2022
Machine learning aided classification of tremor in multiple sclerosis
Hossen A, Anwar A, Koirala N, Ding H, Budker D, Wickenbrock A, Heute U, Deuschl G, Groppa S, Muthuraman M. Machine learning aided classification of tremor in multiple sclerosis. EBioMedicine 2022, 82: 104152. PMID: 35834887, PMCID: PMC9287478, DOI: 10.1016/j.ebiom.2022.104152.Peer-Reviewed Original Research
2019
Selective Brain Network and Cellular Responses Upon Dimethyl Fumarate Immunomodulation in Multiple Sclerosis
Ciolac D, Luessi F, Gonzalez-Escamilla G, Koirala N, Riedel C, Fleischer V, Bittner S, Krämer J, Meuth S, Muthuraman M, Groppa S. Selective Brain Network and Cellular Responses Upon Dimethyl Fumarate Immunomodulation in Multiple Sclerosis. Frontiers In Immunology 2019, 10: 1779. PMID: 31417557, PMCID: PMC6682686, DOI: 10.3389/fimmu.2019.01779.Peer-Reviewed Original ResearchConceptsCortical atrophyDisease activityMultiple sclerosisDMF groupDeep GM volumesDimethyl fumarate treatmentT-cell depletionDisease-modifying drugsWhite matter damageImmune cell dynamicsDMF therapyNAT patientsStrong CD8Lymphocyte subsetsDisease durationDisease courseMS patientsCell depletionMatter damageLess atrophyFumarate treatmentTreatment paradigmBrain network responsesLesion volumeTherapy response
2016
Increased structural white and grey matter network connectivity compensates for functional decline in early multiple sclerosis
Fleischer V, Gröger A, Koirala N, Droby A, Muthuraman M, Kolber P, Reuter E, Meuth S, Zipp F, Groppa S. Increased structural white and grey matter network connectivity compensates for functional decline in early multiple sclerosis. Multiple Sclerosis Journal 2016, 23: 432-441. PMID: 27246143, DOI: 10.1177/1352458516651503.Peer-Reviewed Original ResearchConceptsMultiple sclerosisCentral nervous systemMagnetic resonance imagingWhite matterClinical declineClinical impairmentRelapsing-remitting MS patientsEarly multiple sclerosisVoxel-based morphometryTemporo-parietal regionsNeuronal injuryConnectivity patternsMS patientsRemission phaseDisease stageDisease onsetHealthy controlsFunctional declineNervous systemGray matter networksResonance imagingProbabilistic tractographySclerosisStructural connectivityDisease