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治疗加权竞争风险的逆概率分析:前列腺癌治疗后泌尿系统不良事件长期风险的应用

Inverse probability of treatment-weighted competing risks analysis: an application on long-term risk of urinary adverse events after prostate cancer treatments.

作者信息

Bolch Charlotte A, Chu Haitao, Jarosek Stephanie, Cole Stephen R, Elliott Sean, Virnig Beth

机构信息

University of Minnesota, Twin Cities Campus, 3 Morrill Hall, 100 Church St. S.E, Minneapolis, MN, 55455, USA.

, Present address: 5055 SW 9th Lane, Gainesville, FL, 32607, USA.

出版信息

BMC Med Res Methodol. 2017 Jul 10;17(1):93. doi: 10.1186/s12874-017-0367-8.

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.

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.

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%).

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.

摘要

背景

为说明诊断为前列腺癌并接受不同类型治疗的男性发生泌尿系统不良事件(UAE)的10年风险,并考虑死亡的竞争风险。

方法

前列腺癌是美国成年男性中第二常见的恶性肿瘤。很少有研究报告UAE的长期治疗后风险,而那些报告过的研究也没有恰当地考虑竞争死亡因素。本文进行了治疗逆概率(IPT)加权竞争风险分析,以评估不同前列腺癌治疗方法对UAE风险的影响,使用了来自监测、流行病学和最终结果(SEER)医疗保险数据库的前列腺癌/非癌对照患者匹配队列。

结果

研究数据集包括66岁及以上的男性,其中83%为白人,中位随访时间为4.14年。接受根治性前列腺切除术和外照射放疗联合治疗的患者发生UAE的风险最高(IPT加权竞争风险:HR 3.65,95%CI(3.28,4.07);10年累积发病率=36.5%)。

结论

研究结果表明,IPT加权竞争风险分析在考虑竞争死亡以及测量的混杂偏倚的情况下,为UAE的累积发病率提供了准确的估计。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f831/5504854/e4d065a14e65/12874_2017_367_Fig1_HTML.jpg

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