Evidence mapPaperPMID 39998948Full record

Trial reportDiabetes care2025

Differential Treatment Effects on β-Cell Function Using Model-Based Parameters in Type 2 Diabetes: Results From the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE).

Kristina M Utzschneider, Mark Tripputi, Nicole M Butera, Andrea Mari, Samuel P Rosin, Mary Ann Banerji, Richard M Bergenstal, Necole Brown, Anders L Carlson, Ralph A DeFronzo and 8 more

Registry-linked trialAbstract readRandomized Controlled Trial
In one paragraph

Trial report in Diabetes care, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It reports registered trial NCT01794143. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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.

NCT01794143 phase3completed

Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study

Ran2013Enrolled7,850Registered outcomes4Posted comparisons0ConditionsComparative Effectiveness of Glycemia-lowering Medications, Type 2 DiabetesArmsDPP-4 inhibitor (sitagliptin), GLP-1 receptor agonist (liraglutide), Insulin (glargine), Sulfonylurea (glimepiride)
Open the trial in the graph
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

18 authors.

Kristina M UtzschneiderDivision of Metabolism, Endocrinology and Nutrition, Department of Medicine, VA Puget Sound Health Care System and University of Washington, Seattle, WA.ORCID 0000-0002-4924-196X
Mark TripputiThe Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD.
Nicole M ButeraThe Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD.ORCID 0000-0002-8901-3881
Andrea MariInstitute of Neuroscience, National Research Council, Padova, Italy.ORCID 0000-0002-1436-5591
Samuel P RosinThe Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD.
Mary Ann BanerjiDivision of Endocrinology and Department of Medicine, State University of New York Downstate Medical Center and Kings County Hospital, Brooklyn, NY.ORCID 0009-0004-4500-6059
Richard M BergenstalInternational Diabetes Center, HealthPartners Institute, Minneapolis, MN.ORCID 0000-0002-9050-5584
Necole BrownDivision of Endocrinology and Department of Medicine, State University of New York Downstate Medical Center and Kings County Hospital, Brooklyn, NY.
Anders L CarlsonInternational Diabetes Center, HealthPartners Institute, Minneapolis, MN.
Ralph A DeFronzoUniversity of Texas Health Science Center, San Antonio, TX.ORCID 0000-0002-8581-6273
Michaela R GramzinskiThe Biostatistics Center, Department of Biostatistics and Bioinformatics, Milken Institute School of Public Health, The George Washington University, Rockville, MD.ORCID 0009-0001-1662-7196
Tasma HarindhanavudhiUniversity of Minnesota, Minneapolis, MN.
Alexandra KozedubSeattle Institute for Biomedical and Clinical Research, Seattle, WA.
William I SivitzDepartment of Internal Medicine, University of Iowa, Iowa City, IA.ORCID 0000-0002-7829-0189
Michael W SteffesAdvanced Research and Diagnostic Laboratory, Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN.
Ashok BalasubramanyamDivision of Diabetes, Endocrinology and Metabolism, Baylor College of Medicine, Houston, TX.ORCID 0000-0003-2093-5201
Neda RasouliDivision of Endocrinology, Metabolism and Diabetes, Department of Medicine, University of Colorado School of Medicine, and VA Eastern Colorado Health Care, Denver, CO.ORCID 0000-0003-1269-3580
GRADE Research Group

Funding

Continuation of the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness (GRADE) StudyU01DK098246 · NIDDK · GEORGE WASHINGTON UNIVERSITY · PI Heidi Krause-Steinrauf, JOHN M LACHIN · 2021 to 2022
$21.0M
Vector and Transgenic Mouse CoreP30DK017047 · NIDDK · UNIVERSITY OF WASHINGTON · 1986 to 2025
$12.6M
Vanderbilt Institute for Clinical and Translational Research (VICTR)UL1TR002243 · VANDERBILT UNIVERSITY MEDICAL CENTER · 2025 to 2025
$10.7M
Washington University Institute of Clinical and Translational SciencesUL1TR002345 · WASHINGTON UNIVERSITY · 2025 to 2025
$9.3M
Georgia Clinical & Translational Science Alliance (Georgia CTSA)UL1TR002378 · EMORY UNIVERSITY · 2025 to 2025
$9.3M
Clinical and Translational Science Collaborative of Northern Ohio, Catalyzing Linkages for Everyone's Health (CLE Health)UM1TR004528 · CASE WESTERN RESERVE UNIVERSITY · 2025 to 2025
$7.9M
Pilot and Feasibility ProgramP30DK020572 · NIDDK · UNIVERSITY OF MICHIGAN AT ANN ARBOR · 2022 to 2025
$4.9M
Louisiana Clinical and Translational Science CenterU54GM104940 · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · 2025 to 2025
$3.9M
NYR-Diabetes Research Center (NYR-DRC)P30DK020541 · ALBERT EINSTEIN COLLEGE OF MEDICINE · 2025 to 2025
$2.4M
Pilot and Feasibility ProgramP30DK072476 · LSU PENNINGTON BIOMEDICAL RESEARCH CTR · 2005 to 2025
$2.2M
UAB Diabetes Research CenterP30DK079626 · UNIVERSITY OF ALABAMA AT BIRMINGHAM · 2025 to 2025
$1.3M
Pilot and Feasibility ProgramP30DK092926 · UNIVERSITY OF MICHIGAN AT ANN ARBOR · 2025 to 2025
$779k
American Diabetes AssociationCenters for Disease Control and Prevention FoundationNCATS NIH HHS UL1 TR000170NCATS NIH HHS UL1 TR000439NCATS NIH HHS UL1 TR000445NCATS NIH HHS UL1 TR001102NCATS NIH HHS UL1 TR001108NCATS NIH HHS UL1 TR001409NCATS NIH HHS UL1 TR001425NCATS NIH HHS UL1 TR001449NCATS NIH HHS UL1 TR002243NCATS NIH HHS UL1 TR002345NCATS NIH HHS UL1 TR002378NCATS NIH HHS UL1 TR002489NCATS NIH HHS UL1 TR002529NCATS NIH HHS UL1 TR002535NCATS NIH HHS UL1 TR002537NCATS NIH HHS UL1 TR002541NCATS NIH HHS UL1 TR002548NCATS NIH HHS UM1 TR004528NHLBI NIH HHSNIDDK NIH HHS P30 DK017047NIDDK NIH HHS P30 DK020541NIDDK NIH HHS P30 DK020572NIDDK NIH HHS P30 DK072476NIDDK NIH HHS P30 DK079626NIDDK NIH HHS P30 DK092926NIDDK NIH HHS U01 DK098246NIDDK NIH HHS U01DK098246NIDDK NIH HHS U34 DK088043NIGMS NIH HHS U54 GM104940
6 · The paper itself

Abstract

objectiveTo evaluate how model-based parameters of β-cell function change with glucose-lowering treatment and associate with glycemic deterioration in adults with type 2 diabetes (T2D). RESEARCH DESIGN AND

methodsIn the Glycemia Reduction Approaches in Diabetes: A Comparative Effectiveness Study (GRADE), β-cell function parameters derived from mathematical modeling of oral glucose tolerance tests were assessed at baseline (N = 4,712) and 1, 3, and 5 years following randomization to insulin glargine, glimepiride, liraglutide, or sitagliptin, added to baseline metformin. Parameters included insulin secretion rate (ISR), glucose sensitivity (insulin response to glucose), rate sensitivity (early insulin response), and potentiation. Linear mixed-effects models were used to compare changes across treatments. With Cox proportional hazards and Classification And Regression Tree (CART) analyses we evaluated associations between model parameters and glycemic failure (A1C >7.5%; 58.5 mmol/mol).

resultsβ-Cell function parameters increased variably at year 1 across treatments but subsequently declined for all treatments. Statistically significant changes were noted. Liraglutide led to the greatest increases in ISR, glucose sensitivity and potentiation, remaining above baseline at study end. Sitagliptin improved glucose sensitivity, with modest effects on other parameters. Glimepiride temporarily increased ISR and rate sensitivity but minimally increased glucose sensitivity or potentiation. Rate sensitivity increased most with glargine. Higher β-cell function parameters were protective against glycemic deterioration, but treatment did not alter the relationship between these parameters and glycemic outcomes.

conclusionsCommon glucose-lowering medications impact different physiologic components of β-cell function in T2D. Regardless of treatment modality, lower β-cell function associated with early glycemic failure, and β-cell function progressively declined after initial improvement.

Indexed as

Blood GlucoseDiabetes Mellitus, Type 2Hypoglycemic AgentsInsulin-Secreting CellsAgedFemaleGlucose Tolerance TestHumansInsulin GlargineLiraglutideMaleMetforminMiddle AgedSitagliptin PhosphateSulfonylurea CompoundsBlood GlucoseglimepirideHypoglycemic AgentsInsulin GlargineLiraglutideMetforminSitagliptin PhosphateSulfonylurea Compounds

Identifiers

PMID39998948
PMCPMC11932811

What Socratic holds

Texttitle and abstract
Read underepoch 390

Registered trials

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.