Evidence map›Paper›PMID 41364459›Full record

ArticleDiabetes care2026

Genetic Predictors of Response to Oral Insulin for Type 1 Diabetes Prevention.

Lu You, Hemang M Parikh, Taylor M Triolo, Lauric A Ferrat, Erin L Templeman, Richard A Oram, Peter A Gottlieb, Stephen S Rich, Suna Onengut-Gumuscu, Andrea K Steck and 2 more

Abstract read
In one paragraph

Article in Diabetes care, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Lu YouHealth Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL.
Hemang M ParikhHealth Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL.
Taylor M TrioloBarbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO.
Lauric A FerratUniversity of Exeter Medical School, Exter, U.K.
Erin L TemplemanUniversity of Exeter Medical School, Exter, U.K.
Richard A OramUniversity of Exeter Medical School, Exter, U.K.
Peter A GottliebBarbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO.
Stephen S RichDepartment of Genome Sciences, University of Virginia, Charlottesville, VA.
Suna Onengut-GumuscuDepartment of Genome Sciences, University of Virginia, Charlottesville, VA.
Andrea K SteckBarbara Davis Center for Diabetes, University of Colorado Anschutz Medical Campus, Aurora, CO.
Jeffrey KrischerHealth Informatics Institute, Morsani College of Medicine, University of South Florida, Tampa, FL.
Maria J RedondoBaylor College of Medicine, Texas Children's Hospital, Houston, TX.ORCID 0000-0001-5871-4645

Funding

Revision to the Coordinating Center for Type 1 Diabetes TrialNetU01DK106993 · NIDDK · UNIVERSITY OF SOUTH FLORIDA · PI JEFFREY P KRISCHER, SAMUEL S WU · 2019 to 2026
$181.3M
Data Coordinating Center for Type 1 Diabetes TrialNet (UC4)USF: TrialNet UC4-3UC4DK117009 · NIDDK · UNIVERSITY OF SOUTH FLORIDA · PI KRISCHER, JEFFREY P · 2017 to 2019
$49.6M
Type 1 Diabetes TrialNet Clinical Network HubU01DK103282 · NIDDK · BENAROYA RESEARCH INST AT VIRGINIA MASON · PI CARLA J GREENBAUM, KURT J GRIFFIN · 2014 to 2026
$14.2M
Northwest Clinical Center for Type 1 Diabetes - TrialNetU01DK061034 · NIDDK · BENAROYA RESEARCH INST AT VIRGINIA MASON · PI GREENBAUM, CARLA J · 2001 to 2018
$10.3M
Type I Diabetes Trialnet at StsnfordU01DK061042 · NIDDK · STANFORD UNIVERSITY · PI WILSON, DARRELL M · 2001 to 2018
$8.5M
UCSF Trialnet: A Phase II Trial of Imatimib in New Onset Type I DiabetesU01DK061010 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GITELMAN, STEPHEN E · 2001 to 2018
$8.1M
Type 1 Diabetes-A Proposal for Prevention & InterventionU01DK085476 · NIDDK · UNIVERSITY OF MINNESOTA · PI MORAN, ANTOINETTE M. · 2009 to 2018
$7.1M
Prediction and Prevention of Type I DiabetesU01DK061058 · NIDDK · UNIVERSITY OF PITTSBURGH AT PITTSBURGH · PI BECKER, DOROTHY J · 2001 to 2018
$6.5M
TrialNet: University of Florida Clinical Center and NetworkU01DK085461 · NIDDK · UNIVERSITY OF FLORIDA · PI HALLER, MICHAEL JAMES · 2009 to 2018
$5.9M
TrialNet: Diabetes Type 1 PreventionU01DK085509 · NIDDK · UNIVERSITY OF COLORADO DENVER · PI GOTTLIEB, PETER A · 2009 to 2018
$5.8M
Type 1 Diabetes TrialNet Clinical Center: Effects of Alefacept in New Onset T1DU01DK085499 · NIDDK · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI BAIDAL, DAVID · 2009 to 2018
$4.9M
Vanderbilt University: Clinical Center Application, Type 1 Diabetes TrialNetU01DK085465 · NIDDK · VANDERBILT UNIVERSITY MEDICAL CENTER · PI RUSSELL, WILLIAM E · 2009 to 2018
$4.8M
Breakthrough T1D (formerly JDRF)NIDDK NIH HHS R01 DK121843NIDDK NIH HHS U01 DK061010NIDDK NIH HHS U01 DK061034NIDDK NIH HHS U01 DK061042NIDDK NIH HHS U01 DK061058NIDDK NIH HHS U01 DK085453NIDDK NIH HHS U01 DK085461NIDDK NIH HHS U01 DK085465NIDDK NIH HHS U01 DK085466NIDDK NIH HHS U01 DK085476NIDDK NIH HHS U01 DK085499NIDDK NIH HHS U01 DK085504NIDDK NIH HHS U01 DK085509NIDDK NIH HHS U01 DK103153NIDDK NIH HHS U01 DK103180NIDDK NIH HHS U01 DK103266NIDDK NIH HHS U01 DK103282NIDDK NIH HHS U01 DK106984NIDDK NIH HHS U01 DK106993NIDDK NIH HHS U01 DK106994NIDDK NIH HHS U01 DK107013NIDDK NIH HHS U01 DK107014NIDDK NIH HHS UC4 DK117009NIH HHS R01 DK121843NIH HHS U01 DK061010NIH HHS U01 DK061034NIH HHS U01 DK061042NIH HHS U01 DK061058NIH HHS U01 DK085453NIH HHS U01 DK085461NIH HHS U01 DK085465NIH HHS U01 DK085466NIH HHS U01 DK085476NIH HHS U01 DK085499NIH HHS U01 DK085504NIH HHS U01 DK085509NIH HHS U01 DK103153NIH HHS U01 DK103180NIH HHS U01 DK103266NIH HHS U01 DK103282NIH HHS U01 DK106984NIH HHS U01 DK106993NIH HHS U01 DK106994NIH HHS U01 DK107013NIH HHS U01 DK107014NIH HHS UC4 DK117009-01
6 · The paper itself

Abstract

objectiveThe TrialNet Oral Insulin Prevention Trial TN07 tested oral insulin to prevent stage 3 type 1 diabetes (T1D) in 560 relatives with stage 1 T1D of individuals with T1D. Of the three predefined risk strata, participants in secondary stratum 1 (SS1) (n = 55), characterized by low first-phase insulin release, responded significantly better to oral insulin. We aimed to identify genetic factors associated with treatment response. RESEARCH DESIGN AND

methodsThe TEDDY-T1DExomeChip was used to genotype 552 participants with available DNA. Cox models examined associations between response to oral insulin and HLA haplotypes, 33 preselected T1D-associated single nucleotide polymorphisms, T1D genetic risk score 2 (GRS2), and type 2 diabetes (T2D)-associated polygenic scores. For primary analyses, P values were Benjamini-Hochberg (BH) corrected for multiple comparisons; results not passing correction were considered nominal.

resultsGLIS3 rs7020673 was significantly associated with response to oral insulin in SS1 (BH-corrected P = 0.031 without and P = 0.022 with covariate adjustment). Additional nominal associations included better response with HLA-DRB1*04:01-DQA1*03:01-DQB1*03:02 (hazard ratio [HR] 0.22 vs. 1.09; unadjusted P = 0.031; adjusted P = 0.045) in SS1 and worse responses with TNFAIP3 and CTLA4 in at least one stratum. In exploratory analyses, participants with T1D-GRS2 >12.5 responded better to oral insulin (HR 0.68) than those with T1D-GRS2 ≤12.5 (HR 2.10; unadjusted P = 0.003; adjusted P = 0.006) in the overall cohort, and lower proinsulin- and obesity-partitioned T2D polygenic scores were associated with greater treatment benefit in SS1 and in another secondary stratum, respectively.

conclusionsGenetic differences distinguish responders from nonresponders to oral insulin for T1D prevention. Genetics may enable precision medicine by identifying individuals likely to benefit from T1D-modifying therapies.

Indexed as

Diabetes Mellitus, Type 1Hypoglycemic AgentsInsulinAdministration, OralAdolescentAdultChildFemaleGenotypeHumansMaleMiddle AgedPolymorphism, Single NucleotideYoung AdultHypoglycemic AgentsInsulin

Identifiers

PMID41364459
PMCPMC12824796

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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.