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 …

Translational value of choroid plexus imaging for tracking neuroinflammation in mice and humans

V Fleischer, G Gonzalez-Escamilla, D Ciolac… - Proceedings of the …, 2021 - pnas.org
Neuroinflammation is a pathophysiological hallmark of multiple sclerosis and has a close
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?

S Groppa, G Gonzalez-Escamilla… - Brain …, 2021 - academic.oup.com
Inflammatory demyelination characterizes the initial stages of multiple sclerosis, while
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 …

Prognostic value of single-subject grey matter networks in early multiple sclerosis

V Fleischer, G Gonzalez-Escamilla, D Pareto, A Rovira… - Brain, 2024 - academic.oup.com
The identification of prognostic markers in early multiple sclerosis (MS) is challenging and
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

K Jornkokgoud, T Baggio, R Bakiaj… - European journal of …, 2024 - Wiley Online Library
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 …

Regional cortical thinning, demyelination and iron loss in cerebral small vessel disease

H Li, MA Jacob, M Cai, M Duering, M Chamberland… - Brain, 2023 - academic.oup.com
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 …

Serum neurofilament identifies patients with multiple sclerosis with severe focal axonal damage in a 6-year longitudinal cohort

F Steffen, T Uphaus, N Ripfel, V Fleischer… - Neurology …, 2022 - neurology.org
Background and Objectives Immunomodulatory therapies reduce the relapse rate but only
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 …

Machine learning techniques for prediction of multiple sclerosis progression

D Branco, B Martino, A Esposito, G Tedeschi… - Soft Computing, 2022 - Springer
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 …