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Statins and Risk of Bleeding: An Analysis to Evaluate Possible Bias Due to Prevalent Users and Healthy User Aspects
Insights
Potential bias may skew studies on statins
Area of Science:
- Cardiovascular Medicine
- Pharmacology
- Epidemiology
Background:
- Statins are widely believed to offer protection against various diseases.
- However, the influence of potential bias on studies examining statin benefits requires investigation.
Purpose of the Study:
- To assess the extent to which bias affects studies on the beneficial side effects of statins.
- To determine if the perceived protective effects of statins on bleeding events are reliable.
Main Methods:
- Analysis of 8,188 atrial fibrillation patients initiating anticoagulant therapy.
- Follow-up for bleeding events over 18,105 person-years.
- Stratification of analyses by age, incident statin users, and prevalent statin users.
Main Results:
- Initial analysis suggested a 9% risk reduction for bleeds with statin use (HR=0.91).
- Stratification by age and statin use (incident vs. prevalent) revealed that protective associations disappeared or reversed.
- An exception was observed in patients aged 75 and older, potentially due to the 'healthy user effect'.
Conclusions:
- The apparent protective association of statins against bleeds may be attributed to bias.
- Recommends stratification by age and statin use status (incident/prevalent) in future studies to mitigate overoptimistic risk estimates.
- Highlights the need for careful consideration of confounding factors, such as the 'healthy user effect', in observational studies.
Abstract:
Statins are said to protect against a wide range of diseases. We studied to what extent potential bias influences the results of studies on beneficial side effects of statins. We selected 8,188 atrial fibrillation patients who started treatment with anticoagulants at the Leiden Anticoagulation Clinic in the Netherlands between 2003 and 2009 and experienced 1,683 minor and 451 major bleeds during 18,105 person-years of follow-up. Statins were associated with a risk reduction of 9% for bleeds (hazard ratio = 0.91, 95% confidence interval: 0.82, 1.00). Additionally, analyses were stratified by age, incident users (patients who started statins during follow-up, i.e., an inception cohort), and prevalent statin users (statin users at baseline), as restriction to incident users avoids overoptimistic risk estimates. After stratification, the protective associations disappeared or reversed (range of hazard ratios = 0.99-3.22), except for patients aged 75 years or older. This remaining association could be due to another bias as, according to guidelines, in the elderly, statins should be prescribed only to those with a reasonable life expectancy. This could have resulted in a comparison of fit statin users with less fit nonstatin users (healthy user effect). The apparent protective association of statins on bleeds may be due to bias. We recommend stratification by age and incident and prevalent statin use when studying associations of statins with disease outcomes to avoid overoptimistic risk estimates.
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