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基于索赔数据的前列腺癌特异性合并症指数的外部验证:用于预测前列腺癌男性预期寿命的工具。

External Validation of the Prostate Cancer Specific Comorbidity Index: A Claims Based Tool for the Prediction of Life Expectancy in Men with Prostate Cancer.

机构信息

Division of Urology, Cedars-Sinai Medical Center, Los Angeles, California.

Veterans Affairs Palo Alto Health Care System, Palo Alto, California.

出版信息

J Urol. 2019 Sep;202(3):518-524. doi: 10.1097/JU.0000000000000287. Epub 2019 Aug 8.

Abstract

PURPOSE

Accurate assessment of life expectancy is critical to treatment decision making in men with prostate cancer. We sought to externally validate the PCCI (Prostate Cancer Comorbidity Index) to predict long-term mortality in men with prostate cancer and make it operational using claims data.

MATERIALS AND METHODS

We performed an observational study of 181,009 men with prostate cancer in the Veterans Affairs Health System who were diagnosed from 2000 to 2013. Overall mortality across the PCCI scores was analyzed using Kaplan-Meier and Cox proportional hazards analysis. Discrimination and calibration were measured using the C-index and the mean prediction error, respectively.

RESULTS

Among men with a PCCI score of 0, 1-2, 3-4, 5-6, 7-9 and 10 or greater the 10-year overall mortality rate was 15%, 26%, 36%, 41%, 52% and 69%, respectively. Multivariable Cox analysis showed an increasing hazard of mortality with higher PCCI scores, including 1.22 (95% CI 1.18-1.27), 1.69 (95% CI 1.61-1.76), 2.08 (95% CI 2.00-2.17), 2.88 (95% CI 2.76-3.00) and 4.50 (95% CI 4.32-4.69) for a score of 1 to 2, 3 to 4, 5 to 6, 7 to 9 and 10 or greater, respectively. The C-index to predict overall mortality was 0.773. The mean absolute error to predict 10-year overall mortality was 0.032. Of the men with clinically localized disease, Gleason 6 or less with less than 10-year life expectancy and Gleason 7 or less with life expectancy less than 5 years as defined by the PCCI 3,999 of 12,185 (33%) and 1,038 of 3,930 (26%), respectively, underwent definitive local treatment.

CONCLUSIONS

The PCCI is a claims based, externally validated tool to predict mortality in men with prostate cancer. Integrating the PCCI into clinical pathways may improve prostate cancer management through more accurate assessment of life expectancy.

摘要

目的

准确评估预期寿命对于前列腺癌男性的治疗决策至关重要。我们旨在通过使用索赔数据,对前列腺癌合并症指数(PCCI)进行外部验证,以预测前列腺癌男性的长期死亡率,并使其投入实际应用。

材料和方法

我们对退伍军人事务部医疗系统中 2000 年至 2013 年间诊断出的 181009 名前列腺癌男性进行了一项观察性研究。使用 Kaplan-Meier 和 Cox 比例风险分析评估了整个 PCCI 评分范围内的总死亡率。使用 C 指数和平均预测误差分别衡量了区分度和校准度。

结果

在 PCCI 评分为 0、1-2、3-4、5-6、7-9 和 10 或更高的男性中,10 年总死亡率分别为 15%、26%、36%、41%、52%和 69%。多变量 Cox 分析显示,随着 PCCI 评分的升高,死亡率的风险逐渐增加,分别为 1.22(95%CI 1.18-1.27)、1.69(95%CI 1.61-1.76)、2.08(95%CI 2.00-2.17)、2.88(95%CI 2.76-3.00)和 4.50(95%CI 4.32-4.69)。对于评分 1-2、3-4、5-6、7-9 和 10 或更高的男性,分别为 1 分、2 分、3 分、4 分和 5 分。预测总体死亡率的 C 指数为 0.773。预测 10 年总体死亡率的平均绝对误差为 0.032。在具有临床局限性疾病、Gleason 评分 6 或更低且预期寿命不足 10 年以及 Gleason 评分 7 或更低且预期寿命不足 5 年的男性中,分别有 12185 名(33%)和 3930 名(26%)男性符合 PCCI3 定义的定义性局部治疗标准,即评分 3 分或更高和评分 1 分或更高。

结论

PCCI 是一种基于索赔数据的、经过外部验证的工具,可预测前列腺癌男性的死亡率。将 PCCI 纳入临床路径可能会通过更准确地评估预期寿命来改善前列腺癌的管理。

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