (J)
P Mila Jhamai (PM)
Michael Verbiest (M)
H Eka D Suchiman (HED)
Marijn Verkerk (M)
Ruud van der Breggen (R)
Jeroen van Rooij (J)
Nico Lakenberg (N)
Hailiang Mei (H)
Maarten van Iterson (M)
Michiel van Galen (M)
Jan Bot (J)
Dasha V Zhernakova (DV)
Peter van 't Hof (P)
Patrick Deelen (P)
Irene Nooren (I)
Bastiaan T Heijmans (BT)
Matthijs Moed (M)
Lude Franke (L)
Martijn Vermaat (M)
Dasha V Zhernakova (DV)
Rene Luijk (R)
Marc Jan Bonder (M)
Maarten van Iterson (M)
Patrick Deelen (P)
Freerk van Dijk (F)
Michiel van Galen (M)
Wibowo Arindrarto (W)
Szymon M Kielbasa (SM)
Morris A Swertz (MA)
Erik W van Zwet (EW)
Ammar Al-Chalabi (A)
Naomi R Wray (NR)
Gilbert Bensimon (G)
Orla Hardiman (O)
Adriano Chio (A)
George Davey Smith (GD)
Jonathan Mill (J)

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Auteurs

Paul J Hop (PJ)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Ramona A J Zwamborn (RAJ)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Eilis Hannon (E)

University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK.

Gemma L Shireby (GL)

University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK.

Marta F Nabais (MF)

University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK.
Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia.

Emma M Walker (EM)

University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK.

Wouter van Rheenen (W)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Joke J F A van Vugt (JJFA)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Annelot M Dekker (AM)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Henk-Jan Westeneng (HJ)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Gijs H P Tazelaar (GHP)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Kristel R van Eijk (KR)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Matthieu Moisse (M)

KU Leuven-University of Leuven, Department of Neurosciences, Experimental Neurology and Leuven Brain Institute (LBI), Leuven 3000, Belgium.
VIB, Center for Brain and Disease Research, Leuven 3000, Belgium.
University Hospitals Leuven, Department of Neurology, Leuven 3000, Belgium.

Denis Baird (D)

Translational Biology, Biogen, Boston, MA 02142, USA.
MRC Integrative Epidemiology Unit (IEU), Population Health Sciences, University of Bristol, Bristol BS8 2BN, UK.

Ahmad Al Khleifat (A)

Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK.

Alfredo Iacoangeli (A)

Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK.
Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK.
National Institute for Health Research Biomedical Research Centre and Dementia Unit, South London and Maudsley NHS Foundation Trust and King's College London, London SE5 8AZ, UK.

Nicola Ticozzi (N)

Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Istituto Auxologico Italiano IRCCS, Milan 20149, Italy.
Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, Università degli Studi di Milano, Milan 20122, Italy.

Antonia Ratti (A)

Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Istituto Auxologico Italiano IRCCS, Milan 20149, Italy.
Department of Medical Biotechnology and Translational Medicine, Università degli Studi di Milano, Milano 20145, Italy.

Jonathan Cooper-Knock (J)

Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK.

Karen E Morrison (KE)

School of Medicine, Dentistry, and Biomedical Sciences, Queen's University Belfast, Belfast BT9 7BL, UK.

Pamela J Shaw (PJ)

Sheffield Institute for Translational Neuroscience (SITraN), University of Sheffield, Sheffield S10 2HQ, UK.

A Nazli Basak (AN)

Koc University, School of Medicine, Translational Medicine Research Center, NDAL, Istanbul, 34450, Turkey.

Adriano Chiò (A)

"Rita Levi Montalcini" Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy.
Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, SC Neurologia 1U, Turin 10126, Italy.

Andrea Calvo (A)

"Rita Levi Montalcini" Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy.
Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, SC Neurologia 1U, Turin 10126, Italy.

Cristina Moglia (C)

"Rita Levi Montalcini" Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy.
Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, SC Neurologia 1U, Turin 10126, Italy.

Antonio Canosa (A)

"Rita Levi Montalcini" Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy.
Azienda Ospedaliero-Universitaria Città della Salute e della Scienza, SC Neurologia 1U, Turin 10126, Italy.

Maura Brunetti (M)

"Rita Levi Montalcini" Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy.

Maurizio Grassano (M)

"Rita Levi Montalcini" Department of Neuroscience, ALS Centre, University of Torino, Turin 10126, Italy.

Marc Gotkine (M)

Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel.
Agnes Ginges Center for Human Neurogenetics, Department of Neurology, Hadassah Medical Center, Jerusalem 91120, Israel.

Yossef Lerner (Y)

Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel.
Agnes Ginges Center for Human Neurogenetics, Department of Neurology, Hadassah Medical Center, Jerusalem 91120, Israel.

Michal Zabari (M)

Faculty of Medicine, Hebrew University of Jerusalem, Jerusalem 91904, Israel.
Agnes Ginges Center for Human Neurogenetics, Department of Neurology, Hadassah Medical Center, Jerusalem 91120, Israel.

Patrick Vourc'h (P)

Service de Biochimie et Biologie moléculaire, CHU de Tours, Tours 37044, France.
UMR 1253, Université de Tours, Inserm, Tours 37044, France.

Philippe Corcia (P)

UMR 1253, Université de Tours, Inserm, Tours 37044, France.
Centre de référence sur la SLA, CHU de Tours, Tours 37044, France.

Philippe Couratier (P)

Centre de référence sur la SLA, CHRU de Limoges, Limoges 87042, France.
UMR 1094, Université de Limoges, Inserm, Limoges 87025, France.

Jesus S Mora Pardina (JS)

ALS Unit, Hospital San Rafael, Madrid, Spain.

Teresa Salas (T)

Department of Neurology, Hospital La Paz-Carlos III, Madrid 28046, Spain.

Patrick Dion (P)

Montréal Neurological Institute and Hospital, McGill University, Montréal, QC H3A 2B4, Canada.

Jay P Ross (JP)

Montréal Neurological Institute and Hospital, McGill University, Montréal, QC H3A 2B4, Canada.
Department of Human Genetics, McGill University, Montréal, QC H3A 0C7, Canada.

Robert D Henderson (RD)

Department of Neurology, Royal Brisbane and Women's Hospital, Brisbane, QLD 4029, Australia.

Susan Mathers (S)

Calvary Health Care Bethlehem, Parkdale, VIC 3195, Australia.

Pamela A McCombe (PA)

Centre for Clinical Research, University of Queensland, Brisbane, QLD 4019, Australia.

Merrilee Needham (M)

Fiona Stanley Hospital, Perth, WA 6150, Australia.
Notre Dame University, Fremantle, WA 6160, Australia.
Institute for Immunology and Infectious Diseases, Murdoch University, Perth, WA 6150, Australia.

Garth Nicholson (G)

ANZAC Research Institute, Concord Repatriation General Hospital, Sydney, NSW 2139, Australia.

Dominic B Rowe (DB)

Centre for Motor Neuron Disease Research, Macquarie University, NSW 2109, Australia.

Roger Pamphlett (R)

Discipline of Pathology and Department of Neuropathology, Brain and Mind Centre, University of Sydney, Sydney, NSW 2050, Australia.

Karen A Mather (KA)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW 2031, Australia.
Neuroscience Research Australia Institute, Randwick, NSW 2031, Australia.

Perminder S Sachdev (PS)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, NSW 2031, Australia.
Neuropsychiatric Institute, Prince of Wales Hospital, UNSW, Randwick, NSW 2031, Australia.

Sarah Furlong (S)

Centre for Motor Neuron Disease Research, Macquarie University, NSW 2109, Australia.

Fleur C Garton (FC)

Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia.

Anjali K Henders (AK)

Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia.

Tian Lin (T)

Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia.

Shyuan T Ngo (ST)

Centre for Clinical Research, University of Queensland, Brisbane, QLD 4019, Australia.
Australian Institute for Bioengineering and Nanotechnology, University of Queensland, Brisbane, QLD 4072, Australia.
Queensland Brain Institute, University of Queensland, Brisbane, QLD 4072, Australia.

Frederik J Steyn (FJ)

Centre for Clinical Research, University of Queensland, Brisbane, QLD 4019, Australia.
School of Biomedical Sciences, University of Queensland, Brisbane, QLD 4072, Australia.

Leanne Wallace (L)

Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia.

Kelly L Williams (KL)

Centre for Motor Neuron Disease Research, Macquarie University, NSW 2109, Australia.

Miguel Mitne Neto (MM)

Universidade de São Paulo, São Paulo 05508-070, Brazil.

Ruben J Cauchi (RJ)

Center for Molecular Medicine and Biobanking and Department of Physiology and Biochemistry, Faculty of Medicine and Surgery, University of Malta, 2023 Msida, Malta.

Ian P Blair (IP)

Centre for Motor Neuron Disease Research, Macquarie University, NSW 2109, Australia.

Matthew C Kiernan (MC)

Brain and Mind Centre, University of Sydney, Sydney, NSW, 2050, Australia.
Department of Neurology, Royal Prince Alfred Hospital, Sydney, NSW 2050, Australia.

Vivian Drory (V)

Department of Neurology, Tel-Aviv Sourasky Medical Centre, Tel-Aviv 64239, Israel.
Sackler Faculty of Medicine, Tel-Aviv University, Tel-Aviv 6997801, Israel.

Monica Povedano (M)

Functional Unit of Amyotrophic Lateral Sclerosis (UFELA), Service of Neurology, Bellvitge University Hospital, L'Hospitalet de Llobregat, Barcelona 08907, Spain.

Mamede de Carvalho (M)

Instituto de Fisiologia, Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon 1649-028, Portugal.

Susana Pinto (S)

Instituto de Fisiologia, Instituto de Medicina Molecular João Lobo Antunes, Faculdade de Medicina, Universidade de Lisboa, Lisbon 1649-028, Portugal.

Markus Weber (M)

Neuromuscular Diseases Unit/ALS Clinic, Kantonsspital St. Gallen, 9007 St. Gallen, Switzerland.

Guy A Rouleau (GA)

Montréal Neurological Institute and Hospital, McGill University, Montréal, QC H3A 2B4, Canada.

Vincenzo Silani (V)

Department of Neurology-Stroke Unit and Laboratory of Neuroscience, Istituto Auxologico Italiano IRCCS, Milan 20149, Italy.
Department of Pathophysiology and Transplantation, "Dino Ferrari" Center, Università degli Studi di Milano, Milan 20122, Italy.

John E Landers (JE)

Department of Neurology, University of Massachusetts Medical School, Worcester, MA 01655, USA.

Christopher E Shaw (CE)

Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK.

Peter M Andersen (PM)

Department of Clinical Science, Umeå University, Umeå SE-901 85, Sweden.

Allan F McRae (AF)

Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia.

Michael A van Es (MA)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

R Jeroen Pasterkamp (RJ)

Department of Translational Neuroscience, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, 3584 CX, Netherlands.

Naomi R Wray (NR)

Institute for Molecular Bioscience, University of Queensland, Brisbane, QLD4072, Australia.
Queensland Brain Institute, University of Queensland, Brisbane, QLD 4072, Australia.

Russell L McLaughlin (RL)

Complex Trait Genomics Laboratory, Smurfit Institute of Genetics, Trinity College Dublin, Dublin D02 PN40, Ireland.

Orla Hardiman (O)

Academic Unit of Neurology, Trinity Biomedical Sciences Institute, Trinity College Dublin, Dublin D02 PN40, Ireland.

Kevin P Kenna (KP)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.
Department of Translational Neuroscience, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht, 3584 CX, Netherlands.

Ellen Tsai (E)

Translational Biology, Biogen, Boston, MA 02142, USA.

Heiko Runz (H)

Translational Biology, Biogen, Boston, MA 02142, USA.

Ammar Al-Chalabi (A)

Maurice Wohl Clinical Neuroscience Institute, Department of Basic and Clinical Neuroscience, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London SE5 8AF, UK.
King's College Hospital, Denmark Hill, London SE5 9RS, UK.

Leonard H van den Berg (LH)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

Philip Van Damme (P)

KU Leuven-University of Leuven, Department of Neurosciences, Experimental Neurology and Leuven Brain Institute (LBI), Leuven 3000, Belgium.
VIB, Center for Brain and Disease Research, Leuven 3000, Belgium.
University Hospitals Leuven, Department of Neurology, Leuven 3000, Belgium.

Jonathan Mill (J)

University of Exeter Medical School, College of Medicine and Health, University of Exeter, Exeter EX1 2LU, UK.

Jan H Veldink (JH)

Department of Neurology, UMC Utrecht Brain Center, University Medical Center Utrecht, Utrecht 3584 CX, Netherlands.

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