Predictive MRI Biomarkers in MS-A Critical Review
- PMID: 35334554
- PMCID: PMC8949449
- DOI: 10.3390/medicina58030377
Predictive MRI Biomarkers in MS-A Critical Review
Abstract
Background and Objectives: In this critical review, we explore the potential use of MRI measurements as prognostic biomarkers in multiple sclerosis (MS) patients, for both conventional measurements and more novel techniques such as magnetization transfer, diffusion tensor, and proton spectroscopy MRI. Materials and Methods: All authors individually and comprehensively reviewed each of the aspects listed below in PubMed, Medline, and Google Scholar. Results: There are numerous MRI metrics that have been proven by clinical studies to hold important prognostic value for MS patients, most of which can be readily obtained from standard 1.5T MRI scans. Conclusions: While some of these parameters have passed the test of time and seem to be associated with a reliable predictive power, some are still better interpreted with caution. We hope this will serve as a reminder of how vast a resource we have on our hands in this versatile tool-it is up to us to make use of it.
Keywords: MRI; biomarkers; multiple sclerosis; prediction.
Conflict of interest statement
The authors declare no conflict of interest.
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References
-
- Ruggieri S., Pontecorvo S., Tortorella C., Gasperini C. Induction treatment strategy in multiple sclerosis: A review of past experiences and future perspectives. Mult. Scler. Demyelinating Disord. 2018;3:5. doi: 10.1186/s40893-018-0037-7. - DOI
-
- Spelman T., Magyari M., Piehl F., Svenningsson A., Rasmussen P.V., Kant M., Sellebjerg F., Joensen H., Hillert J., Lycke J. Treatment Escalation vs. Immediate Initiation of Highly Effective Treatment for Patients with Relapsing-Remitting Multiple Sclerosis: Data from 2 Different National Strategies. JAMA Neurol. 2021;78:1197–1204. doi: 10.1001/jamaneurol.2021.2738. - DOI - PMC - PubMed
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