Nomogram for Estimating Overall Survival in Patients With Metastatic Pancreatic Cancer

Pancreas. 2020 Jul;49(6):744-750. doi: 10.1097/MPA.0000000000001563.

Abstract

Objectives: This analysis investigated nomogram use to evaluate metastatic pancreatic cancer prognosis.

Methods: Thirty-four baseline factors were examined in the Metastatic Pancreatic Adenocarcinoma Clinical Trial (MPACT) (nab-paclitaxel plus gemcitabine vs gemcitabine) data set. Factors significantly (P < 0.1) associated with overall survival (OS) in a univariable model or with known clinical relevance were tested further. In a multivariable model, factors associated with OS (P < 0.1) were selected to generate the primary nomogram, which was internally validated using bootstrapping, a concordance index, and calibration plots.

Results: Using data from 861 patients, 6 factors were retained (multivariable analysis): neutrophil-lymphocyte ratio, albumin level, Karnofsky performance status, sum of longest diameter of target lesions, presence of liver metastases, and previous Whipple procedure. The nomogram distinguished low-, medium-, and high-risk groups (concordance index, 0.67; 95% confidence interval, 0.65-0.69; median OS, 11.7, 8.0, and 3.3 months, respectively).

Conclusions: This nomogram may guide estimates of the range of OS outcomes and contribute to patient stratification in future prospective metastatic pancreatic cancer trials; however, external validation is required to improve estimate reliability and applicability to a general patient population. Caution should be exercised in interpreting these results for treatment decisions: patient characteristics could differ from those included in the nomogram development.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adenocarcinoma / drug therapy*
  • Adenocarcinoma / pathology
  • Antineoplastic Combined Chemotherapy Protocols / therapeutic use*
  • Deoxycytidine / administration & dosage
  • Deoxycytidine / analogs & derivatives
  • Female
  • Gemcitabine
  • Humans
  • Kaplan-Meier Estimate
  • Liver Neoplasms / secondary
  • Male
  • Multivariate Analysis
  • Nomograms
  • Outcome Assessment, Health Care / methods
  • Outcome Assessment, Health Care / statistics & numerical data*
  • Paclitaxel / administration & dosage
  • Pancreatic Neoplasms / drug therapy*
  • Pancreatic Neoplasms / pathology
  • Prognosis
  • Proportional Hazards Models
  • Reproducibility of Results

Substances

  • Deoxycytidine
  • Paclitaxel
  • Gemcitabine