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For: Schlaeger R, Hardmeier M, D’Souza M, Grize L, Schindler C, Kappos L, Fuhr P. Monitoring multiple sclerosis by multimodal evoked potentials: Numerically versus ordinally scaled scoring systems. Clin Neurophysiol 2016;127:1864-71. [DOI: 10.1016/j.clinph.2015.11.041] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 11/19/2015] [Accepted: 11/28/2015] [Indexed: 10/22/2022]

For:	Schlaeger R, Hardmeier M, D’Souza M, Grize L, Schindler C, Kappos L, Fuhr P. Monitoring multiple sclerosis by multimodal evoked potentials: Numerically versus ordinally scaled scoring systems. Clin Neurophysiol 2016;127:1864-71. [DOI: 10.1016/j.clinph.2015.11.041] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2015] [Revised: 11/19/2015] [Accepted: 11/28/2015] [Indexed: 10/22/2022]

Number

Cited by Other Article(s)

Katsarogiannis E, Axelson H, Berntsson S, Rothkegel H, Burman J. Evoked potentials after autologous hematopoietic stem cell transplantation for multiple sclerosis. Mult Scler Relat Disord 2024;83:105447. [PMID: 38242050 DOI: 10.1016/j.msard.2024.105447] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2023] [Revised: 12/14/2023] [Accepted: 01/13/2024] [Indexed: 01/21/2024]

Liu J, Jin M, Zhang M, Wang Y, Sun S. Multimodal evoked potentials are useful for the diagnosis of pediatric acute disseminated encephalomyelitis. BMC Pediatr 2024;24:92. [PMID: 38308211 PMCID: PMC10835841 DOI: 10.1186/s12887-024-04576-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/03/2023] [Accepted: 01/18/2024] [Indexed: 02/04/2024] Open

Oertel FC, Krämer J, Motamedi S, Keihani A, Zimmermann HG, Dimitriou NG, Condor-Montes S, Bereuter C, Cordano C, Abdelhak A, Trip A, Aktas O, Meuth SG, Wiendl H, Ruprecht K, Bellmann-Strobl J, Paul F, Petzold A, Brandt AU, Albrecht P, Green AJ. Visually Evoked Potential as Prognostic Biomarker for Neuroaxonal Damage in Multiple Sclerosis From a Multicenter Longitudinal Cohort. NEUROLOGY(R) NEUROIMMUNOLOGY & NEUROINFLAMMATION 2023;10:e200092. [PMID: 36878713 PMCID: PMC10026703 DOI: 10.1212/nxi.0000000000200092] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Accepted: 12/13/2022] [Indexed: 03/08/2023]

Affiliation(s)

Frederike Cosima Oertel From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Julia Krämer From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Seyedamirhosein Motamedi From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Azeen Keihani From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Hanna G Zimmermann From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Nikolaos G Dimitriou From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Shivany Condor-Montes From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Charlotte Bereuter From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Christian Cordano From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Ahmed Abdelhak From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Anand Trip From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Orhan Aktas From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Sven G Meuth From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Heinz Wiendl From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Klemens Ruprecht From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Judith Bellmann-Strobl From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Friedemann Paul From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Axel Petzold From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Alexander U Brandt From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Philipp Albrecht From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF)
Ari J Green From the Weill Institute for Neurosciences (F.C.C.O., A.K., S.C.-M., C.C., A.A., A.J.G.), Department of Neurology, University of California San Francisco (UCSF); Experimental and Clinical Research Center (F.C.C.O., S.M., H.G.Z., C.B., J.B.-S., F.P., A.U.B.), Max Delbrück Center for Molecular Medicine and Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Department of Neurology with Institute of Translational Neurology (J.K., H.W.), University Hospital Münster, Germany; University of California Berkeley (A.K.); Department of Neurology (N.G.D., O.A., S.G.M., P.A.), Medical Faculty, Heinrich-Heine University and University Hospital Düsseldorf, Germany; Department of Neurology (P.A.), Maria Hilf Clinic Moenchengladbach, Germany; Queen Square MS Centre (A.T., A.P.), University College London, UK; Department of Neurology (K.R., F.P.),-Charité-Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Germany; Moorfield's Eye Hospital & The National Hospital for Neurology and Neurosurgery (A.P.); Queen Square Institute of Neurology, University College London, UK; Dutch Neuro-ophthalmology Expertise Centre, Amsterdam, NL; Department of Neurology (A.U.B.), University of California Irvine (UCI); and Department of Ophthalmology (A.J.G.), University of California San Francisco (UCSF).

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Wooliscroft L, McCoy S, Hildebrand A, Rooney W, Oken BS, Spain RI, Kuehl KS, Bourdette D, Cameron M. Protocol for an exploratory, randomised, single-blind clinical trial of aerobic exercise to promote remyelination in multiple sclerosis. BMJ Open 2023;13:e061539. [PMID: 36596632 PMCID: PMC9814998 DOI: 10.1136/bmjopen-2022-061539] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open

Abstract

INTRODUCTION

There is an urgent need for remyelinating therapies that restore function in people with multiple sclerosis (pwMS). Aerobic exercise is a promising remyelinating strategy because it promotes remyelination in animal models both independently and synergistically with medications. Here, in this study, we present an innovative, randomised, single-blind, clinical trial designed to explore: the relationship between demyelination and mobility (part 1), and if 24 weeks of aerobic exercise promotes remyelination in pwMS (part 2).

METHODS AND ANALYSIS

Sedentary participants (n=60; aged 18-64 years) with stable MS will undergo a baseline visit with the following outcomes to assess associations between demyelination and mobility (part 1): spinal cord demyelination (somatosensory-evoked potentials, SSEPs), mobility (6-Minute Timed Walk, Timed 25-Foot Walk, Timed Up and Go, 9-Hole Peg Test) and patient-reported outcomes (PROs). After baseline testing, participants with significantly prolonged SSEP latency will advance to the clinical exercise trial (part 2) and will be randomised 1:1 to active or control conditions for 24 weeks. The active condition will be aerobic stationary cycling three times per week with graded virtual supervision. The control condition will be monthly virtual MS symptom education groups (six sessions). SSEP latency (remyelination endpoint), mobility outcomes and PROs will be measured at 12 and 24 weeks in all clinical trial participants. A subset of 11 active and 11 control participants will undergo a brain MRI with quantitative T₁ myelin water fraction at baseline and 24 weeks (exploratory remyelination endpoint).

ETHICS AND DISSEMINATION

Ethical approval was obtained from the Oregon Health & Science University Institutional Review Board (#21045). Dissemination of findings will include peer-reviewed publications, conference presentations and media releases. The proposed study will inform the feasibility, study design and sample size for a fully powered clinical trial of aerobic exercise to promote remyelination in pwMS.

TRIAL REGISTRATION NUMBER

NCT04539002.

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Individual differences in visual evoked potential latency are associated with variance in brain tissue volume in people with multiple sclerosis: An analysis of brain function-structure correlates. Mult Scler Relat Disord 2022;68:104116. [PMID: 36041331 DOI: 10.1016/j.msard.2022.104116] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Revised: 07/16/2022] [Accepted: 08/13/2022] [Indexed: 12/15/2022]

Abstract

Visual evoked potentials (VEP) index visual pathway functioning, and are often used for clinical assessment and as outcome measures in people with multiple sclerosis (PwMS). VEPs may also reflect broader neural disturbances that extend beyond the visual system, but this possibility requires further investigation. In the present study, we examined the hypothesis that delayed latency of the P100 component of the VEP would be associated with broader structural changes in the brain in PwMS. We obtained VEP latency for a standard pattern-reversal checkerboard stimulus paradigm, in addition to Magnetic Resonance Imaging (MRI) measures of whole brain volume (WBV), gray matter volume (GMV), white matter volume (WMV), and T2-weighted fluid attenuated inversion recovery (FLAIR) white matter lesion volume (FLV). Correlation analyses indicated that prolonged VEP latency was significantly associated with lower WBV, GMV, and WMV, and greater FLV. VEP latency remained significantly associated with WBV, GMV, and WMV even after controlling for the variance associated with inter-ocular latency, age, time between VEP and MRI assessments, and other MRI variables. VEP latency delays were most pronounced in PwMS that exhibited low volume in both white and gray matter simultaneously. Furthermore, PwMS that had delayed VEP latency based on a clinically relevant cutoff (VEP latency ≥ 113 ms) in both eyes had lower WBV, GMV, and WMV and greater FLV in comparison to PwMS that had normal VEP latency in one or both eyes. The findings suggest that PwMS that have delayed latency in both eyes may be particularly at risk for exhibiting greater brain atrophy and lesion volume. These analyses also indicate that VEP latency may index combined gray matter and white matter disturbances, and therefore broader network connectivity and efficiency. VEP latency may therefore provide a surrogate marker of broader structural disturbances in the brain in MS.

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Shirani S, Mohebbi M. Brain functional connectivity analysis in patients with relapsing-remitting multiple sclerosis: A graph theory approach of EEG resting state. Front Neurosci 2022;16:801774. [PMID: 36161167 PMCID: PMC9500502 DOI: 10.3389/fnins.2022.801774] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2021] [Accepted: 07/29/2022] [Indexed: 11/13/2022] Open

Motor evoked potentials for multiple sclerosis, a multiyear follow-up dataset. Sci Data 2022;9:207. [PMID: 35577808 PMCID: PMC9110383 DOI: 10.1038/s41597-022-01335-0] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 04/14/2022] [Indexed: 12/03/2022] Open

Prognostic biomarkers in primary progressive multiple sclerosis: validating and scrutinizing multimodal evoked potentials. Clin Neurophysiol 2022;137:152-158. [DOI: 10.1016/j.clinph.2022.02.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2021] [Revised: 02/07/2022] [Accepted: 02/23/2022] [Indexed: 11/20/2022]

Dziadkowiak E, Wieczorek M, Zagrajek M, Chojdak-Łukasiewicz J, Gruszka E, Budrewicz S, Pokryszko-Dragan A. Multimodal Evoked Potentials as Potential Biomarkers of Disease Activity in Patients With Clinically Isolated Syndrome. Front Neurol 2022;12:678035. [PMID: 35211070 PMCID: PMC8860823 DOI: 10.3389/fneur.2021.678035] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2021] [Accepted: 12/21/2021] [Indexed: 11/13/2022] Open

Covey TJ, Golan D, Doniger GM, Sergott R, Zarif M, Bumstead B, Buhse M, Kaczmarek O, Mebrahtu S, Bergmann C, Wilken J, Gudesblatt M. Longitudinal assessment of the relationship between visual evoked potentials and cognitive performance in multiple sclerosis. Clin Neurophysiol 2022;137:66-74. [DOI: 10.1016/j.clinph.2022.02.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 01/24/2022] [Accepted: 02/15/2022] [Indexed: 11/03/2022]

Nikolic B, Zaletel I, Ivancevic N, Rovcanin B, Pepic A, Samardzic J, Jancic J. The usefulness of visual evoked potentials in the assessment of the pediatric multiple sclerosis. Eur J Paediatr Neurol 2022;36:130-136. [PMID: 34959110 DOI: 10.1016/j.ejpn.2021.12.005] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2021] [Revised: 10/26/2021] [Accepted: 12/07/2021] [Indexed: 11/17/2022]

Multimodal Evoked Potentials as Candidate Prognostic and Response Biomarkers in Clinical Trials of Multiple Sclerosis. J Clin Neurophysiol 2021;38:171-180. [PMID: 33958567 DOI: 10.1097/wnp.0000000000000723] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open

Mohy AB, Hatem AK, Kadoori HG, Hamdan FB. Motor disability in patients with multiple sclerosis: transcranial magnetic stimulation study. THE EGYPTIAN JOURNAL OF NEUROLOGY, PSYCHIATRY AND NEUROSURGERY 2020. [DOI: 10.1186/s41983-020-00255-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open

Krbot Skorić M, Crnošija L, Ruška B, Gabelić T, Barun B, Adamec I, Habek M. Evolution of tongue somatosensory evoked potentials in people with multiple sclerosis. Mult Scler Relat Disord 2020;44:102263. [PMID: 32544864 PMCID: PMC7275992 DOI: 10.1016/j.msard.2020.102263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2020] [Revised: 05/19/2020] [Accepted: 06/03/2020] [Indexed: 11/30/2022]

Yperman J, Becker T, Valkenborg D, Hellings N, Cambron M, Dive D, Laureys G, Popescu V, Van Wijmeersch B, Peeters LM. Deciphering the Morphology of Motor Evoked Potentials. Front Neuroinform 2020;14:28. [PMID: 32765249 PMCID: PMC7381179 DOI: 10.3389/fninf.2020.00028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2020] [Accepted: 05/26/2020] [Indexed: 11/13/2022] Open

Abstract

Motor Evoked Potentials (MEPs) are used to monitor disability progression in multiple sclerosis (MS). Their morphology plays an important role in this process. Currently, however, there is no clear definition of what constitutes a normal or abnormal morphology. To address this, five experts independently labeled the morphology (normal or abnormal) of the same set of 1,000 MEPs. The intra- and inter-rater agreement between the experts indicates they agree on the concept of morphology, but differ in their choice of threshold between normal and abnormal morphology. We subsequently performed an automated extraction of 5,943 time series features from the MEPs to identify a valid proxy for morphology, based on the provided labels. To do this, we compared the cross-validation performances of one-dimensional logistic regression models fitted to each of the features individually. We find that the approximate entropy (ApEn) feature can accurately reproduce the majority-vote labels. The performance of this feature is evaluated on an independent test set by comparing to the majority vote of the neurologists, obtaining an AUC score of 0.92. The model slightly outperforms the average neurologist at reproducing the neurologists consensus-vote labels. We can conclude that MEP morphology can be consistently defined by pooling the interpretations from multiple neurologists and that ApEn is a valid continuous score for this. Having an objective and reproducible MEP morphological abnormality score will allow researchers to include this feature in their models, without manual annotation becoming a bottleneck. This is crucial for large-scale, multi-center datasets. An exploratory analysis on a large single-center dataset shows that ApEn is potentially clinically useful. Introducing an automated, objective, and reproducible definition of morphology could help overcome some of the barriers that are currently obstructing broad adoption of evoked potentials in daily care and patient follow-up, such as standardization of measurements between different centers, and formulating guidelines for clinical use.

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Machine learning analysis of motor evoked potential time series to predict disability progression in multiple sclerosis. BMC Neurol 2020;20:105. [PMID: 32199461 PMCID: PMC7085864 DOI: 10.1186/s12883-020-01672-w] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2019] [Accepted: 03/02/2020] [Indexed: 11/25/2022] Open

Abstract

Background

Evoked potentials (EPs) are a measure of the conductivity of the central nervous system. They are used to monitor disease progression of multiple sclerosis patients. Previous studies only extracted a few variables from the EPs, which are often further condensed into a single variable: the EP score. We perform a machine learning analysis of motor EP that uses the whole time series, instead of a few variables, to predict disability progression after two years. Obtaining realistic performance estimates of this task has been difficult because of small data set sizes. We recently extracted a dataset of EPs from the Rehabiliation & MS Center in Overpelt, Belgium. Our data set is large enough to obtain, for the first time, a performance estimate on an independent test set containing different patients.

Methods

We extracted a large number of time series features from the motor EPs with the highly comparative time series analysis software package. Mutual information with the target and the Boruta method are used to find features which contain information not included in the features studied in the literature. We use random forests (RF) and logistic regression (LR) classifiers to predict disability progression after two years. Statistical significance of the performance increase when adding extra features is checked.

Results

Including extra time series features in motor EPs leads to a statistically significant improvement compared to using only the known features, although the effect is limited in magnitude (ΔAUC = 0.02 for RF and ΔAUC = 0.05 for LR). RF with extra time series features obtains the best performance (AUC = 0.75±0.07 (mean and standard deviation)), which is good considering the limited number of biomarkers in the model. RF (a nonlinear classifier) outperforms LR (a linear classifier).

Conclusions

Using machine learning methods on EPs shows promising predictive performance. Using additional EP time series features beyond those already in use leads to a modest increase in performance. Larger datasets, preferably multi-center, are needed for further research. Given a large enough dataset, these models may be used to support clinicians in their decision making process regarding future treatment.

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Phase-synchrony evaluation of EEG signals for Multiple Sclerosis diagnosis based on bivariate empirical mode decomposition during a visual task. Comput Biol Med 2019;117:103596. [PMID: 32072973 DOI: 10.1016/j.compbiomed.2019.103596] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2019] [Revised: 12/29/2019] [Accepted: 12/29/2019] [Indexed: 11/24/2022]

Hardmeier M, Jacques F, Albrecht P, Bousleiman H, Schindler C, Leocani L, Fuhr P. Multicentre assessment of motor and sensory evoked potentials in multiple sclerosis: reliability and implications for clinical trials. Mult Scler J Exp Transl Clin 2019;5:2055217319844796. [PMID: 31069107 PMCID: PMC6495443 DOI: 10.1177/2055217319844796] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Accepted: 03/23/2019] [Indexed: 12/31/2022] Open

Ulivelli M, Monti L, Ballerini M, Bartalini S, Cerase A, Cecconi F, Pizzirusso G, Bezzini D, Rossi A, Rossi S. Prospective study of clinical, neurophysiological and urodynamic findings in multiple sclerosis patients undergoing percutaneous transluminal venous angioplasty. Clin Neurophysiol 2018;130:138-144. [PMID: 30537671 DOI: 10.1016/j.clinph.2018.10.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2018] [Revised: 10/06/2018] [Accepted: 10/14/2018] [Indexed: 11/28/2022]

Abstract

OBJECTIVE

Verify whether Percutaneous Transluminal Angioplasty (PTA) may affect neural conduction properties in Multiple Sclerosis (MS) patients, thereby modifying patients' disability, with prospective neurophysiological, urodynamic, clinical and subjective well-being evaluations.

METHODS

In 55 out of 72 consecutively screened MS patients, the following procedures were carried out before (T0), at 2-6 months (T1) and at 6-15 months (T2) after a diagnostic phlebography, eventually followed by the PTA intervention if chronic cerebrospinal venous insufficiency (CCSVI) was diagnosed: clinical/objective evaluation (Expanded Disability Status Scale, EDSS), ratings of subjective well-being, evaluation of urodynamic functions and multimodal EPs (visual, acoustic, upper and lower limbs somatosensory and motor evoked potentials).

RESULTS

The number of dropouts was relatively high, and a complete set of neurophysiological and clinical data remained available for 37 patients (19 for urological investigations). The subjective well-being score significantly increased at T1 and returned close to basal values at T2, but their degree of objective disability did not change. Nevertheless, global EP-scores (indexing the impairment in conductivity of central pathways in multiple functional domains) significantly increased from T0 (7.9 ± 6.0) to T1 (9.2 ± 6.3) and from T0 to T2 (9.8 ± 6.3), but not from T1 and T2 (p > 0.05). Neurogenic urological lower tract dysfunctions slightly increased throughout the study.

CONCLUSIONS

The PTA intervention did not induce significant changes in disability in the present cohort of MS patients, in line with recent evidence of clinical inefficacy of this procedure.

SIGNIFICANCE

Absence of multimodal neurophysiological and functional testing changes in the first 15 months following PTA suggests that conduction properties of neural pathways are unaffected by PTA. Current findings suggest that the short-lived (2-6 months), post-PTA, beneficial effect on subjective well-being measures experienced by MS patients is likely related to a placebo effect.

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Peeters LM, Vanheusden M, Somers V, Van Wijmeersch B, Stinissen P, Broux B, Hellings N. Cytotoxic CD4+ T Cells Drive Multiple Sclerosis Progression. Front Immunol 2017;8:1160. [PMID: 28979263 PMCID: PMC5611397 DOI: 10.3389/fimmu.2017.01160] [Citation(s) in RCA: 59] [Impact Index Per Article: 8.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2017] [Accepted: 09/01/2017] [Indexed: 12/27/2022] Open

Abstract

Multiple sclerosis (MS) is the leading cause of chronic neurological disability in young adults. The clinical disease course of MS varies greatly between individuals, with some patients progressing much more rapidly than others, making prognosis almost impossible. We previously discovered that cytotoxic CD4+ T cells (CD4+ CTL), identified by the loss of CD28, are able to migrate to sites of inflammation and that they contribute to tissue damage. Furthermore, in an animal model for MS, we showed that these cells are correlated with inflammation, demyelination, and disability. Therefore, we hypothesize that CD4+ CTL drive progression of MS and have prognostic value. To support this hypothesis, we investigated whether CD4+ CTL are correlated with worse clinical outcome and evaluated the prognostic value of these cells in MS. To this end, the percentage of CD4+CD28null T cells was measured in the blood of 176 patients with relapsing-remitting MS (=baseline). Multimodal evoked potentials (EP) combining information on motoric, visual, and somatosensoric EP, as well as Kurtzke expanded disability status scale (EDSS) were used as outcome measurements at baseline and after 3 and 5 years. The baseline CD4+CD28null T cell percentage is associated with EP (P = 0.003, R2 = 0.28), indicating a link between these cells and disease severity. In addition, the baseline CD4+CD28null T cell percentage has a prognostic value since it is associated with EP after 3 years (P = 0.005, R2 = 0.29) and with EP and EDSS after 5 years (P = 0.008, R2 = 0.42 and P = 0.003, R2 = 0.27). To the best of our knowledge, this study provides the first direct link between the presence of CD4+ CTL and MS disease severity, as well as its prognostic value. Therefore, we further elaborate on two important research perspectives: 1° investigating strategies to block or reverse pathways in the formation of these cells resulting in new treatments that slow down MS disease progression, 2° including immunophenotyping in prediction modeling studies to aim for personalized medicine.

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