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Development, validation, and comparison of a nomogram based on radiologic findings for predicting malignancy in intraductal papillary mucinous neoplasms of the pancreas: An international multicenter study.

Authors :
Kim HS
Song W
Choo W
Lee S
Han Y
Bassi C
Salvia R
Marchegiani G
Wolfgang CL
He J
Blair AB
Kluger MD
Su GH
Kim SC
Song KB
Yamamoto M
Hatori T
Yang CY
Yamaue H
Hirono S
Satoi S
Fujii T
Hirano S
Lou W
Hashimoto Y
Shimizu Y
Del Chiaro M
Valente R
Lohr M
Choi DW
Choi SH
Heo JS
Motoi F
Matsumoto I
Lee WJ
Kang CM
Shyr YM
Wang SE
Han HS
Yoon YS
Besselink MG
van Huijgevoort NCM
Sho M
Nagano H
Kim SG
Honda G
Yang Y
Yu HC
Yang JD
Chung JC
Nagakawa Y
Seo HI
Lee S
Kim H
Kwon W
Park T
Jang JY
Source :
Journal of hepato-biliary-pancreatic sciences [J Hepatobiliary Pancreat Sci] 2023 Jan; Vol. 30 (1), pp. 133-143. Date of Electronic Publication: 2021 Apr 20.
Publication Year :
2023

Abstract

Background: Although we previously proposed a nomogram to predict malignancy in intraductal papillary mucinous neoplasms (IPMN) and validated it in an external cohort, its application is challenging without data on tumor markers. Moreover, existing nomograms have not been compared. This study aimed to develop a nomogram based on radiologic findings and to compare its performance with previously proposed American and Korean/Japanese nomograms.<br />Methods: We recruited 3708 patients who underwent surgical resection at 31 tertiary institutions in eight countries, and patients with main pancreatic duct >10 mm were excluded. To construct the nomogram, 2606 patients were randomly allocated 1:1 into training and internal validation sets, and area under the receiver operating characteristics curve (AUC) was calculated using 10-fold cross validation by exhaustive search. This nomogram was then validated and compared to the American and Korean/Japanese nomograms using 1102 patients.<br />Results: Among the 2606 patients, 90 had main-duct type, 900 had branch-duct type, and 1616 had mixed-type IPMN. Pathologic results revealed 1628 low-grade dysplasia, 476 high-grade dysplasia, and 502 invasive carcinoma. Location, cyst size, duct dilatation, and mural nodule were selected to construct the nomogram. AUC of this nomogram was higher than the American nomogram (0.691 vs 0.664, P = .014) and comparable with the Korean/Japanese nomogram (0.659 vs 0.653, P = .255).<br />Conclusions: A novel nomogram based on radiologic findings of IPMN is competitive for predicting risk of malignancy. This nomogram would be clinically helpful in circumstances where tumor markers are not available. The nomogram is freely available at http://statgen.snu.ac.kr/software/nomogramIPMN.<br /> (© 2021 Japanese Society of Hepato-Biliary-Pancreatic Surgery.)

Details

Language :
English
ISSN :
1868-6982
Volume :
30
Issue :
1
Database :
MEDLINE
Journal :
Journal of hepato-biliary-pancreatic sciences
Publication Type :
Academic Journal
Accession number :
33811460
Full Text :
https://doi.org/10.1002/jhbp.962