2018
DOI: 10.1001/jamaoncol.2017.2752
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Examining Bias in Studies of Statin Treatment and Survival in Patients With Cancer

Abstract: Importance Cancer patients who use statins appear to have a substantially better survival than non-users in observational studies. However, this inverse association between statin use and mortality in cancer patients may be due to selection bias and immortal time bias. Objective We used observational data to emulate a randomized trial of statin initiation that is free of selection bias and immortal time bias. Design We used data on 17,372 cancer patients from the SEER-Medicare 2007-2009 database with compl… Show more

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Cited by 156 publications
(163 citation statements)
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“…These findings are not consistent when compared to patients not diagnosed with diabetes and the results seen for metformin in the meta‐analyses of observational studies have not been replicated in meta‐analyses of randomized controlled trials . The association between metformin and improved cancer risk found in observational studies may be due to selection bias and immortal time bias and a recent large retrospective study not suffering from the mentioned biases were not able to show any association between metformin use and cancer risk . To emulate a randomized controlled trial and to avoid immortal time bias, a study design excluding prevalent users and only investigating post‐diagnostic use as a time‐dependent covariate were chosen.…”
Section: Discussionmentioning
confidence: 90%
See 1 more Smart Citation
“…These findings are not consistent when compared to patients not diagnosed with diabetes and the results seen for metformin in the meta‐analyses of observational studies have not been replicated in meta‐analyses of randomized controlled trials . The association between metformin and improved cancer risk found in observational studies may be due to selection bias and immortal time bias and a recent large retrospective study not suffering from the mentioned biases were not able to show any association between metformin use and cancer risk . To emulate a randomized controlled trial and to avoid immortal time bias, a study design excluding prevalent users and only investigating post‐diagnostic use as a time‐dependent covariate were chosen.…”
Section: Discussionmentioning
confidence: 90%
“…Patients who were diagnosed with diabetes and redeemed prescriptions for antidiabetic medication in the year preceding surgery were excluded in the main analysis. This was done to emulate a randomized trial study design, and only examine incident patients with diabetes and naïve users of antidiabetic medication. Patients who died within 180 days after surgery and patients with metastases at time of surgery or within 180 days after surgery were excluded, as it was not relevant to investigate recurrence in these patients.…”
Section: Methodsmentioning
confidence: 99%
“…studies of statin exposure [6,7]) and has been described in the critical care setting [8,9]. The concept of immortal time bias is illustrated in Fig.…”
Section: Immortal Time Biasmentioning
confidence: 99%
“…Suppose we want to estimate the effect of statins on the mortality of patients with cancer using a healthcare database 1. A direct comparison of long term users, short term users, and non-users would be biased because long term users have, by definition, survived for a long time.…”
Section: Introductionmentioning
confidence: 99%