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Inverse probability of treatment-weighted competing risks analysis: an application on long-term risk of urinary adverse events after prostate cancer treatments.
- Source :
-
BMC medical research methodology [BMC Med Res Methodol] 2017 Jul 10; Vol. 17 (1), pp. 93. Date of Electronic Publication: 2017 Jul 10. - Publication Year :
- 2017
-
Abstract
- Background: To illustrate the 10-year risks of urinary adverse events (UAEs) among men diagnosed with prostate cancer and treated with different types of therapy, accounting for the competing risk of death.<br />Methods: Prostate cancer is the second most common malignancy among adult males in the United States. Few studies have reported the long-term post-treatment risk of UAEs and those that have, have not appropriately accounted for competing deaths. This paper conducts an inverse probability of treatment (IPT) weighted competing risks analysis to estimate the effects of different prostate cancer treatments on the risk of UAE, using a matched-cohort of prostate cancer/non-cancer control patients from the Surveillance, Epidemiology and End Results (SEER) Medicare database.<br />Results: Study dataset included men age 66 years or older that are 83% white and had a median follow-up time of 4.14 years. Patients that underwent combination radical prostatectomy and external beam radiotherapy experienced the highest risk of UAE (IPT-weighted competing risks: HR 3.65 with 95% CI (3.28, 4.07); 10-yr. cumulative incidence = 36.5%).<br />Conclusions: Findings suggest that IPT-weighted competing risks analysis provides an accurate estimator of the cumulative incidence of UAE taking into account the competing deaths as well as measured confounding bias.
- Subjects :
- Aged
Aged, 80 and over
Cohort Studies
Humans
Incidence
Kaplan-Meier Estimate
Male
Medicare statistics & numerical data
Outcome Assessment, Health Care methods
Outcome Assessment, Health Care statistics & numerical data
Propensity Score
Proportional Hazards Models
Risk Factors
SEER Program statistics & numerical data
United States epidemiology
Urethral Stricture diagnosis
Urethral Stricture epidemiology
Urethral Stricture etiology
Urinary Bladder Neck Obstruction diagnosis
Urinary Bladder Neck Obstruction epidemiology
Urinary Bladder Neck Obstruction etiology
Urologic Diseases diagnosis
Urologic Diseases epidemiology
Prostatectomy adverse effects
Prostatic Neoplasms therapy
Radiotherapy adverse effects
Urologic Diseases etiology
Subjects
Details
- Language :
- English
- ISSN :
- 1471-2288
- Volume :
- 17
- Issue :
- 1
- Database :
- MEDLINE
- Journal :
- BMC medical research methodology
- Publication Type :
- Academic Journal
- Accession number :
- 28693428
- Full Text :
- https://doi.org/10.1186/s12874-017-0367-8