The risk factors of lymph node metastasis in early colorectal cancer: a predictive nomogram and risk assessment.

IF 2.5 3区 医学 Q2 GASTROENTEROLOGY & HEPATOLOGY
Jiahui Xu, Fan Yin, Linlin Ren, Yushuang Xu, Congcong Min, Peng Zhang, Mengyu Cao, Xiaoyu Li, Zibin Tian, Tao Mao
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引用次数: 0

Abstract

Purpose: 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.

Methods: 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.

Results: 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.

Conclusion: The study developed a nomogram and a simplified risk assessment scale to predict LNM risk, potentially optimizing the management of early CRC patients.

早期结直肠癌淋巴结转移的风险因素:预测提名图和风险评估。
目的:内窥镜手术和外科手术是早期结直肠癌(CRC)的常见治疗方法。然而,只有约 10% 的手术患者在术后病理检查中发现淋巴结转移(LNM),这往往导致过度治疗。本研究旨在全面分析早期 CRC 患者淋巴结转移的风险因素,建立一个预测模型来帮助治疗决策:本研究回顾了 2015 年 1 月至 2023 年 6 月期间接受手术的早期 CRC 患者的临床病理学数据。采用单变量和多变量逻辑回归分析来确定LNM风险因素。同时还构建了接收者操作特征(ROC)分析和校准曲线,以验证模型的区分度和校准性。研究还计算了一个简化量表,以促进对 LNM 的风险分层:研究分析了 375 名患者的病历。结果:研究分析了 375 例患者的病历,其中 37 例(9.9%)患有 LNM。单变量分析确定年龄、神经侵犯、粘膜下侵犯深度、组织学分级、LVI和肿瘤出芽为风险因素。多变量分析确认了组织学分级(OR,13.403;95% CI,1.415-126.979;P = 0.024)、LVI(OR,6.703;95% CI,2.600-17.284;P 结论:多变量分析确认了LNM的风险因素:该研究制定了预测 LNM 风险的提名图和简化风险评估量表,有望优化早期 CRC 患者的管理。
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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