Predicting Survival in Patients with Neuroendocrine Prostate Cancer: A SEER-Based Comprehensive Study.

IF 4 3区 医学 Q1 ANDROLOGY
Tianlong Luo, Jintao Hu, Bisheng Cheng, Peixian Chen, Jianhan Fu, Haitao Zhong, Jinli Han, Hai Huang
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引用次数: 0

Abstract

Purpose: Neuroendocrine prostate cancer (NEPC) represents a particularly aggressive subtype of prostate cancer with a challenging prognosis. The purpose of this investigation is to craft and confirm the reliability of nomograms that can accurately forecast the 1-, 3-, and 5-year overall survival (OS) and cancer-specific survival (CSS) rates for individuals afflicted with NEPC.

Materials and methods: Data pertaining to patients diagnosed with NEPC within the timeframe of 2010 to 2020 was meticulously gathered and examined from the Surveillance, Epidemiology, and End Results Program (SEER). To predict OS and CSS, we devised and authenticated two distinct nomograms, utilizing predictive variables pinpointed through both univariate and multivariate Cox regression analyses.

Results: The study encompassed 393 of NEPC patients, who were systematically divided into training and validation cohorts at a 2:1 ratio. Key prognostic factors were isolated, verified, and integrated into the respective nomograms for OS and CSS. The performance metrics, denoted by C-indices, stood at 0.730, 0.735 for the training set, and 0.784, 0.756 for the validation set. The precision and clinical relevance of the nomograms were further corroborated by the analysis of receiver operating characteristic curves, calibration plots, and decision curve analyses.

Conclusions: The constructed nomograms have demonstrated impressive efficacy in forecasting the 1-, 3-, and 5-year OS and rates for patients with NEPC. Implementing these predictive tools in clinical settings is anticipated to considerably enhance the care and treatment planning for individuals diagnosed with this aggressive form of prostate cancer, thus providing tailored and more precise prognostic assessments.

预测神经内分泌性前列腺癌患者的生存期:基于 SEER 的综合研究。
目的:神经内分泌性前列腺癌(NEPC)是一种侵袭性特别强的前列腺癌亚型,其预后极具挑战性。本研究的目的是制作并确认提名图的可靠性,该提名图可以准确预测NEPC患者的1年、3年和5年总生存率(OS)和癌症特异性生存率(CSS):我们从 "监测、流行病学和最终结果计划"(SEER)中仔细收集并研究了 2010 年至 2020 年期间确诊为 NEPC 患者的相关数据。为了预测OS和CSS,我们设计并验证了两个不同的提名图,利用通过单变量和多变量Cox回归分析确定的预测变量:研究涵盖了393名NEPC患者,他们按2:1的比例被系统地分为训练组和验证组。对关键预后因素进行了分离、验证,并将其整合到各自的OS和CSS提名图中。以 C 指数表示的性能指标分别为:训练集 0.730、0.735,验证集 0.784、0.756。接受者操作特征曲线、校准图和决策曲线分析进一步证实了提名图的精确性和临床相关性:所构建的提名图在预测 NEPC 患者的 1 年、3 年和 5 年生存率和死亡率方面表现出了令人印象深刻的功效。预计在临床环境中使用这些预测工具将大大加强对确诊为这种侵袭性前列腺癌患者的护理和治疗计划,从而提供量身定制的、更精确的预后评估。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
World Journal of Mens Health
World Journal of Mens Health Medicine-Psychiatry and Mental Health
CiteScore
7.60
自引率
2.10%
发文量
92
审稿时长
6 weeks
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