{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T16:06:27Z","timestamp":1791389187385,"version":"4.3.3"},"reference-count":25,"publisher":"American Medical Association (AMA)","issue":"17","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["JAMA"],"published-print":{"date-parts":[[2026,5,5]]},"abstract":"<jats:sec id=\"ab-joi260013-4\">\n                    <jats:title>Importance<\/jats:title>\n                    <jats:p>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\u2013high-density lipoprotein cholesterol (non\u2013HDL-C). The cost-effectiveness of LDL-C, non\u2013HDL-C, and apoB goals has not been established.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-joi260013-5\">\n                    <jats:title>Objective<\/jats:title>\n                    <jats:p>To determine the relative cost-effectiveness of intensifying LLT for primary prevention based on LDL-C, non\u2013HDL-C, and apoB goals.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-joi260013-6\">\n                    <jats:title>Design, Setting, and Participants<\/jats:title>\n                    <jats:p>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\u2013HDL-C, or apoB goals. A cohort of 250\u202f000 statin-eligible and atherosclerotic cardiovascular disease\u2013free US adults was constructed from 2005 to 2016 National Health and Nutrition Examination Survey participants (N\u2009=\u20094149). 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.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-joi260013-7\">\n                    <jats:title>Exposures<\/jats:title>\n                    <jats:p>Lipid-lowering therapy was intensified if individuals did not achieve treated LDL-C level less than 100 mg\/dL, non\u2013HDL-C level less than 118 mg\/dL, or apoB level less than 78.7 mg\/dL.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-joi260013-8\">\n                    <jats:title>Main Outcomes and Measures<\/jats:title>\n                    <jats:p>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\u202f000 per QALY gained.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-joi260013-9\">\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>Compared with an LDL-C goal, 965 QALYs (95% uncertainty interval [UI], \u22123551 to 5341 QALYs) would be gained with a non\u2013HDL-C goal, alongside a $2.1 million (95% UI, \u2212$94.2 million to $92.0 million) reduction in costs. Compared with a non\u2013HDL-C goal, 1324 QALYs (95% UI, \u22122602 to 5669 QALYs) would be gained with an apoB goal, alongside a $40.2 million (95% UI, \u2212$43.6 million to $134 million) increase in costs, yielding an incremental cost-effectiveness ratio of $30\u202f300 per QALY gained. At a willingness-to-pay threshold of $120\u202f000 per QALY gained, an apoB goal was optimal in 65% of probabilistic analyses and a non\u2013HDL-C goal was optimal in 25%. The cost of apoB testing was marginal; higher costs reflected longer life expectancy and prolonged preventive treatment.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec id=\"ab-joi260013-10\">\n                    <jats:title>Conclusions and Relevance<\/jats:title>\n                    <jats:p>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.<\/jats:p>\n                  <\/jats:sec>","DOI":"10.1001\/jama.2026.2986","type":"journal-article","created":{"date-parts":[[2026,4,8]],"date-time":"2026-04-08T15:00:32Z","timestamp":1775660432000},"page":"1507","source":"Crossref","is-referenced-by-count":9,"title":["Cost-Effectiveness of ApoB, Non\u2013HDL-C, and LDL-C Goals for Primary Prevention Lipid-Lowering Therapy"],"prefix":"10.1001","volume":"335","author":[{"given":"Samuel","family":"Luebbe","sequence":"first","affiliation":[{"name":"Department of Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Allan D.","family":"Sniderman","sequence":"additional","affiliation":[{"name":"Mike and Valeria Rosenbloom Center for Cardiovascular Prevention, Division of Cardiology, McGill University Health Center, Montreal, Quebec, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Andrew E.","family":"Moran","sequence":"additional","affiliation":[{"name":"Division of General Medicine, Columbia University Irving Medical Center, New York, New York"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"John T.","family":"Wilkins","sequence":"additional","affiliation":[{"name":"Division of Cardiology, Northwestern University Feinberg School of Medicine, Chicago, Illinois"},{"name":"Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ciaran N.","family":"Kohli-Lynch","sequence":"additional","affiliation":[{"name":"Department of Preventive Medicine, Northwestern University Feinberg School of Medicine, Chicago, Illinois"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"10","reference":[{"issue":"4","key":"joi260013r1","doi-asserted-by":"publisher","first-page":"e89","DOI":"10.1161\/CIR.0000000000001258","article-title":"Forecasting the economic burden of cardiovascular disease and stroke in the United States through 2050: a presidential advisory from the American Heart Association.","volume":"150","author":"Kazi","year":"2024","journal-title":"Circulation"},{"key":"joi260013r2","doi-asserted-by":"publisher","first-page":"103","DOI":"10.1016\/j.cca.2020.05.001","article-title":"The clinical utility of apoB versus LDL-C\/non\u2013HDL-C.","volume":"508","author":"Kohli-Lynch","year":"2020","journal-title":"Clin Chim Acta"},{"issue":"25","key":"joi260013r3","doi-asserted-by":"publisher","first-page":"e1082","DOI":"10.1161\/CIR.0000000000000625","article-title":"AHA\/ACC\/AACVPR\/AAPA\/ABC\/ACPM\/ADA\/AGS\/APhA\/ASPC\/NLA\/PCNA guideline on the management of blood cholesterol: a report of the American College of Cardiology\/American Heart Association Task Force on Clinical Practice Guidelines.","volume":"139","author":"Grundy","year":"2019","journal-title":"J Am Coll Cardiol"},{"issue":"1","key":"joi260013r4","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1093\/eurheartj\/ehz455","article-title":"2019 ESC\/EAS guidelines for the management of dyslipidaemias: lipid modification to reduce cardiovascular risk.","volume":"41","author":"Mach","year":"2020","journal-title":"Eur Heart J"},{"issue":"5","key":"joi260013r5","doi-asserted-by":"publisher","first-page":"e647","DOI":"10.1016\/j.jacl.2024.08.013","article-title":"Role of apolipoprotein B in the clinical management of cardiovascular risk in adults: an expert clinical consensus from the National Lipid Association.","volume":"18","author":"Soffer","year":"2024","journal-title":"J Clin Lipidol"},{"issue":"4","key":"joi260013r6","doi-asserted-by":"publisher","first-page":"364","DOI":"10.1001\/jama.2018.20045","article-title":"Association of triglyceride-lowering LPL variants and LDL-C\u2013lowering LDLR variants with risk of coronary heart disease.","volume":"321","author":"Ference","year":"2019","journal-title":"JAMA"},{"issue":"11","key":"joi260013r7","doi-asserted-by":"publisher","first-page":"1439","DOI":"10.1016\/j.jacc.2021.01.027","article-title":"Apolipoprotein B and non-HDL cholesterol better reflect residual risk than LDL cholesterol in statin-treated patients.","volume":"77","author":"Johannesen","year":"2021","journal-title":"J Am Coll Cardiol"},{"issue":"2","key":"joi260013r8","doi-asserted-by":"publisher","DOI":"10.1161\/JAHA.113.000759","article-title":"Relations of change in plasma levels of LDL-C,","volume":"3","author":"Thanassoulis","year":"2014","journal-title":"J Am Heart Assoc"},{"issue":"20","key":"joi260013r9","doi-asserted-by":"publisher","first-page":"1954","DOI":"10.1016\/j.jacc.2021.08.065","article-title":"Cost-effectiveness of lipid-lowering treatments in young adults.","volume":"78","author":"Kohli-Lynch","year":"2021","journal-title":"J Am Coll Cardiol"},{"issue":"10","key":"joi260013r10","doi-asserted-by":"publisher","first-page":"969","DOI":"10.1001\/jamacardio.2019.2851","article-title":"Cost-effectiveness of low-density lipoprotein cholesterol level\u2013guided statin treatment in patients with borderline cardiovascular risk.","volume":"4","author":"Kohli-Lynch","year":"2019","journal-title":"JAMA Cardiol"},{"issue":"1","key":"joi260013r12","doi-asserted-by":"publisher","first-page":"23","DOI":"10.1186\/s12916-021-02204-0","article-title":"Consolidated Health Economic Evaluation Reporting Standards 2022 (CHEERS 2022) statement: updated reporting guidance for health economic evaluations.","volume":"20","author":"Husereau","year":"2022","journal-title":"BMC Med"},{"issue":"11","key":"joi260013r13","doi-asserted-by":"publisher","first-page":"2265","DOI":"10.1093\/aje\/kwy139","article-title":"Harmonization of respiratory data from 9 US population\u2013based cohorts: the NHLBI Pooled Cohorts Study.","volume":"187","author":"Oelsner","year":"2018","journal-title":"Am J Epidemiol"},{"issue":"18","key":"joi260013r15","doi-asserted-by":"publisher","DOI":"10.1161\/JAHA.122.025551","article-title":"Network meta-analysis of randomized trials evaluating the comparative efficacy of lipid-lowering therapies added to maximally tolerated statins for the reduction of low-density lipoprotein cholesterol.","volume":"11","author":"Toth","year":"2022","journal-title":"J Am Heart Assoc"},{"issue":"2","key":"joi260013r16","doi-asserted-by":"publisher","first-page":"482","DOI":"10.1016\/j.atherosclerosis.2015.03.004","article-title":"Variability of the LDL-C lowering response to ezetimibe and ezetimibe + statin therapy in hypercholesterolemic patients.","volume":"240","author":"Descamps","year":"2015","journal-title":"Atherosclerosis"},{"issue":"12","key":"joi260013r17","doi-asserted-by":"publisher","first-page":"1255","DOI":"10.1177\/2047487319871733","article-title":"Association of lowering apolipoprotein B with cardiovascular outcomes across various lipid-lowering therapies: systematic review and meta-analysis of trials.","volume":"27","author":"Khan","year":"2020","journal-title":"Eur J Prev Cardiol"},{"issue":"9753","key":"joi260013r18","doi-asserted-by":"publisher","first-page":"1670","DOI":"10.1016\/S0140-6736(10)61350-5","article-title":"Efficacy and safety of more intensive lowering of LDL cholesterol: a meta-analysis of data from 170,000 participants in 26 randomised trials.","volume":"376","author":"Baigent","year":"2010","journal-title":"Lancet"},{"issue":"10","key":"joi260013r20","doi-asserted-by":"publisher","first-page":"1093","DOI":"10.1001\/jama.2016.12195","article-title":"Recommendations for conduct, methodological practices, and reporting of cost-effectiveness analyses: Second Panel on Cost-Effectiveness in Health and Medicine.","volume":"316","author":"Sanders","year":"2016","journal-title":"JAMA"},{"issue":"18","key":"joi260013r22","doi-asserted-by":"publisher","first-page":"e332","DOI":"10.1161\/CIR.0000000000001377","article-title":"2025 AHA\/ACC statement on cost\/value methodology in clinical practice guidelines (update from 2014 statement): a report of the American College of Cardiology\/American Heart Association Joint Committee on Clinical Practice Guidelines.","volume":"152","author":"Kazi","year":"2025","journal-title":"Circulation"},{"issue":"1","key":"joi260013r23","doi-asserted-by":"publisher","first-page":"154","DOI":"10.1016\/j.atherosclerosis.2014.06.027","article-title":"Clinical- and cost-effectiveness of LDL particle-guided statin therapy: a simulation study.","volume":"236","author":"Folse","year":"2014","journal-title":"Atherosclerosis"},{"issue":"6","key":"joi260013r24","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1038\/s41569-024-01111-0","article-title":"Apolipoprotein B\u2013containing lipoproteins in atherogenesis.","volume":"22","author":"Bor\u00e9n","year":"2025","journal-title":"Nat Rev Cardiol"},{"issue":"20","key":"joi260013r25","doi-asserted-by":"publisher","DOI":"10.1161\/JAHA.118.009778","article-title":"Eradicating the burden of atherosclerotic cardiovascular disease by lowering apolipoprotein B lipoproteins earlier in life.","volume":"7","author":"Robinson","year":"2018","journal-title":"J Am Heart Assoc"},{"key":"joi260013r11","unstructured":"Goff? DC? Jr, Lloyd-Jones? DM, Bennett? G, . 2013 ACC\/AHA guideline on the assessment of cardiovascular risk: a report of the American College of Cardiology\/American Heart Association Task Force on Practice Guidelines. Circulation. Accessed July 10, 2024. https:\/\/www.ahajournals.org\/doi\/10.1161\/01.cir.0000437741.48606.98"},{"key":"joi260013r14","unstructured":"NHANES questionnaires, datasets, and related documentation. Centers for Disease Control and Prevention. Accessed October 1, 2025. https:\/\/wwwn.cdc.gov\/Nchs\/Nhanes\/"},{"key":"joi260013r19","unstructured":"Medical Expenditure Panel Survey. Agency for Healthcare Research and Quality. Accessed July 10, 2024. http:\/\/meps.ahrq.gov\/mepsweb\/"},{"key":"joi260013r21","unstructured":"US Bureau of Labor Statistics Data. Databases, tables and calculators by subject. Accessed February 20, 2026.  https:\/\/data.bls.gov\/timeseries\/CUUR0000SAM?output_view=pct_12mths"}],"container-title":["JAMA"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/jamanetwork.com\/journals\/jama\/articlepdf\/2847303\/jama_luebbe_2026_oi_260013_1777043750.7984.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,5]],"date-time":"2026-05-05T15:00:38Z","timestamp":1777993238000},"score":1,"resource":{"primary":{"URL":"https:\/\/jamanetwork.com\/journals\/jama\/fullarticle\/2847303"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5,5]]},"references-count":25,"journal-issue":{"issue":"17","published-print":{"date-parts":[[2026,5,5]]}},"URL":"https:\/\/doi.org\/10.1001\/jama.2026.2986","relation":{},"ISSN":["0098-7484"],"issn-type":[{"value":"0098-7484","type":"print"}],"subject":[],"published":{"date-parts":[[2026,5,5]]}}}