Evidence mapPaperPMID 40736378Full record

ReviewDiabetes care2025

The Heterogeneity of Type 1 Diabetes: Implications for Pathogenesis, Prevention, and Treatment-2024 Diabetes, Diabetes Care, and Diabetologia Expert Forum.

Carmella Evans-Molina, Yuval Dor, Åke Lernmark, Chantal Mathieu, Jeffrey R Millman, Raghavendra G Mirmira, Flemming Pociot, Maria J Redondo, Stephen S Rich, Sarah J Richardson and 2 more

Abstract readReview
In one paragraph

Review in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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.

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

6 citing papers in PubMed.

  1. Review
  2. Article
  3. New and emerging therapies in type 1 diabetes mellitus.The Journal of clinical investigation · 2026
    Review
  4. Article
  5. Article
  6. 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

12 authors.

Carmella Evans-MolinaCenter for Diabetes and Metabolic Diseases, Indiana University School of Medicine, Indianapolis, IN.ORCID 0000-0001-7764-8663
Yuval DorDepartment of Developmental Biology and Cancer Research, Institute for Medical Research Israel-Canada, Hebrew University-Hadassah Medical School, Jerusalem, Israel.ORCID 0000-0003-2456-2289
Åke LernmarkDepartment of Clinical Sciences, Lund University CRC, Skåne University Hospital, Malmö, Sweden.ORCID 0000-0003-1735-0499
Chantal MathieuClinical and Experimental Endocrinology, University of Leuven, Leuven, Belgium.ORCID 0000-0002-6099-2406
Jeffrey R MillmanDivision of Endocrinology, Metabolism and Lipid Research, Washington University School of Medicine, St. Louis, MO.ORCID 0000-0003-0426-3492
Raghavendra G MirmiraDiabetes Research and Training Center, The University of Chicago, Chicago, IL.ORCID 0000-0002-5013-6075
Flemming PociotTranslational Type 1 Diabetes Research, Department of Clinical and Translational Research, Steno Diabetes Center Copenhagen, Herlev, Denmark.ORCID 0000-0003-3274-5448
Maria J RedondoBaylor College of Medicine, Texas Children's Hospital, Houston, TX.ORCID 0000-0001-5871-4645
Stephen S RichDepartment of Genome Sciences, University of Virginia, Charlottesville, VA.ORCID 0000-0003-3872-7793
Sarah J RichardsonExeter Centre of Excellence for Diabetes Research, Department of Clinical and Biomedical Sciences, University of Exeter, Exeter, U.K.ORCID 0000-0002-1160-6062
Michael R RickelsInstitute for Diabetes, Obesity & Metabolism, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA.ORCID 0000-0002-9253-838X
R David LeslieBlizard Institute and St. Bartholomew's Hospital, Queen Mary University of London, London, U.K.ORCID 0000-0002-1786-1531

Funding

Pilot and Feasibility ProgramP30DK020595 · NIDDK · UNIVERSITY OF CHICAGO · PI GRAEME I BELL, Raghavendra G Mirmira · 2013 to 2026
$20.9M
Transcriptional Mechanisms Governing Beta Cell DifferentiationR01DK060581 · NIDDK · UNIVERSITY OF VIRGINIA CHARLOTTESVILLE · PI Raghavendra G Mirmira · 2002 to 2026
$8.5M
Determining the mechanism of IFIH1 disease-associated variants on beta-cell and immune responses in Type 1 diabetesR01DK127497 · NIDDK · UNIVERSITY OF KANSAS MEDICAL CENTER · PI MATHEWS, CLAYTON E, MILLMAN, JEFFREY ROBERT · 2020 to 2023
$4.7M
STUDYING THE ROLE OF THE MICROENVIRONMENT ON DIFFERENTIATION AND MATURATION OF BETA CELLSR01DK114233 · NIDDK · WASHINGTON UNIVERSITY · PI Jeffrey Robert Millman · 2017 to 2026
$3.6M
Role of Pancreatic Elastase in Beta Cell Health, Autoimmunity and Type 1 DiabetesU01DK143494 · NIDDK · UNIVERSITY OF CHICAGO · PI Mark S Anderson, ROHIT N. KULKARNI · 2025 to 2026
$3.3M
Type 1 diabetes genetic risk scores for the diagnosis of diabetes type in children of diverse racial and ethnic backgroundR01DK124395 · NIDDK · BAYLOR COLLEGE OF MEDICINE · PI REDONDO, MARIA JOSE · 2021 to 2024
$2.6M
Studying the mechanisms of initiation and progression of Beta cell death in T1DUG3DK142188 · NIDDK · SCRIPPS RESEARCH INSTITUTE, THE · PI CHRISTOPHER C. W. HUGHES, Jeffrey Robert Millman · 2025 to 2026
$2.4M
Type 1 Diabetes Genetic Risk Score in TrialNetR01DK121843 · NIDDK · BAYLOR COLLEGE OF MEDICINE · PI REDONDO, MARIA JOSE · 2019 to 2023
$2.4M
Indiana University clinical Center for acute pancreatitis and diabetes clinical research networkU01DK127382 · NIDDK · INDIANA UNIVERSITY INDIANAPOLIS · PI Carmella Evans-Molina, Evan L Fogel · 2020 to 2026
$2.4M
β cell miRNAs Function as Molecular Hubs of Type 1 Diabetes PathogenesisR01DK127308 · NIDDK · INDIANA UNIVERSITY INDIANAPOLIS · PI EVANS-MOLINA, CARMELLA · 2021 to 2024
$1.7M
Uncovering the Interplay Among Pancreatic Tissue Types, Inflammation, and Genotypes in Type 1 DiabetesR01DK138469 · NIDDK · WASHINGTON UNIVERSITY · PI Jeffrey Robert Millman, HUBERT M TSE · 2024 to 2026
$811k
BLRD VA I01 BX001733NIDDK NIH HHS P30 DK020595NIDDK NIH HHS R01 DK060581NIDDK NIH HHS R01 DK114233NIDDK NIH HHS R01 DK121843NIDDK NIH HHS R01 DK124395NIDDK NIH HHS R01 DK127308NIDDK NIH HHS R01 DK127497NIDDK NIH HHS R01 DK138469NIDDK NIH HHS U01 DK127382NIDDK NIH HHS U01 DK143494NIDDK NIH HHS UG3 DK142188NIH HHS R01DK114233, UG3DK142188, R01DK127497, and R01DK13Novo Nordisk Foundation
6 · The paper itself

Abstract

This article summarizes the current understanding of the heterogeneity of type 1 diabetes from a June 2024 international Expert Forum organized by the editors of Diabetes, Diabetes Care, and Diabetologia. The Forum reviewed key factors contributing to the development and progression of type 1 diabetes and outlined specific, high-priority research questions. Knowledge gaps were identified, and, notably, opportunities to harness disease heterogeneity to develop personalized therapies were outlined. Herein, we summarize our discussions and review the heterogeneity of genetic risk and immunologic and metabolic phenotypes that influence and characterize type 1 diabetes progression (presented as a palette of risk factors). We discuss how these age-related factors determine disease aggressiveness (along gradients) and describe how variable immunogenetic pathways aggregate (into networks) to affect β-cell and other pancreatic pathologies to cause clinical disease at different ages and with variable severity (described as disease-related thresholds). Heterogeneity of pathogenesis and clinical severity opens avenues to prevention and intervention, including the potential of disease-modifying immunotherapy and islet cell replacement. We conclude with a call for 1) continued research to identify more factors contributing to the disease, both overall and in specific subgroups; 2) investigations focusing on both individuals who surpass metabolic and immune thresholds and develop diabetes and those who remain disease free with the same level of immunogenetic risk; and 3) efforts to identify where the current type 1 diabetes staging system may fall short and determine how it can be improved to capture and leverage heterogeneity in prevention and intervention strategies.

Indexed as

Diabetes Mellitus, Type 1Humans

Identifiers

PMID40736378
PMCPMC12454688

What Socratic holds

Textmetadata
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 Socratic graph.