Discovery of biomarkers for glycaemic deterioration before and after the onset of type 2 diabetes: descriptive characteristics of the epidemiological studies within the IMI DIRECT Consortium.


Journal

Diabetologia
ISSN: 1432-0428
Titre abrégé: Diabetologia
Pays: Germany
ID NLM: 0006777

Informations de publication

Date de publication:
09 2019
Historique:
received: 13 07 2018
accepted: 10 04 2019
pubmed: 17 6 2019
medline: 14 4 2020
entrez: 17 6 2019
Statut: ppublish

Résumé

Here, we describe the characteristics of the Innovative Medicines Initiative (IMI) Diabetes Research on Patient Stratification (DIRECT) epidemiological cohorts at baseline and follow-up examinations (18, 36 and 48 months of follow-up). From a sampling frame of 24,682 adults of European ancestry enrolled in population-based cohorts across Europe, participants at varying risk of glycaemic deterioration were identified using a risk prediction algorithm (based on age, BMI, waist circumference, use of antihypertensive medication, smoking status and parental history of type 2 diabetes) and enrolled into a prospective cohort study (n = 2127) (cohort 1, prediabetes risk). We also recruited people from clinical registries with type 2 diabetes diagnosed 6-24 months previously (n = 789) into a second cohort study (cohort 2, diabetes). Follow-up examinations took place at ~18 months (both cohorts) and at ~48 months (cohort 1) or ~36 months (cohort 2) after baseline examinations. The cohorts were studied in parallel using matched protocols across seven clinical centres in northern Europe. Using ADA 2011 glycaemic categories, 33% (n = 693) of cohort 1 (prediabetes risk) had normal glucose regulation and 67% (n = 1419) had impaired glucose regulation. Seventy-six per cent of participants in cohort 1 was male. Cohort 1 participants had the following characteristics (mean ± SD) at baseline: age 62 (6.2) years; BMI 27.9 (4.0) kg/m The IMI DIRECT cohorts are intensely characterised, with a wide-variety of metabolically relevant measures assessed prospectively. We anticipate that the cohorts, made available through managed access, will provide a powerful resource for biomarker discovery, multivariate aetiological analyses and reclassification of patients for the prevention and treatment of type 2 diabetes.

Identifiants

pubmed: 31203377
doi: 10.1007/s00125-019-4906-1
pii: 10.1007/s00125-019-4906-1
pmc: PMC6677872
doi:

Substances chimiques

Biomarkers 0
Blood Glucose 0
Metformin 9100L32L2N
Glucose IY9XDZ35W2

Types de publication

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

Langues

eng

Sous-ensembles de citation

IM

Pagination

1601-1615

Subventions

Organisme : Medical Research Council
ID : MC_UU_12015/3
Pays : United Kingdom
Organisme : Wellcome Trust
ID : 102820/Z/13/Z
Pays : United Kingdom

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Auteurs

Robert W Koivula (RW)

Department of Clinical Sciences, Lund University Diabetes Centre, Genetic and Molecular Epidemiology Unit, CRC, Skåne University Hospital Malmö, Building 91, Level 10, Jan Waldenströms gata 35, SE-205 02, Malmö, Sweden.
Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.

Ian M Forgie (IM)

Population Health & Genomics, Medical Research Institute, University of Dundee, Dundee, DD1 9SY, UK.

Azra Kurbasic (A)

Department of Clinical Sciences, Lund University Diabetes Centre, Genetic and Molecular Epidemiology Unit, CRC, Skåne University Hospital Malmö, Building 91, Level 10, Jan Waldenströms gata 35, SE-205 02, Malmö, Sweden.

Ana Viñuela (A)

Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland.
Institute of Genetics and Genomics in Geneva (iGE3), University of Geneva, Geneva, Switzerland.
Swiss Institute of Bioinformatics, Geneva, Switzerland.

Alison Heggie (A)

Institute of Cellular Medicine (Diabetes), Newcastle University, Newcastle upon Tyne, UK.

Giuseppe N Giordano (GN)

Department of Clinical Sciences, Lund University Diabetes Centre, Genetic and Molecular Epidemiology Unit, CRC, Skåne University Hospital Malmö, Building 91, Level 10, Jan Waldenströms gata 35, SE-205 02, Malmö, Sweden.

Tue H Hansen (TH)

The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark.

Michelle Hudson (M)

NIHR Exeter Clinical Research Facility, University of Exeter Medical School, Exeter, UK.

Anitra D M Koopman (ADM)

Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands.

Femke Rutters (F)

Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands.

Maritta Siloaho (M)

Department of Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.

Kristine H Allin (KH)

The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark.
Department of Clinical Epidemiology, Bispebjerg and Frederiksberg Hospital, the Capital Region, Copenhagen, Denmark.

Søren Brage (S)

MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK.
Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark.

Caroline A Brorsson (CA)

Department of Bio and Health Informatics, Technical University of Denmark, Lyngby, Denmark.

Adem Y Dawed (AY)

Population Health & Genomics, Medical Research Institute, University of Dundee, Dundee, DD1 9SY, UK.

Federico De Masi (F)

Department of Bio and Health Informatics, Technical University of Denmark, Lyngby, Denmark.

Christopher J Groves (CJ)

Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.

Tarja Kokkola (T)

Department of Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.

Anubha Mahajan (A)

Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK.

Mandy H Perry (MH)

NIHR Exeter Clinical Research Facility, University of Exeter Medical School, Exeter, UK.

Simone P Rauh (SP)

Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands.

Martin Ridderstråle (M)

Department of Clinical Sciences, Clinical Obesity, Skåne University Hospital Malmö, Lund University, Malmö, Sweden.
Novo Nordisk A/S, Søborg, Denmark.

Harriet J A Teare (HJA)

HeLEX, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, UK.

E Louise Thomas (EL)

Research Centre for Optimal Health, Department of Life Sciences, University of Westminster, London, UK.

Andrea Tura (A)

Institute of Neurosciences, National Research Council, Padova, Italy.

Henrik Vestergaard (H)

The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark.

Tom White (T)

MRC Epidemiology Unit, University of Cambridge School of Clinical Medicine, Cambridge, UK.

Jerzy Adamski (J)

Institute of Epidemiology II, Helmholtz Zentrum Muenchen, German Research Center for Environmental Health (GmbH), Neuherberg, Germany.

Jimmy D Bell (JD)

Research Centre for Optimal Health, Department of Life Sciences, University of Westminster, London, UK.

Joline W Beulens (JW)

Department of Epidemiology and Biostatistics, Amsterdam Public Health Research Institute, VU University Medical Center, Amsterdam, the Netherlands.

Søren Brunak (S)

Department of Bio and Health Informatics, Technical University of Denmark, Lyngby, Denmark.
The Novo Nordisk Foundation Center for Protein Research, University of Copenhagen, Copenhagen, Denmark.

Emmanouil T Dermitzakis (ET)

Department of Genetic Medicine and Development, University of Geneva Medical School, Geneva, Switzerland.
Institute of Genetics and Genomics in Geneva (iGE3), University of Geneva, Geneva, Switzerland.
Swiss Institute of Bioinformatics, Geneva, Switzerland.

Philippe Froguel (P)

Department of Genomics of Common Disease, School of Public Health, Imperial College London, London, UK.
CNRS, Pasteur Institute of Lille, University of Lille, Lille, France.

Gary Frost (G)

Nutrition and Dietetics Research Group, Department of Medicine, Division of Diabetes, Endocrinology and Metabolism, Imperial College London, Hammersmith Campus, London, UK.

Ramneek Gupta (R)

Department of Bio and Health Informatics, Technical University of Denmark, Lyngby, Denmark.

Torben Hansen (T)

The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark.
Faculty of Health Sciences, University of Southern Denmark, Odense, Denmark.

Andrew Hattersley (A)

NIHR Exeter Clinical Research Facility, University of Exeter Medical School, Exeter, UK.
Institute of Biomedical and Clinical Science, University of Exeter Medical School, Exeter, UK.

Bernd Jablonka (B)

Sanofi-Aventis Deutschland GmbH, R&D, Frankfurt am Main, Germany.

Jane Kaye (J)

HeLEX, Nuffield Department of Population Health, University of Oxford, Old Road Campus, Headington, Oxford, UK.

Markku Laakso (M)

Department of Medicine, University of Eastern Finland and Kuopio University Hospital, Kuopio, Finland.

Timothy J McDonald (TJ)

NIHR Exeter Clinical Research Facility, University of Exeter Medical School, Exeter, UK.

Oluf Pedersen (O)

The Novo Nordisk Foundation Center for Basic Metabolic Research, Faculty of Health and Medical Science, University of Copenhagen, Copenhagen, Denmark.

Jochen M Schwenk (JM)

Science for Life Laboratory, School of Engineering Sciences in Chemistry, Biotechnology and Health, KTH - Royal Institute of Technology, Stockholm, Sweden.

Imre Pavo (I)

Eli Lilly Regional Operations GmbH, Vienna, Austria.

Andrea Mari (A)

Institute of Neurosciences, National Research Council, Padova, Italy.

Mark I McCarthy (MI)

Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK.
Wellcome Centre for Human Genetics, University of Oxford, Oxford, UK.
NIHR Oxford Biomedical Research Centre, Churchill Hospital, Oxford, UK.

Hartmut Ruetten (H)

Sanofi-Aventis Deutschland GmbH, R&D, Frankfurt am Main, Germany.

Mark Walker (M)

Institute of Cellular Medicine (Diabetes), Newcastle University, Newcastle upon Tyne, UK.

Ewan Pearson (E)

Population Health & Genomics, Medical Research Institute, University of Dundee, Dundee, DD1 9SY, UK. e.z.pearson@dundee.ac.uk.

Paul W Franks (PW)

Department of Clinical Sciences, Lund University Diabetes Centre, Genetic and Molecular Epidemiology Unit, CRC, Skåne University Hospital Malmö, Building 91, Level 10, Jan Waldenströms gata 35, SE-205 02, Malmö, Sweden. paul.franks@med.lu.se.
Oxford Centre for Diabetes, Endocrinology and Metabolism, Radcliffe Department of Medicine, University of Oxford, Oxford, UK. paul.franks@med.lu.se.
Department of Nutrition, Harvard School of Public Health, Boston, MA, USA. paul.franks@med.lu.se.
Department of Public Health & Clinical Medicine, Section for Medicine, Umeå University, Umeå, Sweden. paul.franks@med.lu.se.

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Classifications MeSH