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Journal article

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

From

University of Copenhagen1

Integrative Systems Biology, Bioinformatics, Department of Health Technology, Technical University of Denmark2

Bioinformatics, Department of Health Technology, Technical University of Denmark3

Department of Health Technology, Technical University of Denmark4

Disease Data Intelligence, Bioinformatics, Department of Health Technology, Technical University of Denmark5

the IMI-DIRECT consortium6

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/m2; fasting glucose 5.7 (0.6) mmol/l; 2 h glucose 5.9 (1.6) mmol/l. At the final follow-up examination the participants' clinical characteristics were as follows: fasting glucose 6.0 (0.6) mmol/l; 2 h OGTT glucose 6.5 (2.0) mmol/l.

In cohort 2 (diabetes), 66% (n = 517) were treated by lifestyle modification and 34% (n = 272) were treated with metformin plus lifestyle modification at enrolment. Fifty-eight per cent of participants in cohort 2 was male. Cohort 2 participants had the following characteristics at baseline: age 62 (8.1) years; BMI 30.5 (5.0) kg/m2; fasting glucose 7.2 (1.4) mmol/l; 2 h glucose 8.6 (2.8) mmol/l.

At the final follow-up examination, the participants' clinical characteristics were as follows: fasting glucose 7.9 (2.0) mmol/l; 2 h mixed-meal tolerance test glucose 9.9 (3.4) mmol/l. 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.

Language: English
Publisher: Springer Berlin Heidelberg
Year: 2019
Pages: 1601-1615
Journal subtitle: Clinical, Translational and Experimental Diabetes and Metabolism
ISSN: 14320428 and 0012186x
Types: Journal article
DOI: 10.1007/s00125-019-4906-1
ORCIDs: 0000-0002-1646-4163 , 0000-0001-9237-8585 , 0000-0002-0520-7604 , 0000-0001-5948-8993 , 0000-0002-6880-5759 , 0000-0003-3090-269X , 0000-0003-0316-5866 , 0000-0001-8748-3831 , 0000-0002-3321-3972 , Brorsson, Caroline A. , De Masi, Federico and Gupta, Ramneek

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