Skip to main content
Top
Published in: European Radiology 12/2017

01-12-2017 | Gastrointestinal

Development of pancreatic cancer is predictable well in advance using contrast-enhanced CT: a case–cohort study

Authors: Wataru Gonoi, Takana Yamakawa Hayashi, Hidemi Okuma, Masaaki Akahane, Yousuke Nakai, Suguru Mizuno, Ryosuke Tateishi, Hiroyuki Isayama, Kazuhiko Koike, Kuni Ohtomo

Published in: European Radiology | Issue 12/2017

Login to get access

Abstract

Objectives

To investigate the radiological findings prognostic for the development of pancreatic adenocarcinoma in a cohort of patients with hepatocellular carcinoma, using multiphasic computed tomography (CT).

Methods

A case–cohort study performed in a single university hospital. A database of patients who received hepatocellular carcinoma (HCC) treatment and trimonthly follow-up with four-phase dynamic CT was used (n = 1848). The cohort group was randomly extracted from the database (n = 103). The case group comprised nine patients from the database who developed pancreatic adenocarcinoma. The radiological findings were assessed during follow-up (average, 32 months).

Results

The incidence of pancreatic mass, inhomogeneous parenchyma, loss of fatty marbling and main pancreatic duct dilatation gradually increased from 4 to 13 months before the diagnosis of pancreatic adenocarcinoma. There was a significantly higher incidence of pancreatic mass, inhomogeneous parenchyma and loss of fatty marbling on CT at baseline (average, 34 months before diagnosis) in the case group compared with the cohort group (P values < 0.01) and those findings at baseline were revealed as prognostic factors for pancreatic carcinogenesis, respectively (log-rank test, P values < 0.001).

Conclusions

Several radiological findings observed on multiphasic CT can assist in predicting pancreatic carcinogenesis well in advance.

Key points

Pancreatic findings in multiphasic CT help predict development of pancreatic adenocarcinoma.
Key findings are mass, inhomogeneous parenchyma and loss of fatty marbling.
Those findings were observed 34 months before confirmed diagnosis of adenocarcinoma.
Those findings were prognostic factors for pancreatic carcinogenesis.
Literature
3.
go back to reference Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A (2015) Global cancer statistics, 2012. CA Cancer J Clin 65:87–108CrossRefPubMed Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A (2015) Global cancer statistics, 2012. CA Cancer J Clin 65:87–108CrossRefPubMed
4.
go back to reference Bilimoria KY, Bentrem DJ, Ko CY et al (2007) Validation of the 6th edition AJCC Pancreatic Cancer Staging System: report from the National Cancer Database. Cancer 110:738–744CrossRefPubMed Bilimoria KY, Bentrem DJ, Ko CY et al (2007) Validation of the 6th edition AJCC Pancreatic Cancer Staging System: report from the National Cancer Database. Cancer 110:738–744CrossRefPubMed
5.
go back to reference Sachs T, Pratt WB, Callery MP, Vollmer CM Jr (2009) The incidental asymptomatic pancreatic lesion: nuisance or threat? J Gastrointest Surg 13:405–415CrossRefPubMed Sachs T, Pratt WB, Callery MP, Vollmer CM Jr (2009) The incidental asymptomatic pancreatic lesion: nuisance or threat? J Gastrointest Surg 13:405–415CrossRefPubMed
6.
go back to reference Paspulati RM (2005) Multidetector CT of the pancreas. Radiol Clin North Am 43:999-1020, viii Paspulati RM (2005) Multidetector CT of the pancreas. Radiol Clin North Am 43:999-1020, viii
7.
go back to reference Verslype C, Van Cutsem E, Dicato M et al (2007) The management of pancreatic cancer. Current expert opinion and recommendations derived from the 8th World Congress on Gastrointestinal Cancer, Barcelona, 2006. Ann Oncol 18(Suppl 7):vii1–vii10PubMed Verslype C, Van Cutsem E, Dicato M et al (2007) The management of pancreatic cancer. Current expert opinion and recommendations derived from the 8th World Congress on Gastrointestinal Cancer, Barcelona, 2006. Ann Oncol 18(Suppl 7):vii1–vii10PubMed
9.
go back to reference Pelaez-Luna M, Takahashi N, Fletcher JG, Chari ST (2007) Resectability of presymptomatic pancreatic cancer and its relationship to onset of diabetes: a retrospective review of CT scans and fasting glucose values prior to diagnosis. Am J Gastroenterol 102:2157–2163CrossRefPubMed Pelaez-Luna M, Takahashi N, Fletcher JG, Chari ST (2007) Resectability of presymptomatic pancreatic cancer and its relationship to onset of diabetes: a retrospective review of CT scans and fasting glucose values prior to diagnosis. Am J Gastroenterol 102:2157–2163CrossRefPubMed
10.
go back to reference Gangi S, Fletcher JG, Nathan MA et al (2004) Time interval between abnormalities seen on CT and the clinical diagnosis of pancreatic cancer: retrospective review of CT scans obtained before diagnosis. AJR Am J Roentgenol 182:897–903CrossRefPubMed Gangi S, Fletcher JG, Nathan MA et al (2004) Time interval between abnormalities seen on CT and the clinical diagnosis of pancreatic cancer: retrospective review of CT scans obtained before diagnosis. AJR Am J Roentgenol 182:897–903CrossRefPubMed
11.
go back to reference Yoon SH, Lee JM, Cho JY et al (2011) Small (</= 20 mm) pancreatic adenocarcinomas: analysis of enhancement patterns and secondary signs with multiphasic multidetector CT. Radiology 259:442–452CrossRefPubMed Yoon SH, Lee JM, Cho JY et al (2011) Small (</= 20 mm) pancreatic adenocarcinomas: analysis of enhancement patterns and secondary signs with multiphasic multidetector CT. Radiology 259:442–452CrossRefPubMed
12.
go back to reference Ahn SS, Kim MJ, Choi JY, Hong HS, Chung YE, Lim JS (2009) Indicative findings of pancreatic cancer in prediagnostic CT. Eur Radiol 19:2448–2455CrossRefPubMed Ahn SS, Kim MJ, Choi JY, Hong HS, Chung YE, Lim JS (2009) Indicative findings of pancreatic cancer in prediagnostic CT. Eur Radiol 19:2448–2455CrossRefPubMed
13.
go back to reference Shiina S, Tateishi R, Arano T et al (2012) Radiofrequency ablation for hepatocellular carcinoma: 10-year outcome and prognostic factors. Am J Gastroenterol 107:569–577, quiz 578 CrossRefPubMed Shiina S, Tateishi R, Arano T et al (2012) Radiofrequency ablation for hepatocellular carcinoma: 10-year outcome and prognostic factors. Am J Gastroenterol 107:569–577, quiz 578 CrossRefPubMed
14.
go back to reference Kanda Y (2013) Investigation of the freely available easy-to-use software 'EZR' for medical statistics. Bone Marrow Transplant 48:452–458CrossRefPubMed Kanda Y (2013) Investigation of the freely available easy-to-use software 'EZR' for medical statistics. Bone Marrow Transplant 48:452–458CrossRefPubMed
15.
go back to reference Ishikawa O, Ohigashi H, Imaoka S et al (1999) Minute carcinoma of the pancreas measuring 1 cm or less in diameter–collective review of Japanese case reports. Hepatogastroenterology 46:8–15PubMed Ishikawa O, Ohigashi H, Imaoka S et al (1999) Minute carcinoma of the pancreas measuring 1 cm or less in diameter–collective review of Japanese case reports. Hepatogastroenterology 46:8–15PubMed
16.
go back to reference Goodman M, Willmann JK, Jeffrey RB (2012) Incidentally discovered solid pancreatic masses: imaging and clinical observations. Abdom Imaging 37:91–97CrossRefPubMed Goodman M, Willmann JK, Jeffrey RB (2012) Incidentally discovered solid pancreatic masses: imaging and clinical observations. Abdom Imaging 37:91–97CrossRefPubMed
17.
go back to reference Tamada T, Ito K, Kanomata N et al (2016) Pancreatic adenocarcinomas without secondary signs on multiphasic multidetector CT: association with clinical and histopathologic features. Eur Radiol 26:646–655CrossRefPubMed Tamada T, Ito K, Kanomata N et al (2016) Pancreatic adenocarcinomas without secondary signs on multiphasic multidetector CT: association with clinical and histopathologic features. Eur Radiol 26:646–655CrossRefPubMed
18.
go back to reference Fitzgerald TL, Smith AJ, Ryan M et al (2003) Surgical treatment of incidentally identified pancreatic masses. Can J Surg 46:413–418PubMedPubMedCentral Fitzgerald TL, Smith AJ, Ryan M et al (2003) Surgical treatment of incidentally identified pancreatic masses. Can J Surg 46:413–418PubMedPubMedCentral
19.
go back to reference Loizou L, Albiin N, Leidner B et al (2016) Multidetector CT of pancreatic ductal adenocarcinoma: effect of tube voltage and iodine load on tumour conspicuity and image quality. Eur Radiol 26:4021–4029CrossRefPubMed Loizou L, Albiin N, Leidner B et al (2016) Multidetector CT of pancreatic ductal adenocarcinoma: effect of tube voltage and iodine load on tumour conspicuity and image quality. Eur Radiol 26:4021–4029CrossRefPubMed
20.
go back to reference Harinck F, Konings IC, Kluijt I et al (2015) A multicentre comparative prospective blinded analysis of EUS and MRI for screening of pancreatic cancer in high-risk individuals. Gut. doi:10.1136/gutjnl-2014-308008 PubMed Harinck F, Konings IC, Kluijt I et al (2015) A multicentre comparative prospective blinded analysis of EUS and MRI for screening of pancreatic cancer in high-risk individuals. Gut. doi:10.​1136/​gutjnl-2014-308008 PubMed
21.
go back to reference Lu C, Xu CF, Wan XY, Zhu HT, Yu CH, Li YM (2015) Screening for pancreatic cancer in familial high-risk individuals: a systematic review. World J Gastroenterol 21:8678–8686CrossRefPubMedPubMedCentral Lu C, Xu CF, Wan XY, Zhu HT, Yu CH, Li YM (2015) Screening for pancreatic cancer in familial high-risk individuals: a systematic review. World J Gastroenterol 21:8678–8686CrossRefPubMedPubMedCentral
22.
go back to reference Lu DS, Vedantham S, Krasny RM, Kadell B, Berger WL, Reber HA (1996) Two-phase helical CT for pancreatic tumors: pancreatic versus hepatic phase enhancement of tumor, pancreas, and vascular structures. Radiology 199:697–701CrossRefPubMed Lu DS, Vedantham S, Krasny RM, Kadell B, Berger WL, Reber HA (1996) Two-phase helical CT for pancreatic tumors: pancreatic versus hepatic phase enhancement of tumor, pancreas, and vascular structures. Radiology 199:697–701CrossRefPubMed
24.
go back to reference Tada M, Kawabe T, Arizumi M et al (2006) Pancreatic cancer in patients with pancreatic cystic lesions: a prospective study in 197 patients. Clin Gastroenterol Hepatol 4:1265–1270CrossRefPubMed Tada M, Kawabe T, Arizumi M et al (2006) Pancreatic cancer in patients with pancreatic cystic lesions: a prospective study in 197 patients. Clin Gastroenterol Hepatol 4:1265–1270CrossRefPubMed
25.
26.
go back to reference Berthelemy P, Bouisson M, Escourrou J, Vaysse N, Rumeau JL, Pradayrol L (1995) Identification of K-ras mutations in pancreatic juice in the early diagnosis of pancreatic cancer. Ann Intern Med 123:188–191CrossRefPubMed Berthelemy P, Bouisson M, Escourrou J, Vaysse N, Rumeau JL, Pradayrol L (1995) Identification of K-ras mutations in pancreatic juice in the early diagnosis of pancreatic cancer. Ann Intern Med 123:188–191CrossRefPubMed
28.
go back to reference Brat DJ, Lillemoe KD, Yeo CJ, Warfield PB, Hruban RH (1998) Progression of pancreatic intraductal neoplasias to infiltrating adenocarcinoma of the pancreas. Am J Surg Pathol 22:163–169CrossRefPubMed Brat DJ, Lillemoe KD, Yeo CJ, Warfield PB, Hruban RH (1998) Progression of pancreatic intraductal neoplasias to infiltrating adenocarcinoma of the pancreas. Am J Surg Pathol 22:163–169CrossRefPubMed
29.
go back to reference Konstantinidis IT, Warshaw AL, Allen JN et al (2013) Pancreatic ductal adenocarcinoma: is there a survival difference for R1 resections versus locally advanced unresectable tumors? What is a "true" R0 resection? Ann Surg 257:731–736CrossRefPubMed Konstantinidis IT, Warshaw AL, Allen JN et al (2013) Pancreatic ductal adenocarcinoma: is there a survival difference for R1 resections versus locally advanced unresectable tumors? What is a "true" R0 resection? Ann Surg 257:731–736CrossRefPubMed
30.
go back to reference Matsumoto S, Mori H, Miyake H et al (1995) Uneven fatty replacement of the pancreas: evaluation with CT. Radiology 194:453–458CrossRefPubMed Matsumoto S, Mori H, Miyake H et al (1995) Uneven fatty replacement of the pancreas: evaluation with CT. Radiology 194:453–458CrossRefPubMed
31.
go back to reference Heuck A, Maubach PA, Reiser M et al (1987) Age-related morphology of the normal pancreas on computed tomography. Gastrointest Radiol 12:18–22CrossRefPubMed Heuck A, Maubach PA, Reiser M et al (1987) Age-related morphology of the normal pancreas on computed tomography. Gastrointest Radiol 12:18–22CrossRefPubMed
32.
go back to reference Gonoi W, Akahane M, Akai H et al (2011) Retroportal main pancreatic duct with circumportal pancreas: radiographic visualization. Clin Imaging 35:442–446CrossRefPubMed Gonoi W, Akahane M, Akai H et al (2011) Retroportal main pancreatic duct with circumportal pancreas: radiographic visualization. Clin Imaging 35:442–446CrossRefPubMed
33.
go back to reference Seo N, Byun JH, Kim JH et al (2015) Validation of the 2012 international consensus guidelines using computed tomography and magnetic resonance imaging: branch duct and main duct intraductal papillary mucinous neoplasms of the pancreas. Ann Surg. doi:10.1097/SLA.0000000000001217 Seo N, Byun JH, Kim JH et al (2015) Validation of the 2012 international consensus guidelines using computed tomography and magnetic resonance imaging: branch duct and main duct intraductal papillary mucinous neoplasms of the pancreas. Ann Surg. doi:10.​1097/​SLA.​0000000000001217​
34.
go back to reference Gonoi W, Akai H, Hagiwara K et al (2011) Pancreas divisum as a predisposing factor for chronic and recurrent idiopathic pancreatitis: initial in vivo survey. Gut 60:1103–1108CrossRefPubMed Gonoi W, Akai H, Hagiwara K et al (2011) Pancreas divisum as a predisposing factor for chronic and recurrent idiopathic pancreatitis: initial in vivo survey. Gut 60:1103–1108CrossRefPubMed
35.
go back to reference Gonoi W, Akai H, Hagiwara K et al (2012) Meandering main pancreatic duct as a relevant factor to the onset of idiopathic recurrent acute pancreatitis. PLoS One 7, e37652CrossRefPubMedPubMedCentral Gonoi W, Akai H, Hagiwara K et al (2012) Meandering main pancreatic duct as a relevant factor to the onset of idiopathic recurrent acute pancreatitis. PLoS One 7, e37652CrossRefPubMedPubMedCentral
36.
go back to reference Gonoi W, Akai H, Hagiwara K et al (2013) Santorinicele without pancreas divisum pathophysiology: initial clinical and radiographic investigations. BMC Gastroenterol 13:62CrossRefPubMedPubMedCentral Gonoi W, Akai H, Hagiwara K et al (2013) Santorinicele without pancreas divisum pathophysiology: initial clinical and radiographic investigations. BMC Gastroenterol 13:62CrossRefPubMedPubMedCentral
Metadata
Title
Development of pancreatic cancer is predictable well in advance using contrast-enhanced CT: a case–cohort study
Authors
Wataru Gonoi
Takana Yamakawa Hayashi
Hidemi Okuma
Masaaki Akahane
Yousuke Nakai
Suguru Mizuno
Ryosuke Tateishi
Hiroyuki Isayama
Kazuhiko Koike
Kuni Ohtomo
Publication date
01-12-2017
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 12/2017
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-017-4895-8

Other articles of this Issue 12/2017

European Radiology 12/2017 Go to the issue