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首页> 外文期刊>American Journal of Cancer Research >Development and validation of survival nomograms in colorectal cancer patients with synchronous liver metastases underwent simultaneous surgical treatment of primary and metastatic lesions
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Development and validation of survival nomograms in colorectal cancer patients with synchronous liver metastases underwent simultaneous surgical treatment of primary and metastatic lesions

机译:结直肠癌患者同步肝转移患者生存载体的开发和验证经历了原发性和转移性病变的同时外科治疗

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Colorectal cancer patients with synchronous liver metastases (CRSLM) can be treated by simultaneous surgery, that is the primary tumor and liver metastasis are removed at the same time. However, criteria for simultaneous surgery are underwent continuously modified and expanded. An appropriate selection of adequate candidates for simultaneous surgery is vital to get best benefits. A retrospective study including CRSLM patients underwent simultaneous surgical treatment was conducted. CRSLM patients from SEER database were screened as development set, while CRSLM patients in Harbin (China) were enrolled as validation set. Overall survival (OS) and cancer-specific survival (CSS) were applied as end-point. Variables were screen by LASSO-Cox regression, then Cox regression was applied to construct 1-, 3- and 5-year OS, and CSS nomograms. Nomograms were compared to TMN stage for survival prediction and evaluated by concordance indexes (C-indexes), Time-dependent receiver operating characteristic (ROC) curves, Decision Curve Analysis (DCA). 1347 and 112 CRSLM patients were included in the development set and validation set respectively. Nine factors were found associated with OS and CSS, i.e., Age, Primary Site, Differentiation grade, Histology type, T stage, N stage, Tumor size, Chemotherapy, CEA. Compared to the TNM stage, OS nomogram in development set and validation set got C-indexes values of 0.701 vs 0.641, 0.670 vs 0.557 respectively. Meanwhile, compared to the TNM stage, CSS nomogram in development set and validation set got C-indexes values of 0.704 vs 0.649, 0.677 vs 0.569 respectively. AUC values of the OS and CSS nomograms were higher than the TNM stage, DCA showed the OS and CSS nomograms got more clinical net benefit than the TNM stage, in both the development set and validation set. Our nomograms for predicting survival might be helpful to identify the right CRSLM patients who can get most benefit from simultaneous surgery.
机译:通过同时手术治疗具有同步肝转放酶(CRSLM)的结肠直肠癌患者,即同时除去原发性肿瘤和肝转移。然而,同时手术的标准经过持续修饰和扩展。 An appropriate selection of adequate candidates for simultaneous surgery is vital to get best benefits.进行了一种在内的回顾性研究,包括接受同时手术治疗的CRSLM患者。来自SEER数据库的CRSLM患者被筛选为开发集,而哈尔滨(中国)的CRSLM患者则被称为验证集。总存活(OS)和癌症特异性存活(CSS)作为终点施用。变量通过洛索-COX回归筛选,然后应用COX回归来构建1-,3和5年的OS,以及CSS拓图。将NOMORAPS与用于生存预测的TMN阶段进行比较,并通过一致性索引(C-indexes),时间相关接收器操作特征(ROC)曲线,判定曲线分析(DCA)进行评估。 1347和112患者分别包含在开发集和验证中。发现九种因素与OS和CSS相关,即年龄,原始部位,分化等级,组织学型,T阶段,N阶段,肿瘤大小,化疗,CEA。与TNM阶段相比,开发集和验证集中的OS NOMAROM分别得到了0.701 Vs 0.641,0.670 Vs 0.557的C索引值。同时,与TNM阶段相比,开发集和验证集中的CSS NOM图分别得到了0.704 VS 0.677 VS 0.569的C索引值。操作系统和CSS载体的AUC值高于TNM阶段,DCA显示了OS,CSS NOMARIPS比TNM阶段更加临床净利润,在开发集和验证集中。我们的预测生存的载体可能有助于识别可以从同时手术中获得最大益处的正确CRSLM患者。

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