Cohort profile: the ‘Biomarkers of heterogeneity in type 1 diabetes’ study—a national prospective cohort study of clinical and metabolic phenotyping of individuals with long-standing type 1 diabetes in the Netherlands
,
Erwin Birnie,
Giesje Nefs,
Bruce H R Wolffenbuttel,
Melanie M van der Klauw,
Peter R van Dijk,
Klaas Hoogenberg,
Henk J Veeze,
Henk-Jan Aanstoot,
Bruce HR Wolffenbuttel,
Charlotte E Vollenbrock,
Pim Dekker,
Lianne S M Boesten,
Martine M C de Vries-Velraeds,
Adriaan Kooy,
Dick Mul,
Sanjoy Dutta,
Rita D M Varkevisser,
Michael P Brugts,
Petronella H L M Duijvestijn,
Christine Fransman,
Rob K Gonera,
Esther Latres,
Sandra Loves,
Theo Sas,
Marleen J Vosjan-Noeverman,
Rita DM Varkevisser,
Lianne SM Boesten,
Peter R van Dijk,
Petronella HLM Duijvestijn,
Martine MC de Vries-Velraeds,
Melanie M van der Klauw
Affiliations
4UK Health Security Agency
Erwin Birnie
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Giesje Nefs
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Bruce H R Wolffenbuttel
2 Department of Endocrinology, UMCG, Groningen, Netherlands
Melanie M van der Klauw
2 Department of Endocrinology, UMCG, Groningen, Netherlands
Peter R van Dijk
2 Department of Endocrinology, UMCG, Groningen, Netherlands
Klaas Hoogenberg
9 Department of Internal Medicine, Martini Ziekenhuis, Groningen, The Netherlands
Henk J Veeze
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Henk-Jan Aanstoot
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Bruce HR Wolffenbuttel
Charlotte E Vollenbrock
2 Department of Endocrinology, UMCG, Groningen, Netherlands
Pim Dekker
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Lianne S M Boesten
4 Department of Clinical Chemistry, IJsselland Ziekenhuis, Capelle aan den IJssel, The Netherlands
Martine M C de Vries-Velraeds
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Adriaan Kooy
11 Department of Internal Medicine, UMCG, Groningen, Groningen, Netherlands
Dick Mul
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Sanjoy Dutta
7 JDRF, New York, New York, USA
Rita D M Varkevisser
2 Department of Endocrinology, UMCG, Groningen, Netherlands
Michael P Brugts
5 Department of Internal Medicine, Ikazia Hospital, Rotterdam, The Netherlands
Petronella H L M Duijvestijn
6 Department of Internal Medicine, Medisch Centrum Haaglanden, Den Haag, The Netherlands
Christine Fransman
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Rob K Gonera
8 Department of Internal Medicine, Wilhelmina Hospital, Assen, The Netherlands
Esther Latres
7 JDRF, New York, New York, USA
Sandra Loves
12 Department of Internal Medicine, Treant Care Group, Hoogeveen, Drenthe, Netherlands
Theo Sas
1 Diabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands
Marleen J Vosjan-Noeverman
8 Department of Internal Medicine, Wilhelmina Hospital, Assen, The Netherlands
Purpose The ‘Biomarkers of heterogeneity in type 1 diabetes’ study cohort was set up to identify genetic, physiological and psychosocial factors explaining the observed heterogeneity in disease progression and the development of complications in people with long-standing type 1 diabetes (T1D).Participants Data and samples were collected in two subsets. A prospective cohort of 611 participants aged ≥16 years with ≥5 years T1D duration from four Dutch Diabetes clinics between 2016 and 2021 (median age 32 years; median diabetes duration 12 years; 59% female; mean glycated haemoglobin (HbA1c) 61 mmol/mol (7.7%); 61% on insulin pump; 23% on continuous glucose monitoring (CGM)). Physical assessments were performed, blood and urine samples were collected, and participants completed questionnaires. A subgroup of participants underwent mixed-meal tolerance tests (MMTTs) at baseline (n=169) and at 1-year follow-up (n=104). Genetic data and linkage to medical and administrative records were also available. A second cross-sectional cohort included participants with ≥35 years of T1D duration (currently n=160; median age 64 years; median diabetes duration 45 years; 45% female; mean HbA1c 58 mmol/mol (7.4%); 51% on insulin pump; 83% on CGM), recruited from five centres and measurements, samples and 5-year retrospective data were collected.Findings to date Stimulated residual C-peptide was detectable in an additional 10% of individuals compared with fasting residual C-peptide secretion. MMTT measurements at 90 min and 120 min showed good concordance with the MMTT total area under the curve. An overall decrease of C-peptide at 1-year follow-up was observed. Fasting residual C-peptide secretion is associated with a decreased risk of impaired awareness of hypoglycaemia.Future plans Research groups are invited to consider the use of these data and the sample collection. Future work will include additional hormones, beta-cell-directed autoimmunity, specific immune markers, microRNAs, metabolomics and gene expression data, combined with glucometrics, anthropometric and clinical data, and additional markers of residual beta-cell function.Trial registration number NCT04977635.