Development and validation of cancer-specific survival prediction nomogram for patients with T4 stage colon cancer after surgical resection: a population-based study.

IF 2.5 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY
Yuncan Xing, Sirui Zhu, Liang Zhou, Jiawei Tu, Zheng Wang
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引用次数: 0

Abstract

Purpose: The increasing incidence of colorectal cancer has coincided with a rise in T4 stage colon cancer (CC), yet research on its prognosis remains limited. This study aimed to identify risk factors and develop a nomogram to predict cancer-specific survival (CSS), optimizing treatment strategies for different subgroups.

Methods: Using data from the from the Surveillance, Epidemiology, and End Results (SEER) database, we identified risk factors in T4 stage CC patients and created a nomogram to predict CSS. Patients were divided into low- and high-risk groups, and the nomogram was validated. Propensity score matching was used to evaluate the benefits of various therapies across subgroups.

Results: Independent risk factors, including T stage, N stage, tumor grade, age, and therapy sequence, were identified through Cox regression analyses and incorporated into the nomogram. The nomogram outperformed the American Joint Committee on Cancer (AJCC) 7th staging system, with a Concordance-index of 0.77 in both training and validation sets. The receiver operating characteristic curves showed area under the curve values of 0.81, 0.77, and 0.75 for 1-, 3-, and 5-year CSS, respectively. Calibration plots confirmed strong alignment between predicted and actual outcomes, and decision curve analysis highlighted the nomogram's superior clinical utility. Chemotherapy significantly improved CSS, while radiation did not. Adjuvant therapy was particularly beneficial in high-risk groups.

Conclusion: This study offered a thorough prognostic analysis of T4 stage colon cancer patients and developed nomograms for predicting CSS. Subgroup analyses highlight the potential benefits of various treatment options.

T4期结肠癌手术切除后癌症特异性生存预测图的开发和验证:一项基于人群的研究
目的:结直肠癌发病率的增加与T4期结肠癌(CC)的增加同时发生,但对其预后的研究仍然有限。本研究旨在确定危险因素并制定预测癌症特异性生存(CSS)的nomogram,以优化不同亚组的治疗策略。方法:利用来自监测、流行病学和最终结果(SEER)数据库的数据,我们确定了T4期CC患者的危险因素,并创建了一个nomogram来预测CSS。将患者分为低危组和高危组,并对nomogram进行验证。倾向评分匹配用于评估跨亚组的各种治疗的益处。结果:通过Cox回归分析确定T分期、N分期、肿瘤分级、年龄、治疗顺序等独立危险因素,并纳入nomogram。nomogram优于美国癌症联合委员会(AJCC)第7分期系统,在训练集和验证集的一致性指数均为0.77。1年、3年和5年CSS的受试者工作特征曲线下面积分别为0.81、0.77和0.75。校正图证实了预测结果和实际结果之间的强烈一致性,决策曲线分析强调了nomogram优越的临床实用性。化疗可显著改善CSS,而放疗则无。辅助治疗对高危人群尤其有益。结论:本研究对T4期结肠癌患者的预后进行了全面的分析,并建立了预测CSS的nomographic。亚组分析强调了各种治疗方案的潜在益处。
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
CiteScore
4.90
自引率
3.60%
发文量
206
审稿时长
3-8 weeks
期刊介绍: The International Journal of Colorectal Disease, Clinical and Molecular Gastroenterology and Surgery aims to publish novel and state-of-the-art papers which deal with the physiology and pathophysiology of diseases involving the entire gastrointestinal tract. In addition to original research articles, the following categories will be included: reviews (usually commissioned but may also be submitted), case reports, letters to the editor, and protocols on clinical studies. The journal offers its readers an interdisciplinary forum for clinical science and molecular research related to gastrointestinal disease.
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