Cited by 19Lipoproteins and Cardiovascular HealthCancer, Lipids, and MetabolismHealth Promotion and Cardiovascular Prevention

Quantifying Unmet Need in Statin-Treated Hyperlipidemia Patients and the Potential Benefit of Further LDL-C Reduction Through an EHR-Based Retrospective Cohort Study

Open access
Schleyer, Titus, Hui, Siu, Wang, Jane, Zhang, Zuoyi, Knapp, Kristina, Baker, Jarod, Chase, Monica, Boggs, Robert +1 more·2019·Journal of Managed Care & Specialty Pharmacy

Abstract

BACKGROUND: Statins are effective in helping prevent cardiovascular disease (CVD). However, studies suggest that only 20%-64% of patients taking statins achieve reasonable low-density lipoprotein cholesterol (LDL-C) thresholds. On-treatment levels of LDL-C remain a key predictor of residual CVD event risk. OBJECTIVES: To (a) determine how many patients on statins achieved the therapeutic threshold of LDL-C < 100 mg per dL (general cohort) and < 70 mg per dL (secondary prevention cohort, or subcohort, with preexisting CVD); (b) estimate the number of potentially avoidable CVD events if the threshold were reached; and (c) forecast potential cost savings. METHODS: A retrospective, longitudinal cohort study using electronic health record data from the Indiana Network for Patient Care (INPC) was conducted. The INPC provides comprehensive information about patients in Indiana across health care organizations and care settings. Patients were aged > 45 years and seen between January 1, 2012, and October 31, 2016 (ensuring study of contemporary practice), were statin-naive for 12 months before the index date of initiating statin therapy, and had an LDL-C value recorded 6-18 months after the index date. Subsequent to descriptive cohort analysis, the theoretical CVD risk reduction achievable by reaching the threshold was calculated using Framingham Risk Score and Cholesterol Treatment Trialists' Collaboration formulas. Estimated potential cost savings used published first-year costs of CVD events, adjusted for inflation and discounted to the present day. RESULTS: Of the 89,267 patients initiating statins, 30,083 (33.7%) did not achieve the LDL-C threshold (subcohort: 58.1%). In both groups, not achieving the threshold was associated with patients who were female, black, and those who had reduced medication adherence. Higher levels of preventive aspirin use and antihypertensive treatment were associated with threshold achievement. In both cohorts, approximately 64% of patients above the threshold were within 30 mg per dL of the respective threshold. Adherence to statin therapy regimen, judged by a medication possession ratio of ≥ 80%, was 57.4% in the general cohort and 56.7% in the subcohort. Of the patients who adhered to therapy, 23.7% of the general cohort and 50.5% of the subcohort had LDL-C levels that did not meet the threshold. 10-year CVD event risk in the at-or-above threshold group was 22.78% (SD = 17.24%) in the general cohort and 29.56% (SD = 18.19%) in the subcohort. By reducing LDL-C to the threshold, a potential relative risk reduction of 14.8% in the general cohort could avoid 1,173 CVD events over 10 years (subcohort: 15.7% and 454 events). Given first-year inpatient and follow-up costs of $37,300 per CVD event, this risk reduction could save about $1,455 per patient treated to reach the threshold (subcohort: $1,902; 2017 U.S. dollars) over a 10-year period. CONCLUSIONS: Across multiple health care systems in Indiana, between 34% (general cohort) and 58% (secondary prevention cohort) of patients treated with statins did not achieve therapeutic LDL-C thresholds. Based on current CVD event risk and cost projections, such patients seem to be at increased risk and may represent an important and potentially preventable burden on health care costs. DISCLOSURES: Funding support for this study was provided by Merck (Kenilworth, NJ). Chase and Boggs are employed by Merck. Simpson is a consultant to Merck and Pfizer. The other authors have nothing to disclose.

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  • There is a significant unmet medical need for patients with dyslipidaemia to reduce blood lipid levels to prevent the incidence of adverse cardiovascular events.

    “As a consequence, multiple authors have concluded that there is a significant unmet medical need for patients with dyslipidaemia to reduce blood lipid levels to prevent the incidence of adverse cardiovascular events [26–30].”

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References 61 · Cited by 19

Research works printed but not linked: 3

  1. [5]5. The importance of pharmacovigilance -safety monitoring of medicinal products. World Health Organ. 2002;3:9-14. Available at: http://apps.who.int/ medicinedocs/pdf/s4893e/s4893e.pdf. Accessed February 28, 2019.
  2. [10]10. Bourgeois FC, Olson KL, Mandl KD. Patients treated at multiple acute health care facilities. Arch Intern Med. 2010;170(22):1989-95. Available at: https://jamanetwork.com/journals/jamainternalmedicine/fullarticle/776461. Accessed February 28, 2019.
  3. [33]33. Grundy SM, Stone NJ, Bailey AL, et al. 2018 AHA/ACC/AACVPR/ AAPA/ABC/ACPM/ADA/AGS/APhA/ASPC/NLA/PCNA Guideline on the Management of Blood Cholesterol. Circulation. November 10, 2018 [Epub ahead of print]. Available at: https://www.ncbi.nlm.nih.gov/ pubmed/30586774. Accessed March 23, 2019.

Authors
Schleyer, T., Hui, S., Wang, J., Zhang, Z., Knapp, K., Baker, J., Chase, M., Boggs, R., & Simpson, R. J.
Affiliations
  • Regenstrief Institute (US)
  • Merck & Co., Inc., Rahway, NJ, USA (United States) (US)
  • University of North Carolina at Chapel Hill (US)
Venue
Journal of Managed Care & Specialty Pharmacy
Published
2019-05
Volume
25
Issue
5
Pages
544-554
ISSN
  • 2376-0540 (ISSN-L)
  • 2376-1032
OpenAlex
W2942743512
Cited by
19
References
61
Citations by year
2025: 2 · 2024: 2 · 2023: 3 · 2022: 6 · 2021: 4 · 2020: 2
FWCI
2.86
Type
journal article
Language
en
Open access
Locations
  • Journal of Managed Care & Specialty Pharmacy (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
  • IUScholarWorks (Indiana University) (submittedVersion)
Funders
  • Eli Lilly and Company
  • Pfizer
  • Lilly Endowment
  • University of North Carolina at Chapel Hill
  • School of Medicine, Indiana University
Topics
  • Health Sciences › Medicine › Surgery › Lipoproteins and Cardiovascular Health
  • Life Sciences › Biochemistry, Genetics and Molecular Biology › Cancer Research › Cancer, Lipids, and Metabolism
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Health Promotion and Cardiovascular Prevention
Keywords
statins, hyperlipidemia, LDL cholesterol, LDL-C thresholds, unmet needs, cardiovascular disease prevention, secondary prevention, medication adherence, medication possession ratio, aspirin, antihypertensive therapy, cardiovascular risk reduction, cost reduction, electronic health records, racial disparities, sex disparities, Framingham risk score
MeSH terms
Aged, Cardiovascular Diseases, Cost-Benefit Analysis, Dose-Response Relationship, Drug, Female, Health Services Needs and Demand, Humans, Hyperlipidemias, Indiana, Cholesterol, LDL, Longitudinal Studies, Male, Middle Aged, Retrospective Studies, Treatment Outcome, Cost Savings, Health Care Costs, Cost of Illness, Hydroxymethylglutaryl-CoA Reductase Inhibitors

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