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Proposed Nomogram Predicting the Individual Risk of Malignancy in the Patients With Branch Duct Type Intraductal Papillary Mucinous Neoplasms of the Pancreas

Authors :
Hee Chul Yu
Sun Whe Kim
Hiroki Yamaue
Jun Chul Chung
Woo Jung Lee
Masayuki Sho
Hiroaki Nagano
Yoo-Seok Yoon
Ho-Seong Han
Seung Yeoun Lee
Taesung Park
Ippei Matsumoto
Song Cheol Kim
Selyeong Lee
Takashi Hatori
Yasushi Hashimoto
Masakazu Yamamoto
Ki Byung Song
Yashuhiro Shimizu
Satoshi Hirano
Fuyuhiko Motoi
Jin Seok Heo
Hyung Il Seo
Dong Wook Choi
Seong Ho Choi
Yuichi Nagakawa
Seiko Hirono
Chang Moo Kang
Jin-Young Jang
Tsutomu Fujii
Yongkang Kim
Goro Honda
Sohei Satoi
Sang Geol Kim
Source :
Annals of surgery. 266(6)
Publication Year :
2016

Abstract

This study evaluated individual risks of malignancy and proposed a nomogram for predicting malignancy of branch duct type intraductal papillary mucinous neoplasms (BD-IPMNs) using the large database for IPMN.Although consensus guidelines list several malignancy predicting factors in patients with BD-IPMN, those variables have different predictability and individual quantitative prediction of malignancy risk is limited.Clinicopathological factors predictive of malignancy were retrospectively analyzed in 2525 patients with biopsy proven BD-IPMN at 22 tertiary hospitals in Korea and Japan. The patients with main duct dilatation10 mm and inaccurate information were excluded.The study cohort consisted of 2258 patients. Malignant IPMNs were defined as those with high grade dysplasia and associated invasive carcinoma. Of 2258 patients, 986 (43.7%) had low, 443 (19.6%) had intermediate, 398 (17.6%) had high grade dysplasia, and 431 (19.1%) had invasive carcinoma. To construct and validate the nomogram, patients were randomly allocated into training and validation sets, with fixed ratios of benign and malignant lesions. Multiple logistic regression analysis resulted in five variables (cyst size, duct dilatation, mural nodule, serum CA19-9, and CEA) being selected to construct the nomogram. In the validation set, this nomogram showed excellent discrimination power through a 1000 times bootstrapped calibration test.A nomogram predicting malignancy in patients with BD-IPMN was constructed using a logistic regression model. This nomogram may be useful in identifying patients at risk of malignancy and for selecting optimal treatment methods. The nomogram is freely available at http://statgen.snu.ac.kr/software/nomogramIPMN.

Details

ISSN :
15281140
Volume :
266
Issue :
6
Database :
OpenAIRE
Journal :
Annals of surgery
Accession number :
edsair.doi.dedup.....de1b0dbec42dec7915ac41c28ef27341