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开发和验证用于预测胰腺腺癌特异性生存的个体化列线图:一项基于 SEER 人群的 5805 例患者分析。

Development and validation of an individualized nomogram for predicting pancreatic adenocarcinoma-specific survival: a SEER population analysis of 5,805 patients.

机构信息

Guangdong Key Laboratory for Research and Development of Natural Drugs, Biomedical Research Institute, Guangdong Medical University, Zhanjiang, China.

出版信息

Eur Rev Med Pharmacol Sci. 2020 Oct;24(20):10483-10495. doi: 10.26355/eurrev_202010_23401.

Abstract

OBJECTIVE

A model to predict the overall survival (OS) of pancreatic adenocarcinoma (PAC) is required in consideration of its inferior prognosis.

PATIENTS AND METHODS

The patients diagnosed with pancreatic cancer between 1975 and 2016 in the Surveillance, Epidemiology, and End Results (SEER) database was used as raw data. A training cohort and a verification cohort were used for internal validation and external validation, respectively. The nomogram model was constructed to predict the OS.

RESULTS

A total of 5,805 patients with PAC from 2010-2015 were analyzed. Most patients were over 65 years old (61.8%), white (81.2%), in stage IIA, IIB (49.0%), and IV (32.4%), less than 50 mm in diameter (80.2%). PAC patients with wide involvement range, no metastasis, and infiltration range more than 300 accounted for 58.2%, 67.6%, 78.2%, respectively. The vast majority of the PAC patients (90.9%) did not receive primary site surgery. Most of the PAC patients (68.1%) received chemotherapy and only 25.8% of PAC patients received radiotherapy. The overall mean survival time, overall median survival time and overall survival rate were 15.1 months, 10.0 months, and 16.7%, respectively.

CONCLUSIONS

Our nomogram that based on age, chemotherapy, grade, Radiation sequence with surgery, Radiation recode, RX Summ-Surg Prim at Site (surgery that removes and/or destroys primary tumor performed as part of the first course of therapy), size, and stage was of well prediction ability.

摘要

目的

由于胰腺腺癌(PAC)预后较差,因此需要建立预测总生存期(OS)的模型。

患者和方法

本研究使用 Surveillance,Epidemiology,and End Results(SEER)数据库中 1975 年至 2016 年间诊断为胰腺癌的患者作为原始数据。使用训练队列和验证队列分别进行内部验证和外部验证。构建列线图模型以预测 OS。

结果

共分析了 2010 年至 2015 年间 5805 例 PAC 患者。大多数患者年龄超过 65 岁(61.8%),为白人(81.2%),处于 IIA 期、IIB 期(49.0%)和 IV 期(32.4%),肿瘤直径小于 50mm 者占 80.2%。PAC 患者广泛浸润、无转移、浸润范围大于 300mm 的比例分别为 58.2%、67.6%、78.2%。绝大多数 PAC 患者(90.9%)未接受原发病灶手术。大多数 PAC 患者(68.1%)接受化疗,仅 25.8%的 PAC 患者接受放疗。PAC 患者的总体平均生存时间、总体中位生存时间和总体生存率分别为 15.1 个月、10.0 个月和 16.7%。

结论

我们的列线图模型基于年龄、化疗、分级、手术与放疗的先后顺序、放疗记录、RX Summ-Surg Prim at Site(作为首次治疗过程一部分而进行的切除和/或破坏原发肿瘤的手术)、肿瘤大小和分期,具有良好的预测能力。

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