Effect of the number of removed lymph nodes on prostate cancer recurrence and survival: evidence from an observational study

被引:3
|
作者
Gigliarano, Chiara [1 ]
Nonis, Alessandro [2 ]
Briganti, Alberto [3 ]
Bonetti, Marco [4 ]
Di Serio, Clelia [2 ]
机构
[1] Univ Insubria, Varese, Italy
[2] Univ Vita Salute San Raffaele, CUSSB, Milan, Italy
[3] Osped San Raffaele, Milan, Italy
[4] Bocconi Univ, Carlo F Dondena Res Ctr, Milan, Italy
来源
BMC BIOINFORMATICS | 2018年 / 19卷
关键词
Prostate cancer; Retrospective study; Doubly-robust estimation; Survival analysis; DOUBLY ROBUST ESTIMATION; PROPENSITY SCORE; RADICAL PROSTATECTOMY; MISSING DATA; LYMPHADENECTOMY; DISSECTION; MODELS; IMPACT; EXTENT; RISK;
D O I
10.1186/s12859-018-2180-8
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
Background: The aim of this article is to analyze the effect on biochemical recurrence and on overall survival of removing an extensive number of pelvic lymph nodes during prostate cancer surgery. The lack of evidence from randomized clinical trials to address this specific question has hampered the ability to determine the true effect of the number of nodes removed. Results: Our analysis is based on a large observational study, and this can lead unadjusted estimates to be very sensitive to confounding bias due to the different prognosis of individuals. We assess the effect of the number of lymph nodes removed by means of an Inverse Probability Weighting adjustment based on a Poisson regression model, and by a Doubly-robust adjustment. Conclusions: Our findings suggest that a large number of nodes removed is associated with a significant improvement in time to biochemical recurrence. However, it appears to have no impact on overall survival.
引用
收藏
页数:14
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