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Using a Markov Model and Real-World Evidence to Identify the Most Cost-Effective Cholesterol Treatment Escalation
Alfredo Mariani1, Syed Mohiuddin2, Patrick Muller2
1Science, Evidence and Analytics Directorate, National Institute for Health and Care Excellence, 2 Redman Place (2nd Floor), London, E20 1JQ, UK. alfredo.mariani@nice.org.uk.
Insights
Escalating lipid therapy for cardiovascular disease (CVD) patients on statins to an LDL-C of 2.0 mmol/L offers the most cost-effective approach for secondary prevention. This strategy supports improved health outcomes and aligns with updated NICE guidelines.
Area of Science:
- Cardiovascular Medicine
- Health Economics
- Pharmacoeconomics
Background:
- Statins reduce cardiovascular disease (CVD) risk, but further interventions are needed for optimal prevention.
- Escalating lipid therapy in CVD patients on statins may improve survival and reduce hospital admissions.
- Cost-effectiveness of different cholesterol treatment thresholds requires evaluation.
Purpose of the Study:
- To determine the most cost-effective cholesterol threshold for escalating lipid therapy in established CVD patients on statins.
- To inform the 2023 update of the NICE guideline on CVD in England.
Main Methods:
- A cohort Markov model was used to assess lifetime costs and quality-adjusted life years (QALYs).
- Model incorporated treatment effects from network meta-analyses, real-world cholesterol data, and CVD event rates.
- Analysis utilized English primary care data (CPRD) linked to hospital admissions (HES) and mortality (ONS).
Main Results:
- An LDL-C threshold of 2.0 mmol/L (non-HDL-C 2.6 mmol/L) was most cost-effective in 38% of simulations, producing greater health benefits.
- At this threshold, 42% of CVD patients would need combination therapy (e.g., ezetimibe) and 19% injectable drugs (e.g., inclisiran).
- Alternative cost-effectiveness thresholds identified: 2.2 mmol/L LDL-C at £20,000/QALY and 1.7 mmol/L LDL-C at £30,000/QALY.
Conclusions:
- Evidence of cost-effectiveness is crucial for cholesterol treatment escalation thresholds.
- Findings support the updated NICE guideline recommending a 2.0 mmol/L LDL-C threshold for secondary CVD prevention.
Background:
Despite the decreased risk of cardiovascular disease (CVD) with statins, there remains an unfulfilled clinical need to prevent CVD events and premature mortality through further cholesterol-modifying interventions. In people with established CVD taking a statin, lipid therapy escalation to reduce low-density lipoprotein cholesterol (LDL-C) or non-high-density lipoprotein cholesterol (non-HDL-C) levels may lower the risk of CVD hospital admissions and improve survival. However, the cost-effectiveness of different cholesterol treatment escalation thresholds is uncertain.
Objective:
This study aimed to identify the most cost-effective cholesterol threshold for escalating lipid therapy in people with established CVD who are taking a statin, to support the 2023 update of the NICE guideline on CVD in England.
Methods:
A cohort Markov model with a yearly cycle length was developed to compare the lifetime costs and quality-adjusted life years (QALYs) of various LDL-C treatment escalation thresholds (0-4.0 mmol/L), using a combination of treatment effects from an original network meta-analysis of randomised controlled trials (RCTs), real-world data for estimating baseline cholesterol levels and CVD event rates from a published meta-analysis of statin RCTs. The model used the following CVD events: ischaemic stroke; transient ischaemic attack; peripheral artery disease; myocardial infarction; unstable angina; coronary revascularisation; and mortality. The model also used evidence-based estimates of resource use and costs, and published quality of life data. Baseline LDL-C levels and CVD hospital admission rates were estimated through a bespoke analysis of the English primary care data from Clinical Practice Research Datalink (CPRD), linked to Hospital Episode Statistics Admitted Patient Care (HES) and Office for National Statistics (ONS) death registrations.
Results:
Data from 590,917 adult individuals (61.7% men) with CVD on a statin in primary care between 1 January 2013 and 28 February 2020 were included in the CPRD-HES-ONS analysis. The most cost-effective threshold for lipid therapy escalation was an LDL-C of 2.2 mmol/L (or equivalent non-HDL-C of 2.9 mmol/L) at NICE's lower cost per QALY of £20,000. An LDL-C of 2.0 mmol/L (or equivalent non-HDL-C of 2.6 mmol/L) was the most cost-effective treatment escalation threshold in a significant proportion (38%) of probabilistic simulations and produced more health. At this threshold, the model predicted that 42% of people with CVD would require combination therapy with ezetimibe while 19% would require an injectable drug such as inclisiran. At NICE's upper cost per QALY of £30,000, the most cost-effective LDL-C treatment escalation threshold was 1.7 mmol/L (or equivalent non-HDL-C of 2.2 mmol/L).
Conclusions:
The results demonstrate the importance of establishing evidence of cost-effectiveness for cholesterol treatment escalation thresholds. The study's findings support the updated NICE guideline recommending a threshold of 2.0 mmol/L LDL-C (or equivalent non-HDL-C of 2.6 mmol/L) for secondary prevention of CVD.
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