Evidence mapPaperPMID 35977298Full record

ArticleJAMA health forum2021

Racial, Ethnic, and Socioeconomic Inequities in Glucagon-Like Peptide-1 Receptor Agonist Use Among Patients With Diabetes in the US.

Lauren A Eberly, Lin Yang, Utibe R Essien, Nwamaka D Eneanya, Howard M Julien, Jing Luo, Ashwin S Nathan, Sameed Ahmed M Khatana, Elias J Dayoub, Alexander C Fanaroff and 3 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in JAMA health forum, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06811324 (The Effects of Tirzepatide Use on Muscle and Vascular Function Among Obese Older Adults), which is not on this map. Cited by 158 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
158citing papers in PubMed, 2 pooled it
17.3field-weighted citation impact, top 1% of its field
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.

NCT06811324 phase2recruitingstarted 2026, after this paper: background citation

The Effects of Tirzepatide Use on Muscle and Vascular Function Among Obese Older Adults

Ran2026Enrolled20Registered outcomes3Posted comparisons0ConditionsCardiovascular Function, GLP - 1, Obesity Prevention, Sarcopenia in ElderlyArmsTirzepatide
Open the trial in the graph
3 · Its place in the literature

Who cites it

158 citing papers in PubMed, 2 syntheses or guidelines pooled it, 245 citations in OpenAlex.

  1. Pooled it
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  18. Seeing Beyond GLP-1: A Systems View of Sustainable Obesity Care.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2026
    Review
  19. Article
  20. Article

98 more citing papers are in PubMed but not listed here.

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

13 authors at 4 institutions in 1 country.

Lauren A EberlyCardiovascular Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Lin YangCenter for Cardiovascular Outcomes, Quality, and Evaluative Research, University of Pennsylvania, Philadelphia.
Utibe R EssienDivision of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Nwamaka D EneanyaLeonard Davis Institute of Health Economics, University of Pennsylvania, Philadelphia.
Howard M JulienCardiovascular Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Jing LuoDivision of General Internal Medicine, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
Ashwin S NathanCardiovascular Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Sameed Ahmed M KhatanaCardiovascular Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Elias J DayoubCardiovascular Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Alexander C FanaroffCardiovascular Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Jay GiriCardiovascular Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
Peter W GroeneveldCenter for Cardiovascular Outcomes, Quality, and Evaluative Research, University of Pennsylvania, Philadelphia.
Srinath AdusumalliCardiovascular Division, Perelman School of Medicine at the University of Pennsylvania, Philadelphia.
University of Pennsylvania · USPenn Center for AIDS Research · USUniversity of Pittsburgh · USVA Pittsburgh Healthcare System · US

Funding

NHLBI NIH HHS K23 HL153772NIDDK NIH HHS K23 DK120956
6 · The paper itself

Abstract

Importance: Randomized clinical trials have shown that glucagon-like peptide-1 receptor agonists (GLP-1 RAs) cause significant weight loss and reduce cardiovascular events in patients with type 2 diabetes (T2D). Black patients have a disproportionate burden of obesity and cardiovascular disease and have a higher rate of cardiovascular-related mortality. Racial and ethnic disparities in health outcomes are largely attributable to the pervasiveness of structural racism, and patients who are marginalized by racism have less access to novel therapeutics. Objectives: To evaluate GLP-1 RA uptake among a commercially insured population of patients with T2D; identify associations of race, ethnicity, sex, and socioeconomic status with GLP-1 RA use; and specifically examine its use among the subgroup of patients with atherosclerotic cardiovascular disease (ASCVD) because of the known benefit of GLP-1 RA use for this population. Design Setting and Participants: This was a retrospective cohort analysis using data from OptumInsight Clinformatics Data Mart of commercially insured adult patients with T2D (with or without ASCVD) in the US. Data from October 1, 2015, to June 31, 2019, were included, and the analyses were performed in July 2020. We estimated multivariable logistic regression models to identify the association of race, ethnicity, sex, and socioeconomic status with GLP-1 RA use. Main Outcome and Measure: A prescription for a GLP-1 RA. Results: Of the 1 180 260 patients with T2D (median [IQR] age, 69 [59-76] years; 50.3% female; 57.7% White), 90 934 (7.7%) were treated with GLP-1 RA during the study period. From 2015 to 2019, the percentage of T2D patients treated with an GLP-1 RA increased from 3.2% to 10.7%. Among patients with T2D and ASCVD, use also increased but remained low (2.8%-9.4%). In multivariable analyses, lower rates of GLP-1 RA use were found among Asian (aOR, 0.59; 95% CI, 0.56-0.62), Black (adjusted odds ratio [aOR] 0.81; 95% CI, 0.79-0.83), and Hispanic (aOR, 0.91; 95% CI, 0.88-0.93) patients with T2D. Female sex (aOR, 1.22; 95% CI, 1.20-1.24) and higher zip code-linked median household incomes (>$100 000 [OR, 1.13; 95% CI, 1.11-1.16] and $50 000-$99 999 [OR, 1.07; 95% CI, 1.05-1.09] vs <$50 000) were associated with higher GLP-1 RA use. These results were similar to those found among patients with ASCVD. Conclusions and Relevance: In this cohort study of US patients with T2D, GLP-1 RA use increased, but remained low overall for treatment of T2D, particularly among patients with ASCVD who are likely to derive the most benefit. Asian, Black, and Hispanic patients and those with low income were less likely to receive treatment with a GLP-1 RA. Strategies to lower barriers to GLP-1 RA use, such as lower cost, are needed to prevent the widening of well-documented inequities in cardiovascular disease outcomes in the US.

Indexed as

Cardiovascular DiseasesDiabetes Mellitus, Type 2AdultAgedCohort StudiesEthnicityFemaleGlucagon-Like Peptide 1Glucagon-Like Peptide-1 Receptor AgonistsHumansMaleRetrospective StudiesSocioeconomic FactorsGlucagon-Like Peptide 1Glucagon-Like Peptide-1 Receptor Agonists

Identifiers

PMID35977298
PMCPMC8796881
OpenAlexW4200521668

What Socratic holds

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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.