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. (20th April 2021)

• Record Type: Journal Article
• Authors: Kim, Hyeong Seok; Song, Wookyeong; Choo, Wonho; Lee, Sungyoung; Han, Youngmin; Bassi, Claudio; Salvia, Roberto; Marchegiani, Giovanni; Wolfgang, Christopher L.; He, Jin; Blair, Alex B.; Kluger, Michael D.; Su, Gloria H.; Kim, Song Cheol; Song, Ki‐Byung; Yamamoto, Masakazu; Hatori, Takashi; Yang, Ching‐Yao; Yamaue, Hiroki; Hirono, Seiko; Satoi, Sohei; Fujii, Tsutomu; Hirano, Satoshi; Lou, Wenhui; Hashimoto, Yasushi; Shimizu, Yasuhiro; Del Chiaro, Marco; Valente, Roberto; Lohr, Matthias; Choi, Dong Wook; Choi, Seong Ho; Heo, Jin Seok; Motoi, Fuyuhiko; Matsumoto, Ippei; Lee, Woo Jung; Kang, Chang Moo; Shyr, Yi‐Ming; Wang, Shin‐E; Han, Ho‐Seong; Yoon, Yoo‐Seok; Besselink, Marc G.; van Huijgevoort, Nadine C. M.; Sho, Masayuki; Nagano, Hiroaki; Kim, Sang Geol; Honda, Goro; Yang, Yinmo; Yu, Hee Chul; Yang, Jae Do; Chung, Jun Chul; Nagakawa, Yuichi; Seo, Hyung Il; Lee, Seungyeoun; Kim, Hongbeom; Kwon, Wooil; Park, Taesung; Jang, Jin‐Young;
• Is Part Of: Journal of hepato-biliary-pancreatic sciences. Volume 30:Number 1(2023)
• Page Start: 133
• Page End: 143
• Publication Date: 2021-04-20
• Subjects: cancer -- intraductal papillary mucinous neoplasms of the pancreas -- malignancy prediction -- nomogram -- radiology; Liver -- Diseases -- Periodicals; Biliary tract -- Diseases -- Periodicals; Pancreas -- Diseases -- Periodicals; 617.556
• DOI: 10.1002/jhbp.962
• Languages: English
• ISSNs: 1868-6974

Abstract

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. 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. 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). 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 .