Development of a cancer-specific survival assessment for lymph node-positive colorectal cancer patients treated with adjuvant chemotherapy
Lei Zhang, Shuang Gao, Xiaoyuan Lin, Junjie Hu, Guolin Zhang, Wei Tang, Yubo Hu, Yuanpeng Wang, Liang Chu

TL;DR
This study developed a model to predict cancer-specific survival for colorectal cancer patients with lymph node involvement who received chemotherapy after surgery.
Contribution
LNR is identified as a new independent prognostic factor for lymph node-positive CRC, with a validated nomogram model for survival prediction.
Findings
Age, histologic grade, stage, CEA, nerve invasion, and LNR were identified as independent prognostic factors.
The nomogram model showed high accuracy with AUC values of 0.83–0.85 across training and validation cohorts.
High-risk patients had significantly worse survival outcomes compared to low-risk patients in all datasets.
Abstract
To construct a prognostic model for predicting cancer-specific survival in lymph node-positive colorectal cancer patients treated with adjuvant chemotherapy after surgery. Data were collected from the 2010–2015 SEER database and from CRC patients at the Second Affiliated Hospital of Bengbu Medical University (2017–2023). Lasso regression and random survival forest methods were used to screen ten clinicopathologic features. Cox regression analysis identified independent prognostic factors for CRC. Nomogram plot model was used to predict 1-, 3-, and 5-year survival rates, with its accuracy verified through ROC curves, calibration curves, and decision curve analysis (DCA). The X-tile software differentiated between high and low-risk groups and illustrated survival differences using Kaplan–Meier curves. Age, histologic grade, stage, CEA, nerve invasion, and LNR were independent prognostic…
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Taxonomy
TopicsColorectal Cancer Surgical Treatments · Colorectal Cancer Treatments and Studies · Colorectal and Anal Carcinomas
