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Fernandez, Soledad

0009-0007-7848-9781

Mayo Clinic

Department of Biomedical Informatics, Ohio State University, Columbus (S.F.).

Citations 3

Variation in Lipid Management for Atherosclerotic Cardiovascular Disease Across US Health Systems
Shah, Nishant , Peterson, Eric D. , Shrader, Peter, Shoji, Satoshi , Freeman, Nikki , Martin, Seth S., Allred, Clint, Fernandez, S. A., Chamberlain, Alanna M., Arnold, Jonathan , Shapiro, Michael D., Priest, Elisa L. , Syed, Mahanaz, Kirchner, H. Lester , Leja, Monika, Kalich, Bethany , Jin, Ran , Navar, Ann Marie, Peterson, Eric D. , Chamberlain, Alanna M. , Arnold, Jonathan , Shah, Nishant P , Martin, Seth S , Fernandez, Soledad , Chamberlain, Alanna M , Shapiro, Michael D , Effron, Mark B , Syed, Mahanaz , Kirchner, H Lester , Kalich, Bethany , Jin, Ran , Wojcik, Cezary , Navar, Ann Marie , Shrader, Peter, Martin, Seth S. , Ahmad, Zahid , Jones, Laney K , Návar, Ann Marie

Circulation: Population Health and Outcomes | February 20, 2026 | Volume: 19 | Issue: 4 | Pages: No page available

10.1161/circoutcomes.125.012622 Get It

BACKGROUND: While health systems have implemented resources to improve lipid management in people with atherosclerotic cardiovascular disease, the population-level effectiveness is unclear. METHODS: Electronic health record data from patients with atherosclerotic cardiovascular disease between January 1, 2021, and December 31, 2023, across 16 US academic health systems were analyzed. Atherosclerotic cardiovascular disease (defined by diagnosis and procedure codes) was established on or before the index date defined as the date of the most recent LDL-C (low-density lipoprotein-cholesterol) or the last day of the study period for those without an LDL-C available. Systems were surveyed to identify lipid management programs (eg, prevention/lipid clinic, electronic health record–based tools, and lipid management algorithms). Sequential multilevel multivariable logistic regression modeling was used to (1) assess the system-level association between an LDL-C <70 mg/dL and the presence of lipid management programs, adjusting for patient-level demographic and clinical characteristics, and (2) whether system-level uptake of statin or nonstatin lipid-lowering therapy was associated with an LDL-C <70 mg/dL. RESULTS: We included 1 738 042 patients with atherosclerotic cardiovascular disease (median, 88 365 per system; range, 17 086–2 48 371). About 81% of the health systems had prevention or lipid clinics. The proportion of those on statins ranged from 31.0% to 60.4% across health systems (median, 46.3%). Lower proportions were observed in the use of high-intensity statins (16.2%–33.1%), nonstatins (2.6%–8.1%), and combination lipid-lowering therapy (1.7%–6.3%). Among those with an LDL-C level available (n=890 521), 42.5% had an LDL-C <70 mg/dL, ranging 35.8% to 49.4% across systems. There was no association between the odds of achieving LDL-C <70 mg/dL and health system lipid management algorithm, prevention clinics/lipid clinics, or electronic health record–based tools. Neither system-level high-intensity statin utilization nor nonstatin use was associated with an LDL-C <70 mg/dL. CONCLUSIONS: Despite variability in lipid management resources and lipid-lowering therapy use across systems, many did not reach an LDL-C <70 mg/dL, and there was low uptake of lipid-lowering therapy. Innovative implementation strategies are needed for system-level lipid management.
Abstract 4145340: Health System Variability in Lipid Management for Patients with Atherosclerotic Cardiovascular Disease: An Analysis from Cv-MOBIUS
Shrader, Peter, Shoji, Satoshi , Fernández, Soledad, Arnold, Jonathan , Allred, Clint, Priest, Elisa L. , Syed, Mahanaz, Kirchner, H. Lester , Leja, Monika, Ahmad, Zahid , Kalich, Bethany , Fernandez, Soledad , Shah, Nishant , Martin, Seth S. , Chamberlain, Alanna M. , Shapiro, Michael D. , Effron, Mark B , Chrischilles, Elizabeth A. , Dhalwani, Nafeesa N , Jones, Laney K , Wojcik, Cezary , Peterson, Eric D. , Návar, Ann Marie

Circulation | November 14, 2024 | Volume: 150 | Issue: Suppl_1 | Pages: No page available

10.1161/circ.150.suppl_1.4145340 Get It

Background: Nationally, many ASCVD patients fail to achieve an LDL-C <70 mg/dL, and uptake of both statin and non-statin therapies is low. The degree to which this varies across health systems is less clear. Methods: A cross sectional analysis was performed where lipid levels and lipid lowering therapies (LLT) were assessed using electronic health record data in patients with a previous diagnosis of ASCVD. The data was obtained across 14 US healthcare systems between 1/1/2021-12/31/2022. Proportions of patients with an active prescription of any statin, high intensity statin, ezetimibe, PCSK9i, and combination therapy (two or more agents) within 395 days of the most recent LDL-C value (index date) was evaluated overall and by participating site. Additionally, the proportion of patients with an LDL-C <70 mg/dL at the index date was also assessed. Results: Across 14 health systems, 1,118,623 patients with ASCVD were identified (median 61,840 per health system, range 8,161-182,315). Overall, 675,776 (60.4%) had an LDL-C level in the past year (range 39.1% - 70.8%). Of those with a lipid level, achievement of LDL-C <70 mg/dL ranged from 34.6-47.2%. In total, 42.6% were on any statin, 20.1% were on a high intensity statin, 4.3% on ezetimibe, and 1.2% on a PCSK9i. Only 2.9% were on combination therapy of a statin with ezetimibe or a PCSK9i. Variability was seen across health systems in utilization of each of these therapies, however even in the highest performing health systems, LLT uptake and achievement of LDL-C < 70mg/dL remained low ( Figure). Conclusion: Variability in utilization of LLT in ASCVD patients between health systems suggests that system-level factors may impact achieving guideline-based LDL-C goals. Despite the variability, the highest proportion of patients achieving an LDL-C <70mg/dL remained under 50% indicating the need for aggressive implementation efforts.