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基于监测、流行病学和最终结果(SEER)数据库的骨转移性前列腺癌患者预后列线图的开发与验证

Development and validation of a SEER-based prognostic nomogram for patients with bone metastatic prostate cancer.

作者信息

Hou Guangdong, Zheng Yu, Wei Di, Li Xi'an, Wang Fuli, Tian Jingyang, Zhang Geng, Yan Fei, Zhu Zheng, Meng Ping, Yuan Jiarui, Gao Ming, Li Zhibin, Zhang Bin, Xing Zibao, Yuan Jianlin

机构信息

Department of Urology, Xijing Hospital, the Air Force Medical University, Xi'an.

Department of Otorhinolaryngology, Hainan Hospital of Chinese PLA General Hospital, Sanya, P.R. China.

出版信息

Medicine (Baltimore). 2019 Sep;98(39):e17197. doi: 10.1097/MD.0000000000017197.

Abstract

Controversies exist between the previous two prognostic nomograms for patients with bone metastatic prostate cancer (PCa), and a nomogram applied to western patients has yet to be established. Thus, we aimed to build a reliable and generic nomogram to individualize prognosis.The independent prognostic factors were identified in a retrospective study of 1556 patients with bone metastatic PCa registered in the Surveillance, Epidemiology and End Results (SEER) database. Besides, the prognostic nomogram was developed using R software according to the result of multivariable Cox regression analysis. Then, the discriminative ability of the nomogram was assessed by analyses of receiver operating characteristic curves (ROC curves). We also performed 1-, 2-, and 3-year calibrations of the nomogram by comparing the predicted survival to the observed survival. Furthermore, the model was externally validated using the data of 711 patients diagnosed at different times enrolled in the SEER database.Age ≥70 years, Gleason score ≥8, PSA value of 201 to 900 ng/ml, stage T4, stage N1, with liver metastases, and Asian/Pacific ethnicity were identified as independent prognostic factors. In the primary cohort, 1-, 2-, and 3-year area under the ROC curve (AUC) of the nomogram for predicting cancer-specific survival (CSS) were 0.71, 0.70, and 0.70, respectively. Besides 1-, 2-, and 3-year AUC were 0.70, 0.68, and 0.69, respectively, in the external validation cohort. Moreover, calibration curves presented perfect agreements between the nomogram-predicted and actual 1-, 2-, and 3-year CSS rate in both the primary and external validation cohorts. In other words, our nomogram has great predictive accuracy and reliability in predicting 1-, 2-, and 3-year CSS for patients with bone metastatic prostate cancer.This study established and validated a prognostic nomogram applied to not only Asian patients but western patients with bone metastatic PCa, which will be useful for patients' counseling and clinical trial designing.

摘要

先前用于骨转移性前列腺癌(PCa)患者的两种预后列线图之间存在争议,且适用于西方患者的列线图尚未建立。因此,我们旨在构建一个可靠且通用的列线图以实现预后个体化。在一项对监测、流行病学和最终结果(SEER)数据库中登记的1556例骨转移性PCa患者的回顾性研究中确定了独立预后因素。此外,根据多变量Cox回归分析结果,使用R软件开发了预后列线图。然后,通过受试者工作特征曲线(ROC曲线)分析评估列线图的判别能力。我们还通过将预测生存率与观察到的生存率进行比较,对列线图进行了1年、2年和3年校准。此外,使用SEER数据库中不同时间诊断的711例患者的数据对该模型进行了外部验证。年龄≥70岁、Gleason评分≥8、PSA值为201至900 ng/ml、T4期、N1期、有肝转移以及亚洲/太平洋种族被确定为独立预后因素。在主要队列中,列线图预测癌症特异性生存(CSS)的1年、2年和3年ROC曲线下面积(AUC)分别为0.71、0.70和0.70。此外,在外部验证队列中,1年、2年和3年AUC分别为0.70、0.68和0.69。此外,校准曲线显示在主要队列和外部验证队列中,列线图预测的与实际的1年、2年和3年CSS率之间具有完美的一致性。换句话说,我们的列线图在预测骨转移性前列腺癌患者的1年、2年和3年CSS方面具有很高的预测准确性和可靠性。本研究建立并验证了一种不仅适用于亚洲患者,也适用于骨转移性PCa西方患者的预后列线图,这将有助于患者咨询和临床试验设计。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3f9d/6775397/53a1b4fbca24/medi-98-e17197-g003.jpg

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