Evidence mapPaperPMID 38904129Full record

ArticleBMJ open2024

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.

Henk-Jan Aanstoot, Rita D M Varkevisser, Dick Mul, Pim Dekker, Erwin Birnie, Lianne S M Boesten, Michael P Brugts, Peter R van Dijk, Petronella H L M Duijvestijn, Sanjoy Dutta and 15 more

Registry-linked trialAbstract readMulticenter Study
In one paragraph

Article in BMJ open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT04977635 (Biomarkers of Heterogeneity in Type 1 Diabetes), which is not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT04977635 completednot on this map

Biomarkers of Heterogeneity in Type 1 Diabetes: an Integrated Approach to Clinical and Metabolic Phenotyping of Individuals With Established Type 1 Diabetes

TypeobservationalSponsorDiabeter Nederland BVRan2016 to 2021Enrolled611ConditionsType 1 Diabetes
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. The Urgent Need for Breakthrough Therapies and a World Without Type 1 Diabetes.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

25 authors.

Henk-Jan AanstootDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands.ORCID 0000-0002-5534-1633
Rita D M VarkevisserDepartment of Endocrinology, UMCG, Groningen, Netherlands.ORCID 0000-0002-5656-6244
Dick MulDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands.ORCID 0000-0001-8095-9155
Pim DekkerDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands p.dekker@diabeter.nl.ORCID 0000-0002-1405-8460
Erwin BirnieDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands.ORCID 0000-0002-4534-4857
Lianne S M BoestenDepartment of Clinical Chemistry, IJsselland Ziekenhuis, Capelle aan den IJssel, The Netherlands.ORCID 0000-0001-9505-3516
Michael P BrugtsDepartment of Internal Medicine, Ikazia Hospital, Rotterdam, The Netherlands.
Peter R van DijkDepartment of Endocrinology, UMCG, Groningen, Netherlands.ORCID 0000-0002-9702-6551
Petronella H L M DuijvestijnDepartment of Internal Medicine, Medisch Centrum Haaglanden, Den Haag, The Netherlands.ORCID 0000-0003-1254-2635
Sanjoy DuttaJDRF, New York, New York, USA.
Christine FransmanDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands.
Rob K GoneraDepartment of Internal Medicine, Wilhelmina Hospital, Assen, The Netherlands.
Klaas HoogenbergDepartment of Internal Medicine, Martini Ziekenhuis, Groningen, The Netherlands.ORCID 0000-0002-6944-7842
Adriaan KooyBethesda Diabetes Research Center & Treant, Treant Care Group, Hoogeveen, Drenthe, The Netherlands.ORCID 0000-0002-8853-0019
Esther LatresJDRF, New York, New York, USA.ORCID 0009-0003-8330-1393
Sandra LovesDepartment of Internal Medicine, Treant Care Group, Hoogeveen, Drenthe, Netherlands.ORCID 0000-0001-9238-0028
Giesje NefsDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands.ORCID 0000-0002-8772-740X
Theo SasDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands.ORCID 0000-0002-8727-1385
Charlotte E VollenbrockDepartment of Endocrinology, UMCG, Groningen, Netherlands.ORCID 0000-0003-0908-6560
Marleen J Vosjan-NoevermanDepartment of Internal Medicine, Wilhelmina Hospital, Assen, The Netherlands.
Martine M C de Vries-VelraedsDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands.
Henk J VeezeDiabeter Netherlands, Center for Type 1 Diabetes Care and Research, Rotterdam, The Netherlands.ORCID 0000-0003-0250-9380
Bruce H R WolffenbuttelDepartment of Endocrinology, UMCG, Groningen, Netherlands.ORCID 0000-0001-9262-6921
Melanie M van der KlauwDepartment of Endocrinology, UMCG, Groningen, Netherlands.ORCID 0000-0001-7178-009X
Dutch Type 1 Diabetes Biomarker group

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

purposeThe '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).

participantsData 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.

Indexed as

BiomarkersDiabetes Mellitus, Type 1Glycated HemoglobinAdolescentAdultAgedBlood GlucoseC-PeptideCross-Sectional StudiesDisease ProgressionFemaleHumansMaleMiddle AgedNetherlandsPhenotypeBiomarkersBlood GlucoseC-PeptideGlycated HemoglobinDIABETES & ENDOCRINOLOGYEPIDEMIOLOGYGeneral diabetes

Identifiers

PMID38904129
PMCPMC11191834

What Socratic holds

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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.