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Open Access 27-03-2024 | Multiple Sclerosis | Original Communication

Matching proposed clinical and MRI criteria of aggressive multiple sclerosis to serum and cerebrospinal fluid markers of neuroaxonal and glial injury

Authors: Martin A. Schaller-Paule, Michelle Maiworm, Jan Hendrik Schäfer, Lucie Friedauer, Elke Hattingen, Katharina Johanna Wenger, Frank Weber, Jasmin Jakob, Falk Steffen, Stefan Bittner, Yavor Yalachkov, Christian Foerch

Published in: Journal of Neurology

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Abstract

Background

Definitions of aggressive MS employ clinical and MR imaging criteria to identify highly active, rapidly progressing disease courses. However, the degree of overlap between clinical and radiological parameters and biochemical markers of CNS injury is not fully understood. Aim of this cross-sectional study was to match clinical and MR imaging hallmarks of aggressive MS to serum/CSF markers of neuroaxonal and astroglial injury (neurofilament light chain (sNfL, cNfL), and glial fibrillary acidic protein (sGFAP, cGFAP)).

Methods

We recruited 77 patients with relapsing–remitting MS (RRMS) and 22 patients with clinically isolated syndrome. NfL and GFAP levels in serum and CSF were assessed using a single-molecule-array HD-1-analyzer. A general linear model with each biomarker as a dependent variable was computed. Clinical and imaging criteria of aggressive MS, as recently proposed by the ECTRIMS Consensus Group, were modeled as independent variables. Other demographic, clinical or laboratory parameters, were modeled as covariates. Analyses were repeated in a homogenous subgroup, consisting only of newly diagnosed, treatment-naïve RRMS patients presenting with an acute relapse.

Results

After adjusting for covariates and multiplicity of testing, sNfL and cNfL concentrations were strongly associated with the presence of ≥2 gadolinium-enhancing lesions (psNfL = 0.00008; pcNfL = 0.004) as well as the presence of infratentorial lesions on MRI (psNfL = 0.0003; pcNfL < 0.004). No other clinical and imaging criteria of aggressive MS correlated significantly with NfL or GFAP in serum and CSF. In the more homogeneous subgroup, sNfL still was associated with the presence of ≥2 gadolinium-enhancing lesions (psNfL = 0.001), presence of more than 20 T2-lesions (psNfL = 0.049) as well as the presence of infratentorial lesions on MRI (psNfL = 0.034), while cNfL was associated with the presence of ≥2 gadolinium-enhancing lesions (psNfL = 0.011) and presence of more than 20 T2-lesions (psNfL = 0.029).

Conclusions

Among proposed risk factors for an aggressive disease course, MRI findings but not clinical characteristics correlated with sNfL and cNfL as a marker of neuroaxonal injury and should be given appropriate weight considering MS prognosis and therapy. No significant correlation was detected for GFAP alone.
Literature
1.
go back to reference Lublin FD, Reingold SC, Cohen JA, Cutter GR, Sørensen PS, Thompson AJ, Wolinsky JS, Balcer LJ, Banwell B, Barkhof F, Bebo B, Calabresi PA, Clanet M, Comi G, Fox RJ, Freedman MS, Goodman AD, Inglese M, Kappos L, Kieseier BC, Lincoln JA, Lubetzki C, Miller AE, Montalban X, O’Connor PW, Petkau J, Pozzilli C, Rudick RA, Sormani MP, Stüve O, Waubant E, Polman CH (2014) Defining the clinical course of multiple sclerosis: the 2013 revisions. Neurology 83(3):278–286. https://doi.org/10.1212/WNL.0000000000000560CrossRefPubMedPubMedCentral Lublin FD, Reingold SC, Cohen JA, Cutter GR, Sørensen PS, Thompson AJ, Wolinsky JS, Balcer LJ, Banwell B, Barkhof F, Bebo B, Calabresi PA, Clanet M, Comi G, Fox RJ, Freedman MS, Goodman AD, Inglese M, Kappos L, Kieseier BC, Lincoln JA, Lubetzki C, Miller AE, Montalban X, O’Connor PW, Petkau J, Pozzilli C, Rudick RA, Sormani MP, Stüve O, Waubant E, Polman CH (2014) Defining the clinical course of multiple sclerosis: the 2013 revisions. Neurology 83(3):278–286. https://​doi.​org/​10.​1212/​WNL.​0000000000000560​CrossRefPubMedPubMedCentral
5.
go back to reference Thompson AJ, Banwell BL, Barkhof F, Carroll WM, Coetzee T, Comi G, Correale J, Fazekas F, Filippi M, Freedman MS, Fujihara K, Galetta SL, Hartung HP, Kappos L, Lublin FD, Marrie RA, Miller AE, Miller DH, Montalban X, Mowry EM, Sorensen PS, Tintoré M, Traboulsee AL, Trojano M, Uitdehaag BMJ, Vukusic S, Waubant E, Weinshenker BG, Reingold SC, Cohen JA (2018) Diagnosis of multiple sclerosis: 2017 revisions of the McDonald criteria. Lancet Neurol 17(2):162–173. https://doi.org/10.1016/S1474-4422(17)30470-2CrossRefPubMed Thompson AJ, Banwell BL, Barkhof F, Carroll WM, Coetzee T, Comi G, Correale J, Fazekas F, Filippi M, Freedman MS, Fujihara K, Galetta SL, Hartung HP, Kappos L, Lublin FD, Marrie RA, Miller AE, Miller DH, Montalban X, Mowry EM, Sorensen PS, Tintoré M, Traboulsee AL, Trojano M, Uitdehaag BMJ, Vukusic S, Waubant E, Weinshenker BG, Reingold SC, Cohen JA (2018) Diagnosis of multiple sclerosis: 2017 revisions of the McDonald criteria. Lancet Neurol 17(2):162–173. https://​doi.​org/​10.​1016/​S1474-4422(17)30470-2CrossRefPubMed
12.
go back to reference Malpas CB, Manouchehrinia A, Sharmin S, Roos I, Horakova D, Havrdova EK, Trojano M, Izquierdo G, Eichau S, Bergamaschi R, Sola P, Ferraro D, Lugaresi A, Prat A, Girard M, Duquette P, Grammond P, Grand’Maison F, Ozakbas S, Van Pesch V, Granella F, Hupperts R, Pucci E, Boz C, Iuliano G, Sidhom Y, Gouider R, Spitaleri D, Butzkueven H, Soysal A, Petersen T, Verheul F, Karabudak R, Turkoglu R, Ramo-Tello C, Terzi M, Cristiano E, Slee M, McCombe P, Macdonell R, Fragoso Y, Olascoaga J, Altintas A, Olsson T, Hillert J, Kalincik T (2019) Aggressive form of multiple sclerosis can be predicted early after disease onset. Mult Scler 25:605–607 Malpas CB, Manouchehrinia A, Sharmin S, Roos I, Horakova D, Havrdova EK, Trojano M, Izquierdo G, Eichau S, Bergamaschi R, Sola P, Ferraro D, Lugaresi A, Prat A, Girard M, Duquette P, Grammond P, Grand’Maison F, Ozakbas S, Van Pesch V, Granella F, Hupperts R, Pucci E, Boz C, Iuliano G, Sidhom Y, Gouider R, Spitaleri D, Butzkueven H, Soysal A, Petersen T, Verheul F, Karabudak R, Turkoglu R, Ramo-Tello C, Terzi M, Cristiano E, Slee M, McCombe P, Macdonell R, Fragoso Y, Olascoaga J, Altintas A, Olsson T, Hillert J, Kalincik T (2019) Aggressive form of multiple sclerosis can be predicted early after disease onset. Mult Scler 25:605–607
16.
go back to reference Jokubaitis VG, Spelman T, Kalincik T, Izquierdo G, Grand’Maison F, Duquette P, Girard M, Lugaresi A, Grammond P, Hupperts R, Cabrera-Gomez J, Oreja-Guevara C, Boz C, Giuliani G, Fernández-Bolaños R, Iuliano G, Lechner-Scott J, Verheul F, van Pesch V, Petkovska-Boskova T, Fiol M, Moore F, Cristiano E, Alroughani R, Bergamaschi R, Barnett M, Slee M, Vella N, Herbert J, Shaw C, Saladino ML, Amato MP, Liew D, Paolicelli D, Butzkueven H, Trojano M (2015) Predictors of disability worsening in clinically isolated syndrome. Ann Clin Transl Neurol 2(5):479–491. https://doi.org/10.1002/acn3.187CrossRefPubMedPubMedCentral Jokubaitis VG, Spelman T, Kalincik T, Izquierdo G, Grand’Maison F, Duquette P, Girard M, Lugaresi A, Grammond P, Hupperts R, Cabrera-Gomez J, Oreja-Guevara C, Boz C, Giuliani G, Fernández-Bolaños R, Iuliano G, Lechner-Scott J, Verheul F, van Pesch V, Petkovska-Boskova T, Fiol M, Moore F, Cristiano E, Alroughani R, Bergamaschi R, Barnett M, Slee M, Vella N, Herbert J, Shaw C, Saladino ML, Amato MP, Liew D, Paolicelli D, Butzkueven H, Trojano M (2015) Predictors of disability worsening in clinically isolated syndrome. Ann Clin Transl Neurol 2(5):479–491. https://​doi.​org/​10.​1002/​acn3.​187CrossRefPubMedPubMedCentral
17.
go back to reference Stewart T, Spelman T, Havrdova E, Horakova D, Trojano M, Izquierdo G, Duquette P, Girard M, Prat A, Lugaresi A, Grand’Maison F, Grammond P, Sola P, Shaygannejad V, Hupperts R, Alroughani R, Oreja-Guevara C, Pucci E, Boz C, Lechner-Scott J, Bergamaschi R, van Pesch V, Iuliano G, Ramo C, Taylor B, Slee M, Spitaleri D, Granella F, Verheul F, McCombe P, Hodgkinson S, Amato MP, Vucic S, Gray O, Cristiano E, Barnett M, Sanchez Menoyo JL, van Munster E, Saladino ML, Olascoaga J, Prevost J, Deri N, Shaw C, Singhal B, Moore F, Rozsa C, Shuey N, Skibina O, Kister I, Petkovska-Boskova T, Ampapa R, Kermode A, Butzkueven H, Jokubaitis V, Kalincik T (2017) Contribution of different relapse phenotypes to disability in multiple sclerosis. Mult Scler 23(2):266–276. https://doi.org/10.1177/1352458516643392CrossRefPubMed Stewart T, Spelman T, Havrdova E, Horakova D, Trojano M, Izquierdo G, Duquette P, Girard M, Prat A, Lugaresi A, Grand’Maison F, Grammond P, Sola P, Shaygannejad V, Hupperts R, Alroughani R, Oreja-Guevara C, Pucci E, Boz C, Lechner-Scott J, Bergamaschi R, van Pesch V, Iuliano G, Ramo C, Taylor B, Slee M, Spitaleri D, Granella F, Verheul F, McCombe P, Hodgkinson S, Amato MP, Vucic S, Gray O, Cristiano E, Barnett M, Sanchez Menoyo JL, van Munster E, Saladino ML, Olascoaga J, Prevost J, Deri N, Shaw C, Singhal B, Moore F, Rozsa C, Shuey N, Skibina O, Kister I, Petkovska-Boskova T, Ampapa R, Kermode A, Butzkueven H, Jokubaitis V, Kalincik T (2017) Contribution of different relapse phenotypes to disability in multiple sclerosis. Mult Scler 23(2):266–276. https://​doi.​org/​10.​1177/​1352458516643392​CrossRefPubMed
18.
go back to reference Tintore M, Arrambide G, Otero-Romero S, Carbonell-Mirabent P, Río J, Tur C, Comabella M, Nos C, Arévalo MJ, Anglada E, Menendez R, Midaglia L, Galán I, Vidal-Jordana A, Castilló J, Mulero P, Zabalza A, Rodríguez-Acevedo B, Rodriguez M, Espejo C, Sequeira J, Mitjana R, de Barros A, Pareto D, Auger C, Pérez-Hoyos S, Sastre-Garriga J, Rovira A, Montalban X (2020) The long-term outcomes of CIS patients in the Barcelona inception cohort: looking back to recognize aggressive MS. Mult Scler 26(13):1658–1669. https://doi.org/10.1177/1352458519877810CrossRefPubMed Tintore M, Arrambide G, Otero-Romero S, Carbonell-Mirabent P, Río J, Tur C, Comabella M, Nos C, Arévalo MJ, Anglada E, Menendez R, Midaglia L, Galán I, Vidal-Jordana A, Castilló J, Mulero P, Zabalza A, Rodríguez-Acevedo B, Rodriguez M, Espejo C, Sequeira J, Mitjana R, de Barros A, Pareto D, Auger C, Pérez-Hoyos S, Sastre-Garriga J, Rovira A, Montalban X (2020) The long-term outcomes of CIS patients in the Barcelona inception cohort: looking back to recognize aggressive MS. Mult Scler 26(13):1658–1669. https://​doi.​org/​10.​1177/​1352458519877810​CrossRefPubMed
21.
go back to reference Tintore M, Rovira À, Río J, Otero-Romero S, Arrambide G, Tur C, Comabella M, Nos C, Arévalo MJ, Negrotto L, Galán I, Vidal-Jordana A, Castilló J, Palavra F, Simon E, Mitjana R, Auger C, Sastre-Garriga J, Montalban X (2015) Defining high, medium and low impact prognostic factors for developing multiple sclerosis. Brain 138(Pt 7):1863–1874. https://doi.org/10.1093/brain/awv105CrossRefPubMed Tintore M, Rovira À, Río J, Otero-Romero S, Arrambide G, Tur C, Comabella M, Nos C, Arévalo MJ, Negrotto L, Galán I, Vidal-Jordana A, Castilló J, Palavra F, Simon E, Mitjana R, Auger C, Sastre-Garriga J, Montalban X (2015) Defining high, medium and low impact prognostic factors for developing multiple sclerosis. Brain 138(Pt 7):1863–1874. https://​doi.​org/​10.​1093/​brain/​awv105CrossRefPubMed
25.
go back to reference Arrambide G, Rovira A, Sastre-Garriga J, Tur C, Castilló J, Río J, Vidal-Jordana A, Galán I, Rodríguez-Acevedo B, Midaglia L, Nos C, Mulero P, Arévalo MJ, Comabella M, Huerga E, Auger C, Montalban X, Tintore M (2018) Spinal cord lesions: a modest contributor to diagnosis in clinically isolated syndromes but a relevant prognostic factor. Mult Scler 24(3):301–312. https://doi.org/10.1177/1352458517697830CrossRefPubMed Arrambide G, Rovira A, Sastre-Garriga J, Tur C, Castilló J, Río J, Vidal-Jordana A, Galán I, Rodríguez-Acevedo B, Midaglia L, Nos C, Mulero P, Arévalo MJ, Comabella M, Huerga E, Auger C, Montalban X, Tintore M (2018) Spinal cord lesions: a modest contributor to diagnosis in clinically isolated syndromes but a relevant prognostic factor. Mult Scler 24(3):301–312. https://​doi.​org/​10.​1177/​1352458517697830​CrossRefPubMed
29.
30.
go back to reference Schaefer JH, Schaller-Paule MA, Wenger K, Mayer C, Mann U, Bickert A, Steffen F, Bittner S, Yalachkov Y, Foerch C (2023) Relevance of dedicated multiple sclerosis serum biomarkers in predicting contrast enhancement with gadolinium: results from the REDUCE-GAD trial. Eur J Neurol 30(8):2393–2400. https://doi.org/10.1111/ene.15865CrossRefPubMed Schaefer JH, Schaller-Paule MA, Wenger K, Mayer C, Mann U, Bickert A, Steffen F, Bittner S, Yalachkov Y, Foerch C (2023) Relevance of dedicated multiple sclerosis serum biomarkers in predicting contrast enhancement with gadolinium: results from the REDUCE-GAD trial. Eur J Neurol 30(8):2393–2400. https://​doi.​org/​10.​1111/​ene.​15865CrossRefPubMed
31.
go back to reference Yalachkov Y, Anschütz V, Maiworm M, Jakob J, Schaller-Paule MA, Schäfer JH, Reiländer A, Friedauer L, Behrens M, Steffen F, Bittner S, Foerch C (2023) Serum and cerebrospinal fluid BDNF concentrations are associated with neurological and cognitive improvement in multiple sclerosis: a pilot study. Mult Scler Relat Disord 71:104567. https://doi.org/10.1016/j.msard.2023.104567CrossRefPubMed Yalachkov Y, Anschütz V, Maiworm M, Jakob J, Schaller-Paule MA, Schäfer JH, Reiländer A, Friedauer L, Behrens M, Steffen F, Bittner S, Foerch C (2023) Serum and cerebrospinal fluid BDNF concentrations are associated with neurological and cognitive improvement in multiple sclerosis: a pilot study. Mult Scler Relat Disord 71:104567. https://​doi.​org/​10.​1016/​j.​msard.​2023.​104567CrossRefPubMed
33.
go back to reference Yalachkov Y, Anschütz V, Jakob J, Schaller-Paule MA, Schäfer JH, Reiländer A, Friedauer L, Behrens M, Steffen F, Bittner S, Foerch C (2022) Brain-derived neurotrophic factor and neurofilament light chain in cerebrospinal fluid are inversely correlated with cognition in Multiple Sclerosis at the time of diagnosis. Mult Scler Relat Disord 63:103822. https://doi.org/10.1016/j.msard.2022.103822CrossRefPubMed Yalachkov Y, Anschütz V, Jakob J, Schaller-Paule MA, Schäfer JH, Reiländer A, Friedauer L, Behrens M, Steffen F, Bittner S, Foerch C (2022) Brain-derived neurotrophic factor and neurofilament light chain in cerebrospinal fluid are inversely correlated with cognition in Multiple Sclerosis at the time of diagnosis. Mult Scler Relat Disord 63:103822. https://​doi.​org/​10.​1016/​j.​msard.​2022.​103822CrossRefPubMed
35.
go back to reference Schaller-Paule MA, Yalachkov Y, Steinmetz H, Friedauer L, Hattingen E, Miesbach W, Weber F, Kirchmayr K, Schaefer JH, Foerch C (2022) Analysis of CSF D-Dimer to Identify intrathecal fibrin-driven autoimmunity in patients with multiple sclerosis. Neurol Neuroimmunol Neuroinflamm 9(3):e1150. https://doi.org/10.1212/NXI.0000000000001150 Schaller-Paule MA, Yalachkov Y, Steinmetz H, Friedauer L, Hattingen E, Miesbach W, Weber F, Kirchmayr K, Schaefer JH, Foerch C (2022) Analysis of CSF D-Dimer to Identify intrathecal fibrin-driven autoimmunity in patients with multiple sclerosis. Neurol Neuroimmunol Neuroinflamm 9(3):e1150. https://​doi.​org/​10.​1212/​NXI.​0000000000001150​
37.
go back to reference Monreal E, Fernández-Velasco JI, García-Sánchez MI, La Sainz de Maza S, Llufriu S, Álvarez-Lafuente R, Casanova B, Comabella M, Ramió-Torrentà L, Martínez-Rodríguez JE, Brieva L, Saiz A, Eichau S, Cabrera-Maqueda JM, Villarrubia N, Espiño M, Pérez-Miralles F, Montalbán X, Tintoré M, Quiroga-Varela A, Domínguez-Mozo MI, Rodríguez-Jorge F, Chico-García JL, Lourido D, Álvarez-Cermeño JC, Masjuan J, Costa-Frossard L, Villar LM (2023) Association of serum neurofilament light chain levels at disease onset with disability worsening in patients with a first demyelinating multiple sclerosis event not treated with high-efficacy drugs. JAMA Neurol 80(4):397–403. https://doi.org/10.1001/jamaneurol.2023.0010CrossRefPubMedPubMedCentral Monreal E, Fernández-Velasco JI, García-Sánchez MI, La Sainz de Maza S, Llufriu S, Álvarez-Lafuente R, Casanova B, Comabella M, Ramió-Torrentà L, Martínez-Rodríguez JE, Brieva L, Saiz A, Eichau S, Cabrera-Maqueda JM, Villarrubia N, Espiño M, Pérez-Miralles F, Montalbán X, Tintoré M, Quiroga-Varela A, Domínguez-Mozo MI, Rodríguez-Jorge F, Chico-García JL, Lourido D, Álvarez-Cermeño JC, Masjuan J, Costa-Frossard L, Villar LM (2023) Association of serum neurofilament light chain levels at disease onset with disability worsening in patients with a first demyelinating multiple sclerosis event not treated with high-efficacy drugs. JAMA Neurol 80(4):397–403. https://​doi.​org/​10.​1001/​jamaneurol.​2023.​0010CrossRefPubMedPubMedCentral
38.
go back to reference Meier S, Willemse EAJ, Schaedelin S, Oechtering J, Lorscheider J, Melie-Garcia L, Cagol A, Barakovic M, Galbusera R, Subramaniam S, Barro C, Abdelhak A, Thebault S, Achtnichts L, Lalive P, Müller S, Pot C, Salmen A, Disanto G, Zecca C, D’Souza M, Orleth A, Khalil M, Buchmann A, Du Pasquier R, Yaldizli Ö, Derfuss T, Berger K, Hermesdorf M, Wiendl H, Piehl F, Battaglini M, Fischer U, Kappos L, Gobbi C, Granziera C, Bridel C, Leppert D, Maleska Maceski A, Benkert P, Kuhle J (2023) Serum glial fibrillary acidic protein compared with neurofilament light chain as a biomarker for disease progression in multiple sclerosis. JAMA Neurol 80(3):287–297. https://doi.org/10.1001/jamaneurol.2022.5250CrossRefPubMedPubMedCentral Meier S, Willemse EAJ, Schaedelin S, Oechtering J, Lorscheider J, Melie-Garcia L, Cagol A, Barakovic M, Galbusera R, Subramaniam S, Barro C, Abdelhak A, Thebault S, Achtnichts L, Lalive P, Müller S, Pot C, Salmen A, Disanto G, Zecca C, D’Souza M, Orleth A, Khalil M, Buchmann A, Du Pasquier R, Yaldizli Ö, Derfuss T, Berger K, Hermesdorf M, Wiendl H, Piehl F, Battaglini M, Fischer U, Kappos L, Gobbi C, Granziera C, Bridel C, Leppert D, Maleska Maceski A, Benkert P, Kuhle J (2023) Serum glial fibrillary acidic protein compared with neurofilament light chain as a biomarker for disease progression in multiple sclerosis. JAMA Neurol 80(3):287–297. https://​doi.​org/​10.​1001/​jamaneurol.​2022.​5250CrossRefPubMedPubMedCentral
39.
go back to reference Benkert P, Meier S, Schaedelin S, Manouchehrinia A, Yaldizli Ö, Maceski A, Oechtering J, Achtnichts L, Conen D, Derfuss T, Lalive PH, Mueller C, Müller S, Naegelin Y, Oksenberg JR, Pot C, Salmen A, Willemse E, Kockum I, Blennow K, Zetterberg H, Gobbi C, Kappos L, Wiendl H, Berger K, Sormani MP, Granziera C, Piehl F, Leppert D, Kuhle J (2022) Serum neurofilament light chain for individual prognostication of disease activity in people with multiple sclerosis: a retrospective modelling and validation study. Lancet Neurol 21(3):246–257. https://doi.org/10.1016/S1474-4422(22)00009-6CrossRefPubMed Benkert P, Meier S, Schaedelin S, Manouchehrinia A, Yaldizli Ö, Maceski A, Oechtering J, Achtnichts L, Conen D, Derfuss T, Lalive PH, Mueller C, Müller S, Naegelin Y, Oksenberg JR, Pot C, Salmen A, Willemse E, Kockum I, Blennow K, Zetterberg H, Gobbi C, Kappos L, Wiendl H, Berger K, Sormani MP, Granziera C, Piehl F, Leppert D, Kuhle J (2022) Serum neurofilament light chain for individual prognostication of disease activity in people with multiple sclerosis: a retrospective modelling and validation study. Lancet Neurol 21(3):246–257. https://​doi.​org/​10.​1016/​S1474-4422(22)00009-6CrossRefPubMed
43.
go back to reference Barro C, Benkert P, Disanto G, Tsagkas C, Amann M, Naegelin Y, Leppert D, Gobbi C, Granziera C, Yaldizli Ö, Michalak Z, Wuerfel J, Kappos L, Parmar K, Kuhle J (2018) Serum neurofilament as a predictor of disease worsening and brain and spinal cord atrophy in multiple sclerosis. Brain 141(8):2382–2391. https://doi.org/10.1093/brain/awy154CrossRefPubMed Barro C, Benkert P, Disanto G, Tsagkas C, Amann M, Naegelin Y, Leppert D, Gobbi C, Granziera C, Yaldizli Ö, Michalak Z, Wuerfel J, Kappos L, Parmar K, Kuhle J (2018) Serum neurofilament as a predictor of disease worsening and brain and spinal cord atrophy in multiple sclerosis. Brain 141(8):2382–2391. https://​doi.​org/​10.​1093/​brain/​awy154CrossRefPubMed
50.
go back to reference Bittner S, Steffen F, Uphaus T, Muthuraman M, Fleischer V, Salmen A, Luessi F, Berthele A, Klotz L, Meuth SG, Bayas A, Paul F, Hartung H-P, Linker R, Heesen C, Stangel M, Wildemann B, Then Bergh F, Tackenberg B, Kuempfel T, Weber F, Zettl UK, Ziemann U, Tumani H, Groppa S, Mühlau M, Lukas C, Hemmer B, Wiendl H, Gold R, Zipp F (2020) Clinical implications of serum neurofilament in newly diagnosed MS patients: a longitudinal multicentre cohort study. EBioMedicine 56:102807. https://doi.org/10.1016/j.ebiom.2020.102807CrossRefPubMedPubMedCentral Bittner S, Steffen F, Uphaus T, Muthuraman M, Fleischer V, Salmen A, Luessi F, Berthele A, Klotz L, Meuth SG, Bayas A, Paul F, Hartung H-P, Linker R, Heesen C, Stangel M, Wildemann B, Then Bergh F, Tackenberg B, Kuempfel T, Weber F, Zettl UK, Ziemann U, Tumani H, Groppa S, Mühlau M, Lukas C, Hemmer B, Wiendl H, Gold R, Zipp F (2020) Clinical implications of serum neurofilament in newly diagnosed MS patients: a longitudinal multicentre cohort study. EBioMedicine 56:102807. https://​doi.​org/​10.​1016/​j.​ebiom.​2020.​102807CrossRefPubMedPubMedCentral
51.
go back to reference Cantó E, Barro C, Zhao C, Caillier SJ, Michalak Z, Bove R, Tomic D, Santaniello A, Häring DA, Hollenbach J, Henry RG, Cree BAC, Kappos L, Leppert D, Hauser SL, Benkert P, Oksenberg JR, Kuhle J (2019) Association Between Serum Neurofilament Light Chain Levels and Long-term Disease Course Among Patients With Multiple Sclerosis Followed up for 12 Years. JAMA Neurol 76(11):1359–1366. https://doi.org/10.1001/jamaneurol.2019.2137CrossRefPubMedPubMedCentral Cantó E, Barro C, Zhao C, Caillier SJ, Michalak Z, Bove R, Tomic D, Santaniello A, Häring DA, Hollenbach J, Henry RG, Cree BAC, Kappos L, Leppert D, Hauser SL, Benkert P, Oksenberg JR, Kuhle J (2019) Association Between Serum Neurofilament Light Chain Levels and Long-term Disease Course Among Patients With Multiple Sclerosis Followed up for 12 Years. JAMA Neurol 76(11):1359–1366. https://​doi.​org/​10.​1001/​jamaneurol.​2019.​2137CrossRefPubMedPubMedCentral
68.
go back to reference Heimfarth, L., Passos, F.R.S., Monteiro, B.S., Araújo, Adriano Antunes de Souza, Quintans Júnior, L.J., Quintans, Jullyana de Souza Siqueira: Serum glial fibrillary acidic protein is a body fluid biomarker: a valuable prognostic for neurological disease—a systematic review. International Immunopharmacology 107, 108624 (2022). doi: https://doi.org/10.1016/j.intimp.2022.108624 Heimfarth, L., Passos, F.R.S., Monteiro, B.S., Araújo, Adriano Antunes de Souza, Quintans Júnior, L.J., Quintans, Jullyana de Souza Siqueira: Serum glial fibrillary acidic protein is a body fluid biomarker: a valuable prognostic for neurological disease—a systematic review. International Immunopharmacology 107, 108624 (2022). doi: https://​doi.​org/​10.​1016/​j.​intimp.​2022.​108624
70.
73.
go back to reference Abdelhak A, Benkert P, Schaedelin S, Boscardin WJ, Cordano C, Oechtering J, Ananth K, Granziera C, Melie-Garcia L, Montes SC, Beaudry-Richard A, Achtnichts L, Oertel FC, Lalive PH, Leppert D, Müller S, Henry RG, Pot C, Matthias A, Salmen A, Oksenberg JR, Disanto G, Zecca C, D’Souza M, Du Pasquier R, Bridel C, Gobbi C, Kappos L, Hauser SL, Cree BAC, Kuhle J, Green AJ (2023) Neurofilament Light Chain Elevation and Disability Progression in Multiple Sclerosis. JAMA Neurol 80(12):1317–1325. https://doi.org/10.1001/jamaneurol.2023.3997CrossRefPubMed Abdelhak A, Benkert P, Schaedelin S, Boscardin WJ, Cordano C, Oechtering J, Ananth K, Granziera C, Melie-Garcia L, Montes SC, Beaudry-Richard A, Achtnichts L, Oertel FC, Lalive PH, Leppert D, Müller S, Henry RG, Pot C, Matthias A, Salmen A, Oksenberg JR, Disanto G, Zecca C, D’Souza M, Du Pasquier R, Bridel C, Gobbi C, Kappos L, Hauser SL, Cree BAC, Kuhle J, Green AJ (2023) Neurofilament Light Chain Elevation and Disability Progression in Multiple Sclerosis. JAMA Neurol 80(12):1317–1325. https://​doi.​org/​10.​1001/​jamaneurol.​2023.​3997CrossRefPubMed
Metadata
Title
Matching proposed clinical and MRI criteria of aggressive multiple sclerosis to serum and cerebrospinal fluid markers of neuroaxonal and glial injury
Authors
Martin A. Schaller-Paule
Michelle Maiworm
Jan Hendrik Schäfer
Lucie Friedauer
Elke Hattingen
Katharina Johanna Wenger
Frank Weber
Jasmin Jakob
Falk Steffen
Stefan Bittner
Yavor Yalachkov
Christian Foerch
Publication date
27-03-2024
Publisher
Springer Berlin Heidelberg
Published in
Journal of Neurology
Print ISSN: 0340-5354
Electronic ISSN: 1432-1459
DOI
https://doi.org/10.1007/s00415-024-12299-z