Clinical Calculator for Predicting Freedom From Recurrence After Resection of Stage I-III Colon Cancer in Patients With Microsatellite Instability.

IF 3.3 Q2 ONCOLOGY JCO Clinical Cancer Informatics Pub Date : 2024-08-01 DOI:10.1200/CCI.23.00233
Ayyuce Begum Bektas, Lynn Hakki, Asama Khan, Maria Widmar, Iris H Wei, Emmanouil Pappou, J Joshua Smith, Garrett M Nash, Philip B Paty, Julio Garcia-Aguilar, Andrea Cercek, Zsofia Stadler, Neil H Segal, Jinru Shia, Mithat Gonen, Martin R Weiser
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Abstract

Purpose: Outcome for patients with nonmetastatic, microsatellite instability (MSI) colon cancer is favorable: however, high-risk cohorts exist. This study was aimed at developing and validating a nomogram model to predict freedom from recurrence (FFR) for patients with resected MSI colon cancer.

Patients and methods: Data from patients who underwent curative resection of stage I, II, or III MSI colon cancer in 2014-2021 (model training cohort, 384 patients, 33 events; median follow-up, 38.8 months) were retrospectively collected from institutional databases. Variables associated with recurrence in multivariable analysis were selected for inclusion in the clinical calculator. The calculator's predictive accuracy was measured with the concordance index and validated using data from patients who underwent treatment for MSI colon cancer in 2007-2013 (validation cohort, 164 patients, eight events; median follow-up, 84.8 months).

Results: T category and number of positive lymph nodes were significantly associated with recurrence in multivariable analysis and were selected for inclusion in the clinical calculator. The calculator's concordance index for FFR in the model training cohort was 0.812 (95% CI, 0.742 to 0.873), compared with 0.759 (95% CI, 0.683 to 0.840) for the staging schema of the eighth edition of the American Joint Committee on Cancer Staging Manual. The concordance index for the validation cohort was 0.744 (95% CI, 0.666 to 0.822), confirming robust predictive accuracy.

Conclusion: Although in general patients with nonmetastatic MSI colon cancer had favorable outcome, patients with advanced T category and multiple metastatic lymph nodes had higher risk of recurrence. The clinical calculator identified patients with MSI colon cancer at high risk for recurrence, and this could inform surveillance strategies. In addition, the model could be used in trial design to identify patients suitable for novel adjuvant therapy.

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用于预测微卫星不稳定性 I-III 期结肠癌患者切除术后复发自由度的临床计算器。
目的:非转移性微卫星不稳定性(MSI)结肠癌患者的预后良好:但也存在高风险人群。本研究旨在开发和验证一个提名图模型,用于预测切除的 MSI 结肠癌患者的复发率(FFR):从机构数据库中回顾性收集了2014-2021年接受根治性切除的I、II或III期MSI结肠癌患者的数据(模型训练队列,384名患者,33个事件;中位随访时间,38.8个月)。多变量分析中与复发相关的变量被选入临床计算器。计算器的预测准确性通过一致性指数进行测量,并利用2007-2013年接受MSI结肠癌治疗的患者数据进行了验证(验证队列,164名患者,8起事件;中位随访时间,84.8个月):结果:在多变量分析中,T类别和阳性淋巴结数量与复发显著相关,并被选入临床计算器。在模型训练队列中,计算器的FFR一致性指数为0.812(95% CI,0.742至0.873),而美国癌症分期联合委员会手册第八版分期方案的一致性指数为0.759(95% CI,0.683至0.840)。验证队列的一致性指数为 0.744(95% CI,0.666 至 0.822),证实了预测的准确性:结论:虽然非转移性MSI结肠癌患者的预后一般较好,但T类晚期和多处转移淋巴结的患者复发风险较高。临床计算器识别出了复发风险较高的 MSI 结肠癌患者,这可以为监测策略提供参考。此外,该模型还可用于试验设计,以确定适合新型辅助疗法的患者。
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来源期刊
CiteScore
6.20
自引率
4.80%
发文量
190
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