Transcriptional, epigenetic and metabolic signatures in cardiometabolic syndrome defined by extreme phenotypes.

Bariatric surgery Cardiometabolic syndrome Classification Epigenetics Innate immune cells Lipids Lipodystrophy Metabolites Multi-omics Obesity

Journal

Clinical epigenetics
ISSN: 1868-7083
Titre abrégé: Clin Epigenetics
Pays: Germany
ID NLM: 101516977

Informations de publication

Date de publication:
12 03 2022
Historique:
received: 16 11 2021
accepted: 25 02 2022
entrez: 13 3 2022
pubmed: 14 3 2022
medline: 7 5 2022
Statut: epublish

Résumé

This work is aimed at improving the understanding of cardiometabolic syndrome pathophysiology and its relationship with thrombosis by generating a multi-omic disease signature. We combined classic plasma biochemistry and plasma biomarkers with the transcriptional and epigenetic characterisation of cell types involved in thrombosis, obtained from two extreme phenotype groups (morbidly obese and lipodystrophy) and lean individuals to identify the molecular mechanisms at play, highlighting patterns of abnormal activation in innate immune phagocytic cells. Our analyses showed that extreme phenotype groups could be distinguished from lean individuals, and from each other, across all data layers. The characterisation of the same obese group, 6 months after bariatric surgery, revealed the loss of the abnormal activation of innate immune cells previously observed. However, rather than reverting to the gene expression landscape of lean individuals, this occurred via the establishment of novel gene expression landscapes. NETosis and its control mechanisms emerge amongst the pathways that show an improvement after surgical intervention. We showed that the morbidly obese and lipodystrophy groups, despite some differences, shared a common cardiometabolic syndrome signature. We also showed that this could be used to discriminate, amongst the normal population, those individuals with a higher likelihood of presenting with the disease, even when not displaying the classic features.

Sections du résumé

BACKGROUND
This work is aimed at improving the understanding of cardiometabolic syndrome pathophysiology and its relationship with thrombosis by generating a multi-omic disease signature.
METHODS/RESULTS
We combined classic plasma biochemistry and plasma biomarkers with the transcriptional and epigenetic characterisation of cell types involved in thrombosis, obtained from two extreme phenotype groups (morbidly obese and lipodystrophy) and lean individuals to identify the molecular mechanisms at play, highlighting patterns of abnormal activation in innate immune phagocytic cells. Our analyses showed that extreme phenotype groups could be distinguished from lean individuals, and from each other, across all data layers. The characterisation of the same obese group, 6 months after bariatric surgery, revealed the loss of the abnormal activation of innate immune cells previously observed. However, rather than reverting to the gene expression landscape of lean individuals, this occurred via the establishment of novel gene expression landscapes. NETosis and its control mechanisms emerge amongst the pathways that show an improvement after surgical intervention.
CONCLUSIONS
We showed that the morbidly obese and lipodystrophy groups, despite some differences, shared a common cardiometabolic syndrome signature. We also showed that this could be used to discriminate, amongst the normal population, those individuals with a higher likelihood of presenting with the disease, even when not displaying the classic features.

Identifiants

pubmed: 35279219
doi: 10.1186/s13148-022-01257-z
pii: 10.1186/s13148-022-01257-z
pmc: PMC8917653
doi:

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

39

Subventions

Organisme : Medical Research Council
ID : MC_UU_00006/1
Pays : United Kingdom
Organisme : MRC Clinical Research Training Fellowships
ID : MR/R002363/1
Organisme : Medical Research Council
ID : MR/R002363/1
Pays : United Kingdom
Organisme : MRC Metabolic Disease Unit
ID : MRC_MC_UU_12012.1
Organisme : Medical Research Council
ID : MC_UU_00002/13
Pays : United Kingdom
Organisme : British Heart Foundation
ID : FS/18/53/33863
Pays : United Kingdom
Organisme : Wellcome Trust
ID : WT 107064
Pays : United Kingdom

Informations de copyright

© 2022. The Author(s).

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Auteurs

Denis Seyres (D)

National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK. ds777@medschl.cam.ac.uk.
Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK. ds777@medschl.cam.ac.uk.
NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK. ds777@medschl.cam.ac.uk.

Alessandra Cabassi (A)

MRC Biostatistics Unit, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.

John J Lambourne (JJ)

National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK.
Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.

Frances Burden (F)

National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK.
Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.

Samantha Farrow (S)

National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK.
Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.

Harriet McKinney (H)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.

Joana Batista (J)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.

Carly Kempster (C)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.

Maik Pietzner (M)

MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.

Oliver Slingsby (O)

Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK.
National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK.

Thong Huy Cao (TH)

Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK.
National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK.

Paulene A Quinn (PA)

Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK.
National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK.

Luca Stefanucci (L)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.
British Heart Foundation Centre of Excellence, Cambridge Biomedical Campus, Cambridge, UK.

Matthew C Sims (MC)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.
Oxford Haemophilia and Thrombosis Centre, Oxford University Hospitals NHS Foundation Trust, NIHR Oxford Biomedical Research Centre, Oxford, UK.

Karola Rehnstrom (K)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.

Claire L Adams (CL)

Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK.

Amy Frary (A)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.

Bekir Ergüener (B)

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.

Roman Kreuzhuber (R)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
European Molecular Biology Laboratory, European Bioinformatics Institute, Hinxton, UK.

Gabriele Mocciaro (G)

Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK.

Simona D'Amore (S)

Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
Department of Medicine, Aldo Moro University of Bari, Piazza Giulio Cesare 11, 70124, Bari, Italy.
National Cancer Research Center, IRCCS Istituto Tumori 'Giovanni Paolo II', Viale Orazio Flacco, 65, 70124, Bari, Italy.

Albert Koulman (A)

MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.
MRC Elsie Widdowson Laboratory, Cambridge, UK.
National Institute for Health Research Biomedical Research Centres Core Nutritional Biomarker Laboratory, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK.
National Institute for Health Research Biomedical Research Centres Core Metabolomics and Lipidomics Laboratory, Addenbrooke's Hospital, University of Cambridge, Cambridge, UK.

Luigi Grassi (L)

National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK.
Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK.

Julian L Griffin (JL)

Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK.

Leong Loke Ng (LL)

Department of Cardiovascular Sciences, Glenfield Hospital, University of Leicester, Leicester, UK.
National Institute for Health Research Leicester Biomedical Research Centre, Glenfield Hospital, Leicester, UK.

Adrian Park (A)

Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.

David B Savage (DB)

Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK.

Claudia Langenberg (C)

MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.

Christoph Bock (C)

CeMM Research Center for Molecular Medicine of the Austrian Academy of Sciences, Vienna, Austria.
Ludwig Boltzmann Institute for Rare and Undiagnosed Diseases, Vienna, Austria.
Department of Laboratory Medicine, Medical University of Vienna, Vienna, Austria.

Kate Downes (K)

National Institute for Health Research BioResource, Cambridge University Hospitals, Cambridge Biomedical Campus, Cambridge, UK.
Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK.
East Midlands and East of England Genomic Laboratory Hub, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.

Nicholas J Wareham (NJ)

MRC Epidemiology Unit, University of Cambridge, Cambridge, UK.

Michael Allison (M)

Addenbrooke's Hospital, NIHR Cambridge Biomedical Research Centre, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.

Michele Vacca (M)

Metabolic Research Laboratories, Wellcome Trust-Medical Research Council Institute of Metabolic Science, University of Cambridge, Cambridge, CB2 0QQ, UK.
Department of Biochemistry and the Cambridge Systems Biology Centre, University of Cambridge, The Sanger Building, 80 Tennis Court Road, Cambridge, CB2 1GA, UK.

Paul D W Kirk (PDW)

MRC Biostatistics Unit, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK. paul.kirk@mrc-bsu.cam.ac.uk.
Cambridge Institute of Therapeutic Immunology and Infectious Disease (CITIID), Jeffrey Cheah Biomedical Centre, University of Cambridge, Cambridge Biomedical Campus, Puddicombe Way, Cambridge, CB2 0AW, UK. paul.kirk@mrc-bsu.cam.ac.uk.

Mattia Frontini (M)

Department of Haematology, University of Cambridge, Cambridge Biomedical Campus, Cambridge, UK. mf471@cam.ac.uk.
NHS Blood and Transplant, Cambridge Biomedical Campus, Cambridge, UK. mf471@cam.ac.uk.
British Heart Foundation Centre of Excellence, Cambridge Biomedical Campus, Cambridge, UK. mf471@cam.ac.uk.
Institute of Biomedical & Clinical Science, College of Medicine and Health, University of Exeter Medical School, RILD Building, Barrack Road, Exeter, EX2 5DW, UK. mf471@cam.ac.uk.

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