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首页> 外文期刊>Trends in Ecology & Evolution >Nomogram for prediction of lymph node metastasis in patients with superficial esophageal squamous cell carcinoma
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Nomogram for prediction of lymph node metastasis in patients with superficial esophageal squamous cell carcinoma

机译:浅析浅表性食管鳞状细胞癌患者淋巴结转移预测的NOMO图

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Background and Aim Knowledge of lymph node metastasis (LNM) status is crucial to determine whether patients with superficial esophageal squamous cell carcinoma (ESCC) can be cured with endoscopic resection alone, without the need for additional esophagectomy. The present study aimed to identify predictive factors and develop a prediction model for LNM in patients with superficial ESCC. Methods Clinicopathologic data from 501 patients with superficial ESCC treated with radical esophagectomy were reviewed. Stepwise logistic regression analysis determined the predictors of LNM. Using these predictors, a nomogram for predicting the risk of LNM was constructed and internally validated using a bootstrap resampling method. Results LNM rates of tumors invading the lamina propria, muscularis mucosa, and SM1 layers were 3.7%, 15.5%, and 40.7%, respectively. Deep tumor invasion depth, moderately or poorly differentiated histology, and lymphovascular invasion were independent predictors of LNM. ESCC with muscularis mucosa and SM1 invasion had odds ratios of 3.635 and 11.834, respectively, compared with that for ESCC confined to the lamina propria. Large tumor size (>2.0 cm) and presence of tumor budding showed borderline significance for LNM prediction. These five variables were incorporated into a nomogram. A constructed nomogram showed good calibration and good discrimination with an area under the receiver-operating characteristic curve (area under the curve [AUC]) of 0.812. After bootstrapping, AUC was 0.811. Conclusions We developed a nomogram that can facilitate individualized prediction of risk of LNM in patients with superficial ESCC. This model can aid in decision-making for the need for additional esophagectomy after endoscopic resection for superficial ESCC.
机译:背景技术淋巴结转移(LNM)状态是至关重要的,以确定浅表食管鳞状细胞癌(ESCC)的患者是否可以单独用内镜切除治愈,而无需额外的食道切除术。本研究旨在识别预测因素,并在肤浅的ESCC患者中为LNM开发一种预测模型。方法综述了501例患有根茎食道切除术治疗的501例肤浅ESCC患者的临床病理数据。逐步逻辑回归分析确定了LNM的预测因子。使用这些预测器,构造了用于预测LNM风险的NOM图,并使用引导重采样方法进行内部验证。结果分别侵入椎相草地馅积,肌肉黏膜和SM1层的肿瘤LNM率分别为3.7%,15.5%和40.7%。深度肿瘤侵袭深度,中度或差异不良的组织学,淋巴血管侵袭是LNM的独立预测因子。与ESCC限制在Lamina Propria限制的ESCC相比,ESCC分别具有3.635和11.834的差异,分别为3.635和11.834。大肿瘤大小(> 2.0cm)和肿瘤芽的存在显示为LNM预测的临界意义。将这五个变量纳入墨迹图。构造的NOM图显示了0.812的接收器操作特性曲线(曲线[AUC]下面积)下的面积校准和良好的识别。自举后,AUC为0.811。结论我们开发了一个墨水图,可以促进肤浅科学患者中LNM风险的个性化预测。该模型可以帮助决策,以便在外观ESCC后内窥镜切除后进行额外的食道切除术。

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