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Serum neurofilament levels reflect outer retinal layer changes in multiple sclerosis
BACKGROUND: Serum neurofilament light chain (sNfL) and distinct intra-retinal layers are both promising biomarkers of neuro-axonal injury in multiple sclerosis (MS). We aimed to unravel the association of both markers in early MS, having identified that neurofilament has a distinct immunohistochemic...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8155762/ https://www.ncbi.nlm.nih.gov/pubmed/34104217 http://dx.doi.org/10.1177/17562864211003478 |
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author | Seitz, Caspar B. Steffen, Falk Muthuraman, Muthuraman Uphaus, Timo Krämer, Julia Meuth, Sven G. Albrecht, Philipp Groppa, Sergiu Zipp, Frauke Bittner, Stefan Fleischer, Vinzenz |
author_facet | Seitz, Caspar B. Steffen, Falk Muthuraman, Muthuraman Uphaus, Timo Krämer, Julia Meuth, Sven G. Albrecht, Philipp Groppa, Sergiu Zipp, Frauke Bittner, Stefan Fleischer, Vinzenz |
author_sort | Seitz, Caspar B. |
collection | PubMed |
description | BACKGROUND: Serum neurofilament light chain (sNfL) and distinct intra-retinal layers are both promising biomarkers of neuro-axonal injury in multiple sclerosis (MS). We aimed to unravel the association of both markers in early MS, having identified that neurofilament has a distinct immunohistochemical expression pattern among intra-retinal layers. METHODS: Three-dimensional (3D) spectral domain macular optical coherence tomography scans and sNfL levels were investigated in 156 early MS patients (female/male: 109/47, mean age: 33.3 ± 9.5 years, mean disease duration: 2.0 ± 3.3 years). Out of the whole cohort, 110 patients had no history of optic neuritis (NHON) and 46 patients had a previous history of optic neuritis (HON). In addition, a subgroup of patients (n = 38) was studied longitudinally over 2 years. Support vector machine analysis was applied to test a regression model for significant changes. RESULTS: In our cohort, HON patients had a thinner outer plexiform layer (OPL) volume compared to NHON patients (B = −0.016, SE = 0.006, p = 0.013). Higher sNfL levels were significantly associated with thinner OPL volumes in HON patients (B = −6.734, SE = 2.514, p = 0.011). This finding was corroborated in the longitudinal subanalysis by the association of higher sNfL levels with OPL atrophy (B = 5.974, SE = 2.420, p = 0.019). sNfL levels were 75.7% accurate at predicting OPL volume in the supervised machine learning. CONCLUSIONS: In summary, sNfL levels were a good predictor of future outer retinal thinning in MS. Changes within the neurofilament-rich OPL could be considered as an additional retinal marker linked to MS neurodegeneration. |
format | Online Article Text |
id | pubmed-8155762 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-81557622021-06-07 Serum neurofilament levels reflect outer retinal layer changes in multiple sclerosis Seitz, Caspar B. Steffen, Falk Muthuraman, Muthuraman Uphaus, Timo Krämer, Julia Meuth, Sven G. Albrecht, Philipp Groppa, Sergiu Zipp, Frauke Bittner, Stefan Fleischer, Vinzenz Ther Adv Neurol Disord Advances in Neuroimaging BACKGROUND: Serum neurofilament light chain (sNfL) and distinct intra-retinal layers are both promising biomarkers of neuro-axonal injury in multiple sclerosis (MS). We aimed to unravel the association of both markers in early MS, having identified that neurofilament has a distinct immunohistochemical expression pattern among intra-retinal layers. METHODS: Three-dimensional (3D) spectral domain macular optical coherence tomography scans and sNfL levels were investigated in 156 early MS patients (female/male: 109/47, mean age: 33.3 ± 9.5 years, mean disease duration: 2.0 ± 3.3 years). Out of the whole cohort, 110 patients had no history of optic neuritis (NHON) and 46 patients had a previous history of optic neuritis (HON). In addition, a subgroup of patients (n = 38) was studied longitudinally over 2 years. Support vector machine analysis was applied to test a regression model for significant changes. RESULTS: In our cohort, HON patients had a thinner outer plexiform layer (OPL) volume compared to NHON patients (B = −0.016, SE = 0.006, p = 0.013). Higher sNfL levels were significantly associated with thinner OPL volumes in HON patients (B = −6.734, SE = 2.514, p = 0.011). This finding was corroborated in the longitudinal subanalysis by the association of higher sNfL levels with OPL atrophy (B = 5.974, SE = 2.420, p = 0.019). sNfL levels were 75.7% accurate at predicting OPL volume in the supervised machine learning. CONCLUSIONS: In summary, sNfL levels were a good predictor of future outer retinal thinning in MS. Changes within the neurofilament-rich OPL could be considered as an additional retinal marker linked to MS neurodegeneration. SAGE Publications 2021-05-25 /pmc/articles/PMC8155762/ /pubmed/34104217 http://dx.doi.org/10.1177/17562864211003478 Text en © The Author(s), 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Advances in Neuroimaging Seitz, Caspar B. Steffen, Falk Muthuraman, Muthuraman Uphaus, Timo Krämer, Julia Meuth, Sven G. Albrecht, Philipp Groppa, Sergiu Zipp, Frauke Bittner, Stefan Fleischer, Vinzenz Serum neurofilament levels reflect outer retinal layer changes in multiple sclerosis |
title | Serum neurofilament levels reflect outer retinal layer changes in
multiple sclerosis |
title_full | Serum neurofilament levels reflect outer retinal layer changes in
multiple sclerosis |
title_fullStr | Serum neurofilament levels reflect outer retinal layer changes in
multiple sclerosis |
title_full_unstemmed | Serum neurofilament levels reflect outer retinal layer changes in
multiple sclerosis |
title_short | Serum neurofilament levels reflect outer retinal layer changes in
multiple sclerosis |
title_sort | serum neurofilament levels reflect outer retinal layer changes in
multiple sclerosis |
topic | Advances in Neuroimaging |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8155762/ https://www.ncbi.nlm.nih.gov/pubmed/34104217 http://dx.doi.org/10.1177/17562864211003478 |
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