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Published in: European Radiology 9/2019

01-09-2019 | Magnetic Resonance Imaging | Magnetic Resonance

Added value of apparent diffusion coefficient in distinguishing between serous and mucin-producing pancreatic cystic neoplasms

Authors: Pallavi Pandey, Ankur Pandey, Nannan Shao, Farnaz Najmi Varzaneh, Mounes Aliyari Ghasabeh, Manijeh Zharghampour, Pegah Khoshpouri, Daniel Fouladi, John Eng, Anne Marie O’Broin-Lennon, Marcia Canto, Ralph H. Hruban, Ihab R. Kamel

Published in: European Radiology | Issue 9/2019

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Abstract

Objectives

To evaluate the added value of diffusion-weighted imaging (DWI) on MRI in differentiating serous from mucin-producing pancreatic cystic neoplasms (PCNs).

Methods

One hundred seventeen patients with PCN measuring ≥ 10 mm were included. Three readers independently evaluated MRI with and without the use of apparent diffusion coefficient (ADC). Logistic regression was used to analyze whether confidence scores were different with the use of different image sets. Diagnostic performance with and without ADC was compared.

Results

DWI/ADC improved confidence in 44.8%, 73.6%, and 78.2% of patients by the three readers in distinguishing serous from mucin-producing PCNs. The use of ADC increased the probability of a higher confidence in the differentiation as compared to morphological imaging for all three readers (p < 0.001). Odds ratio for increase in the diagnostic confidence with the use of ADC for the three readers with decreasing years of experience were 5.8, 6.8, and 12.7. The diagnostic accuracy of morphological MRI with ADC was higher than that without ADC for two of three readers with lesser experience (87.2% vs. 80.8%; 91.5% vs. 80.8%).

Conclusion

DWI may have added value as a complementary tool to conventional morphological MRI in differentiating between serous and mucin-producing PCNs with possibly greater value for readers with less experience in reading abdominal MRI.

Key Points

Optimal management of PCNs requires differentiation of serous from mucin-producing PCNs.
ADC measurements allow increased confidence in differentiating serous from mucin-producing PCNs.
ADC measurements increase the accuracy in diagnosing serous versus mucin-producing PCNs.
Appendix
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Literature
1.
go back to reference Zhang XP, Yu ZX, Zhao YP, Dai MH (2016) Current perspectives on pancreatic serous cystic neoplasms: diagnosis, management and beyond. World J Gastrointest Surg 8:202–211CrossRefPubMedPubMedCentral Zhang XP, Yu ZX, Zhao YP, Dai MH (2016) Current perspectives on pancreatic serous cystic neoplasms: diagnosis, management and beyond. World J Gastrointest Surg 8:202–211CrossRefPubMedPubMedCentral
2.
go back to reference Sahani DV, Kambadakone A, Macari M, Takahashi N, Chari S, Fernández-del Castillo C (2013) Diagnosis and management of cystic pancreatic lesions. AJR Am J Roentgenol 200:343–354CrossRefPubMed Sahani DV, Kambadakone A, Macari M, Takahashi N, Chari S, Fernández-del Castillo C (2013) Diagnosis and management of cystic pancreatic lesions. AJR Am J Roentgenol 200:343–354CrossRefPubMed
3.
go back to reference Lennon AM, Manos LL, Hruban RH et al (2014) Role of a multidisciplinary clinic in the management of patients with pancreatic cysts: a single-center cohort study. Ann Surg Oncol 21:3668–3674CrossRefPubMedPubMedCentral Lennon AM, Manos LL, Hruban RH et al (2014) Role of a multidisciplinary clinic in the management of patients with pancreatic cysts: a single-center cohort study. Ann Surg Oncol 21:3668–3674CrossRefPubMedPubMedCentral
4.
go back to reference Tanaka M, Fernández-del Castillo C, Adsay V et al (2012) International consensus guidelines 2012 for the management of IPMN and MCN of the pancreas. Pancreatology 12:183–197CrossRef Tanaka M, Fernández-del Castillo C, Adsay V et al (2012) International consensus guidelines 2012 for the management of IPMN and MCN of the pancreas. Pancreatology 12:183–197CrossRef
5.
go back to reference Song SJ, Lee JM, Kim YJ et al (2007) Differentiation of intraductal papillary mucinous neoplasms from other pancreatic cystic masses: comparison of multirow-detector CT and MR imaging using ROC analysis. J Magn Reson Imaging 26:86–93CrossRefPubMed Song SJ, Lee JM, Kim YJ et al (2007) Differentiation of intraductal papillary mucinous neoplasms from other pancreatic cystic masses: comparison of multirow-detector CT and MR imaging using ROC analysis. J Magn Reson Imaging 26:86–93CrossRefPubMed
6.
go back to reference Lauenstein TC, Sharma P, Hughes T, Heberlein K, Tudorascu D, Martin DR (2008) Evaluation of optimized inversion-recovery fat-suppression techniques for T2-weighted abdominal MR imaging. J Magn Reson Imaging 27:1448–1454CrossRefPubMed Lauenstein TC, Sharma P, Hughes T, Heberlein K, Tudorascu D, Martin DR (2008) Evaluation of optimized inversion-recovery fat-suppression techniques for T2-weighted abdominal MR imaging. J Magn Reson Imaging 27:1448–1454CrossRefPubMed
7.
go back to reference Visser BC, Yeh BM, Qayyum A, Way LW, McCulloch CE, Coakley FV (2007) Characterization of cystic pancreatic masses: relative accuracy of CT and MRI. AJR Am J Roentgenol 189:648–656CrossRefPubMed Visser BC, Yeh BM, Qayyum A, Way LW, McCulloch CE, Coakley FV (2007) Characterization of cystic pancreatic masses: relative accuracy of CT and MRI. AJR Am J Roentgenol 189:648–656CrossRefPubMed
8.
go back to reference Do RK, Katz SS, Gollub MJ et al (2014) Interobserver agreement for detection of malignant features of intraductal papillary mucinous neoplasms of the pancreas on MDCT. AJR Am J Roentgenol 203:973–979CrossRefPubMedPubMedCentral Do RK, Katz SS, Gollub MJ et al (2014) Interobserver agreement for detection of malignant features of intraductal papillary mucinous neoplasms of the pancreas on MDCT. AJR Am J Roentgenol 203:973–979CrossRefPubMedPubMedCentral
9.
go back to reference Choi JY, Kim MJ, Lee JY et al (2009) Typical and atypical manifestations of serous cystadenoma of the pancreas: imaging findings with pathologic correlation. AJR Am J Roentgenol 193:136–142CrossRefPubMed Choi JY, Kim MJ, Lee JY et al (2009) Typical and atypical manifestations of serous cystadenoma of the pancreas: imaging findings with pathologic correlation. AJR Am J Roentgenol 193:136–142CrossRefPubMed
10.
go back to reference Sun HY, Kim SH, Kim MA, Lee JY, Han JK, Choi BI (2010) CT imaging spectrum of pancreatic serous tumors: based on new pathologic classification. Eur J Radiol 75:e45–e55CrossRefPubMed Sun HY, Kim SH, Kim MA, Lee JY, Han JK, Choi BI (2010) CT imaging spectrum of pancreatic serous tumors: based on new pathologic classification. Eur J Radiol 75:e45–e55CrossRefPubMed
11.
go back to reference de Jong K, Nio CY, Hermans JJ et al (2010) High prevalence of pancreatic cysts detected by screening magnetic resonance imaging examinations. Clin Gastroenterol Hepatol 8:806–811CrossRefPubMed de Jong K, Nio CY, Hermans JJ et al (2010) High prevalence of pancreatic cysts detected by screening magnetic resonance imaging examinations. Clin Gastroenterol Hepatol 8:806–811CrossRefPubMed
13.
go back to reference Correa-Gallego C, Ferrone CR, Thayer SP, Wargo JA, Warshaw AL, Fernández-Del Castillo C (2010) Incidental pancreatic cysts: do we really know what we are watching? Pancreatology 10:144–150CrossRefPubMedPubMedCentral Correa-Gallego C, Ferrone CR, Thayer SP, Wargo JA, Warshaw AL, Fernández-Del Castillo C (2010) Incidental pancreatic cysts: do we really know what we are watching? Pancreatology 10:144–150CrossRefPubMedPubMedCentral
14.
go back to reference Valsangkar NP, Morales-Oyarvide V, Thayer SP et al (2012) 851 resected cystic tumors of the pancreas: a 33-year experience at the Massachusetts General Hospital. Surgery 152:S4–S12CrossRefPubMedPubMedCentral Valsangkar NP, Morales-Oyarvide V, Thayer SP et al (2012) 851 resected cystic tumors of the pancreas: a 33-year experience at the Massachusetts General Hospital. Surgery 152:S4–S12CrossRefPubMedPubMedCentral
15.
go back to reference Schraibman V, Goldman SM, Ardengh JC et al (2011) New trends in diffusion-weighted magnetic resonance imaging as a tool in differentiation of serous cystadenoma and mucinous cystic tumor: a prospective study. Pancreatology 11:43–51CrossRefPubMed Schraibman V, Goldman SM, Ardengh JC et al (2011) New trends in diffusion-weighted magnetic resonance imaging as a tool in differentiation of serous cystadenoma and mucinous cystic tumor: a prospective study. Pancreatology 11:43–51CrossRefPubMed
16.
go back to reference Le Bihan D, Turner R, Douek P, Patronas N (1992) Diffusion MR imaging: clinical applications. AJR Am J Roentgenol 159:591–599CrossRefPubMed Le Bihan D, Turner R, Douek P, Patronas N (1992) Diffusion MR imaging: clinical applications. AJR Am J Roentgenol 159:591–599CrossRefPubMed
17.
go back to reference Pozzessere C, Castaños Gutiérrez SL, Corona-Villalobos CP et al (2016) Diffusion-weighted magnetic resonance imaging in distinguishing between mucin-producing and serous pancreatic cysts. J Comput Assist Tomogr 40:505–512CrossRefPubMedPubMedCentral Pozzessere C, Castaños Gutiérrez SL, Corona-Villalobos CP et al (2016) Diffusion-weighted magnetic resonance imaging in distinguishing between mucin-producing and serous pancreatic cysts. J Comput Assist Tomogr 40:505–512CrossRefPubMedPubMedCentral
18.
go back to reference Sandrasegaran K, Akisik FM, Patel AA et al (2011) Diffusion-weighted imaging in characterization of cystic pancreatic lesions. Clin Radiol 66:808–814CrossRefPubMed Sandrasegaran K, Akisik FM, Patel AA et al (2011) Diffusion-weighted imaging in characterization of cystic pancreatic lesions. Clin Radiol 66:808–814CrossRefPubMed
19.
go back to reference Cicchetti DV (1994) Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessment instruments in psychology. Psychol Assess 6:284–290 Cicchetti DV (1994) Guidelines, criteria, and rules of thumb for evaluating normed and standardized assessment instruments in psychology. Psychol Assess 6:284–290
20.
go back to reference Boraschi P, Donati F, Gigoni R, Salemi S, Bartolozzi C, Falaschi F (2010) Diffusion-weighted MRI in the characterization of cystic pancreatic lesions: usefulness of ADC values. Magn Reson Imaging 28:1447–1455CrossRefPubMed Boraschi P, Donati F, Gigoni R, Salemi S, Bartolozzi C, Falaschi F (2010) Diffusion-weighted MRI in the characterization of cystic pancreatic lesions: usefulness of ADC values. Magn Reson Imaging 28:1447–1455CrossRefPubMed
21.
go back to reference Fatima Z, Ichikawa T, Motosugi U et al (2011) Magnetic resonance diffusion-weighted imaging in the characterization of pancreatic mucinous cystic lesions. Clin Radiol 66:108–111CrossRefPubMed Fatima Z, Ichikawa T, Motosugi U et al (2011) Magnetic resonance diffusion-weighted imaging in the characterization of pancreatic mucinous cystic lesions. Clin Radiol 66:108–111CrossRefPubMed
22.
go back to reference Irie H, Honda H, Kuroiwa T et al (2002) Measurement of the apparent diffusion coefficient in intraductal mucin-producing tumor of the pancreas by diffusion-weighted echo-planar MR imaging. Abdom Imaging 27:82–87CrossRefPubMed Irie H, Honda H, Kuroiwa T et al (2002) Measurement of the apparent diffusion coefficient in intraductal mucin-producing tumor of the pancreas by diffusion-weighted echo-planar MR imaging. Abdom Imaging 27:82–87CrossRefPubMed
23.
go back to reference Mottola JC, Sahni VA, Erturk SM, Swanson R, Banks PA, Mortele KJ (2012) Diffusion-weighted MRI of focal cystic pancreatic lesions at 3.0-tesla: preliminary results. Abdom Imaging 37:110–117CrossRefPubMed Mottola JC, Sahni VA, Erturk SM, Swanson R, Banks PA, Mortele KJ (2012) Diffusion-weighted MRI of focal cystic pancreatic lesions at 3.0-tesla: preliminary results. Abdom Imaging 37:110–117CrossRefPubMed
24.
go back to reference Yamashita Y, Namimoto T, Mitsuzaki K et al (1998) Mucin-producing tumor of the pancreas: diagnostic value of diffusion-weighted echo-planar MR imaging. Radiology 208:605–609CrossRefPubMed Yamashita Y, Namimoto T, Mitsuzaki K et al (1998) Mucin-producing tumor of the pancreas: diagnostic value of diffusion-weighted echo-planar MR imaging. Radiology 208:605–609CrossRefPubMed
25.
go back to reference Khashab MA, Kim K, Lennon AM et al (2013) Should we do EUS/FNA on patients with pancreatic cysts? The incremental diagnostic yield of EUS over CT/MRI for prediction of cystic neoplasms. Pancreas 42:717–721CrossRefPubMed Khashab MA, Kim K, Lennon AM et al (2013) Should we do EUS/FNA on patients with pancreatic cysts? The incremental diagnostic yield of EUS over CT/MRI for prediction of cystic neoplasms. Pancreas 42:717–721CrossRefPubMed
27.
go back to reference Sasaki M, Yamada K, Watanabe Y et al (2008) Variability in absolute apparent diffusion coefficient values across different platforms may be substantial: a multivendor, multi-institutional comparison study. Radiology 249:624–630CrossRefPubMed Sasaki M, Yamada K, Watanabe Y et al (2008) Variability in absolute apparent diffusion coefficient values across different platforms may be substantial: a multivendor, multi-institutional comparison study. Radiology 249:624–630CrossRefPubMed
28.
go back to reference Barral M, Sebbag-Sfez D, Hoeffel C et al (2013) Characterization of focal pancreatic lesions using normalized apparent diffusion coefficient at 1.5-tesla: preliminary experience. Diagn Interv Imaging 94:619–627CrossRefPubMed Barral M, Sebbag-Sfez D, Hoeffel C et al (2013) Characterization of focal pancreatic lesions using normalized apparent diffusion coefficient at 1.5-tesla: preliminary experience. Diagn Interv Imaging 94:619–627CrossRefPubMed
29.
go back to reference Do RK, Chandarana H, Felker E et al (2010) Diagnosis of liver fibrosis and cirrhosis with diffusion-weighted imaging: value of normalized apparent diffusion coefficient using the spleen as reference organ. AJR Am J Roentgenol 195:671–676CrossRefPubMed Do RK, Chandarana H, Felker E et al (2010) Diagnosis of liver fibrosis and cirrhosis with diffusion-weighted imaging: value of normalized apparent diffusion coefficient using the spleen as reference organ. AJR Am J Roentgenol 195:671–676CrossRefPubMed
30.
go back to reference Grech-Sollars M, Hales PW, Miyazaki K et al (2015) Multi-centre reproducibility of diffusion MRI parameters for clinical sequences in the brain. NMR Biomed 28:468–485CrossRefPubMedPubMedCentral Grech-Sollars M, Hales PW, Miyazaki K et al (2015) Multi-centre reproducibility of diffusion MRI parameters for clinical sequences in the brain. NMR Biomed 28:468–485CrossRefPubMedPubMedCentral
31.
go back to reference Ye XH, Gao JY, Yang ZH, Liu Y (2014) Apparent diffusion coefficient reproducibility of the pancreas measured at different MR scanners using diffusion-weighted imaging. J Magn Reson Imaging 40:1375–1381CrossRef Ye XH, Gao JY, Yang ZH, Liu Y (2014) Apparent diffusion coefficient reproducibility of the pancreas measured at different MR scanners using diffusion-weighted imaging. J Magn Reson Imaging 40:1375–1381CrossRef
32.
go back to reference Pandey A, Pandey P, Ghasabeh MA et al (2018) Accuracy of apparent diffusion coefficient in differentiating pancreatic neuroendocrine tumour from intrapancreatic accessory spleen. Eur Radiol 28:1560–1567CrossRefPubMed Pandey A, Pandey P, Ghasabeh MA et al (2018) Accuracy of apparent diffusion coefficient in differentiating pancreatic neuroendocrine tumour from intrapancreatic accessory spleen. Eur Radiol 28:1560–1567CrossRefPubMed
33.
go back to reference European Study Group on Cystic Tumours of the Pancreas (2018) European evidence-based guidelines on pancreatic cystic neoplasms. Gut 67:789–804CrossRef European Study Group on Cystic Tumours of the Pancreas (2018) European evidence-based guidelines on pancreatic cystic neoplasms. Gut 67:789–804CrossRef
Metadata
Title
Added value of apparent diffusion coefficient in distinguishing between serous and mucin-producing pancreatic cystic neoplasms
Authors
Pallavi Pandey
Ankur Pandey
Nannan Shao
Farnaz Najmi Varzaneh
Mounes Aliyari Ghasabeh
Manijeh Zharghampour
Pegah Khoshpouri
Daniel Fouladi
John Eng
Anne Marie O’Broin-Lennon
Marcia Canto
Ralph H. Hruban
Ihab R. Kamel
Publication date
01-09-2019
Publisher
Springer Berlin Heidelberg
Published in
European Radiology / Issue 9/2019
Print ISSN: 0938-7994
Electronic ISSN: 1432-1084
DOI
https://doi.org/10.1007/s00330-019-6010-9

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