Prognostic relevance of MRI in early relapsing multiple sclerosis: ready to guide treatment decision making?
Olaf HoffmannRalf GoldSven G MeuthRalf A LinkerThomas SkripuletzHeinz WiendlMike P WattjesPublished in: Therapeutic advances in neurological disorders (2024)
Magnetic resonance imaging (MRI) of the brain and spinal cord plays a crucial role in the diagnosis and monitoring of multiple sclerosis (MS). There is conclusive evidence that brain and spinal cord MRI findings in early disease stages also provide relevant insight into individual prognosis. This includes prediction of disease activity and disease progression, the accumulation of long-term disability and the conversion to secondary progressive MS. The extent to which these MRI findings should influence treatment decisions remains a subject of ongoing discussion. The aim of this review is to present and discuss the current knowledge and scientific evidence regarding the utility of MRI at early MS disease stages for prognostic classification of individual patients. In addition, we discuss the current evidence regarding the use of MRI in order to predict treatment response. Finally, we propose a potential approach as to how MRI data may be categorized and integrated into early clinical decision making.
Keyphrases
- multiple sclerosis
- magnetic resonance imaging
- contrast enhanced
- spinal cord
- diffusion weighted imaging
- white matter
- disease activity
- decision making
- mass spectrometry
- systemic lupus erythematosus
- rheumatoid arthritis
- healthcare
- ms ms
- computed tomography
- machine learning
- magnetic resonance
- spinal cord injury
- ejection fraction
- deep learning
- climate change
- prognostic factors
- chronic kidney disease
- resting state
- subarachnoid hemorrhage
- smoking cessation
- functional connectivity
- blood brain barrier