Department of Oncology, The First Affiliated Hospital of Anhui Medical University, 218 Jixi Road, Hefei, 230022, Anhui Province, China.
Anhui Institute for Cancer Prevention and Control, 218 Jixi Road, Hefei, 230022, Anhui Province, China.
BMC Cancer. 2019 Aug 28;19(1):852. doi: 10.1186/s12885-019-6075-5.
Recently, evidence has emerged that palliative gastrectomy in patients with stage IV gastric cancer may offer some survival benefits. However, the decision whether to perform primary tumor surgery remains challenging for surgeons, and investigations into models that are predictive of prognosis are scarce. Current study aimed to develop and validate prognostic nomograms for patients with metastatic gastric adenocarcinoma treated with palliative gastrectomy.
The development dataset comprised 1186 patients from the Surveillance, Epidemiology, and End Results Program who were diagnosed with metastatic gastric adenocarcinoma in 2004-2011, while the validation dataset included 407 patients diagnosed in 2012-2015. Variables were incorporated into a Cox proportional hazards model to identify independent risk factors for survival. Both pre- and postoperative nomograms for predicting 1- or 2-year survival probabilities were constructed using the development dataset. The concordance index (c-index) and calibration curves were plotted to determine the accuracy of the nomogram models. Finally, the cut-off value of the calculated total scores based on preoperative nomograms was set and validated by comparing survival with contemporary cases without primary tumor surgery.
Age, tumor size, location, grade, T stage, N stage, metastatic site, scope of gastrectomy, number of examined lymph node(s), chemotherapy and radiotherapy were risk factors of survival and were included as variables in the postoperative nomogram; the c-indices of the development and validation datasets were 0.701 (95% confidence interval [CI]: 0.693-0.710) and 0.699 (95% CI: 0.682-0.716), respectively. The preoperative nomogram incorporated age, tumor size, location, grade, depth of invasion, regional lymph node(s) status, and metastatic site. The c-indices for the internal (bootstrap) and external validation sets were 0.629 (95% CI: 0.620-0.639) and 0.607 (95% CI: 0.588-0.626), respectively. Based on the preoperative nomogram, patients with preoperative total score > 28 showed no survival benefit with gastrectomy compared to no primary tumor surgery.
Our survival nomograms for patients with metastatic gastric adenocarcinoma undergoing palliative gastrectomy can assist surgeons in treatment decision-making and prognostication.
最近有证据表明,IV 期胃癌患者行姑息性胃切除术可能带来一定的生存获益。然而,对于外科医生来说,是否进行原发肿瘤手术仍然是一个具有挑战性的决策,而且对于预测预后的模型的研究也很少。本研究旨在为接受姑息性胃切除术的转移性胃腺癌患者建立并验证预后列线图。
开发数据集包括 2004 年至 2011 年期间在美国监测、流行病学和最终结果(SEER)计划中诊断为转移性胃腺癌的 1186 例患者,验证数据集包括 2012 年至 2015 年期间诊断的 407 例患者。将变量纳入 Cox 比例风险模型以确定生存的独立危险因素。使用开发数据集构建预测 1 年或 2 年生存率的术前和术后列线图。绘制一致性指数(c-index)和校准曲线以确定列线图模型的准确性。最后,根据术前列线图计算总评分的截断值,并通过比较无原发肿瘤手术的当代病例的生存情况进行验证。
年龄、肿瘤大小、位置、分级、T 分期、N 分期、转移部位、胃切除术范围、检查的淋巴结数、化疗和放疗是生存的危险因素,并被纳入术后列线图的变量;开发数据集和验证数据集的 c 指数分别为 0.701(95%置信区间[CI]:0.693-0.710)和 0.699(95%CI:0.682-0.716)。术前列线图纳入了年龄、肿瘤大小、位置、分级、浸润深度、区域淋巴结状态和转移部位。内部(自举)和外部验证集的 c 指数分别为 0.629(95%CI:0.620-0.639)和 0.607(95%CI:0.588-0.626)。根据术前列线图,术前总评分>28 的患者与无原发肿瘤手术相比,胃切除术无生存获益。
我们为接受姑息性胃切除术的转移性胃腺癌患者建立的生存列线图可以帮助外科医生做出治疗决策和预测预后。