Development and validation of a prognostic nomogram to predict survival in patients with advanced pancreatic cancer receiving second-line palliative chemotherapy

Chih Chung Hsu, Keng Hao Liu, Pei Hung Chang, Ping Tsung Chen, Chia Yen Hung, Shun Wen Hsueh, Kun Yun Yeh, Yen Yang Chen, Chang Hsien Lu, Yu Shin Hung, Wen Chi Chou*

*Corresponding author for this work

Research output: Contribution to journalJournal Article peer-review

12 Scopus citations

Abstract

Background and Aim: Given that a wide variation in tumor response rates and survival times suggests heterogeneity among the patients with advanced pancreatic cancer (APC) who underwent second-line (L2) chemotherapy, it is a challenge in clinical practice to identify patients who will receive the most benefit from L2 treatment. Methods: We selected 183 APC patients who received L2 palliative chemotherapy between 2010 and 2016 from a medical center as the development cohort. A Cox proportional hazard model was used to identify the prognostic factors and construct the nomogram. An independent cohort of 166 patients from three other hospitals was selected for external validation. Results: The nomogram was based on eight independent prognostic factors from the multivariate Cox model: sex, Eastern Cooperative Oncology Group performance status, reason for first-line treatment discontinuation, duration of first-line treatment, neutrophil-to-lymphocyte ratio, tumor stage, body mass index, and serum carbohydrate antigen 19-9 levels at the beginning of L2 treatment. The model exhibited good discrimination ability, with a C-index of 0.733 (95% confidence interval, 0.681–0.785) and 0.724 (95% confidence interval, 0.661–0.787) in the development and validation cohorts, respectively. The calibration plots of the development and validation cohorts showed optimal agreement between model prediction and actual observation in predicting survival probability at 6 months, 1 year, and 2 years. Conclusions: This study developed and externally validated a prognostic model that accurately predicts the survival outcome of APC patients before L2 palliative chemotherapy, which could assist in clinical decision-making, counseling for treatment, and most importantly, prognostic stratification of patients.

Original languageEnglish
Pages (from-to)1694-1703
Number of pages10
JournalJournal of Gastroenterology and Hepatology (Australia)
Volume35
Issue number10
DOIs
StatePublished - 01 10 2020

Bibliographical note

Publisher Copyright:
© 2019 Journal of Gastroenterology and Hepatology Foundation and John Wiley & Sons Australia, Ltd

Keywords

  • Palliative chemotherapy
  • Pancreatic cancer
  • Prognostic model
  • Second line

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