Multi-institutional development and external validation of a nomogram to predict recurrence after curative resection of pancreatic neuroendocrine tumors Journal Article


Authors: Pulvirenti, A.; Javed, A. A.; Landoni, L.; Jamieson, N. B.; Chou, J. F.; Miotto, M.; He, J.; Gonen, M.; Pea, A.; Tang, L. H.; Nessi, C.; Cingarlini, S.; D'Angelica, M. I.; Gill, A. J.; Kingham, T. P.; Scarpa, A.; Weiss, M. J.; Balachandran, V. P.; Samra, J. S.; Cameron, J. L.; Jarnagin, W. R.; Salvia, R.; Wolfgang, C. L.; Allen, P. J.; Bassiy, C.
Article Title: Multi-institutional development and external validation of a nomogram to predict recurrence after curative resection of pancreatic neuroendocrine tumors
Abstract: Objective:To develop a nomogram estimating the probability of recurrence free at 5 years after resection for localized grade 1 (G1)/ grade 2 (G2) pancreatic neuroendocrine tumors (PanNETs).Background:Among patients undergoing resection of PanNETs, approximately 17% experience recurrence. It is not established which patients are at risk, with no consensus on optimal follow-up.Method:A multi-institutional database of patients with G1/G2 PanNETs treated at 2 institutions was used to develop a nomogram estimating the rate of freedom from recurrence at 5 years after curative resection. A second cohort of patients from 3 additional institutions was used to validate the nomogram. Prognostic factors were assessed by univariate analysis using Cox regression model. The nomogram was internally validated using bootstrap resampling method and on the external cohort. Performance was assessed by concordance index (c-index) and a calibration curve.Results:The nomogram was constructed using a cohort of 632 patients. Overall, 68% of PanNETs were G1, the median follow-up was 51 months, and we observed 74 recurrences. Variables included in the nomogram were the number of positive nodes, tumor diameter, Ki-67, and vascular/perineural invasion. The model bias-corrected c-index from the internal validation was 0.85, which was higher than European Neuroendocrine Tumors Society/ American Joint Committee on Cancer 8th staging scheme (c-index 0.76, P = <0.001). On the external cohort of 328 patients, the nomogram c-index was 0.84 (95% confidence interval 0.79-0.88).Conclusion:Our externally validated nomogram predicts the probability of recurrence-free survival at 5 years after PanNETs curative resection, with improved accuracy over current staging systems. Estimating individual recurrence risk will guide the development of personalized surveillance programs after surgery. © 2021 Lippincott Williams and Wilkins. All rights reserved.
Keywords: adult; aged; aged, 80 and over; middle aged; survival rate; clinical trial; mortality; pancreatic neoplasms; cancer staging; neoplasm staging; neoplasm recurrence, local; recurrence; pathology; neuroendocrine tumor; nomograms; multicenter study; tumor recurrence; pancreas tumor; predictive value of tests; factual database; databases, factual; nomogram; predictive value; neuroendocrine tumors; surveillance; pancreatic neuroendocrine tumor; pancreatic surgery; very elderly; humans; human; male; female; well-differentiated
Journal Title: Annals of Surgery
Volume: 274
Issue: 6
ISSN: 0003-4932
Publisher: Lippincott Williams & Wilkins  
Date Published: 2021-12-01
Start Page: 1051
End Page: 1057
Language: English
DOI: 10.1097/sla.0000000000003579
PUBMED: 31567347
PROVIDER: scopus
PMCID: PMC8557638
DOI/URL:
Notes: Article -- Export Date: 1 February 2022 -- Source: Scopus
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MSK Authors
  1. Joanne Fu-Lou Chou
    331 Chou
  2. Mithat Gonen
    1029 Gonen
  3. William R Jarnagin
    903 Jarnagin
  4. T Peter Kingham
    609 Kingham
  5. Laura Hong Tang
    447 Tang