Abstract
Background: The accurate prognosis for patients with resectable pancreatic adenocarcinomas requires the incorporation of more factors than those included in AJCC TNM system. Methods: We identified 218 patients diagnosed with stage I and II pancreatic adenocarcinoma at NewYork-Presbyterian Hospital/Columbia University Medical Center (1999 to 2009). Tumor and clinical characteristics were retrieved and associations with survival were assessed by univariate Cox analysis. A multivariable model was constructed and a prognostic score was calculated; the prognostic strength of our model was assessed with the concordance index. Results: Our cohort had a median age of 67 years and consisted of 49% men; the median follow-up time was 14.3 months and the 5-year survival 3.6%. Age, tumor differentiation and size, alkaline phosphatase, albumin and CA 19-9 were the independent factors of the final multivariable model; patients were thus classified into low (n = 14, median survival = 53.7 months), intermediate (n = 124, median survival = 19.7 months) and high risk groups (n = 80, median survival = 12.3 months). The prognostic classification of our model remained significant after adjusting for adjuvant chemotherapy and the concordance index was 0.73 compared to 0.59 of the TNM system. Conclusion: Our prognostic model was accurate in stratifying patients by risk and could be incorporated into clinical decisions.
Original language | English (US) |
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Pages (from-to) | 281-291 |
Number of pages | 11 |
Journal | Cancer Informatics |
Volume | 7 |
DOIs | |
State | Published - 2009 |
Externally published | Yes |
Keywords
- Multivariable model
- Pancreatic adenocarcinomas
- Prognosis
- Survival
ASJC Scopus subject areas
- Oncology
- Cancer Research