Martin Jacob A, Warner Richard R P, Wisnivesky Juan P, Kim Michelle Kang
Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, One Gustave L Levy Place, New York, NY 10029, USA.
Division of General Internal Medicine, Department of Medicine, Icahn School of Medicine at Mount Sinai, One Gustave L Levy Place, New York, NY 10029, USA.
Eur J Cancer. 2017 May;76:197-204. doi: 10.1016/j.ejca.2017.02.008. Epub 2017 Mar 20.
Current staging criteria for gastroenteropancreatic neuroendocrine neoplasms (GEP-NENs), while useful, have limitations. In this study, we used a population-based registry to evaluate the prognostic utility of the current staging systems and assess whether evidence-based modifications can improve survival predictions.
We identified patients with confirmed GEP-NENs from the Surveillance, Epidemiology and End Results registry. We assigned tumour-node-metastasis status according to American Joint Committee on Cancer and European Neuroendocrine Tumor Society criteria. We derived a revised staging classification using Kaplan-Meier methods and Cox regression to assess disease-specific survival and compared the accuracy of potential models based on the Akaike Information Criterion (AIC) and Harrell's C-index. The revised classification was validated in an independent set.
We identified 10,268 patients with GEP-NENs. We found that multiple stages, as determined by current criteria, misclassified patients' prognosis. In particular, stage IIIB (T1-4N1) had overlapping survival with stage IIIA (T4N0). A revised system which reclassifies N1 disease into different stages based on T status (T1-2N1, T3N1 and T4N1) had an improved AIC (difference = 38) and C-index (0.86) compared to current staging. These revisions improved predictions in patients with both low and high-grade tumours from all primary sites. Results also were confirmed across all primary sites in the validation set.
Current staging guidelines misclassify the prognosis of N1 patients. Our results suggest that a revised system could lead to better prognostication for GEP-NEN patients. Further validation followed by implementation of these revisions may improve treatment selection and design of clinical trials.
胃肠胰神经内分泌肿瘤(GEP-NENs)目前的分期标准虽有用,但存在局限性。在本研究中,我们使用基于人群的登记系统来评估当前分期系统的预后效用,并评估基于证据的修改是否能改善生存预测。
我们从监测、流行病学和最终结果登记系统中识别出确诊为GEP-NENs的患者。我们根据美国癌症联合委员会和欧洲神经内分泌肿瘤学会的标准确定肿瘤-淋巴结-转移状态。我们使用Kaplan-Meier方法和Cox回归得出修订后的分期分类,以评估疾病特异性生存,并根据赤池信息准则(AIC)和Harrell's C指数比较潜在模型的准确性。修订后的分类在独立数据集上进行验证。
我们识别出10268例GEP-NENs患者。我们发现,根据当前标准确定的多个分期对患者预后的分类有误。特别是,IIIB期(T1-4N1)与IIIA期(T4N0)的生存期有重叠。一个基于T状态将N1疾病重新分类为不同分期的修订系统(T1-2N1、T3N1和T4N1)与当前分期相比,AIC有所改善(差异=38),C指数为0.86。这些修订改善了所有原发部位低级别和高级别肿瘤患者的预测。验证集中所有原发部位的结果也得到了证实。
当前的分期指南对N1患者的预后分类有误。我们的结果表明,修订后的系统可能会为GEP-NEN患者带来更好的预后预测。在实施这些修订之前进行进一步验证,可能会改善治疗选择和临床试验设计。