International validation and update of the Amsterdam model for prediction of survival after pancreatoduodenectomy for pancreatic cancer

被引:11
|
作者
van Roessel, Stijn [1 ]
Strijker, Marin [1 ]
Steyerberg, Ewout W. [2 ]
Groen, Jesse, V [3 ]
Mieog, J. Sven [3 ]
Groot, Vincent P. [4 ]
He, Jin [4 ]
De Pastena, Matteo [5 ]
Marchegiani, Giovanni [5 ]
Bassi, Claudio [5 ]
Suhool, Amal [6 ]
Jang, Jin-Young [7 ,8 ]
Busch, Olivier R. [1 ]
Halimi, Asif [9 ]
Zarantonello, Laura [9 ]
Koerkamp, Bas Groot [10 ]
Samra, Jaswinder S. [11 ,12 ]
Mittal, Anubhav [11 ,12 ]
Gill, Anthony J. [12 ,13 ]
Bolm, Louisa [14 ]
van Eijck, Casper H. [10 ]
Abu Hilal, Mohammed [6 ]
Del Chiaro, Marco [15 ]
Keck, Tobias [14 ]
Alseidi, Adnan [16 ]
Wolfgang, Christopher L. [4 ]
Malleo, Giuseppe [5 ]
Besselink, Marc G. [1 ]
机构
[1] Univ Amsterdam, Canc Ctr Amsterdam, Dept Surg, Amsterdam UMC, Meibergdreef 9, NL-1105 AZ Amsterdam, Netherlands
[2] Leiden Univ, Dept Biomed Data Sci, Med Ctr, Leiden, Netherlands
[3] Leiden Univ, Dept Surg, Med Ctr, Leiden, Netherlands
[4] Johns Hopkins Univ, Sch Med, Dept Surg, Sol Goldman Pancreat Canc Res Ctr, Baltimore, MD 21205 USA
[5] Univ & Hosp Trust Verona, Pancreas Inst, Dept Surg, Verona, Italy
[6] Univ Hosp Southampton NHS Fdn Trust, Dept Surg, Southampton, Hants, England
[7] Seoul Natl Univ, Dept Surg, Coll Med, Seoul, South Korea
[8] Seoul Natl Univ, Canc Res Inst, Coll Med, Seoul, South Korea
[9] Karolinska Univ Hosp, Karolinska Inst, Div Surg, Pancreat Surg Unit,Ctr Digest Dis, Stockholm, Sweden
[10] Erasmus Univ, Erasmus Med Ctr, Dept Surg, Rotterdam, Netherlands
[11] Royal North Shore Hosp, Dept Surg, St Leonards, NSW, Australia
[12] Univ Sydney, Sydney, NSW, Australia
[13] Kolling Inst Med Res, Canc Diag & Pathol Grp, Sydney, NSW, Australia
[14] Univ Klinikum Schleswig Holstein, Dept Surg, Lubeck, Germany
[15] Univ Colorado, Dept Surg, Div Surg Oncol, Denver Anschutz Med Campus, Aurora, CO USA
[16] Virginia Mason Med Ctr, Sect Hepatopancreatobiliary & Endocrine Surg, Seattle, WA 98101 USA
来源
EJSO | 2020年 / 46卷 / 05期
关键词
Pancreatic cancer; Pancreatoduodenectomy; Survival; Prediction model; Validation; International; ADJUVANT CHEMOTHERAPY; DUCTAL ADENOCARCINOMA; NEOADJUVANT THERAPY; PROGNOSTIC NOMOGRAM; RESECTION; GEMCITABINE; IMPACT;
D O I
10.1016/j.ejso.2019.12.023
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background: The objective of this study was to validate and update the Amsterdam prediction model including tumor grade, lymph node ratio, margin status and adjuvant therapy, for prediction of overall survival (OS) after pancreatoduodenectomy for pancreatic cancer. Methods: We included consecutive patients who underwent pancreatoduodenectomy for pancreatic cancer between 2000 and 2017 at 11 tertiary centers in 8 countries (USA, UK, Germany, Italy, Sweden, the Netherlands, Korea, Australia). Model performance for prediction of OS was evaluated by calibration statistics and Uno's C-statistic for discrimination. Validation followed the TRIPOD statement. Results: Overall, 3081 patients (53% male, median age 66 years) were included with a median OS of 24 months, of whom 38% had N2 disease and 77% received adjuvant chemotherapy. Predictions of 3-year OS were fairly similar to observed OS with a calibration slope of 0.72. Statistical updating of the model resulted in an increase of the C-statistic from 0.63 to 0.65 (95% CI 0.64-0.65), ranging from 0.62 to 0.67 across different countries. The area under the curve for the prediction of 3 -year OS was 0.71 after updating. Median OS was 36, 25 and 15 months for the low, intermediate and high risk group, respectively (P < 0.001). Conclusions: This large international study validated and updated the Amsterdam model for survival prediction after pancreatoduodenectomy for pancreatic cancer. The model incorporates readily available variables with a fairly accurate model performance and robustness across different countries, while novel markers may be added in the future. The risk groups and web-based calculator www pancreascalculaior. corn may facilitate use in daily practice and future trials. (C) 2019 Elsevier Ltd, BASO The Association for Cancer Surgery, and the European Society of Surgical Oncology. All rights reserved.
引用
收藏
页码:796 / 803
页数:8
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