Table 3.
Predictors |
Patient’s demographics and environmental factors |
Non-Caucasian |
Older age |
Male sex |
Obesity (particularly in childhood and adolescence) |
Smoking |
Clinical factors |
Onset with motor, cerebellar, or bladder/bowel symptoms |
Multifocal onset (≥ 2 functional systems involved simultaneously) |
Higher relapse rate in the first 2–5 years from disease onset |
Short inter-attack latency |
Incomplete recovery after a relapse |
Severe clinical relapses |
Higher disability accumulation in the first 2–5 years from disease onset |
Continued disease activity despite DMT |
Shorter time to conversion to SPMS |
Cognitive impairment |
Biochemical factors |
Presence of cerebrospinal OCBs |
High NfL level |
Neuroradiological factors |
Higher number and volume of T2-hyperintense lesions |
Brainstem and cerebellar lesions |
Spinal cord lesions (especially affecting the central GM) |
T1-hypointense lesions (“black-holes”) |
Cortical lesions |
Presence of gadolinium-enhancing lesions |
New T2 lesions formation in the first 5 years |
Chronic active lesions (paramagnetic iron rim or slowly expanding) |
Brain atrophy (especially GM) |
Spinal cord atrophy (especially GM) |
GM gray matter; NfL neurofilament light chain, OCB oligoclonal bands, SPMS secondary progressive multiple sclerosis