Evidence map›Paper›PMID 38192417›Full record

ArticleFrontiers in endocrinology2023

Autoantibodies predict type 1 diabetes after gestational diabetes - a 23-year cohort study.

Kaisu Luiro, Anna-Maaria Auvinen, Juha Auvinen, Jari Jokelainen, Ilkka Järvelä, Mikael Knip, Juha S Tapanainen

Open access · goldAbstract read
In one paragraph

Article in Frontiers in endocrinology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed, 2 pooled it
3.4field-weighted citation impact, top 7% 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

10 citing papers in PubMed, 2 syntheses or guidelines pooled it, 11 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Observational
  4. Review
  5. Article
  6. Fulminant and Slowly Progressive Type 1 Diabetes Associated with Pregnancy.International journal of molecular sciences · 2025
    Review
  7. Article
  8. Review
  9. Article
  10. Review
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

7 authors at 5 institutions in 2 countries.

Kaisu LuiroDepartment of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
Anna-Maaria AuvinenResearch Unit of Clinical Medicine, University of Oulu, Oulu, Finland.
Juha AuvinenMedical Research Center, Oulu University Hospital and University of Oulu, Oulu, Finland.
Jari JokelainenNorthern Finland Birth Cohorts, Infrastructure for Population Studies, Faculty of Medicine, University of Oulu, Oulu, Finland.
Ilkka JärveläDepartment of Obstetrics and Gynecology, Kuopio University Hospital, Kuopio, Finland.
Mikael KnipPediatric Research Center, New Children's Hospital, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
Juha S TapanainenDepartment of Obstetrics and Gynecology, University of Helsinki and Helsinki University Hospital, Helsinki, Finland.
Oulu University Hospital · FIUniversity of Oulu · FIHelsinki University Hospital · FIKuopio University Hospital · FIUniversity of Helsinki · FI

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: To study the predictive value of autoantibodies for type 1 (T1DM) and type 2 (T2DM) diabetes morbidity after gestational diabetes (GDM) in a 23-year follow-up study. Design: Prospective population-based cohort study. Methods: We studied 391 women with GDM, and 391 age- and parity-matched controls, who delivered in 1984-1994. Four autoantibodies were analysed in first-trimester blood samples: islet cell autoantibodies (ICAs), glutamic acid decarboxylase autoantibodies (GADAs), insulin autoantibodies (IAAs) and insulinoma-associated antigen-2 autoantibodies (IA-2As). Two follow-up questionnaires (1995-1996, 2012-2013) were sent to assess development of T1DM and T2DM. Predictive value of autoantibodies and clinical factors were analysed by conditional linear regression and ROC analyses. Results: Single autoantibody positivity was detected in 12% (41/342) of the GDM cohort and in 2.3% (8/353) of the control cohort. In the GDM cohort, 2.6% (9/342) tested positive for two autoantibodies and 2.3% (8/342) for three autoantibodies, whereas only one subject in the control cohort had two autoantibodies. ICA positivity was found in 12.5% of the cases, followed by GADA (6.0%), IA-2A (4.9%) and IAA (1.2%). In the control cohort, GADA positivity was found in 1.4%, IA-2A in 0.8%, IAA in 0.6%, and ICA in 0.3% of the subjects. Detection of ICA, GADA and/or IA-2A autoantibodies decreased T1DM-free survival time and time to diagnosis. All subjects with three positive autoantibodies developed T1DM within seven years from the GDM pregnancy. Development of T2DM after GDM occurred independent of autoantibody positivity. Conclusion: Development of T1DM can be reliably predicted with GADA and ICA autoantibodies during early pregnancy.

Indexed as

Diabetes, GestationalDiabetes Mellitus, Type 1Diabetes Mellitus, Type 2Pancreatic NeoplasmsAutoantibodiesCohort StudiesFemaleFollow-Up StudiesHumansPregnancyProspective StudiesAutoantibodiesautoantibodyGDMICAinsulinOGTTpredictiontype 1 diabetestype 2 diabetes

Identifiers

PMID38192417
PMCPMC10773701
OpenAlexW4390007202

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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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.