A model to predict survival following pancreaticoduodenectomy for malignancy based on tumour site, stage and lymph node ratio

HPB (Oxford). 2016 Apr;18(4):332-8. doi: 10.1016/j.hpb.2015.11.008. Epub 2016 Feb 24.

Abstract

Background: Site of tumour origin, lymph node metastases and lymph node ratio (LNR) are identified as important factors determining prognosis in patients undergoing pancreaticoduodenectomy (PD). This study hypothesised that a prognostic index to predict survival could be developed through statistical modelling based on these pathological variables.

Methods: Patients who underwent PD between 2004 and 2013 were included. Univariable and multivariable (Cox regression) analyses were performed to identify predictors of survival, and a prognostic index was derived. The prognostic index was then validated using an external patient cohort.

Results: A total of 567 patients who underwent PD were used as a derivation cohort. Tumour site (p < 0.001), tumour size (p = 0.002), T-stage (p < 0.001), vascular involvement (p = 0.002), number of positive nodes (p < 0.001) and LNR (p < 0.001) were significantly associated with survival in univariable analysis. LNR (p < 0.001), tumour site (p < 0.001), T-stage (p = 0.007) remained significant predictors of survival in multivariable analysis, and were combined to derive a prognostic index. The accuracy of the prognostic index was assessed both on the original cohort, and a validation set of 194 patients from another institutional prospective database. The AUROC scores for predicting the overall survival at 3 years were 0.77 in the derivation cohort and 0.74 in the validation cohort.

Conclusion: The Pancreaticoduodenectomy Prognostic Index is a validated clinico-pathological model based on tumour site, T-stage and LNR to predict long-term survival following PD.

Publication types

  • Validation Study

MeSH terms

  • Aged
  • Area Under Curve
  • Bile Duct Neoplasms / mortality
  • Bile Duct Neoplasms / pathology
  • Bile Duct Neoplasms / surgery*
  • Carcinoma, Pancreatic Ductal / mortality
  • Carcinoma, Pancreatic Ductal / secondary
  • Carcinoma, Pancreatic Ductal / surgery*
  • Cholangiocarcinoma / mortality
  • Cholangiocarcinoma / secondary
  • Cholangiocarcinoma / surgery*
  • Databases, Factual
  • Decision Support Techniques*
  • Duodenal Neoplasms / mortality
  • Duodenal Neoplasms / pathology
  • Duodenal Neoplasms / surgery*
  • Female
  • Humans
  • Kaplan-Meier Estimate
  • Lymph Nodes / pathology*
  • Lymphatic Metastasis
  • Male
  • Middle Aged
  • Multivariate Analysis
  • Neoplasm Staging
  • Pancreatic Neoplasms / mortality
  • Pancreatic Neoplasms / pathology
  • Pancreatic Neoplasms / surgery*
  • Pancreaticoduodenectomy* / adverse effects
  • Pancreaticoduodenectomy* / mortality
  • Predictive Value of Tests
  • Proportional Hazards Models
  • ROC Curve
  • Reproducibility of Results
  • Retrospective Studies
  • Risk Assessment
  • Risk Factors
  • Time Factors
  • Treatment Outcome