2 min read

ID: 6960

Discovery Date: 24 January 2022, 12:07:18 UTC

Published Date: 2022-01-24 11:00:00

Source: PubMed

Link: https://pubmed.ncbi.nlm.nih.gov/35067451/?utm_source=Other&utm_medium=rss&utm_campaign=pubmed-2&utm_content=10guX6I3SqrbUeeLKSTD6FCRM44ewnrN2MKKTQLLPMHB4xNsZU&fc=20210216052009&ff=20220124070717&v=2.1

Manual Selection: none

Machine Learning Gaussian Naive Bayes Model: false

Abstract

Acad Radiol. 2022 Jan 20:S1076-6332(21)00576-6. doi: 10.1016/j.acra.2021.12.015. Online ahead of print.

ABSTRACT

RATIONALE AND OBJECTIVES: Although the gold standard in predicting future progression from clinically isolated syndrome (CIS) to clinically definite multiple sclerosis (CDMS) consists in the McDonald criteria, efforts are being made to employ various advanced MRI techniques for predicting clinical progression. This study's main aim was to evaluate the predictive power of diffusion tensor imaging (DTI) of the brain and brain volumetry to distinguish between patients having CIS with future progression to CDMS from those without progression during the following 2 years and to compare those parameters with conventional MRI evaluation.

MATERIALS AND METHODS: All participants underwent an MRI scan of the brain. DTI and volumetric data were processed and various parameters were compared between the study groups.

RESULTS: We found significant differences between the subgroups of patients differing by future progression to CDMS in most of those DTI and volumetric parameters measured. Fractional anisotropy of water diffusion proved to be the strongest predictor of clinical conversion among all parameters evaluated, demonstrating also higher specificity compared to evaluation of conventional MRI images according to McDonald criteria.

CONCLUSION: Conclusion: Our results provide evidence that the evaluation of DTI parameters together with brain volumetry in patients with early-stage CIS may be useful in predicting conversion to CDMS within the following 2 years of the disease course.

PMID:35067451 | DOI:10.1016/j.acra.2021.12.015

Noun Phrases in Title

  • Magnetic Resonance Diffusion Properties
  • Brain Volumetry
  • Progression
  • Multiple Sclerosis
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