Evidence map›Paper›PMID 41949879›Full record

ArticleJAMA2026

Cost-Effectiveness of ApoB, Non-HDL-C, and LDL-C Goals for Primary Prevention Lipid-Lowering Therapy.

Samuel Luebbe, Allan D Sniderman, Andrew E Moran, John T Wilkins, Ciaran N Kohli-Lynch

Abstract read
In one paragraph

Article in JAMA, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. Is the Commitment to LDL-C Eternal?Methodist DeBakey cardiovascular journal · 2026
    Review
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors.

Samuel LuebbeDepartment of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Allan D SnidermanMike and Valeria Rosenbloom Center for Cardiovascular Prevention, Division of Cardiology, McGill University Health Center, Montreal, Quebec, Canada.
Andrew E MoranDivision of General Medicine, Columbia University Irving Medical Center, New York, New York.
John T WilkinsDivision of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois.
Ciaran N Kohli-LynchDepartment of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Apolipoprotein B (apoB) is a superior marker of residual atherosclerotic cardiovascular disease risk in patients treated with lipid-lowering therapy (LLT) compared with low-density lipoprotein cholesterol (LDL-C) and non-high-density lipoprotein cholesterol (non-HDL-C). The cost-effectiveness of LDL-C, non-HDL-C, and apoB goals has not been established. Objective: To determine the relative cost-effectiveness of intensifying LLT for primary prevention based on LDL-C, non-HDL-C, and apoB goals. Design, Setting, and Participants: This economic evaluation used a computer simulation model to evaluate the cost-effectiveness of intensifying LLT with high-intensity statins or ezetimibe according to LDL-C, non-HDL-C, or apoB goals. A cohort of 250 000 statin-eligible and atherosclerotic cardiovascular disease-free US adults was constructed from 2005 to 2016 National Health and Nutrition Examination Survey participants (N = 4149). Individuals commenced the simulation after lipid screening and received statin therapy based on 2018 American Heart Association/American College of Cardiology guidelines. Model inputs were derived from national survey data, pooled longitudinal cohort studies, and published literature. Uncertainty was explored with traditional and probabilistic sensitivity analysis. Exposures: Lipid-lowering therapy was intensified if individuals did not achieve treated LDL-C level less than 100 mg/dL, non-HDL-C level less than 118 mg/dL, or apoB level less than 78.7 mg/dL. Main Outcomes and Measures: Lifetime quality-adjusted life-years (QALYs) and costs (in 2025 US dollars), discounted 3.0% annually. The primary outcome was the incremental cost-effectiveness ratio. Strategies were considered cost-effective if they cost less than $120 000 per QALY gained. Results: Compared with an LDL-C goal, 965 QALYs (95% uncertainty interval [UI], -3551 to 5341 QALYs) would be gained with a non-HDL-C goal, alongside a $2.1 million (95% UI, -$94.2 million to $92.0 million) reduction in costs. Compared with a non-HDL-C goal, 1324 QALYs (95% UI, -2602 to 5669 QALYs) would be gained with an apoB goal, alongside a $40.2 million (95% UI, -$43.6 million to $134 million) increase in costs, yielding an incremental cost-effectiveness ratio of $30 300 per QALY gained. At a willingness-to-pay threshold of $120 000 per QALY gained, an apoB goal was optimal in 65% of probabilistic analyses and a non-HDL-C goal was optimal in 25%. The cost of apoB testing was marginal; higher costs reflected longer life expectancy and prolonged preventive treatment. Conclusions and Relevance: The results of this computer simulation study suggest that apoB can be used as a cost-effective marker to guide primary prevention LLT and improve population health.

Indexed as

Anticholesteremic AgentsAtherosclerosisBlood Chemical AnalysisCost-Effectiveness AnalysisHydroxymethylglutaryl-CoA Reductase InhibitorsPrimary PreventionAdultAgedAged, 80 and overApolipoproteins BBiomarkersCardiologyCholesterolCholesterol, LDLComputer SimulationEzetimibeAnticholesteremic AgentsApolipoproteins BBiomarkersCholesterolCholesterol, LDLEzetimibeHydroxymethylglutaryl-CoA Reductase Inhibitors

Identifiers

PMID41949879
PMCPMC13063141

What OpenQuestion holds

Texttitle and abstract
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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.