predictor

A machine learning algorithm may be able to accurately predict whether or not people with multiple sclerosis (MS) will experience a worsening of disability in the near term — which may help tailor treatment decisions and improve patient quality of life — according to the findings of a new…

Levels of the immune cell protein CHIT1 at diagnosis, taken from the spinal fluid via a spinal tap, may strongly predict how fast disability progression will occur in people with multiple sclerosis (MS), a new study suggests. Compared with standard clinical measures used to predict disease progression — such…

Certain biomarkers in the cerebrospinal fluid (CSF) — the fluid surrounding the brain and spinal cord — around the time of a multiple sclerosis (MS) diagnosis may help predict the time to reaching certain disability milestones among people with a relapsing-remitting (RRMS) disease course, according to findings from…

The ongoing worsening of disability among people with primary progressive multiple sclerosis (PPMS) may be predicted by elevated blood levels of the GFAP protein, a marker of damage to star-shaped support cells in the brain and spinal cord called astrocytes, a study suggests. The risk of disability progression was…

A scoring system that accounts for relapses and MRI activity in multiple sclerosis (MS) patients during their first year on an oral disease-modifying therapy (DMT) was found to be predictive of worse short-term outcomes for people with relapsing forms of the neurodegenerative disorder, a study showed. “The occurrence of…

Experiencing certain stressors during childhood may predict the future presence and severity of fatigue, pain, and psychiatric conditions associated with multiple sclerosis (MS), according to a new U.S. study. Childhood physical and emotional stressors were each significantly linked to a higher likelihood of MS patients experiencing each of the…

Increased activation of microglia, the resident immune cells in the brain that contribute to chronic inflammation in multiple sclerosis (MS), is significantly associated with higher levels of neurofilament light chain (NfL) protein, indicating more nerve damage, a study found. Researchers particularly identified strong links between…

Measuring levels of the protein GFAP in blood can help to predict disability progression that occurs without relapses — so-called silent progression — in people with multiple sclerosis (MS), a new study reports. These findings may have “clinical implications for patient management and development of novel drugs,” the…

A machine learning algorithm that incorporates genetic data alongside clinical and demographic information may be able to more accurately predict the severity of multiple sclerosis (MS), according to a new study. “Once independently validated, the machine learning algorithm could enable clinicians to provide patients with more accurate prognostic information,…

Patient-reported cognition difficulties — called subjective cognitive impairment (SCI) — are associated with current work status and with employment deterioration after two years in people with multiple sclerosis (MS), a new study reports. Depression and anxiety also were linked with work status among these MS patients, but such…

Measuring how lesions get bigger over time in multiple sclerosis (MS) can predict long-term disability progression more accurately than other lesion-based assessments, a new study reports. “Enlargement of T2 [total] lesions, and specifically of its volume, … is more strongly associated with long-term disability progression compared to other…

Serum levels of neurofilament light chain (NfL) — proteins found in nerve cell projections — can help in the prediction of disease progression among people with relapsing forms of multiple sclerosis (MS), according to an analysis of data from two large Phase 3 trials. The researchers said that NfL…

The number of lesions affecting the cerebellum — a brain region responsible for coordinating voluntary movements and motor skills such as balance, coordination, and posture — predicts manual dexterity getting worse in people with relapsing-remitting multiple sclerosis (RRMS), according to a retrospective analysis. The study, “Cerebellar pathology and…

Editor’s note: The Multiple Sclerosis News Today team is providing in-depth coverage of the virtual 37th Congress of the European Committee for Treatment and Research in Multiple Sclerosis (ECTRIMS), Oct. 13–15. Go here to see the latest stories from the conference. Lesions…