跳到主要导航 跳到搜索 跳到主要内容

Prognostic Nomogram for pancreatic cancer with lung metastasis: A SEER database-based study

  • The First Affiliated Hospital of Xi’an Jiaotong University

科研成果: 期刊稿件文章同行评审

5 引用 (Scopus)

摘要

Objectives:To establish Nomogram to predict the overall survival (OS) rate of pancreatic cancer patients with lung metastasis by utilizing the database of the Surveillance, Epidemiology, and End Results (SEER) Program.Methods:We obtained the data of 363 pancreatic cancer patients with lung metastasis who were diagnosed between 2010 and 2016 from the SEER database. These patients were randomly divided into training (n = 255) and validation (n = 108) cohorts. The Cox proportional hazards regression model was performed to evaluate the prognostic effects of multiple clinicopathologic factors on OS. Significant prognostic factors were combined to build Nomogram. The predictive performance of Nomogram was evaluated via internal (training cohort data) and external validation (validation cohort data) by calculating index of concordance (C-index) and plotting area under curve (AUC) and calibration curves. All data from SEER database have been fully de-identified and may be used without further independent ethics committee approval.Results:In the training cohort, the results of Cox proportional hazards regression model showed that, tumor location, surgery, chemotherapy and other organ of metastasis were significantly associated with the survival prognosis (P < .05). These factors were used to establish Nomogram. The Nomogram showed good accuracy in predicting OS rate, with C-index of 0.727 [95%CI was (0.689, 0.764)] in internal validation and C-index of 0.738 [95%CI was (0.679, 0.796)] in external validation. All calibration curves showed excellent consistency between prediction by Nomogram and actual observation.Conclusion:Novel Nomogram for pancreatic cancer patients with lung metastasis was established to predict OS in our study. It has good prognostic significance. And it could provide the clinicians with more accurate and practical predictive tools which can quickly and accurately assess the patients' survival prognosis individually, and make clinical suggestion for doctors in the follow-up treatment of patients.

源语言英语
页(从-至)28-36
页数9
期刊Journal of Pancreatology
4
1
DOI
出版状态已出版 - 3月 2021
已对外发布

联合国可持续发展目标

此成果有助于实现下列可持续发展目标:

  1. 可持续发展目标 3 - 良好健康与福祉
    可持续发展目标 3 良好健康与福祉

学术指纹

探究 'Prognostic Nomogram for pancreatic cancer with lung metastasis: A SEER database-based study' 的科研主题。它们共同构成独一无二的学术指纹。

引用此