Evidence map›Paper›PMID 41885954›Full record

ArticleClinical journal of the American Society of Nephrology : CJASN2026

Target Trial Emulation: Glucagon-Like Peptide-1 Receptor Agonist, Sodium-Glucose Cotransporter 2 Inhibitors, Dipeptidyl Peptidase-4 Inhibitors for Kidney Outcome Prevention.

Adriana Hung, Cole Beck, Robert A Greevy, Amber J Hackstadt, Tom A Elasy, Christianne L Roumie

Abstract read
In one paragraph

Article in Clinical journal of the American Society of Nephrology : CJASN, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. 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.

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

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

6 authors.

Adriana HungVeteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Veterans' Wellbeing through Innovation, Systems Science and Experience in Learning Health Systems (VETWISE-LHS), Nashville, Tennessee.ORCID 0000-0002-3203-1608
Cole BeckVeteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Veterans' Wellbeing through Innovation, Systems Science and Experience in Learning Health Systems (VETWISE-LHS), Nashville, Tennessee.ORCID 0000-0002-6849-6255
Robert A GreevyVeteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Veterans' Wellbeing through Innovation, Systems Science and Experience in Learning Health Systems (VETWISE-LHS), Nashville, Tennessee.ORCID 0000-0002-1821-3544
Amber J HackstadtVeteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Veterans' Wellbeing through Innovation, Systems Science and Experience in Learning Health Systems (VETWISE-LHS), Nashville, Tennessee.ORCID 0000-0002-0164-6589
Tom A ElasyVeteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Veterans' Wellbeing through Innovation, Systems Science and Experience in Learning Health Systems (VETWISE-LHS), Nashville, Tennessee.ORCID 0000-0002-1651-8387
Christianne L RoumieVeteran Administration Tennessee Valley VA Health Care System Geriatric Research Education Clinical Center (GRECC), Veterans' Wellbeing through Innovation, Systems Science and Experience in Learning Health Systems (VETWISE-LHS), Nashville, Tennessee.ORCID 0000-0002-6555-2055

Funding

Clinical Science Research and Development CX000570-13Division of Diabetes, Endocrinology, and Metabolic Diseases P30DK092986Office of Research and Development CIN 24-128
6 · The paper itself

Abstract

key pointsUnknown if addition of newer diabetes medications is associated with kidney disease among older patients who were under recruited in clinical trials. In this target trial emulation, we report a protective association for kidney events and death for both glucagon-like peptide 1 receptor agonist and sodium-glucose cotransporter 2 inhibitor, compared with dipeptidyl peptidase-4 inhibitor. The association of glucagon-like peptide 1 receptor agonist and sodium-glucose cotransporter 2 inhibitor on kidney disease extended across multiple subgroups including short duration of use and in the older population.

backgroundA trial emulation approach evaluated kidney outcomes for addition of three diabetes medications among Veterans, including older Veterans underrepresented in trials.

methodsA retrospective cohort of Veterans with diabetes who were new users adding glucagon-like peptide-1 receptor agonists (GLP-1 RAs), sodium-glucose cotransporter 2 inhibitors (SGLT2is), or dipeptidyl peptidase-4 inhibitors (DPP4is). Each group was followed until a composite of death or kidney event defined as a 50% decline in eGFR, kidney failure (transplant or dialysis) or censored for nonpersistence of drug class, loss of follow-up, and study end. The primary analysis used propensity score weights to compare the hazard of the composite outcome. The secondary analysis considered cause-specific hazard of kidney events with death as censoring. An Aalen-Johansen plot displayed individual outcomes of kidney event or death as a competing risk. Subgroup analyses evaluated Veterans by duration of use, age, eGFR, and urine protein.

resultsAfter propensity score weighting, the cohort included 42,684 GLP-1 RA, 44,198 SGLT2i, and 44,213 DPP4i episodes. The median age was 69 years, diabetes duration was 10.6 years (6.8-15.2), and eGFR was 75 ml/min per 1.73 m 2 (58-92). Event rates per 1000 person-years were 34.6 (33.3-36.0) versus 29.0 (27.8-30.3) versus 47.4 (46.0-48.9) for GLP-1 RA, SGLT2i, and DPP4i, respectively. There was a protective association for composite of kidney event and death for GLP-1 RA, hazard ratio (HR) 0.70 (0.67 to 0.74), and SGLT2i users (HR, 0.65 [0.61 to 0.68]) versus DPP4i. The results were similar for the cause-specific hazard of kidney event alone GLP-1 RA (HR, 0.72 [0.65 to 0.80]) and SGLT2i (HR, 0.48 [0.43 to 0.55]) and for subgroups.

conclusionsGLP-1 RA and SGLT2i as add-on diabetes treatment were associated with lower composite and individual outcomes of kidney event and death. The association was similar across subgroups highlighting the value in primary prevention among older populations.

Indexed as

Diabetes Mellitus, Type 2Diabetic NephropathiesDipeptidyl-Peptidase IV InhibitorsGlucagon-Like Peptide-1 Receptor AgonistsHypoglycemic AgentsSodium-Glucose Transporter 2 InhibitorsAgedFemaleGlomerular Filtration RateHumansMaleMiddle AgedRetrospective StudiesDipeptidyl-Peptidase IV InhibitorsGlucagon-Like Peptide-1 Receptor AgonistsHypoglycemic AgentsSodium-Glucose Transporter 2 Inhibitorsclinical epidemiologydiabetes

Identifiers

PMID41885954
PMCPMC13268379

What OpenQuestion holds

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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.