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Multiple sclerosis endophenotypes identified by high-dimensional blood signatures are associated with distinct disease trajectories
CC Gross, A Schulte-Mecklenbeck… - Science Translational …, 2024 - science.org
One of the biggest challenges in managing multiple sclerosis is the heterogeneity of clinical
manifestations and progression trajectories. It still remains to be elucidated whether this …
manifestations and progression trajectories. It still remains to be elucidated whether this …
Translational value of choroid plexus imaging for tracking neuroinflammation in mice and humans
Neuroinflammation is a pathophysiological hallmark of multiple sclerosis and has a close
mechanistic link to neurodegeneration. Although this link is potentially targetable, robust …
mechanistic link to neurodegeneration. Although this link is potentially targetable, robust …
Linking immune-mediated damage to neurodegeneration in multiple sclerosis: could network-based MRI help?
Inflammatory demyelination characterizes the initial stages of multiple sclerosis, while
progressive axonal and neuronal loss are coexisting and significantly contribute to the long …
progressive axonal and neuronal loss are coexisting and significantly contribute to the long …
Improved prediction of early cognitive impairment in multiple sclerosis combining blood and imaging biomarkers
T Brummer, M Muthuraman, F Steffen… - Brain …, 2022 - academic.oup.com
Disability in multiple sclerosis is generally classified by sensory and motor symptoms, yet
cognitive impairment has been identified as a frequent manifestation already in the early …
cognitive impairment has been identified as a frequent manifestation already in the early …
Prognostic value of single-subject grey matter networks in early multiple sclerosis
The identification of prognostic markers in early multiple sclerosis (MS) is challenging and
requires reliable measures that robustly predict future disease trajectories. Ideally, such …
requires reliable measures that robustly predict future disease trajectories. Ideally, such …
Narcissus reflected: Grey and white matter features joint contribution to the default mode network in predicting narcissistic personality traits
Despite the clinical significance of narcissistic personality, its neural bases have not been
clarified yet, primarily because of methodological limitations of the previous studies, such as …
clarified yet, primarily because of methodological limitations of the previous studies, such as …
Regional cortical thinning, demyelination and iron loss in cerebral small vessel disease
The link between white matter hyperintensities (WMH) and cortical thinning is thought to be
an important pathway by which WMH contributes to cognitive deficits in cerebral small …
an important pathway by which WMH contributes to cognitive deficits in cerebral small …
Serum neurofilament identifies patients with multiple sclerosis with severe focal axonal damage in a 6-year longitudinal cohort
Background and Objectives Immunomodulatory therapies reduce the relapse rate but only
marginally control disability progression in patients with MS. Although serum neurofilament …
marginally control disability progression in patients with MS. Although serum neurofilament …
Machine learning for refining interpretation of magnetic resonance imaging scans in the management of multiple sclerosis: a narrative review
AC Szekely-Kohn, M Castellani… - Royal Society …, 2025 - royalsocietypublishing.org
Multiple sclerosis (MS) is an autoimmune disease of the brain and spinal cord with both
inflammatory and neurodegenerative features. Although advances in imaging techniques …
inflammatory and neurodegenerative features. Although advances in imaging techniques …
Machine learning techniques for prediction of multiple sclerosis progression
Patients afflicted by multiple sclerosis experience a relapsing-remitting course in about 85%
of the cases. Furthermore, after a 10/15-year period their situation tends to worse, resulting …
of the cases. Furthermore, after a 10/15-year period their situation tends to worse, resulting …