Multi-institutional Development and External Validation of a Nomogram to Predict Recurrence After Curative Resection of Pancreatic Neuroendocrine Tumors

被引:41
|
作者
Pulvirenti, Alessandra [1 ,2 ]
Javed, Ammar A. [3 ]
Landoni, Luca [2 ]
Jamieson, Nigel B. [4 ,5 ]
Chou, Joanne F. [6 ]
Miotto, Marco [2 ]
He, Jin [3 ]
Gonen, Mithat [6 ]
Pea, Antonio [2 ]
Tang, Laura H. [7 ]
Nessi, Chiara [2 ]
Cingarlini, Sara [8 ]
D'Angelica, Michael, I [1 ]
Gill, Anthony J. [9 ,10 ]
Kingham, T. Peter [1 ]
Scarpa, Aldo [11 ]
Weiss, Matthew J. [3 ]
Balachandran, Vinod P. [1 ]
Samra, Jaswinder S. [5 ]
Cameron, John L. [3 ]
Jarnagin, William R. [1 ]
Salvia, Roberto [2 ]
Wolfgang, Christopher L. [3 ]
Allen, Peter J. [12 ]
Bassi, Claudio [2 ]
机构
[1] Mem Sloan Kettering Canc Ctr, Dept Surg, 1275 York Ave, New York, NY 10021 USA
[2] Univ & Hosp Trust Verona, Unit Gen & Pancreat Surg, Verona, Italy
[3] Johns Hopkins Univ, Sch Med, Dept Surg, Sol Goldman Pancreat Canc Res Ctr, Baltimore, MD 21205 USA
[4] Glasgow Royal Infirm, Dept Surg, Glasgow, Lanark, Scotland
[5] Royal North Shore Hosp, Dept Surg, Sydney, NSW, Australia
[6] Mem Sloan Kettering Canc Ctr, Dept Epidemiol & Biostat, New York, NY 10021 USA
[7] Mem Sloan Kettering Canc Ctr, Dept Pathol, 1275 York Ave, New York, NY 10021 USA
[8] Univ & Hosp Trust Verona, Dept Oncol, Verona, Italy
[9] Royal North Shore Hosp, Kolling Inst Med Res Royal North Shore Hosp, Canc Diag & Pathol Grp, Sydney, NSW, Australia
[10] Univ Sydney, Sydney Med Sch, Sydney, NSW, Australia
[11] Univ & Hosp Trust Verona, Dept Pathol, Verona, Italy
[12] Duke Univ, Sch Med, Hepatopancreatobiliary Serv, Dept Surg, Durham, NC USA
关键词
nomogram; pancreatic neuroendocrine tumor; pancreatic surgery; recurrence; surveillance; well-differentiated; STRATIFICATION; SURVIVAL; INDEX;
D O I
10.1097/SLA.0000000000003579
中图分类号
R61 [外科手术学];
学科分类号
摘要
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.
引用
收藏
页码:1051 / 1057
页数:7
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