Skip to main content
Top
Published in: Abdominal Radiology 10/2023

12-07-2023 | Chronic Pancreatitis | Pancreas

Diagnosis of chronic pancreatitis using semi-quantitative MRI features of the pancreatic parenchyma: results from the multi-institutional MINIMAP study

Authors: Temel Tirkes, Dhiraj Yadav, Darwin L. Conwell, Paul R. Territo, Xuandong Zhao, Scott A. Persohn, Anil K. Dasyam, Zarine K. Shah, Sudhakar K. Venkatesh, Naoki Takahashi, Ashley Wachsman, Liang Li, Yan Li, Stephen J. Pandol, Walter G. Park, Santhi Swaroop Vege, Phil A. Hart, Mark Topazian, Dana K. Andersen, Evan L. Fogel, the Consortium for the Study of Chronic Pancreatitis, Diabetes, Pancreatic Cancer (CPDPC)

Published in: Abdominal Radiology | Issue 10/2023

Login to get access

Abstract

Purpose

To determine the diagnostic performance of parenchymal MRI features differentiating CP from controls.

Methods

This prospective study performed abdominal MRI scans at seven institutions, using 1.5 T Siemens and GE scanners, in 50 control and 51 definite CP participants, from February 2019 to May 2021. MRI parameters included the T1-weighted signal intensity ratio of the pancreas (T1 score), arterial-to-venous enhancement ratio (AVR) during venous and delayed phases, pancreas volume, and diameter. We evaluated the diagnostic performance of these parameters individually and two semi-quantitative MRI scores derived using logistic regression: SQ-MRI Model A (T1 score, AVR venous, and tail diameter) and Model B (T1 score, AVR venous, and volume).

Results

When compared to controls, CP participants showed a significantly lower mean T1 score (1.11 vs. 1.29), AVR venous (0.86 vs. 1.45), AVR delayed (1.07 vs. 1.57), volume (54.97 vs. 80.00 ml), and diameter of the head (2.05 vs. 2.39 cm), body (2.25 vs. 2.58 cm), and tail (1.98 vs. 2.51 cm) (p < 0.05 for all). AUCs for these individual MR parameters ranged from 0.66 to 0.79, while AUCs for the SQ-MRI scores were 0.82 and 0.81 for Model A (T1 score, AVR venous, and tail diameter) and Model B (T1 score, AVR venous, and volume), respectively. After propensity-matching adjustments for covariates, AUCs for Models A and B of the SQ-MRI scores increased to 0.92 and 0.93, respectively.

Conclusion

Semi-quantitative parameters of the pancreatic parenchyma, including T1 score, enhancement ratio, pancreas volume, diameter and multi-parametric models combining these parameters are helpful in diagnosis of CP. Longitudinal analyses including more extensive population are warranted to develop new diagnostic criteria for CP.

Graphical abstract

Appendix
Available only for authorised users
Literature
5.
go back to reference Esposito I, Hruban RH, Verbeke C, Terris B, Zamboni G, Scarpa A, et al. Guidelines on the histopathology of chronic pancreatitis. Recommendations from the working group for the international consensus guidelines for chronic pancreatitis in collaboration with the International Association of Pancreatology, the American Pancreatic Association, the Japan Pancreas Society, and the European Pancreatic Club. Pancreatology. 2020;20(4):586-93. https://doi.org/10.1016/j.pan.2020.04.009.CrossRefPubMed Esposito I, Hruban RH, Verbeke C, Terris B, Zamboni G, Scarpa A, et al. Guidelines on the histopathology of chronic pancreatitis. Recommendations from the working group for the international consensus guidelines for chronic pancreatitis in collaboration with the International Association of Pancreatology, the American Pancreatic Association, the Japan Pancreas Society, and the European Pancreatic Club. Pancreatology. 2020;20(4):586-93. https://​doi.​org/​10.​1016/​j.​pan.​2020.​04.​009.CrossRefPubMed
17.
19.
go back to reference Tirkes T, Yadav D, Conwell DL, Territo PR, Zhao X, Venkatesh SK, et al. Magnetic resonance imaging as a non-invasive method for the assessment of pancreatic fibrosis (MINIMAP): a comprehensive study design from the consortium for the study of chronic pancreatitis, diabetes, and pancreatic cancer. Abdom Radiol (NY). 2019;44(8):2809-21. https://doi.org/10.1007/s00261-019-02049-5.CrossRefPubMed Tirkes T, Yadav D, Conwell DL, Territo PR, Zhao X, Venkatesh SK, et al. Magnetic resonance imaging as a non-invasive method for the assessment of pancreatic fibrosis (MINIMAP): a comprehensive study design from the consortium for the study of chronic pancreatitis, diabetes, and pancreatic cancer. Abdom Radiol (NY). 2019;44(8):2809-21. https://​doi.​org/​10.​1007/​s00261-019-02049-5.CrossRefPubMed
22.
go back to reference Tirkes T, Yadav D, Conwell DL, Territo PR, Zhao X, Persohn SA, et al. Quantitative MRI of chronic pancreatitis: results from a multi-institutional prospective study, magnetic resonance imaging as a non-invasive method for assessment of pancreatic fibrosis (MINIMAP). Abdom Radiol (NY). 2022;47(11):3792-805. https://doi.org/10.1007/s00261-022-03654-7.CrossRefPubMed Tirkes T, Yadav D, Conwell DL, Territo PR, Zhao X, Persohn SA, et al. Quantitative MRI of chronic pancreatitis: results from a multi-institutional prospective study, magnetic resonance imaging as a non-invasive method for assessment of pancreatic fibrosis (MINIMAP). Abdom Radiol (NY). 2022;47(11):3792-805. https://​doi.​org/​10.​1007/​s00261-022-03654-7.CrossRefPubMed
25.
go back to reference Le Borgne F, Combescure C, Gillaizeau F, Giral M, Chapal M, Giraudeau B, et al. Standardized and weighted time-dependent receiver operating characteristic curves to evaluate the intrinsic prognostic capacities of a marker by taking into account confounding factors. Stat Methods Med Res. 2018;27(11):3397-410. https://doi.org/10.1177/0962280217702416.CrossRefPubMed Le Borgne F, Combescure C, Gillaizeau F, Giral M, Chapal M, Giraudeau B, et al. Standardized and weighted time-dependent receiver operating characteristic curves to evaluate the intrinsic prognostic capacities of a marker by taking into account confounding factors. Stat Methods Med Res. 2018;27(11):3397-410. https://​doi.​org/​10.​1177/​0962280217702416​.CrossRefPubMed
26.
go back to reference Imai K, Ratkovic M. Covariate Balancing Propensity Score. Journal of the Royal Statistical Society: Series B. 2014;76(1):243-63.CrossRef Imai K, Ratkovic M. Covariate Balancing Propensity Score. Journal of the Royal Statistical Society: Series B. 2014;76(1):243-63.CrossRef
27.
go back to reference Ishiguro H, Yamamoto A, Nakakuki M, Yi L, Ishiguro M, Yamaguchi M, et al. Physiology and pathophysiology of bicarbonate secretion by pancreatic duct epithelium. Nagoya J Med Sci. 2012;74(1-2):1-18.PubMedPubMedCentral Ishiguro H, Yamamoto A, Nakakuki M, Yi L, Ishiguro M, Yamaguchi M, et al. Physiology and pathophysiology of bicarbonate secretion by pancreatic duct epithelium. Nagoya J Med Sci. 2012;74(1-2):1-18.PubMedPubMedCentral
28.
go back to reference Pandol SJ. Water and Ion Secretion from the Pancreatic Ductal System. The Exocrine Pancreas. Morgan & Claypool Life Sciences; 2010. Pandol SJ. Water and Ion Secretion from the Pancreatic Ductal System. The Exocrine Pancreas. Morgan & Claypool Life Sciences; 2010.
41.
go back to reference Inoue K, Kawano T, Shima K, Suzuki TK, Tobe T, Yajima H. Relationship between development of fibrosis and hemodynamic changes of the pancreas in dogs. Gastroenterology. 1981;81(1):37-47.CrossRefPubMed Inoue K, Kawano T, Shima K, Suzuki TK, Tobe T, Yajima H. Relationship between development of fibrosis and hemodynamic changes of the pancreas in dogs. Gastroenterology. 1981;81(1):37-47.CrossRefPubMed
42.
go back to reference Reber HA, Karanjia ND, Alvarez C, Widdison AL, Leung FW, Ashley SW, et al. Pancreatic blood flow in cats with chronic pancreatitis. Gastroenterology. 1992;103(2):652-9.CrossRefPubMed Reber HA, Karanjia ND, Alvarez C, Widdison AL, Leung FW, Ashley SW, et al. Pancreatic blood flow in cats with chronic pancreatitis. Gastroenterology. 1992;103(2):652-9.CrossRefPubMed
Metadata
Title
Diagnosis of chronic pancreatitis using semi-quantitative MRI features of the pancreatic parenchyma: results from the multi-institutional MINIMAP study
Authors
Temel Tirkes
Dhiraj Yadav
Darwin L. Conwell
Paul R. Territo
Xuandong Zhao
Scott A. Persohn
Anil K. Dasyam
Zarine K. Shah
Sudhakar K. Venkatesh
Naoki Takahashi
Ashley Wachsman
Liang Li
Yan Li
Stephen J. Pandol
Walter G. Park
Santhi Swaroop Vege
Phil A. Hart
Mark Topazian
Dana K. Andersen
Evan L. Fogel
the Consortium for the Study of Chronic Pancreatitis, Diabetes, Pancreatic Cancer (CPDPC)
Publication date
12-07-2023
Publisher
Springer US
Published in
Abdominal Radiology / Issue 10/2023
Print ISSN: 2366-004X
Electronic ISSN: 2366-0058
DOI
https://doi.org/10.1007/s00261-023-04000-1

Other articles of this Issue 10/2023

Abdominal Radiology 10/2023 Go to the issue
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discuss last year's major advances in heart failure and cardiomyopathies.