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NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: Serum NfL predicts relapse-free progression

BACKGROUND: Easily accessible biomarkers enabling the identification of those patients with multiple sclerosis (MS) who will accumulate irreversible disability in the long term are essential to guide early therapeutic decisions. We here examine the utility of serum neurofilament light chain (sNfL) f...

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Autores principales: Uphaus, Timo, Steffen, Falk, Muthuraman, Muthuraman, Ripfel, Nina, Fleischer, Vinzenz, Groppa, Sergiu, Ruck, Tobias, Meuth, Sven G., Pul, Refik, Kleinschnitz, Christoph, Ellwardt, Erik, Loos, Julia, Engel, Sinah, Zipp, Frauke, Bittner, Stefan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479646/
https://www.ncbi.nlm.nih.gov/pubmed/34571362
http://dx.doi.org/10.1016/j.ebiom.2021.103590
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author Uphaus, Timo
Steffen, Falk
Muthuraman, Muthuraman
Ripfel, Nina
Fleischer, Vinzenz
Groppa, Sergiu
Ruck, Tobias
Meuth, Sven G.
Pul, Refik
Kleinschnitz, Christoph
Ellwardt, Erik
Loos, Julia
Engel, Sinah
Zipp, Frauke
Bittner, Stefan
author_facet Uphaus, Timo
Steffen, Falk
Muthuraman, Muthuraman
Ripfel, Nina
Fleischer, Vinzenz
Groppa, Sergiu
Ruck, Tobias
Meuth, Sven G.
Pul, Refik
Kleinschnitz, Christoph
Ellwardt, Erik
Loos, Julia
Engel, Sinah
Zipp, Frauke
Bittner, Stefan
author_sort Uphaus, Timo
collection PubMed
description BACKGROUND: Easily accessible biomarkers enabling the identification of those patients with multiple sclerosis (MS) who will accumulate irreversible disability in the long term are essential to guide early therapeutic decisions. We here examine the utility of serum neurofilament light chain (sNfL) for forecasting relapse-free disability progression and conversion to secondary progressive MS (SPMS) in the prospective Neurofilamentandlongtermoutcome inMS (NaloMS) cohort. METHODS: The predictive ability of sNfL at Baseline and sNfL follow-up (FU)/ Baseline (BL) ratio with regard to disability progression was assessed within a development cohort (NaloMS, n=196 patients with relapsing-remitting MS (RRMS) or clinically isolated syndrome) and validated with an external independent cohort (Düsseldorf, Essen, n=204). Both relapse-free EDSS-progression (RFP: inflammatory-independent EDSS-increase 12 months prior to FU) and SPMS-transition (minimum EDSS-score of 3.0) were investigated. FINDINGS: During the study period, 17% (n=34) of NaloMS patients suffered from RFP and 14% (n=27) converted to SPMS at FU (validation cohort RFP n=42, SPMS-conversion n=24). sNfL at BL was increased in patients with RFP (10.8 pg/ml (interquartile range (IQR) 7.7-15.0) vs. 7.2 pg/ml (4.5-12.5), p<0.017). In a multivariable logistic regression model, increased sNfL levels at BL (Odds Ratio (OR) 1.02, 95% confidence interval (CI) 1.01-1.04, p=0.012) remained an independent risk factor for RFP and predicted individual RFP risk with an accuracy of 82% (NaloMS) and 83% (validation cohort) as revealed by support vector machine. In addition, the sNfL FU/BL ratio was increased in SPMS-converters (1.16 (0.89-1.70) vs. 0.96 (0.75-1.23), p=0.011). This was confirmed by a multivariable logistic regression model, as sNfL FU/BL ratio remained in the model (OR 1.476, 95%CI 1.078-2,019, p=0.015) and individual sNfL FU/BL ratios showed a predictive accuracy of 72% in NaloMS (63% in the validation cohort) as revealed by machine learning. INTERPRETATION: sNfL levels at baseline predict relapse-free disability progression in a prospective longitudinal cohort study 6 years later. While prediction was confirmed in an independent cohort, sNfL further discriminates patients with SPMS at follow-up and supports early identification of patients at risk for later SPMS conversion. FUNDING: This work was supported by the German Research Council (CRC-TR-128), Else Kröner Fresenius Foundation and Hertie-Stiftung.
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spelling pubmed-84796462021-10-06 NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: Serum NfL predicts relapse-free progression Uphaus, Timo Steffen, Falk Muthuraman, Muthuraman Ripfel, Nina Fleischer, Vinzenz Groppa, Sergiu Ruck, Tobias Meuth, Sven G. Pul, Refik Kleinschnitz, Christoph Ellwardt, Erik Loos, Julia Engel, Sinah Zipp, Frauke Bittner, Stefan EBioMedicine Research Paper BACKGROUND: Easily accessible biomarkers enabling the identification of those patients with multiple sclerosis (MS) who will accumulate irreversible disability in the long term are essential to guide early therapeutic decisions. We here examine the utility of serum neurofilament light chain (sNfL) for forecasting relapse-free disability progression and conversion to secondary progressive MS (SPMS) in the prospective Neurofilamentandlongtermoutcome inMS (NaloMS) cohort. METHODS: The predictive ability of sNfL at Baseline and sNfL follow-up (FU)/ Baseline (BL) ratio with regard to disability progression was assessed within a development cohort (NaloMS, n=196 patients with relapsing-remitting MS (RRMS) or clinically isolated syndrome) and validated with an external independent cohort (Düsseldorf, Essen, n=204). Both relapse-free EDSS-progression (RFP: inflammatory-independent EDSS-increase 12 months prior to FU) and SPMS-transition (minimum EDSS-score of 3.0) were investigated. FINDINGS: During the study period, 17% (n=34) of NaloMS patients suffered from RFP and 14% (n=27) converted to SPMS at FU (validation cohort RFP n=42, SPMS-conversion n=24). sNfL at BL was increased in patients with RFP (10.8 pg/ml (interquartile range (IQR) 7.7-15.0) vs. 7.2 pg/ml (4.5-12.5), p<0.017). In a multivariable logistic regression model, increased sNfL levels at BL (Odds Ratio (OR) 1.02, 95% confidence interval (CI) 1.01-1.04, p=0.012) remained an independent risk factor for RFP and predicted individual RFP risk with an accuracy of 82% (NaloMS) and 83% (validation cohort) as revealed by support vector machine. In addition, the sNfL FU/BL ratio was increased in SPMS-converters (1.16 (0.89-1.70) vs. 0.96 (0.75-1.23), p=0.011). This was confirmed by a multivariable logistic regression model, as sNfL FU/BL ratio remained in the model (OR 1.476, 95%CI 1.078-2,019, p=0.015) and individual sNfL FU/BL ratios showed a predictive accuracy of 72% in NaloMS (63% in the validation cohort) as revealed by machine learning. INTERPRETATION: sNfL levels at baseline predict relapse-free disability progression in a prospective longitudinal cohort study 6 years later. While prediction was confirmed in an independent cohort, sNfL further discriminates patients with SPMS at follow-up and supports early identification of patients at risk for later SPMS conversion. FUNDING: This work was supported by the German Research Council (CRC-TR-128), Else Kröner Fresenius Foundation and Hertie-Stiftung. Elsevier 2021-09-24 /pmc/articles/PMC8479646/ /pubmed/34571362 http://dx.doi.org/10.1016/j.ebiom.2021.103590 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Paper
Uphaus, Timo
Steffen, Falk
Muthuraman, Muthuraman
Ripfel, Nina
Fleischer, Vinzenz
Groppa, Sergiu
Ruck, Tobias
Meuth, Sven G.
Pul, Refik
Kleinschnitz, Christoph
Ellwardt, Erik
Loos, Julia
Engel, Sinah
Zipp, Frauke
Bittner, Stefan
NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: Serum NfL predicts relapse-free progression
title NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: Serum NfL predicts relapse-free progression
title_full NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: Serum NfL predicts relapse-free progression
title_fullStr NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: Serum NfL predicts relapse-free progression
title_full_unstemmed NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: Serum NfL predicts relapse-free progression
title_short NfL predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: Serum NfL predicts relapse-free progression
title_sort nfl predicts relapse-free progression in a longitudinal multiple sclerosis cohort study: serum nfl predicts relapse-free progression
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8479646/
https://www.ncbi.nlm.nih.gov/pubmed/34571362
http://dx.doi.org/10.1016/j.ebiom.2021.103590
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