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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)

PURPOSE: To determine if quantitative MRI techniques can be helpful to evaluate chronic pancreatitis (CP) in a setting of multi-institutional study. METHODS: This study included a subgroup of participants (n = 101) enrolled in the Prospective Evaluation of Chronic Pancreatitis for Epidemiologic and...

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Autores principales: Tirkes, Temel, Yadav, Dhiraj, Conwell, Darwin L., Territo, Paul R., Zhao, Xuandong, Persohn, Scott A., Dasyam, Anil K., Shah, Zarine K., Venkatesh, Sudhakar K., Takahashi, Naoki, Wachsman, Ashley, Li, Liang, Li, Yan, Pandol, Stephen J., Park, Walter G., Vege, Santhi S., Hart, Phil A., Topazian, Mark, Andersen, Dana K., Fogel, Evan L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9423890/
https://www.ncbi.nlm.nih.gov/pubmed/36038644
http://dx.doi.org/10.1007/s00261-022-03654-7
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author Tirkes, Temel
Yadav, Dhiraj
Conwell, Darwin L.
Territo, Paul R.
Zhao, Xuandong
Persohn, Scott A.
Dasyam, Anil K.
Shah, Zarine K.
Venkatesh, Sudhakar K.
Takahashi, Naoki
Wachsman, Ashley
Li, Liang
Li, Yan
Pandol, Stephen J.
Park, Walter G.
Vege, Santhi S.
Hart, Phil A.
Topazian, Mark
Andersen, Dana K.
Fogel, Evan L.
author_facet Tirkes, Temel
Yadav, Dhiraj
Conwell, Darwin L.
Territo, Paul R.
Zhao, Xuandong
Persohn, Scott A.
Dasyam, Anil K.
Shah, Zarine K.
Venkatesh, Sudhakar K.
Takahashi, Naoki
Wachsman, Ashley
Li, Liang
Li, Yan
Pandol, Stephen J.
Park, Walter G.
Vege, Santhi S.
Hart, Phil A.
Topazian, Mark
Andersen, Dana K.
Fogel, Evan L.
author_sort Tirkes, Temel
collection PubMed
description PURPOSE: To determine if quantitative MRI techniques can be helpful to evaluate chronic pancreatitis (CP) in a setting of multi-institutional study. METHODS: This study included a subgroup of participants (n = 101) enrolled in the Prospective Evaluation of Chronic Pancreatitis for Epidemiologic and Translational Studies (PROCEED) study (NCT03099850) from February 2019 to May 2021. MRI was performed on 1.5 T using Siemens and GE scanners at seven clinical centers across the USA. Quantitative MRI parameters of the pancreas included T1 relaxation time, extracellular volume (ECV) fraction, apparent diffusion coefficient (ADC), and fat signal fraction. We report the diagnostic performance and mean values within the control (n = 50) and CP (n = 51) groups. The T1, ECV and fat signal fraction were combined to generate the quantitative MRI score (Q-MRI). RESULTS: There was significantly higher T1 relaxation time; mean 669 ms (± 171) vs. 593 ms (± 82) (p = 0.006), ECV fraction; 40.2% (± 14.7) vs. 30.3% (± 11.9) (p < 0.001), and pancreatic fat signal fraction; 12.2% (± 5.5) vs. 8.2% (± 4.4) (p < 0.001) in the CP group compared to controls. The ADC was similar between groups (p = 0.45). The AUCs for the T1, ECV, and pancreatic fat signal fraction were 0.62, 0.72, and 0.73, respectively. The composite Q-MRI score improved the diagnostic performance (cross-validated AUC: 0.76). CONCLUSION: Quantitative MR parameters evaluating the pancreatic parenchyma (T1, ECV fraction, and fat signal fraction) are helpful in the diagnosis of CP. A Q-MRI score that combines these three MR parameters improves diagnostic performance. Further studies are warranted with larger study populations including patients with acute and recurrent acute pancreatitis and longitudinal follow-ups. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00261-022-03654-7.
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spelling pubmed-94238902022-08-30 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) Tirkes, Temel Yadav, Dhiraj Conwell, Darwin L. Territo, Paul R. Zhao, Xuandong Persohn, Scott A. Dasyam, Anil K. Shah, Zarine K. Venkatesh, Sudhakar K. Takahashi, Naoki Wachsman, Ashley Li, Liang Li, Yan Pandol, Stephen J. Park, Walter G. Vege, Santhi S. Hart, Phil A. Topazian, Mark Andersen, Dana K. Fogel, Evan L. Abdom Radiol (NY) Pancreas PURPOSE: To determine if quantitative MRI techniques can be helpful to evaluate chronic pancreatitis (CP) in a setting of multi-institutional study. METHODS: This study included a subgroup of participants (n = 101) enrolled in the Prospective Evaluation of Chronic Pancreatitis for Epidemiologic and Translational Studies (PROCEED) study (NCT03099850) from February 2019 to May 2021. MRI was performed on 1.5 T using Siemens and GE scanners at seven clinical centers across the USA. Quantitative MRI parameters of the pancreas included T1 relaxation time, extracellular volume (ECV) fraction, apparent diffusion coefficient (ADC), and fat signal fraction. We report the diagnostic performance and mean values within the control (n = 50) and CP (n = 51) groups. The T1, ECV and fat signal fraction were combined to generate the quantitative MRI score (Q-MRI). RESULTS: There was significantly higher T1 relaxation time; mean 669 ms (± 171) vs. 593 ms (± 82) (p = 0.006), ECV fraction; 40.2% (± 14.7) vs. 30.3% (± 11.9) (p < 0.001), and pancreatic fat signal fraction; 12.2% (± 5.5) vs. 8.2% (± 4.4) (p < 0.001) in the CP group compared to controls. The ADC was similar between groups (p = 0.45). The AUCs for the T1, ECV, and pancreatic fat signal fraction were 0.62, 0.72, and 0.73, respectively. The composite Q-MRI score improved the diagnostic performance (cross-validated AUC: 0.76). CONCLUSION: Quantitative MR parameters evaluating the pancreatic parenchyma (T1, ECV fraction, and fat signal fraction) are helpful in the diagnosis of CP. A Q-MRI score that combines these three MR parameters improves diagnostic performance. Further studies are warranted with larger study populations including patients with acute and recurrent acute pancreatitis and longitudinal follow-ups. GRAPHICAL ABSTRACT: [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00261-022-03654-7. Springer US 2022-08-29 2022 /pmc/articles/PMC9423890/ /pubmed/36038644 http://dx.doi.org/10.1007/s00261-022-03654-7 Text en © The Author(s), under exclusive licence to Springer Science+Business Media, LLC, part of Springer Nature 2022, Springer Nature or its licensor holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Pancreas
Tirkes, Temel
Yadav, Dhiraj
Conwell, Darwin L.
Territo, Paul R.
Zhao, Xuandong
Persohn, Scott A.
Dasyam, Anil K.
Shah, Zarine K.
Venkatesh, Sudhakar K.
Takahashi, Naoki
Wachsman, Ashley
Li, Liang
Li, Yan
Pandol, Stephen J.
Park, Walter G.
Vege, Santhi S.
Hart, Phil A.
Topazian, Mark
Andersen, Dana K.
Fogel, Evan L.
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)
title 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)
title_full 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)
title_fullStr 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)
title_full_unstemmed 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)
title_short 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)
title_sort 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)
topic Pancreas
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9423890/
https://www.ncbi.nlm.nih.gov/pubmed/36038644
http://dx.doi.org/10.1007/s00261-022-03654-7
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