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Simulation of Lipid-Lowering Therapy Intensification in a Population With Atherosclerotic Cardiovascular Disease
Christopher P Cannon1,2, Irfan Khan3, Alexa C Klimchak4
1Baim Institute for Clinical Research, Boston, Massachusetts.
Insights
Intensifying lipid-lowering therapy (LLT) in atherosclerotic cardiovascular disease (ASCVD) patients can achieve low-density lipoprotein cholesterol (LDL-C) goals for most. Only a small percentage of ASCVD patients require PCSK9 inhibitors after oral LLT optimization.
Area of Science:
- Cardiology
- Pharmacology
- Health Services Research
Background:
- Guidelines recommend optimizing statin therapy for atherosclerotic cardiovascular disease (ASCVD).
- Consensus pathways suggest ezetimibe and PCSK9 inhibitors for patients with high LDL-C despite statins.
- Recent trials show cardiovascular event reduction with these agents.
Purpose of the Study:
- To estimate the percentage of ASCVD patients needing a PCSK9 inhibitor after oral lipid-lowering therapy (LLT) intensification.
- To model treatment intensification strategies for managing LDL-C in ASCVD.
Main Methods:
- A simulation study using a US claims database of 105,269 ASCVD patients.
- Monte Carlo simulation with stepwise LLT intensification algorithms (statin uptitration, ezetimibe, PCSK9 inhibitors).
- Sensitivity analyses included evolocumab; efficacy data from published studies.
Main Results:
- In a simulated cohort of 1 million patients, only 25.2% initially achieved LDL-C < 70 mg/dL.
- After LLT intensification, 99.3% achieved LDL-C < 70 mg/dL.
- This included 67.3% on statin monotherapy, 18.7% on statins plus ezetimibe, and 14% requiring PCSK9 inhibitors.
Conclusions:
- Significant gaps exist between ASCVD treatment recommendations and current practice.
- Intensified oral LLT can achieve LDL-C goals in most patients, minimizing the need for PCSK9 inhibitors.
- The model assumes no LLT intolerance and full adherence.
Importance:
In patients with atherosclerotic cardiovascular disease (ASCVD), guidelines recommend optimizing statin treatment, and consensus pathways suggest use of ezetimibe and proprotein convertase subtilisin/kexin type 9 (PCSK9) inhibitors in patients with persistently elevated low-density lipoprotein cholesterol (LDL-C) levels despite use of statins. Recent trials have provided evidence of benefit in reduction of cardiovascular events with these agents.
Objective:
To estimate the percentage of patients with ASCVD who would require a PCSK9 inhibitor when oral lipid-lowering therapy (LLT) is intensified first.
Design, Setting, And Participants:
This simulation model study used a large administrative database of US medical and pharmacy claims to identify a cohort of 105 269 patients with ASCVD enrolled from January 1, 2012, through December 31, 2013, who met the inclusion criteria (database cohort). Patients were sampled with replacement (bootstrapping) to match the US epidemiologic distribution and entered into a Monte Carlo simulation (simulation cohort) that applied stepwise treatment intensification algorithms in those with LDL-C levels of at least 70 mg/dL. All patients not initially receiving a statin were given atorvastatin, 20 mg, and the following LLT intensification steps were applied: uptitration to atorvastatin, 80 mg; add-on ezetimibe therapy; add-on alirocumab therapy, 75 mg (a PCSK9 inhibitor); and uptitration to alirocumab, 150 mg. Sensitivity analyses included evolocumab as a PCSK9 inhibitor. Efficacy was estimated from published studies and incorporated patient-level variation. Data were analyzed from December 2015 to May 2017.
Exposures:
Treatment intensification strategies with LLT.
Main Outcomes And Measures:
Use of LLT among the population with ASCVD and distributions of LDL-C levels under various treatment intensification scenarios.
Results:
Inclusion criteria were met by 105 269 individuals in the database cohort (57.2% male and 42.8% female; mean [SD] age, 65.1 [12.1] years). In the simulation cohort (1 million patients; 54.8% male and 45.2% female; mean [SD] age, 66.4 [12.2] years), before treatment intensification, 51.5% used statin monotherapy and 1.7% used statins plus ezetimibe. Only 25.2% achieved an LDL-C level of less than 70 mg/dL. After treatment intensification, 99.3% could achieve an LDL-C level of less than 70 mg/dL, including 67.3% with statin monotherapy, 18.7% with statins plus ezetimibe, and 14% with add-on PCSK9 inhibitor.
Conclusions And Relevance:
Large gaps exist between recommendations and current practice regarding LLT in the population with ASCVD. In our model that assumes no LLT intolerance and full adherence, intensification of oral LLT could achieve an LDL-C level of less than 70 mg/dL in most patients, with only a modest percentage requiring a PCSK9 inhibitor.
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