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Peritonitis-free survival in peritoneal dialysis: an update taking competing risks into account
David W Evans1, Jean-Philippe Ryckelynck, Emmanuel Fabre
1Registre de Dialyse Péritonéale de Langue Française, Pontoise, France.
Background:
Peritonitis-free survival is commonly reported in the peritoneal dialysis (PD) literature. The Kaplan-Meier method appears to be the only technique used to date, although it has known limitations for cohorts with multiple outcomes, as in PD. In the presence of these 'competing risks' outcomes, the Kaplan-Meier estimate is interpretable only under restrictive assumptions. In contrast, methods which take competing risks into account provide unbiased estimates of probabilities of outcomes as actually experienced by patients.
Methods:
We analysed peritonitis-free survival in a cohort of 8711 incident patients from the 'Registre de Dialyse Péritonéale de Langue Française' between 1 January 2000 and 31 December 2007 by calculating the cumulative incidence (CI) of the first episode of peritonitis using the Kaplan-Meier method and a method accounting for competing risks. We compared the CI in different patient groups by the log-rank test and a test developed for competing risk data, Gray's test.
Results:
After 5 years of PD, the CI of at least one peritonitis episode was 0.4, and the probability of any outcome was 0.96. The Kaplan-Meier method overestimated the CI by a large amount. Compared with the log-rank test, Gray's test led to different conclusions in three out of seven comparisons.
Conclusions:
The competing risk approach shows that the CI of at least one peritonitis episode was lower than reported by the Kaplan-Meier method but that survival peritonitis-free and still on PD was overall low. The competing risk approach provides estimates which have a clearer interpretation than Kaplan-Meier methods and could be more widely used in PD research.
Insights
The competing risk approach provides more accurate peritonitis-free survival estimates in peritoneal dialysis (PD) patients than the Kaplan-Meier method. This method offers clearer interpretations for PD research, revealing lower peritonitis incidence than previously reported.
Area of Science:
- Nephrology
- Clinical Epidemiology
- Biostatistics
Background:
- Peritonitis-free survival is a key metric in peritoneal dialysis (PD) research.
- Traditional Kaplan-Meier methods have limitations when dealing with competing risks in PD cohorts.
- Competing risk methods offer more accurate outcome probability estimates for patients.
Purpose of the Study:
- To compare peritonitis-free survival estimates using Kaplan-Meier versus competing risk methods.
- To analyze peritonitis incidence in a large cohort of incident PD patients.
- To evaluate the impact of competing risks on interpreting PD outcomes.
Main Methods:
- Analysis of 8711 incident PD patients from the 'Registre de Dialyse Péritonéale de Langue Française' (2000-2007).
- Calculation of cumulative incidence (CI) of peritonitis using Kaplan-Meier and competing risk methods.
- Comparison of CI using log-rank test and Gray's test for competing risk data.
Main Results:
- After 5 years, the CI of peritonitis was 0.4, with a 0.96 probability of any outcome.
- The Kaplan-Meier method significantly overestimated the CI of peritonitis.
- Gray's test yielded different conclusions than the log-rank test in 3 of 7 comparisons.
Conclusions:
- Competing risk analysis reveals a lower CI of peritonitis than Kaplan-Meier estimates.
- Peritonitis-free survival while on PD remains low.
- Competing risk methods provide clearer, more reliable estimates for PD research and clinical interpretation.
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