Skip to main content
Top
Published in: World Journal of Surgery 12/2010

01-12-2010

A Nomogram for Predicting the Probability of Carcinoma in Patients with Intraductal Papillary-Mucinous Neoplasm

Authors: Yasuhiro Shimizu, Yukihide Kanemitsu, Tsuyoshi Sano, Yoshiki Senda, Nobumasa Mizuno, Kenji Yamao

Published in: World Journal of Surgery | Issue 12/2010

Login to get access

Abstract

Background

The objective of the present study was to use clinical and laboratory data to develop a model for predicting the presence of carcinoma in patients with intraductal papillary mucinous neoplasm (IPMN).

Methods

Data were collected on 81 patients with IPMN who underwent a pancreatic resection between 1989 and 2008 at Aichi Cancer Center Hospital. Variables analyzed included age, gender, laboratory findings (serum amylase, carcinoembryonic antigen, and carbohydrate antigen 19-9 level), pancreatic juice cytology grade, and imaging studies. Factors associated with the presence of carcinoma were evaluated by univariate and multivariate logistic regression analysis.

Results

Among the 81 patients with IPMN, 34 (42%) had malignant tumors (noninvasive carcinoma in 22 and invasive carcinoma in 12), and 47 (58%) had adenoma. On multivariate analysis, existing carcinoma was associated with female gender, main pancreatic duct IPMN, nodule size, and pancreatic juice cytology grade. Based on these variables, a predictive nomogram was developed. The area under the receiver operating characteristic curve (AUC) for the model was 0.903. The sensitivity and specificity of the model were 97.1 and 68.1%, respectively, in the validation study, for which the predictive probability of >10% was used to indicate the presence of carcinoma.

Conclusions

The nomogram has high diagnostic predictability for carcinoma in patients with IPMN and for individual cancer probability. This instrument may help to identify patients who need a surgical procedure.
Literature
1.
go back to reference Ohashi K, Murakami Y, Maruyama M et al (1982) Four cases of mucous secreting pancreatic cancer. Prog Diag Endosc 20:348–351 Ohashi K, Murakami Y, Maruyama M et al (1982) Four cases of mucous secreting pancreatic cancer. Prog Diag Endosc 20:348–351
2.
go back to reference Kloppel G, Solcia E, Longnecker DS et al (1996) World Health Organization international histological typing of tumors of the exocrine pancreas. Springer, Berlin, pp 1–61 Kloppel G, Solcia E, Longnecker DS et al (1996) World Health Organization international histological typing of tumors of the exocrine pancreas. Springer, Berlin, pp 1–61
3.
go back to reference Longnecker DS, Adler G, Hruban RH et al (2000) Intraductal papillary-mucinous neoplasms of the pancreas. In: Hamilton SR, Aaltonen LA (eds) World Health Organization classification of tumors. Pathology and genetics of tumors of the digestive system. IARC Press, Lyon, pp 237–241 Longnecker DS, Adler G, Hruban RH et al (2000) Intraductal papillary-mucinous neoplasms of the pancreas. In: Hamilton SR, Aaltonen LA (eds) World Health Organization classification of tumors. Pathology and genetics of tumors of the digestive system. IARC Press, Lyon, pp 237–241
4.
go back to reference Tanaka M, Kobayashi K, Mizumoto K et al (2005) Clinical aspects of intraductal papillary mucinous neoplasm of the pancreas. J Gastroenterol 40:669–675CrossRefPubMed Tanaka M, Kobayashi K, Mizumoto K et al (2005) Clinical aspects of intraductal papillary mucinous neoplasm of the pancreas. J Gastroenterol 40:669–675CrossRefPubMed
5.
go back to reference Kim SC, Park KT, Lee YJ et al (2008) Intraductal papillary mucinous neoplasm of the pancreas: clinical characteristics and treatment outcomes of 118 consecutive patients from a single center. J Hepatobiliary Pancreat Surg 15:183–188CrossRefPubMed Kim SC, Park KT, Lee YJ et al (2008) Intraductal papillary mucinous neoplasm of the pancreas: clinical characteristics and treatment outcomes of 118 consecutive patients from a single center. J Hepatobiliary Pancreat Surg 15:183–188CrossRefPubMed
6.
go back to reference Doi R, Fujimoto K, Wada M et al (2002) Surgical management of intraductal papillary mucinous tumor of the pancreas. Surgery 132:80–85CrossRefPubMed Doi R, Fujimoto K, Wada M et al (2002) Surgical management of intraductal papillary mucinous tumor of the pancreas. Surgery 132:80–85CrossRefPubMed
7.
go back to reference Sohn TA, Yeo CJ, Cameron JL et al (2004) Intraductal papillary mucinous neoplasms of the pancreas: an updated experience. Ann Surg 239:788–797 (discussion 797–799)CrossRefPubMed Sohn TA, Yeo CJ, Cameron JL et al (2004) Intraductal papillary mucinous neoplasms of the pancreas: an updated experience. Ann Surg 239:788–797 (discussion 797–799)CrossRefPubMed
8.
go back to reference Wada K, Kozarek RA, Traverso LW (2005) Outcomes following resection of invasive and noninvasive intraductal papillary mucinous neoplasms of the pancreas. Am J Surg 189:632–636 (discussion 637)CrossRefPubMed Wada K, Kozarek RA, Traverso LW (2005) Outcomes following resection of invasive and noninvasive intraductal papillary mucinous neoplasms of the pancreas. Am J Surg 189:632–636 (discussion 637)CrossRefPubMed
9.
go back to reference Yamaguchi K, Nakamura M, Shirahane K et al (2005) Pancreatic juice cytology in IPMN of the pancreas. Pancreatology 5:416–421 (discussion 421)CrossRefPubMed Yamaguchi K, Nakamura M, Shirahane K et al (2005) Pancreatic juice cytology in IPMN of the pancreas. Pancreatology 5:416–421 (discussion 421)CrossRefPubMed
10.
go back to reference Hanley JA, McNeil BJ (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143:29–36PubMed Hanley JA, McNeil BJ (1982) The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology 143:29–36PubMed
11.
go back to reference Harrell FE Jr, Califf RM, Pryor DB et al (1982) Evaluating the yield of medical tests. JAMA 247:2543–2546CrossRefPubMed Harrell FE Jr, Califf RM, Pryor DB et al (1982) Evaluating the yield of medical tests. JAMA 247:2543–2546CrossRefPubMed
12.
go back to reference Tanaka M, Chari S, Adsay V et al (2006) International consensus guidelines for management of intraductal papillary mucinous neoplasms and mucinous cystic neoplasms of the pancreas. Pancreatology 6:17–32CrossRefPubMed Tanaka M, Chari S, Adsay V et al (2006) International consensus guidelines for management of intraductal papillary mucinous neoplasms and mucinous cystic neoplasms of the pancreas. Pancreatology 6:17–32CrossRefPubMed
13.
go back to reference Harrell FE (2001) Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis. Springer-Verlag, New York Harrell FE (2001) Regression modeling strategies: with applications to linear models, logistic regression, and survival analysis. Springer-Verlag, New York
14.
go back to reference Furukawa T, Takahashi T, Kobari M et al (1992) The mucus-hypersecreting tumor of the pancreas. Development and extension visualized by three-dimensional computerized mapping. Cancer 70:1505–1513CrossRefPubMed Furukawa T, Takahashi T, Kobari M et al (1992) The mucus-hypersecreting tumor of the pancreas. Development and extension visualized by three-dimensional computerized mapping. Cancer 70:1505–1513CrossRefPubMed
15.
go back to reference Yamaguchi K, Chijiwa K, Shimizu S et al (1998) Comparison of endoscopic retrograde and magnetic resonance cholangiopancreatography in the surgical diagnosis of pancreatic diseases. Am J Surg 175:203–208CrossRefPubMed Yamaguchi K, Chijiwa K, Shimizu S et al (1998) Comparison of endoscopic retrograde and magnetic resonance cholangiopancreatography in the surgical diagnosis of pancreatic diseases. Am J Surg 175:203–208CrossRefPubMed
16.
go back to reference Koito K, Namieno T, Ichimura T et al (1998) Mucin-producing pancreatic tumors: comparison of MR cholangiopancreatography with endoscopic retrograde cholangiopancreatography. Radiology 208:231–237PubMed Koito K, Namieno T, Ichimura T et al (1998) Mucin-producing pancreatic tumors: comparison of MR cholangiopancreatography with endoscopic retrograde cholangiopancreatography. Radiology 208:231–237PubMed
17.
go back to reference Procacci C, Carbognin G, Accordini S et al (2001) CT features of malignant mucinous cystic tumors of the pancreas. Eur Radiol 11:1626–1630CrossRefPubMed Procacci C, Carbognin G, Accordini S et al (2001) CT features of malignant mucinous cystic tumors of the pancreas. Eur Radiol 11:1626–1630CrossRefPubMed
18.
go back to reference Kobayashi G, Fujita N, Lee S et al (1990) Correlation between ultrasonographic findings and pathological diagnosis of mucin producing tumor of the pancreas. Nippon Shokakibyo Gakkai Zasshi 87:235–242PubMed Kobayashi G, Fujita N, Lee S et al (1990) Correlation between ultrasonographic findings and pathological diagnosis of mucin producing tumor of the pancreas. Nippon Shokakibyo Gakkai Zasshi 87:235–242PubMed
19.
go back to reference Fujimoto M, Nakazawa S, Yamao K et al (1994) Diagnostic strategy for malignancy and parenchymal invasion of so-called mucin-producing tumor of the pancreas. Nippon Shokakibyo Gakkai Zasshi 91:2073–2082PubMed Fujimoto M, Nakazawa S, Yamao K et al (1994) Diagnostic strategy for malignancy and parenchymal invasion of so-called mucin-producing tumor of the pancreas. Nippon Shokakibyo Gakkai Zasshi 91:2073–2082PubMed
20.
go back to reference Yamao K, Nakamura T, Suzuki T et al (2003) Endoscopic diagnosis and staging of mucinous cystic neoplasms and intraductal papillary-mucinous tumors. J Hepatobiliary Pancreat Surg 10:142–146CrossRefPubMed Yamao K, Nakamura T, Suzuki T et al (2003) Endoscopic diagnosis and staging of mucinous cystic neoplasms and intraductal papillary-mucinous tumors. J Hepatobiliary Pancreat Surg 10:142–146CrossRefPubMed
21.
go back to reference Uehara H, Nakaizumi A, Tatsuta M et al (1997) Diagnosis of carcinoma in situ of the pancreas by peroral pancreatoscopy and pancreatoscopic cytology. Cancer 79:454–461CrossRefPubMed Uehara H, Nakaizumi A, Tatsuta M et al (1997) Diagnosis of carcinoma in situ of the pancreas by peroral pancreatoscopy and pancreatoscopic cytology. Cancer 79:454–461CrossRefPubMed
22.
go back to reference Hara T, Yamaguchi T, Ishihara T et al (2002) Diagnosis and patient management of intraductal papillary-mucinous tumor of the pancreas by using peroral pancreatoscopy and intraductal ultrasonography. Gastroenterology 122:34–43CrossRefPubMed Hara T, Yamaguchi T, Ishihara T et al (2002) Diagnosis and patient management of intraductal papillary-mucinous tumor of the pancreas by using peroral pancreatoscopy and intraductal ultrasonography. Gastroenterology 122:34–43CrossRefPubMed
23.
go back to reference Yamao K, Ohashi K, Nakamura T et al (2003) Efficacy of peroral pancreatoscopy in the diagnosis of pancreatic diseases. Gastrointest Endosc 57:205–209CrossRefPubMed Yamao K, Ohashi K, Nakamura T et al (2003) Efficacy of peroral pancreatoscopy in the diagnosis of pancreatic diseases. Gastrointest Endosc 57:205–209CrossRefPubMed
24.
go back to reference Kobari M, Egawa S, Shibuya K et al (1999) Intraductal papillary mucinous tumors of the pancreas comprise 2 clinical subtypes: differences in clinical characteristics and surgical management. Arch Surg 134:1131–1136CrossRefPubMed Kobari M, Egawa S, Shibuya K et al (1999) Intraductal papillary mucinous tumors of the pancreas comprise 2 clinical subtypes: differences in clinical characteristics and surgical management. Arch Surg 134:1131–1136CrossRefPubMed
25.
go back to reference Terris B, Ponsot P, Paye F et al (2000) Intraductal papillary mucinous tumors of the pancreas confined to secondary ducts show less aggressive pathologic features as compared with those involving the main pancreatic duct. Am J Surg Pathol 24:1372–1377CrossRefPubMed Terris B, Ponsot P, Paye F et al (2000) Intraductal papillary mucinous tumors of the pancreas confined to secondary ducts show less aggressive pathologic features as compared with those involving the main pancreatic duct. Am J Surg Pathol 24:1372–1377CrossRefPubMed
26.
go back to reference Matsumoto T, Aramaki M, Yada K et al (2003) Optimal management of the branch duct type intraductal papillary mucinous neoplasms of the pancreas. J Clin Gastroenterol 36:261–265CrossRefPubMed Matsumoto T, Aramaki M, Yada K et al (2003) Optimal management of the branch duct type intraductal papillary mucinous neoplasms of the pancreas. J Clin Gastroenterol 36:261–265CrossRefPubMed
27.
go back to reference Choi BS, Kim TK, Kim AY et al (2003) Differential diagnosis of benign and malignant intraductal papillary mucinous tumors of the pancreas: MR cholangiopancreatography and MR angiography. Korean J Radiol 4:157–162CrossRefPubMed Choi BS, Kim TK, Kim AY et al (2003) Differential diagnosis of benign and malignant intraductal papillary mucinous tumors of the pancreas: MR cholangiopancreatography and MR angiography. Korean J Radiol 4:157–162CrossRefPubMed
28.
go back to reference Kitagawa Y, Unger TA, Taylor S et al (2003) Mucus is a predictor of better prognosis and survival in patients with intraductal papillary mucinous tumor of the pancreas. J Gastrointest Surg 7:12–18 (discussion 18–19)CrossRefPubMed Kitagawa Y, Unger TA, Taylor S et al (2003) Mucus is a predictor of better prognosis and survival in patients with intraductal papillary mucinous tumor of the pancreas. J Gastrointest Surg 7:12–18 (discussion 18–19)CrossRefPubMed
29.
go back to reference Sugiyama M, Izumisato Y, Abe N et al (2003) Predictive factors for malignancy in intraductal papillary-mucinous tumours of the pancreas. Br J Surg 90:1244–1249CrossRefPubMed Sugiyama M, Izumisato Y, Abe N et al (2003) Predictive factors for malignancy in intraductal papillary-mucinous tumours of the pancreas. Br J Surg 90:1244–1249CrossRefPubMed
30.
go back to reference Salvia R, Fernandez-del Castillo C, Bassi C et al (2004) Main-duct intraductal papillary mucinous neoplasms of the pancreas: clinical predictors of malignancy and long-term survival following resection. Ann Surg 239:678–685 (discussion 685–687)CrossRefPubMed Salvia R, Fernandez-del Castillo C, Bassi C et al (2004) Main-duct intraductal papillary mucinous neoplasms of the pancreas: clinical predictors of malignancy and long-term survival following resection. Ann Surg 239:678–685 (discussion 685–687)CrossRefPubMed
31.
go back to reference Chari ST, Yadav D, Smyrk TC et al (2002) Study of recurrence after surgical resection of intraductal papillary mucinous neoplasm of the pancreas. Gastroenterology 123:1500–1507CrossRefPubMed Chari ST, Yadav D, Smyrk TC et al (2002) Study of recurrence after surgical resection of intraductal papillary mucinous neoplasm of the pancreas. Gastroenterology 123:1500–1507CrossRefPubMed
32.
go back to reference Schmidt CM, White PB, Waters JA et al (2007) Intraductal papillary mucinous neoplasms: predictors of malignant and invasive pathology. Ann Surg 246:644–651 (discussion 651–654)CrossRefPubMed Schmidt CM, White PB, Waters JA et al (2007) Intraductal papillary mucinous neoplasms: predictors of malignant and invasive pathology. Ann Surg 246:644–651 (discussion 651–654)CrossRefPubMed
33.
go back to reference Shimizu Y, Yasui K, Morimoto T et al (1999) Case of intraductal papillary mucinous tumor (noninvasive adenocarcinoma) of the pancreas resected 27 years after onset. Int J Pancreatol 26:93–98CrossRefPubMed Shimizu Y, Yasui K, Morimoto T et al (1999) Case of intraductal papillary mucinous tumor (noninvasive adenocarcinoma) of the pancreas resected 27 years after onset. Int J Pancreatol 26:93–98CrossRefPubMed
34.
go back to reference Nagai K, Doi R, Ito T et al (2009) Single-institution validation of the international consensus guidelines for treatment of branch duct intraductal papillary mucinous neoplasms of the pancreas. J Hepatobiliary Pancreat Surg 16:353–358CrossRefPubMed Nagai K, Doi R, Ito T et al (2009) Single-institution validation of the international consensus guidelines for treatment of branch duct intraductal papillary mucinous neoplasms of the pancreas. J Hepatobiliary Pancreat Surg 16:353–358CrossRefPubMed
35.
go back to reference Pelaez-Luna M, Chari ST, Smyrk TC et al (2007) Do consensus indications for resection in branch duct intraductal papillary mucinous neoplasm predict malignancy? A study of 147 patients. Am J Gastroenterol 102:1759–1764CrossRefPubMed Pelaez-Luna M, Chari ST, Smyrk TC et al (2007) Do consensus indications for resection in branch duct intraductal papillary mucinous neoplasm predict malignancy? A study of 147 patients. Am J Gastroenterol 102:1759–1764CrossRefPubMed
Metadata
Title
A Nomogram for Predicting the Probability of Carcinoma in Patients with Intraductal Papillary-Mucinous Neoplasm
Authors
Yasuhiro Shimizu
Yukihide Kanemitsu
Tsuyoshi Sano
Yoshiki Senda
Nobumasa Mizuno
Kenji Yamao
Publication date
01-12-2010
Publisher
Springer-Verlag
Published in
World Journal of Surgery / Issue 12/2010
Print ISSN: 0364-2313
Electronic ISSN: 1432-2323
DOI
https://doi.org/10.1007/s00268-010-0785-9

Other articles of this Issue 12/2010

World Journal of Surgery 12/2010 Go to the issue