Evidence map›Paper›PMID 35803296›Full record

ArticleThe lancet. Diabetes & endocrinology2022

Two-age islet-autoantibody screening for childhood type 1 diabetes: a prospective cohort study.

Mohamed Ghalwash, Jessica L Dunne, Markus Lundgren, Marian Rewers, Anette-G Ziegler, Vibha Anand, Jorma Toppari, Riitta Veijola, William Hagopian, Type 1 Diabetes Intelligence Study Group

Open access · greenAbstract read
In one paragraph

Article in The lancet. Diabetes & endocrinology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 4 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
42citing papers in PubMed, 4 pooled it
9.4field-weighted citation impact, top 2% of its field
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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

42 citing papers in PubMed, 4 syntheses or guidelines pooled it, 52 citations in OpenAlex.

  1. Impact of screening programmes for type 1 diabetes in youth: A systematic review and meta-analysis.Diabetic medicine : a journal of the British Diabetic Association · 2026
    Pooled it
  2. Guideline
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  14. Genetic risk in extremely early onset type 1 diabetes.medRxiv : the preprint server for health sciences · 2025
    Article
  15. Article
  16. Review
  17. Are We Ready With Prevention for Type 1 Diabetes?Diabetes/metabolism research and reviews · 2025
    Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 9 institutions in 5 countries.

Mohamed GhalwashCenter for Computational Health, IBM Research, Yorktown Heights, NY, USA; Faculty of Science, Ain Shams University, Cairo, Egypt.
Jessica L DunneJuvenile Diabetes Research Foundation, New York, NY, USA.
Markus LundgrenDepartment of Clinical Sciences Malmö, Lund University/Clinical Research Centre, Skåne University Hospital, Malmö, Sweden.
Marian RewersBarbara Davis Center for Diabetes, University of Colorado, Denver, CO, USA.
Anette-G ZieglerForschegruppe Diabetes and Institute of Diabetes Research, Helmholtz Zentrum München, German Research Centre for Environmental Health, Munich-Neuherberg, Germany der TU München, Munich, Germany.
Vibha AnandCenter for Computational Health, IBM Research, Yorktown Heights, NY, USA.
Jorma ToppariInstitute of Biomedicine, Research Centre for Integrative Physiology and Pharmacology, and Centre for Population Health Research, University of Turku, Turku, Finland; Department of Paediatrics, Turku University Hospital, Turku, Finland.
Riitta VeijolaDepartment of Paediatrics, PEDEGO Research Unit, University of Oulu and Oulu University Hospital, Oulu, Finland.
William HagopianPacific Northwest Research Institute, Seattle, WA, USA; Department of Medicine, University of Washington, Seattle, WA, USA. Electronic address: wah@uw.edu.
Type 1 Diabetes Intelligence Study Group
Ain Shams University · EGBreakthrough T1D · USIBM (United States) · USInstitute of Diabetes ResearchLund University · SETurku University Hospital · FIUniversity of Colorado Denver · USUniversity of Oulu · FIUniversity of Washington · US

Funding

Natural History of Pre-Diabetic Autoimmunity (DAISY)R01DK032493 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI REWERS, MARIAN J · 1986 to 2024
$9.3M
NIDDK NIH HHS R01 DK032493
6 · The paper itself

Abstract

backgroundEarly prediction of childhood type 1 diabetes reduces ketoacidosis at diagnosis and provides opportunities for disease prevention. However, only highly efficient approaches are likely to succeed in public health settings. We sought to identify efficient strategies for initial islet autoantibody screening in children younger than 15 years.

methodsWe harmonised data from five prospective cohorts from Finland (DIPP), Germany (BABYDIAB), Sweden (DiPiS), and the USA (DAISY and DEW-IT) into the Type 1 Diabetes Intelligence (T1DI) cohort. 24 662 children at high risk of diabetes enrolled before age 2 years were included and followed up for islet autoantibodies and diabetes until age 15 years, or type 1 diabetes onset, whichever occurred first. Islet autoantibodies measured included those against glutamic acid decarboxylase, insulinoma antigen 2, and insulin. Main outcomes were sensitivity and positive predictive value (PPV) of detected islet autoantibodies, tested at one or two fixed ages, for diagnosis of clinical type 1 diabetes.

findingsOf the 24 662 participants enrolled in the Type 1 Diabetes Intelligence cohort, 6722 total were followed up to age 15 years or until onset of type 1 diabetes. Type 1 diabetes developed by age 15 years in 672 children, but did not develop in 6050 children. Optimal screening ages for two measurements were 2 years and 6 years, yielding sensitivity of 82% (95% CI 79-86) and PPV of 79% (95% CI 75-80) for diabetes by age 15 years. Autoantibody positivity at the beginning of each test age was highly predictive of diagnosis in the subsequent 2-5·99 year or 6-15-year age intervals. Autoantibodies usually appeared before age 6 years even in children diagnosed with diabetes much later in childhood.

interpretationOur results show that initial screening for islet autoantibodies at two ages (2 years and 6 years) is sensitive and efficient for public health translation but might require adjustment by country on the basis of population-specific disease characteristics.

fundingJuvenile Diabetes Research Foundation.

Indexed as

Diabetes Mellitus, Type 1AdolescentAutoantibodiesChildChild, PreschoolCohort StudiesGlutamate DecarboxylaseHumansProspective StudiesAutoantibodiesGlutamate Decarboxylase

Identifiers

PMID35803296
PMCPMC10040253
OpenAlexW4284713108

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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 OpenQuestion graph.