Identification of biomarkers for glycaemic deterioration in type 2 diabetes.


Journal

Nature communications
ISSN: 2041-1723
Titre abrégé: Nat Commun
Pays: England
ID NLM: 101528555

Informations de publication

Date de publication:
03 05 2023
Historique:
received: 19 04 2021
accepted: 18 04 2023
medline: 5 5 2023
pubmed: 4 5 2023
entrez: 3 5 2023
Statut: epublish

Résumé

We identify biomarkers for disease progression in three type 2 diabetes cohorts encompassing 2,973 individuals across three molecular classes, metabolites, lipids and proteins. Homocitrulline, isoleucine and 2-aminoadipic acid, eight triacylglycerol species, and lowered sphingomyelin 42:2;2 levels are predictive of faster progression towards insulin requirement. Of ~1,300 proteins examined in two cohorts, levels of GDF15/MIC-1, IL-18Ra, CRELD1, NogoR, FAS, and ENPP7 are associated with faster progression, whilst SMAC/DIABLO, SPOCK1 and HEMK2 predict lower progression rates. In an external replication, proteins and lipids are associated with diabetes incidence and prevalence. NogoR/RTN4R injection improved glucose tolerance in high fat-fed male mice but impaired it in male db/db mice. High NogoR levels led to islet cell apoptosis, and IL-18R antagonised inflammatory IL-18 signalling towards nuclear factor kappa-B in vitro. This comprehensive, multi-disciplinary approach thus identifies biomarkers with potential prognostic utility, provides evidence for possible disease mechanisms, and identifies potential therapeutic avenues to slow diabetes progression.

Identifiants

pubmed: 37137910
doi: 10.1038/s41467-023-38148-7
pii: 10.1038/s41467-023-38148-7
pmc: PMC10156700
doi:

Substances chimiques

Blood Glucose 0
Insulin 0
Lipids 0
Biomarkers 0
CRELD1 protein, mouse 0
Cell Adhesion Molecules 0
Extracellular Matrix Proteins 0

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

2533

Subventions

Organisme : Wellcome Trust
ID : 102820/Z/13/Z
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 212625/Z/18/Z
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/R022259/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/J0003042/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/L020149/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/L02036X/1
Pays : United Kingdom

Informations de copyright

© 2023. The Author(s).

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Auteurs

Roderick C Slieker (RC)

Department of Epidemiology and Data Science, Amsterdam Public Health Institute, Amsterdam Cardiovascular Sciences, Amsterdam UMC, location VUMC, Amsterdam, the Netherlands.
Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands.

Louise A Donnelly (LA)

Population Health & Genomics, School of Medicine, University of Dundee, Dundee, UK.

Elina Akalestou (E)

Section of Cell Biology and Functional Genomics, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.

Livia Lopez-Noriega (L)

Section of Cell Biology and Functional Genomics, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.

Rana Melhem (R)

CHUM Research Centre and University of Montreal, Montreal, QC, Canada.

Ayşim Güneş (A)

IRCM and University of Montreal, Montreal, QC, Canada.

Frederic Abou Azar (F)

CHUM Research Centre and University of Montreal, Montreal, QC, Canada.

Alexander Efanov (A)

Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, US.

Eleni Georgiadou (E)

Section of Cell Biology and Functional Genomics, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.

Hermine Muniangi-Muhitu (H)

Section of Cell Biology and Functional Genomics, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.

Mahsa Sheikh (M)

Section of Cell Biology and Functional Genomics, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.

Giuseppe N Giordano (GN)

Department of Clinical Sciences, Lund University, Malmö, Sweden.

Mikael Åkerlund (M)

Department of Clinical Sciences, Lund University, Malmö, Sweden.

Emma Ahlqvist (E)

Department of Clinical Sciences, Lund University, Malmö, Sweden.

Ashfaq Ali (A)

Steno Diabetes Center Copenhagen, Gentofte, Denmark.

Karina Banasik (K)

Novo Nordisk Foundation Center for Protein Research, Copenhagen, Denmark.

Søren Brunak (S)

Novo Nordisk Foundation Center for Protein Research, Copenhagen, Denmark.

Marko Barovic (M)

Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich at the University Hospital Carl Gustav Carus and Medical Faculty, Dresden, Germany.

Gerard A Bouland (GA)

Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands.

Frédéric Burdet (F)

Vital-IT Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Mickaël Canouil (M)

INSERM U1283, CNRS UMR 8199, European Genomic Institute for Diabetes (EGID), Institut Pasteur de Lille, University of Lille, Lille University Hospital, Lille, F-59000, France.

Iulian Dragan (I)

Vital-IT Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Petra J M Elders (PJM)

Department of General Practice and Elderly Care Medicine, Amsterdam Public Health Research Institute, Amsterdam UMC-location VUmc, Amsterdam, the Netherlands.

Celine Fernandez (C)

Department of Clinical Sciences, Lund University, Malmö, Sweden.

Andreas Festa (A)

Eli Lilly Regional Operations GmbH, Vienna, Austria.
1st Medical Department, LK Stockerau, Niederösterreich, Austria.

Hugo Fitipaldi (H)

Department of Clinical Sciences, Lund University, Malmö, Sweden.

Phillippe Froguel (P)

INSERM U1283, CNRS UMR 8199, European Genomic Institute for Diabetes (EGID), Institut Pasteur de Lille, University of Lille, Lille University Hospital, Lille, F-59000, France.
Division of Systems Biology, Department of Diabetes, Endocrinology and Metabolism, Imperial College London, London, UK.

Valborg Gudmundsdottir (V)

Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Icelandic Heart Association, Kopavogur, Iceland.

Vilmundur Gudnason (V)

Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
Icelandic Heart Association, Kopavogur, Iceland.

Mathias J Gerl (MJ)

Lipotype GmbH, Dresden, Germany.

Amber A van der Heijden (AA)

Department of General Practice and Elderly Care Medicine, Amsterdam Public Health Research Institute, Amsterdam UMC-location VUmc, Amsterdam, the Netherlands.

Lori L Jennings (LL)

Novartis Institutes for Biomedical Research, Cambridge, MA, 02139, USA.

Michael K Hansen (MK)

Cardiovascular and Metabolic Disease Research, Janssen Research & Development, Spring House, PA, USA.

Min Kim (M)

Steno Diabetes Center Copenhagen, Gentofte, Denmark.
Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicines, King's College London, London, UK.

Isabelle Leclerc (I)

Section of Cell Biology and Functional Genomics, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.
CHUM Research Centre and University of Montreal, Montreal, QC, Canada.

Christian Klose (C)

Lipotype GmbH, Dresden, Germany.

Dmitry Kuznetsov (D)

Vital-IT Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Dina Mansour Aly (D)

Department of Clinical Sciences, Lund University, Malmö, Sweden.

Florence Mehl (F)

Vital-IT Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Diana Marek (D)

Vital-IT Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Olle Melander (O)

Department of Clinical Sciences, Lund University, Malmö, Sweden.

Anne Niknejad (A)

Vital-IT Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Filip Ottosson (F)

Department of Clinical Sciences, Lund University, Malmö, Sweden.
Section for Clinical Mass Spectrometry, Danish Center for Neonatal Screening, Department of Congenital Disorders, Statens Serum Institut, Copenhagen, Denmark.

Imre Pavo (I)

Eli Lilly Regional Operations GmbH, Vienna, Austria.

Kevin Duffin (K)

Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, US.

Samreen K Syed (SK)

Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, US.

Janice L Shaw (JL)

Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, US.

Over Cabrera (O)

Lilly Research Laboratories, Eli Lilly and Company, Indianapolis, US.

Timothy J Pullen (TJ)

Section of Cell Biology and Functional Genomics, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK.
Department of Diabetes, Guy's Campus King's College London, London, UK.

Kai Simons (K)

Lipotype GmbH, Dresden, Germany.

Michele Solimena (M)

Paul Langerhans Institute Dresden (PLID) of the Helmholtz Center Munich at the University Hospital Carl Gustav Carus and Medical Faculty, Dresden, Germany.
Molecular Diabetology, University Hospital and Medical Faculty Carl Gustav Carus, TU Dresden, Dresden, Germany.

Tommi Suvitaival (T)

Steno Diabetes Center Copenhagen, Gentofte, Denmark.

Asger Wretlind (A)

Steno Diabetes Center Copenhagen, Gentofte, Denmark.

Peter Rossing (P)

Steno Diabetes Center Copenhagen, Gentofte, Denmark.
Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark.

Valeriya Lyssenko (V)

Department of Clinical Science, Center for Diabetes Research, University of Bergen, Bergen, Norway.
Genomics, Diabetes and Endocrinology Unit, Department of Clinical Sciences Malmö, Lund University Diabetes Centre, Skåne University Hospital, Malmö, Sweden.

Cristina Legido Quigley (C)

Steno Diabetes Center Copenhagen, Gentofte, Denmark.
Institute of Pharmaceutical Science, Faculty of Life Sciences and Medicines, King's College London, London, UK.

Leif Groop (L)

Department of Clinical Sciences, Lund University, Malmö, Sweden.
Finnish Institute of Molecular Medicine, Helsinki University, Helsinki, Finland.

Bernard Thorens (B)

Center for Integrative Genomics, University of Lausanne, CH-1015, Lausanne, Switzerland.

Paul W Franks (PW)

Department of Clinical Sciences, Lund University, Malmö, Sweden.
Department of Nutrition, Harvard School of Public Health, Boston, MA, USA.

Gareth E Lim (GE)

CHUM Research Centre and University of Montreal, Montreal, QC, Canada.

Jennifer Estall (J)

IRCM and University of Montreal, Montreal, QC, Canada.

Mark Ibberson (M)

Vital-IT Group, SIB Swiss Institute of Bioinformatics, Lausanne, Switzerland.

Joline W J Beulens (JWJ)

Department of Epidemiology and Data Science, Amsterdam Public Health Institute, Amsterdam Cardiovascular Sciences, Amsterdam UMC, location VUMC, Amsterdam, the Netherlands.
Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, the Netherlands.

Leen M 't Hart (LM)

Department of Epidemiology and Data Science, Amsterdam Public Health Institute, Amsterdam Cardiovascular Sciences, Amsterdam UMC, location VUMC, Amsterdam, the Netherlands. lmthart@lumc.nl.
Department of Cell and Chemical Biology, Leiden University Medical Center, Leiden, the Netherlands. lmthart@lumc.nl.
Department of Biomedical Data Sciences, Section Molecular Epidemiology, Leiden University Medical Center, Leiden, the Netherlands. lmthart@lumc.nl.

Ewan R Pearson (ER)

Population Health & Genomics, School of Medicine, University of Dundee, Dundee, UK. E.Z.Pearson@dundee.ac.uk.

Guy A Rutter (GA)

Section of Cell Biology and Functional Genomics, Division of Diabetes, Endocrinology and Metabolism, Department of Metabolism, Digestion and Reproduction, Imperial College London, London, UK. g.rutter@imperial.ac.uk.
CHUM Research Centre and University of Montreal, Montreal, QC, Canada. g.rutter@imperial.ac.uk.
Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore. g.rutter@imperial.ac.uk.

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Classifications MeSH