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

被引:8
作者
Kim, Hyeong Seok [1 ,2 ]
Song, Wookyeong [3 ]
Choo, Wonho [3 ]
Lee, Sungyoung [4 ]
Han, Youngmin [1 ,2 ]
Bassi, Claudio [5 ]
Salvia, Roberto [5 ]
Marchegiani, Giovanni [5 ]
Wolfgang, Christopher L. [6 ]
He, Jin [6 ]
Blair, Alex B. [6 ]
Kluger, Michael D. [7 ]
Su, Gloria H. [8 ]
Kim, Song Cheol [9 ]
Song, Ki-Byung [9 ]
Yamamoto, Masakazu [10 ]
Hatori, Takashi [10 ,11 ]
Yang, Ching-Yao [12 ,13 ]
Yamaue, Hiroki [14 ]
Hirono, Seiko [14 ]
Satoi, Sohei [15 ]
Fujii, Tsutomu [16 ,17 ]
Hirano, Satoshi [18 ]
Lou, Wenhui [19 ]
Hashimoto, Yasushi [20 ,21 ]
Shimizu, Yasuhiro [22 ]
Del Chiaro, Marco [23 ,24 ]
Valente, Roberto [23 ,25 ]
Lohr, Matthias [26 ,27 ]
Choi, Dong Wook [28 ]
Choi, Seong Ho [28 ]
Heo, Jin Seok [28 ]
Motoi, Fuyuhiko [29 ]
Matsumoto, Ippei [30 ,31 ]
Lee, Woo Jung [32 ]
Kang, Chang Moo [32 ]
Shyr, Yi-Ming [33 ,34 ]
Wang, Shin-E [33 ,34 ]
Han, Ho-Seong [35 ]
Yoon, Yoo-Seok [35 ]
Besselink, Marc G. [36 ]
van Huijgevoort, Nadine C. M. [37 ]
Sho, Masayuki [38 ]
Nagano, Hiroaki [39 ,40 ]
Kim, Sang Geol [41 ]
Honda, Goro [42 ]
Yang, Yinmo [43 ]
Yu, Hee Chul [44 ]
Yang, Jae Do [44 ]
Chung, Jun Chul [45 ]
机构
[1] Seoul Natl Univ, Dept Surg, Coll Med, 101 Daehak Ro, Seoul 110744, South Korea
[2] Seoul Natl Univ, Canc Res Inst, Coll Med, Seoul, South Korea
[3] Seoul Natl Univ, Dept Stat, Coll Nat Sci, Seoul, South Korea
[4] Seoul Natl Univ Hosp, Ctr Precis Med, Seoul, South Korea
[5] Univ Verona Hosp Trust, Pancreas Inst, Dept Gen & Pancreat Surg, Verona, Italy
[6] Johns Hopkins Univ, Sch Med, Dept Surg, Baltimore, MD 21205 USA
[7] Columbia Univ, Coll Phys & Surg, Dept Surg, Div Gastrointestinal & Endocrine Surg, New York, NY USA
[8] Columbia Univ, Dept Pathol & Cell Biol, Med Ctr, New York, NY USA
[9] Univ Ulsan, Asan Med Ctr, Dept Surg, Coll Med, Seoul, South Korea
[10] Tokyo Womens Med Univ, Inst Gastroenterol, Dept Surg, Tokyo, Japan
[11] Int Univ Hlth & Welf, Dept Surg, Mita Hosp, Tokyo, Japan
[12] Natl Taiwan Univ Hosp, Dept Surg, Taipei, Taiwan
[13] Natl Taiwan Hosp, Taipei, Taiwan
[14] Wakayama Med Univ, Sch Med, Dept Surg 2, Wakayama, Japan
[15] Kansai Med Univ, Dept Surg, Osaka, Japan
[16] Nagoya Univ, Dept Gastroenterol Surg Surg 2, Grad Sch Med, Nagoya, Aichi, Japan
[17] Univ Toyama, Acad Assembly, Fac Med, Dept Surg & Sci, Toyama, Japan
[18] Hokkaido Univ, Dept Gastroenterol Surg 2, Fac Med, Sapporo, Hokkaido, Japan
[19] Fudan Univ, Zhongshan Hosp, Dept Pancreat Surg, Shanghai, Peoples R China
[20] Hiroshima Univ, Inst Biomed & Hlth Sci, Dept Surg, Hiroshima, Japan
[21] Hiroshima Mem Hosp, Dept Surg, Hiroshima, Japan
[22] Aichi Canc Ctr Hosp, Gastroenterol Surg, Nagoya, Aichi, Japan
[23] Karolinska Inst, Karolinska Univ Hosp, Dept Clin Sci Intervent & Technol CLINTEC, Div Surg,Ctr Digest Dis,Pancreat Surg Unit, Stockholm, Sweden
[24] Univ Colorado, Dept Surg, Anschutz Med Campus, Denver, CO USA
[25] Sapienza Univ Rome, Digest & Liver Dis Unit, Rome, Italy
[26] Karolinska Univ Hosp, Dept Digest Dis, Stockholm, Sweden
[27] Karolinska Inst, Dept Clin Sci Intervent & Technol CLINTEC, Stockholm, Sweden
[28] Sungkyunkwan Univ, Dept Surg, Sch Med, Seoul, South Korea
[29] Tohoku Univ, Dept Surg, Tohoku, Japan
[30] Kobe Univ, Dept Surg, Grad Sch Med, Kobe, Hyogo, Japan
[31] Kindai Univ, Dept Surg, Fac Med, Osaka, Japan
[32] Yonsei Univ, Severance Hosp, Yonsei Canc Ctr, Pancreaticobiliary Canc Clin,Coll Med, Seoul, South Korea
[33] Taipei Vet Gen Hosp, Dept Surg, Taipei, Taiwan
[34] Natl Yang Ming Univ, Taipei, Taiwan
[35] Seoul Natl Univ, Coll Med, Dept Surg, Bundang Hosp, Seoul, South Korea
[36] Univ Amsterdam, Canc Ctr Amsterdam, Dept Surg, Amsterdam UMC, Amsterdam, Netherlands
[37] Univ Amsterdam, Dept Gastroenterol & Hepatol, Amsterdam UMC, Amsterdam Gastroenterol Endocrinol Metab, Amsterdam, Netherlands
[38] Nara Med Univ, Dept Surg, Nara, Japan
[39] Osaka Univ, Dept Surg, Grad Sch Med, Osaka, Japan
[40] Yamaguchi Univ, Gastroenterol Breast & Endocrine Surg, Yamaguchi, Japan
[41] Kyungpook Natl Univ, Dept Surg, Daegu, South Korea
[42] Tokyo Metropolitan Canc & Infect Dis Ctr Komagome, Dept Surg, Tokyo, Japan
[43] Peking Univ First Hosp, Dept Gen Surg, Beijing, Peoples R China
[44] Jeonbuk Natl Univ, Dept Surg, Med Sch, Jeonju, South Korea
[45] Soonchunhyang Univ, Dept Surg, Asan, South Korea
[46] Tokyo Med Univ, Dept Gastrointestinal & Pediat Surg, Tokyo, Japan
[47] Pusan Natl Univ, Dept Surg, Pusan, South Korea
[48] Sejong Univ, Dept Math & Stat, Seoul, South Korea
关键词
cancer; intraductal papillary mucinous neoplasms of the pancreas; malignancy prediction; nomogram; radiology;
D O I
10.1002/jhbp.962
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
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 .
引用
收藏
页码:133 / 143
页数:11
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