Evidence map›Paper›PMID 40465453›Full record

ArticleDiabetes care2025

Associations of CGM Metrics With Stimulated C-Peptide Measures in Youth With Recent-Onset Type 1 Diabetes.

Anna Neyman, Linda A DiMeglio, Colleen Bauza, Bruce Buckingham, Mark A Clements, Gregory P Forlenza, Jennifer L Sherr, Lauren Kanapka, Roy W Beck, Craig Kollman and 7 more

Abstract read
In one paragraph

Article in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Trial
  2. Observational
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

17 authors.

Anna NeymanIndiana University School of Medicine, Indianapolis, IN.
Linda A DiMeglioIndiana University School of Medicine, Indianapolis, IN.ORCID 0000-0002-8033-6078
Colleen BauzaJaeb Center for Health Research, Tampa, FL.ORCID 0000-0002-7569-2051
Bruce BuckinghamStanford University, Stanford, CA.
Mark A ClementsChildren's Mercy Hospital, Kansas City, MO.
Gregory P ForlenzaBarbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, CO.
Jennifer L SherrYale School of Medicine, New Haven, CT.
Lauren KanapkaJaeb Center for Health Research, Tampa, FL.
Roy W BeckJaeb Center for Health Research, Tampa, FL.
Craig KollmanJaeb Center for Health Research, Tampa, FL.
Shannon BeasleyUniversity of Minnesota, Minneapolis, MN.
Erin CobryBarbara Davis Center, University of Colorado Anschutz Medical Campus, Aurora, CO.
Lisa NorlanderStanford University, Stanford, CA.
Ryan McDonoughChildren's Mercy Hospital, Kansas City, MO.
Michelle Van NameYale School of Medicine, New Haven, CT.
Antoinette MoranUniversity of Minnesota, Minneapolis, MN.
CLVer Study Group

Funding

JDRF, the Juvenile Diabetes Research Foundation (now known as Breakthrough T1D)Medtronic
6 · The paper itself

Abstract

objectiveContinuous glucose monitoring (CGM) measures could be a surrogate for stimulated C-peptide outcomes in type 1 diabetes trials. RESEARCH DESIGN AND

methodsCGM and mixed-meal tolerance test-derived C-peptide measures at time points out to 52 weeks after diagnosis were compared in 103 children.

resultsAt 52 weeks, CGM metrics moderately correlated with C-peptide area under the curve. The highest Spearman correlations were for time-in-range 70-180 mg/dL, time <70 mg/dL, and glucose coefficient of variation (0.45, -0.33, and -0.58, respectively; the multivariate model using these three metrics had a slightly higher correlation of 0.63). For predicting peak C-peptide concentrations ≥0.2 pmol/mL, this combination had a sensitivity of 68.4% and specificity of 75%.

conclusionsCGM measures correlated with stimulated C-peptide measures; however, the strength of the correlations and sensitivity and specificity of CGM-derived measures were not great enough to replace C-peptide measures in clinical trials.

Indexed as

Blood GlucoseBlood Glucose Self-MonitoringC-PeptideDiabetes Mellitus, Type 1AdolescentChildFemaleHumansMaleBlood GlucoseC-Peptide

Identifiers

PMID40465453
PMCPMC12281974

What OpenQuestion holds

Textmetadata
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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.