Department of Gastroenterology, The Affiliated Hospital of Qingdao University, No. 16, Jiangsu Road, Qingdao, 266000, Shandong Province, China.
Teaching and Research Department, Qingdao Municipal Center for Disease Control and Prevention, Qingdao, Shandong Province, China.
Int J Colorectal Dis. 2024 Nov 28;39(1):191. doi: 10.1007/s00384-024-04760-2.
Endoscopic procedures and surgery are common treatments for early colorectal cancer (CRC). However, only approximately 10% of patients who undergo surgery have lymph node metastases (LNM) detected on postoperative pathology, which often leads to overtreatment. This study aims to comprehensively analyze the risk factors for LNM in early CRC patients, establishing a predictive model to aid in treatment decisions.
This study reviewed the clinicopathologic data of patients with early CRC who underwent surgery from January 2015 to June 2023. Univariate and multivariate logistic regression analyses were employed to identify LNM risk factors. The receiver operating characteristic (ROC) analysis and calibration curves were also constructed to verify the model's discrimination and calibration. A simplified scale was calculated to promote the risk stratification for LNM.
The study analyzed medical records of 375 patients. Of these, 37 (9.9%) cases had LNM. Univariate analysis identified age, nerve invasion, depth of submucosal invasion, histologic grade, LVI, and tumor budding as risk factors. The multivariate analysis confirmed histologic grade (OR, 13.403; 95% CI, 1.415-126.979; P = 0.024), LVI (OR, 6.703; 95% CI, 2.600-17.284; P < 0.001), and tumor budding (OR, 3.090; 95% CI, 1.082-8.820; P = 0.035) as independent predictors. The optimal nomogram, incorporating six risk factors, demonstrated strong predictability with an area under the ROC curve (AUC) of 0.837 (95% CI, 0.762-0.912). A simplified risk assessment scale with a total score of 19 points was developed.
The study developed a nomogram and a simplified risk assessment scale to predict LNM risk, potentially optimizing the management of early CRC patients.
内镜下治疗和手术是治疗早期结直肠癌(CRC)的常用方法。然而,仅有约 10%的术后病理检查发现淋巴结转移(LNM)的患者需要接受手术,这往往导致过度治疗。本研究旨在全面分析早期 CRC 患者发生 LNM 的危险因素,建立预测模型以辅助治疗决策。
本研究回顾性分析了 2015 年 1 月至 2023 年 6 月期间接受手术治疗的早期 CRC 患者的临床病理资料。采用单因素和多因素逻辑回归分析来识别 LNM 的危险因素。还构建了受试者工作特征(ROC)分析和校准曲线来验证模型的判别和校准能力。计算简化评分以促进 LNM 风险分层。
本研究共分析了 375 例患者的病历,其中 37 例(9.9%)患者发生 LNM。单因素分析发现年龄、神经侵犯、黏膜下浸润深度、组织学分级、淋巴管浸润(LVI)和肿瘤芽生是 LNM 的危险因素。多因素分析证实组织学分级(OR,13.403;95%CI,1.415-126.979;P=0.024)、LVI(OR,6.703;95%CI,2.600-17.284;P<0.001)和肿瘤芽生(OR,3.090;95%CI,1.082-8.820;P=0.035)是独立的预测因子。纳入 6 个危险因素的最佳列线图具有很强的预测能力,ROC 曲线下面积(AUC)为 0.837(95%CI,0.762-0.912)。建立了一个总分 19 分的简化风险评估量表。
本研究开发了一个列线图和简化风险评估量表来预测 LNM 风险,可能优化了早期 CRC 患者的管理。