Reproducible Intramuscular Fat Quantification using Vendor-Independent Processing in a Multi-Site, Multi-Vendor Setting
Motivation: Intramuscular fat is associated with muscle degeneration. Chemical shift-encoded MRI quantifies proton density fat fraction (PDFF), but multi-site, multi-vendor reproducibility for intramuscular assessment is scarcely reported. Goal(s): To evaluate the reproducibility of a vendor-independent thigh muscle PDFF quantification approach using multi-site, multi-vendor data and then assess PDFF in patients 10 years post-anterior cruciate ligament reconstruction (ACLR). Approach: Phantoms, traveling controls, and ACLR patients were scanned using five scanners (three sites, two vendors). A correction was developed to address image scaling variations. Results: Average absolute PDFF standard deviation was below 1% after correction. The ACLR patient cohort had elevated PDFF in operated leg hamstrings. Impact: Harmonized acquisition and vendor-independent processing with the proposed image scaling correction can provide reproducible thigh intramuscular proton density fat fraction across sites and vendors. This approach may characterize within-patient muscle changes, such as bilateral differences or potentially longitudinal assessment.
Authors
- William Zaylor
- Brendan Eck (ORCID: https://orcid.org/0000-0003-0971-4432)
- Michael Knopp
- Laura J. Huston (ORCID: https://orcid.org/0000-0002-9901-7165)
- Jeehun Kim (ORCID: https://orcid.org/0000-0001-7985-5519)
- Mei Li (ORCID: https://orcid.org/0000-0003-3915-4210)
- Ryan K. Robison (ORCID: https://orcid.org/0000-0002-8244-0653)
- Bruce M. Damon (ORCID: https://orcid.org/0000-0002-2581-302X)
- Morgan Jones
- Kurt P. Spindler (ORCID: https://orcid.org/0000-0002-0185-6922)
- Richard Lartey (ORCID: https://orcid.org/0000-0002-8336-7363)
- Sibaji Gaj (ORCID: https://orcid.org/0000-0002-6997-5717)
- Faysal Altahawi
- Kevin D. Harkins (ORCID: https://orcid.org/0000-0003-3579-9273)
- Carl S. Winalski (ORCID: https://orcid.org/0000-0002-1101-0402)
- Nancy A. Obuchowski (ORCID: https://orcid.org/0000-0003-1891-7477)
- Xiaojuan Li (ORCID: https://orcid.org/0000-0002-1305-0846)
- Dongxing Xie
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/0233
- Primary Topic
- Textile materials and evaluations
- Type
- article
- Field-Weighted Citation Impact
- 0.00