Abstract
Background and Objectives: We examined the association between statin use and hepatocellular carcinoma (HCC) incidence in patients with diabetes using marginal structural models (MSMs) estimated by inverse probability weight (IPW), which adjusts for time-varying confounders that are also mediators, and we compared the results with conventional regression methods. Methods: This retrospective cohort study included 245,122 patients with type 2 diabetes who were new users of lipid-lowering drugs identified using the claims data of a universal health insurance program. Statin exposure was time-updated every three months during the follow-up period. Stabilized IPW was calculated and accounted for chronic liver diseases considering as time-dependent confounders affected by past statin exposure. Results: Over a median follow-up of 5.2 years, 1,694 patients developed HCC. In the conventional regression analysis, the hazard ratio of HCC associated with statin use was 0.88 (95% confidence interval CI: 0.79–0.97) after adjusting for baseline covariates and 0.97 (95% CI: 0.87–1.08) after additionally adjusting for time-varying covariates. The hazard ratio increased to 1.11 (95% CI: 0.94–1.31) using the MSM approach. Conclusion: Statin use was not associated with the risk of developing HCC in patients with diabetes. Our findings highlight the importance of controlling time-varying confounders in observational studies.
| Original language | English |
|---|---|
| Pages (from-to) | 98-105 |
| Number of pages | 8 |
| Journal | Journal of Clinical Epidemiology |
| Volume | 150 |
| DOIs | |
| State | Published - 10 2022 |
| Externally published | Yes |
Bibliographical note
Publisher Copyright:© 2022 Elsevier Inc.
Keywords
- Inverse probability weight
- Marginal structural model
- Mediators
- Retrospective cohort study
- Time-varying confounding
- Type 2 diabetes mellitus