粘液腺癌和非特异性腺性胆管癌的预后模型:一项基于人群的回顾性研究

Muhammad Salman Azhar, Zi-jian Zhang, Zhong-tao Liu, Yun-peng Huang, Yong-xiang Wang, Hui Zhou, Li Xiong, Yu Wen, Heng Zou
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引用次数: 0

摘要

临床上,胆管癌的诊断和治疗一般因发生部位而异,研究很少考虑不同病理类型的差异。大、中型肝内胆管的胆管癌多为粘液性,而小型胆管的胆管癌则不是;粘液性肝外胆管癌也比粘液性肝内胆管癌更常见。我们从监测、流行病学和最终结果项目数据库中分析了 22509 名患者的数据,其中 22299 名患者被诊断为普通腺性胆管癌,210 名患者被诊断为粘液性胆管癌。根据倾向得分匹配(PSM)分析,对比了两组患者的临床、人口统计学和治疗特征。数据采用 Cox 和 LASSO 回归分析以及 Kaplan-Meier 生存曲线进行分析。最终,我们建立了总生存期(OS)和癌症特异生存期(CSS)相关预后模型,并在测试数据集和外部数据集中进行了验证,还创建了预测这些患者预后的提名图。因此,我们构建了可同时用于粘液性胆管癌和腺性胆管癌的预后模型和提名图。通过比较 9 个独立的关键特征,即年龄、肿瘤大小、原发肿瘤数目、AJCC 分期、分级、淋巴结状态、转移、手术和化疗,计算出每个人的风险评分。年龄、肿瘤大小、原发肿瘤数量、AJCC 分期、分级、淋巴结状态、转移、手术和化疗是粘液性胆管癌和普通胆管癌患者 OS 或 CSS 的独立预后因素。可同时用于粘液性和腺性胆管癌的提名图在胆管癌的临床实践和管理中具有重要意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Prognostic models for mucinous and non-specific adeno cholangiocarcinoma: a population-based retrospective study
Clinically, the diagnosis and treatment of cholangiocarcinoma are generally different according to the location of occurrence, and the studies rarely consider the differences between different pathological types. Cholangiocarcinomas in large- and middle-sized intrahepatic bile ducts are mostly mucinous, while in small sized bile duct are not; mucinous extrahepatic cholangiocarcinomas are also more common than mucinous intrahepatic cholangiocarcinoma. However, it is unclear whether these pathological type differences are related to the prognosis.Data of total 22509 patients was analyzed from Surveillance, Epidemiology, and End Results program database out of which 22299 patients were diagnosed with common adeno cholangiocarcinoma while 210 were diagnosed with mucinous cholangiocarcinoma. Based on the propensity score matching (PSM) analysis, between these two groups’ clinical, demographic, and therapeutic features were contrasted. The data were analyzed using Cox and LASSO regression analysis and Kaplan-Meier survival curves. Ultimately, overall survival (OS) and cancer specific survival (CSS) related prognostic models were established and validated in test and external datasets and nomograms were created to forecast these patients’ prognosis.There was no difference in prognosis between mucinous cholangiocarcinoma and adeno cholangiocarcinoma. Therefore, we constructed prognostic model and nomogram that can be used for mucinous and adeno cholangiocarcinoma at the same time. By comparing the 9 independent key characteristics i.e. Age, tumor size, the number of primary tumors, AJCC stage, Grade, lymph node status, metastasis, surgery and chemotherapy, risk scores were calculated for each individual. By integrating these two pathological types in OS and CSS prognostic models, effective prognosis prediction results could be achieved in multiple datasets (OS: AUC 0.70–0.87; CSS: AUC 0.74–0.89).Age, tumor size, the number of primary tumors, AJCC stage, Grade, lymph node status, metastasis, surgery and chemotherapy are the independent prognostic factors in OS or CSS of the patients with mucinous and ordinary cholangiocarcinoma. Nomogram that can be used for mucinous and adeno cholangiocarcinoma at the same time is of significance in clinical practice and management of cholangiocarcinoma.
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