Evidence map›Paper›PMID 41767455›Full record

ArticleAmerican journal of preventive cardiology2026

Population prevalence of suboptimal statin use: Considering guidelines and patient preference.

Alexander Chaitoff, Jeremy B Sussman, Kathryn A Martinez, Alexander R Zheutlin

Abstract read
In one paragraph

Article in American journal of preventive cardiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

Alexander ChaitoffVeterans Affairs Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States.
Jeremy B SussmanVeterans Affairs Center for Clinical Management Research, Veterans Affairs Ann Arbor Healthcare System, Ann Arbor, MI, United States.
Kathryn A MartinezCleveland Clinic Center for Value-Based Care Research, Cleveland Clinic, Cleveland, OH, United States.
Alexander R ZheutlinDivision of Cardiology, Department of Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Many adults who qualify for lipid-lowering therapy for primary prevention of cardiovascular disease are not on treatment. This may be because they are (1) inappropriately undertreated or (2) appropriately untreated, which depends on their preferences after learning about the risks and benefits of medications used to lower atherosclerotic cardiovascular disease risk. We applied preference proportions previously derived from a diverse online sample to the 2013-2020 National Health and Nutrition Examination Survey, a nationally representative sample of the United States population, to quantify the number and proportion of adults that are likely to be appropriately treated, inappropriately undertreated, and appropriately untreated for elevated atherosclerotic cardiovascular disease risk. We found that 22.4 million additional patients would be eligible for lipid-lowering therapy by guidelines, and 7.8 million would both be eligible and likely prefer treatment. These results highlight that patient preference accounts for only a portion of the observed underuse of lipid-lowering therapy among eligible adults.

Indexed as

Lipid-lowering therapyPatient preferencePreventative-pill paradoxStatins

Identifiers

PMID41767455
PMCPMC12946942

What OpenQuestion holds

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LicenceCC BY-NC
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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.