Development of a standardized MRI protocol for pancreas assessment in humans
Creators
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Virostko, John1
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Craddock, Richard C.1
- Williams, Jonathan M.2
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Triolo, Taylor M.3
- Hilmes, Melissa A.2
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Kang, Hakmook2
- Du, Liping2
- Wright, Jordan J.2
- Kinney, Mara3
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Maki, Jeffrey H.3
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Medved, Milica4
- Waibel, Michaela5
- Kay, Thomas W. H.5
- Thomas, Helen E.5
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Greeley, Siri Atma W.4
- Steck, Andrea K.3
- Moore, Daniel J.2
- Powers, Alvin C.2
- 1. University of Texas at Austin
- 2. Vanderbilt University
- 3. University of Colorado
- 4. University of Chicago
- 5. St. Vincent's Institute
Description
Magnetic resonance imaging (MRI) has detected changes in pancreas volume and other characteristics in type 1 and type 2 diabetes. However, differences in MRI technology and approaches across locations currently limit the incorporation of pancreas imaging into multisite trials. The purpose of this study was to develop a standardized MRI protocol for pancreas imaging and to define the reproducibility of these measurements. Calibrated phantoms with known MRI properties were imaged at five sites with differing MRI hardware and software to develop a harmonized MRI imaging protocol. Subsequently, five healthy volunteers underwent MRI at four sites using the harmonized protocol to assess pancreas size, shape, apparent diffusion coefficient (ADC), longitudinal relaxation time (T1), magnetization transfer ratio (MTR), and pancreas and hepatic fat fraction. Following harmonization, pancreas size, surface area to volume ratio, diffusion, and longitudinal relaxation time were reproducible, with coefficients of variation less than 10%. In contrast, non-standardized image processing led to greater variation in MRI measurements. By using a standardized MRI image acquisition and processing protocol, quantitative MRI of the pancreas performed at multiple locations can be incorporated into clinical trials comparing pancreas imaging measures and metabolic state in individuals with type 1 or type 2 diabetes.
Data availability
MRI files contain protected health information (PHI) and can only be shared with IRB permission. Data are available from the Texas Data Repository (contact via support@tdl.org) for researchers who meet the criteria for access to confidential data.
Files
journal.pone.0256029.pdf
Files
(1.9 MB)
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Additional details
Identifiers
- DOI
- 10.1371/journal.pone.0256029
- Other
- oai:uchicago.tind.io:5919
Funding
- JDRF International
- 3-SRA-2019-759-M-B
- JDRF International
- 3-SRA-2015-102-M-B
- National Institute of Diabetes and Digestive and Kidney Diseases
- DK20593
- National Institute of Diabetes and Digestive and Kidney Diseases
- DK20595
- Cain Foundation
- UL1 TR002389
- Kovler Family Foundation
- Victorian State Government
- Operational Infrastructure Support Scheme
- NCATS/NIHT
- UL1 TR000445
- NIDDK
- K12DK094712