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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
- Source :
- Koivula, R W, Forgie, I M, Kurbasic, A, Viñuela, A, Heggie, A, Giordano, G N, Hansen, T H, Hudson, M, Koopman, A D M, Rutters, F, Siloaho, M, Allin, K H, Brage, S R, Brorsson, C A, Dawed, A Y, de Masi, F, Groves, C J, Kokkola, T, Mahajan, A, Perry, M H, Rauh, S P, Ridderstråle, M, Teare, H J A, Thomas, E L, Tura, A, Vestergaard, H, White, T, Adamski, J, Bell, J D, Beulens, J W, Brunak, S R, Dermitzakis, E T, Froguel, P, Frost, G, Gupta, R, Hansen, T, Hattersley, A, Jablonka, B, Kaye, J, Laakso, M, McDonald, T J, Pedersen, O, Schwenk, J M, Pavo, I, Mari, A, McCarthy, M I, Ruetten, H, Walker, M, Pearson, E, Franks, P W & IMI DIRECT Consortium 2019, ' 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 ', Diabetologia, vol. 62, no. 9, pp. 1601-1615 . https://doi.org/10.1007/s00125-019-4906-1, Koivula, R W, Forgie, I M, Kurbasic, A, Viñuela, A, Heggie, A, Giordano, G N, Hansen, T H, Hudson, M, Koopman, A D M, Rutters, F, Siloaho, M, Allin, K H, Brage, S, Brorsson, C A, Dawed, A Y, De Masi, F, Groves, C J, Kokkola, T, Mahajan, A, Perry, M H, Rauh, S P, Ridderstråle, M, Teare, H J A, Thomas, E L, Tura, A, Vestergaard, H, White, T, Adamski, J, Bell, J D, Beulens, J W, Brunak, S, Dermitzakis, E T, Froguel, P, Frost, G, Gupta, R, Hansen, T, Hattersley, A, Jablonka, B, Kaye, J, Laakso, M, McDonald, T J, Pedersen, O, Schwenk, J M, Pavo, I, Mari, A, McCarthy, M I, Ruetten, H, Walker, M, Pearson, E, Franks, P W & IMI-DIRECT consortium 2019, ' 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 ', Diabetologia, vol. 62, no. 9, pp. 1601-1615 . https://doi.org/10.1007/s00125-019-4906-1, Diabetologia, Diabetologia, Vol. 62, No 9 (2019) pp. 1601-1615, Diabetologia, 62(9), 1601-1615. Springer Verlag, Diabetologia 62, 1601-1615 (2019), Koivula, R W, Forgie, I M, Kurbasic, A, Viñuela, A, Heggie, A, Giordano, G N, Hansen, T H, Hudson, M, Koopman, A D M, Rutters, F, Siloaho, M, Allin, K H, Brage, S, Brorsson, C A, Dawed, A Y, De Masi, F, Groves, C J, Kokkola, T, Mahajan, A, Perry, M H, Rauh, S P, Ridderstråle, M, Teare, H J A, Thomas, E L, Tura, A, Vestergaard, H, White, T, Adamski, J, Bell, J D, Beulens, J W, Brunak, S, Dermitzakis, E T, Froguel, P, Frost, G, Gupta, R, Hansen, T, Hattersley, A, Jablonka, B, Kaye, J, Laakso, M, McDonald, T J, Pedersen, O, Schwenk, J M, Pavo, I, Mari, A, McCarthy, M I, Ruetten, H, Walker, M, Pearson, E, Franks, P W & the IMI-DIRECT consortium 2019, ' 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 ', Diabetologia, vol. 62, no. 9, pp. 1601-1615 . https://doi.org/10.1007/s00125-019-4906-1
- Publication Year :
- 2019
-
Abstract
- Aims/hypothesis 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). Methods 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. Results 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. Conclusions/interpretation 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. Electronic supplementary material The online version of this article (10.1007/s00125-019-4906-1) contains peer-reviewed but unedited supplementary material, which is available to authorised users.
- Subjects :
- 0301 basic medicine
Blood Glucose
Male
Endocrinology, Diabetes and Metabolism
Type 2 diabetes
Cohort Studies
0302 clinical medicine
DESIGN
ddc:590
Glycaemic control
Glucose/metabolism
ddc:576.5
Prediabetes
Prospective Studies
Prospective cohort study
RISK
education.field_of_study
Glucose tolerance test
Blood Glucose/drug effects/metabolism
Genome
medicine.diagnostic_test
Insulin secretion
Middle Aged
Insulin sensitivity
Metformin
3. Good health
TESTS
Cohort
Endokrinologi och diabetes
Female
Life Sciences & Biomedicine
Cohort study
medicine.medical_specialty
Population
030209 endocrinology & metabolism
Endocrinology and Diabetes
Article
Ectopic fat
1117 Public Health and Health Services
Diet
Ectopic Fat
Glycaemic Control
Insulin Secretion
Insulin Sensitivity
Personalised Medicine
Physical Activity
Type 2 Diabetes
Prediabetic State
Endocrinology & Metabolism
03 medical and health sciences
SDG 3 - Good Health and Well-being
BETA-CELL FUNCTION
Internal medicine
Diabetes mellitus
Diabetes Mellitus
Internal Medicine
medicine
Humans
Metformin/therapeutic use
IMI DIRECT Consortium
education
Prediabetic State/blood/epidemiology
Aged
RELEASE
Science & Technology
business.industry
Physical activity
1103 Clinical Sciences
Glucose Tolerance Test
FAT-CONTENT
medicine.disease
030104 developmental biology
Glucose
Diabetes Mellitus, Type 2
COHORT PROFILE
1114 Paediatrics and Reproductive Medicine
Personalised medicine
GLUCOSE-TOLERANCE
Type 2/blood/drug therapy/epidemiology
business
RESISTANCE
Biomarkers/blood
Biomarkers
Subjects
Details
- Language :
- English
- ISSN :
- 0012186X
- Database :
- OpenAIRE
- Journal :
- Koivula, R W, Forgie, I M, Kurbasic, A, Viñuela, A, Heggie, A, Giordano, G N, Hansen, T H, Hudson, M, Koopman, A D M, Rutters, F, Siloaho, M, Allin, K H, Brage, S R, Brorsson, C A, Dawed, A Y, de Masi, F, Groves, C J, Kokkola, T, Mahajan, A, Perry, M H, Rauh, S P, Ridderstråle, M, Teare, H J A, Thomas, E L, Tura, A, Vestergaard, H, White, T, Adamski, J, Bell, J D, Beulens, J W, Brunak, S R, Dermitzakis, E T, Froguel, P, Frost, G, Gupta, R, Hansen, T, Hattersley, A, Jablonka, B, Kaye, J, Laakso, M, McDonald, T J, Pedersen, O, Schwenk, J M, Pavo, I, Mari, A, McCarthy, M I, Ruetten, H, Walker, M, Pearson, E, Franks, P W & IMI DIRECT Consortium 2019, ' 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 ', Diabetologia, vol. 62, no. 9, pp. 1601-1615 . https://doi.org/10.1007/s00125-019-4906-1, Koivula, R W, Forgie, I M, Kurbasic, A, Viñuela, A, Heggie, A, Giordano, G N, Hansen, T H, Hudson, M, Koopman, A D M, Rutters, F, Siloaho, M, Allin, K H, Brage, S, Brorsson, C A, Dawed, A Y, De Masi, F, Groves, C J, Kokkola, T, Mahajan, A, Perry, M H, Rauh, S P, Ridderstråle, M, Teare, H J A, Thomas, E L, Tura, A, Vestergaard, H, White, T, Adamski, J, Bell, J D, Beulens, J W, Brunak, S, Dermitzakis, E T, Froguel, P, Frost, G, Gupta, R, Hansen, T, Hattersley, A, Jablonka, B, Kaye, J, Laakso, M, McDonald, T J, Pedersen, O, Schwenk, J M, Pavo, I, Mari, A, McCarthy, M I, Ruetten, H, Walker, M, Pearson, E, Franks, P W & IMI-DIRECT consortium 2019, ' 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 ', Diabetologia, vol. 62, no. 9, pp. 1601-1615 . https://doi.org/10.1007/s00125-019-4906-1, Diabetologia, Diabetologia, Vol. 62, No 9 (2019) pp. 1601-1615, Diabetologia, 62(9), 1601-1615. Springer Verlag, Diabetologia 62, 1601-1615 (2019), Koivula, R W, Forgie, I M, Kurbasic, A, Viñuela, A, Heggie, A, Giordano, G N, Hansen, T H, Hudson, M, Koopman, A D M, Rutters, F, Siloaho, M, Allin, K H, Brage, S, Brorsson, C A, Dawed, A Y, De Masi, F, Groves, C J, Kokkola, T, Mahajan, A, Perry, M H, Rauh, S P, Ridderstråle, M, Teare, H J A, Thomas, E L, Tura, A, Vestergaard, H, White, T, Adamski, J, Bell, J D, Beulens, J W, Brunak, S, Dermitzakis, E T, Froguel, P, Frost, G, Gupta, R, Hansen, T, Hattersley, A, Jablonka, B, Kaye, J, Laakso, M, McDonald, T J, Pedersen, O, Schwenk, J M, Pavo, I, Mari, A, McCarthy, M I, Ruetten, H, Walker, M, Pearson, E, Franks, P W & the IMI-DIRECT consortium 2019, ' 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 ', Diabetologia, vol. 62, no. 9, pp. 1601-1615 . https://doi.org/10.1007/s00125-019-4906-1
- Accession number :
- edsair.doi.dedup.....91fc5bd3c22959b53a248befc4dd035d
- Full Text :
- https://doi.org/10.1007/s00125-019-4906-1