Evidence map›Paper›PMID 37529931›Full record

ArticleCirculation. Cardiovascular quality and outcomes2023

Gaps in Guideline-Based Lipid-Lowering Therapy for Secondary Prevention in the United States: A Retrospective Cohort Study of 322 153 Patients.

Ann Marie Navar, Ahmed A Kolkailah, Anand Gupta, Kristin Khalaf Gillard, Marc K Israel, Yiqing Wang, Eric D Peterson

Open access · bronzeAbstract read
In one paragraph

Article in Circulation. Cardiovascular quality and outcomes, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 32 papers.

0numbers the graph read from it
0cells of the map it votes in
32citing papers in PubMed
14.6field-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.

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

32 citing papers in PubMed, 46 citations in OpenAlex.

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  4. Electronic Health Record Alerts to Improve Lipid Lowering After a Recent Myocardial Infarction.Journal of the American Heart Association · 2026 · on this map
    Observational
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  12. Treatment pathways of lipid-lowering therapies in Germany 2016-2022.Clinical research in cardiology : official journal of the German Cardiac Society · 2026
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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

7 authors at 3 institutions in 1 country.

Ann Marie NavarDivision of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas (A.M.N., A.A.K., E.D.P., A.G., Y.W.).ORCID 0000-0002-6197-9860
Ahmed A KolkailahDivision of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas (A.M.N., A.A.K., E.D.P., A.G., Y.W.).ORCID 0000-0002-3327-1718
Anand GuptaDivision of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas (A.M.N., A.A.K., E.D.P., A.G., Y.W.).ORCID 0000-0002-7223-7360
Kristin Khalaf GillardEsperion Therapeutics, Inc, Ann Arbor, MI (K.K.G., M.K.I.).
Marc K IsraelEsperion Therapeutics, Inc, Ann Arbor, MI (K.K.G., M.K.I.).
Yiqing WangDivision of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas (A.M.N., A.A.K., E.D.P., A.G., Y.W.).
Eric D PetersonDivision of Cardiology, Department of Internal Medicine, University of Texas Southwestern Medical Center, Dallas (A.M.N., A.A.K., E.D.P., A.G., Y.W.).ORCID 0000-0002-5415-4721
Southwestern Medical Center · USEsperion Therapeutics (United States) · USThe University of Texas Southwestern Medical Center · US

Funding

UT Southwestern NORCP30DK127984 · NIDDK · UT SOUTHWESTERN MEDICAL CENTER · PI Jeff G McDonald · 2022 to 2026
$7.4M
Training in Cardiovascular ResearchT32HL125247 · NHLBI · UT SOUTHWESTERN MEDICAL CENTER · PI JOSEPH A HILL · 2015 to 2026
$4.3M
NHLBI NIH HHS T32 HL125247NIDDK NIH HHS P30 DK127984
6 · The paper itself

Abstract

backgroundMany patients with atherosclerotic cardiovascular disease (ASCVD) are not on guideline-recommended statin therapy. We evaluated utilization of statins and other lipid-lowering therapy (LLT), and changes in low-density lipoprotein cholesterol (LDL-C), among patients with ASCVD over a 1-year period.

methodsLLT and LDL-C levels at the first outpatient visit (January 1, 2017-December 31, 2018) and 1-year follow-up were evaluated using data from Cerner Real-World Data, an electronic health record-derived data set from 92 US health systems. Logistic regression was used to evaluate factors associated with high-intensity statin use.

resultsWe identified 322 153 patients with ASCVD (median age 69 years, 58.8% men, 81.8% White). Overall, 76.1% of patients were on statins, with only 39.4% on high-intensity statins. Men were more likely to receive high-intensity statins than women (multivariable-adjusted odds ratio, 1.34 [95% CI, 1.30-1.38]). Increasing age was associated with lower odds of statin use (odds ratio, 0.79 per 5-year increase at 60 years [95% CI, 0.78-0.81]). Patients with peripheral artery disease (odds ratio, 0.40 [95% CI, 0.37-0.42]) and cerebrovascular disease (odds ratio, 0.75 [95% CI, 0.70-0.80]) had lower odds of using high-intensity statins than those with coronary artery disease. At baseline, most patients (61.3%) had elevated LDL-C (≥70 mg/dL), including 59.8% of those on low/moderate-intensity statins and 76.1% on no statin; only 45.3% achieved an LDL-C <70 mg/dL at 1 year. Nonstatin LLT use was low (ezetimibe, 4.4%; proprotein convertase subtilisin/kexin type 9 inhibitors, 0.7%). Among patients on no statin or low/moderate-intensity statin at baseline, 14.8% and 13.4%, respectively, were on high-intensity statins at 1 year.

conclusionsAmong patients with ASCVD in routine care, high-intensity statins are underutilized, and uptitration and use of nonstatin therapy are uncommon. Women, older adults, and individuals with noncardiac ASCVD are particularly undertreated. Concerted efforts are needed to address therapeutic inertia for lipid management in patients with ASCVD.

Indexed as

Cardiovascular DiseasesHydroxymethylglutaryl-CoA Reductase InhibitorsAgedChild, PreschoolCholesterol, LDLEzetimibeFemaleHumansMaleRetrospective StudiesSecondary PreventionUnited StatesCholesterol, LDLEzetimibeHydroxymethylglutaryl-CoA Reductase Inhibitorsatherosclerotic cardiovascular diseaselow-density lipoprotein cholesterolstatin therapyunderutilization

Identifiers

PMID37529931
PMCPMC10527346
OpenAlexW4385477314

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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.