结直肠标志环细胞癌患者条件生存期的个性化预测

Jiani Gu, Lijun Zhang, Yanjin Zhang, Xia Chen, Ting Gu, Jidong Cai, Lifeng Yao, Lihua Yan
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引用次数: 0

摘要

条件生存期(CS)考虑的是手术后已存活的时间,可提供额外的生存信息。我们试图构建并验证新型条件生存提名图,用于预测结直肠标志环细胞癌(SRCC)患者的条件总生存期(OS)和癌症特异性生存期(CSS)。 2010年至2019年期间诊断为I-III期SRCC的患者均来自监测、流行病学和最终结果数据库。CS的计算公式为CS(x|y) = S(x+y)/S(x),其中 S(x) 代表 x 年的生存率。然后构建CS提名图来预测5年条件OS和CSS,并进行内部验证。 本研究最终确定了 944 例结直肠 SRCC 患者。随着生存时间的延长,5年OS和CSS逐渐改善。在训练集中进行的单变量和多变量 Cox 回归分析显示,年龄、种族、T 期、LNR 和神经周围侵犯是 OS 和 CSS 的独立危险因素。根据术后1-4年的生存期,成功构建了两个具有相当预测能力的提名图(OS的AUC:0.788;CSS的AUC:0.847),并对其进行了验证(OS的AUC:0.773;CSS的AUC:0.799),用于预测5年OS和CSS。 结直肠 SRCC 患者获得 5 年 OS 和 5 年 CSS 的概率随着时间的延长而逐渐提高。考虑生存时间的条件提名图在风险分层和术后随访方面更可靠、更有参考价值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Individualized prediction of conditional survival for colorectal signet ring cell carcinoma patients
Conditional survival (CS) considers the time already survived after surgery and may provide additional survival information. We sought to construct and validate novel conditional survival nomograms for the prediction of conditional overall survival (OS) and cancer specific survival (CSS) of colorectal signet ring cell carcinoma (SRCC) patients. Patients diagnosed with stage I-III SRCC between 2010 and 2019 were identified from the Surveillance, Epidemiology, and End Results database. The formula calculating CS was: CS(x|y) = S(x+y)/S(x), where S(x) represents the survival at x years. CS nomograms were then constructed to predict the 5-year conditional OS and CSS, followed by internal validation. A total of 944 colorectal SRCC patients were finally identified in this study. The 5-year OS and CSS improved gradually with additional survival time. Univariate and multivariate Cox regression analysis conducted in training set revealed that age, race, T stage, LNR, and perineural invasion were independent risk factors for both OS and CSS. Two nomograms with considerable predictive ability were successfully constructed (AUC for OS: 0.788; AUC for CSS: 0.847) and validated (AUC for OS: 0.773; AUC for CSS: 0.799) for the prediction of 5-year OS and CSS, based on the duration of1-4 years post-surgery survival. The probability of achieving 5-year OS and 5-year CSS in colorectal SRCC patients improved gradually with additional time. Conditional nomograms considering survival time will be more reliable and informative for risk stratification and postoperative follow-up.
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