Cargando…
Real-world applicability of glial fibrillary acidic protein and neurofilament light chain in Alzheimer’s disease
Background: Blood-based biomarkers may add a great benefit in detecting the earliest neuropathological changes in patients with Alzheimer’s disease (AD). We examined the utility of neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) regarding clinical diagnosis and differentia...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9441692/ https://www.ncbi.nlm.nih.gov/pubmed/36072480 http://dx.doi.org/10.3389/fnagi.2022.887498 |
_version_ | 1784782638943305728 |
---|---|
author | Parvizi, Tandis König, Theresa Wurm, Raphael Silvaieh, Sara Altmann, Patrick Klotz, Sigrid Rommer, Paulus Stefan Furtner, Julia Regelsberger, Günther Lehrner, Johann Traub-Weidinger, Tatjana Gelpi, Ellen Stögmann, Elisabeth |
author_facet | Parvizi, Tandis König, Theresa Wurm, Raphael Silvaieh, Sara Altmann, Patrick Klotz, Sigrid Rommer, Paulus Stefan Furtner, Julia Regelsberger, Günther Lehrner, Johann Traub-Weidinger, Tatjana Gelpi, Ellen Stögmann, Elisabeth |
author_sort | Parvizi, Tandis |
collection | PubMed |
description | Background: Blood-based biomarkers may add a great benefit in detecting the earliest neuropathological changes in patients with Alzheimer’s disease (AD). We examined the utility of neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) regarding clinical diagnosis and differentiation between amyloid positive and negative patients. To evaluate the practical application of these biomarkers in a routine clinical setting, we conducted this study in a heterogeneous memory-clinic population. Methods: We included 167 patients in this retrospective cross-sectional study, 123 patients with an objective cognitive decline [mild cognitive impairment (MCI) due to AD, n = 63, and AD-dementia, n = 60] and 44 age-matched healthy controls (HC). Cerebrospinal fluid (CSF) and plasma concentrations of NfL and GFAP were measured with single molecule array (SIMOA(®)) technology using the Neurology 2-Plex B kit from Quanterix. To assess the discriminatory potential of different biomarkers, age- and sex-adjusted receiver operating characteristic (ROC) curves were calculated and the area under the curve (AUC) of each model was compared. Results: We constructed a panel combining plasma NfL and GFAP with known AD risk factors (Combination panel: age+sex+APOE4+GFAP+NfL). With an AUC of 91.6% (95%CI = 0.85–0.98) for HC vs. AD and 81.7% (95%CI = 0.73–0.90) for HC vs. MCI as well as an AUC of 87.5% (95%CI = 0.73–0.96) in terms of predicting amyloid positivity, this panel showed a promising discriminatory power to differentiate these populations. Conclusion: The combination of plasma GFAP and NfL with well-established risk factors discerns amyloid positive from negative patients and could potentially be applied to identify patients who would benefit from a more invasive assessment of amyloid pathology. In the future, improved prediction of amyloid positivity with a noninvasive test may decrease the number and costs of a more invasive or expensive diagnostic approach. |
format | Online Article Text |
id | pubmed-9441692 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-94416922022-09-06 Real-world applicability of glial fibrillary acidic protein and neurofilament light chain in Alzheimer’s disease Parvizi, Tandis König, Theresa Wurm, Raphael Silvaieh, Sara Altmann, Patrick Klotz, Sigrid Rommer, Paulus Stefan Furtner, Julia Regelsberger, Günther Lehrner, Johann Traub-Weidinger, Tatjana Gelpi, Ellen Stögmann, Elisabeth Front Aging Neurosci Aging Neuroscience Background: Blood-based biomarkers may add a great benefit in detecting the earliest neuropathological changes in patients with Alzheimer’s disease (AD). We examined the utility of neurofilament light chain (NfL) and glial fibrillary acidic protein (GFAP) regarding clinical diagnosis and differentiation between amyloid positive and negative patients. To evaluate the practical application of these biomarkers in a routine clinical setting, we conducted this study in a heterogeneous memory-clinic population. Methods: We included 167 patients in this retrospective cross-sectional study, 123 patients with an objective cognitive decline [mild cognitive impairment (MCI) due to AD, n = 63, and AD-dementia, n = 60] and 44 age-matched healthy controls (HC). Cerebrospinal fluid (CSF) and plasma concentrations of NfL and GFAP were measured with single molecule array (SIMOA(®)) technology using the Neurology 2-Plex B kit from Quanterix. To assess the discriminatory potential of different biomarkers, age- and sex-adjusted receiver operating characteristic (ROC) curves were calculated and the area under the curve (AUC) of each model was compared. Results: We constructed a panel combining plasma NfL and GFAP with known AD risk factors (Combination panel: age+sex+APOE4+GFAP+NfL). With an AUC of 91.6% (95%CI = 0.85–0.98) for HC vs. AD and 81.7% (95%CI = 0.73–0.90) for HC vs. MCI as well as an AUC of 87.5% (95%CI = 0.73–0.96) in terms of predicting amyloid positivity, this panel showed a promising discriminatory power to differentiate these populations. Conclusion: The combination of plasma GFAP and NfL with well-established risk factors discerns amyloid positive from negative patients and could potentially be applied to identify patients who would benefit from a more invasive assessment of amyloid pathology. In the future, improved prediction of amyloid positivity with a noninvasive test may decrease the number and costs of a more invasive or expensive diagnostic approach. Frontiers Media S.A. 2022-08-22 /pmc/articles/PMC9441692/ /pubmed/36072480 http://dx.doi.org/10.3389/fnagi.2022.887498 Text en Copyright © 2022 Parvizi, König, Wurm, Silvaieh, Altmann, Klotz, Rommer, Furtner, Regelsberger, Lehrner, Traub- Weidinger, Gelpi and Stögmann. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Aging Neuroscience Parvizi, Tandis König, Theresa Wurm, Raphael Silvaieh, Sara Altmann, Patrick Klotz, Sigrid Rommer, Paulus Stefan Furtner, Julia Regelsberger, Günther Lehrner, Johann Traub-Weidinger, Tatjana Gelpi, Ellen Stögmann, Elisabeth Real-world applicability of glial fibrillary acidic protein and neurofilament light chain in Alzheimer’s disease |
title | Real-world applicability of glial fibrillary acidic protein and neurofilament light chain in Alzheimer’s disease |
title_full | Real-world applicability of glial fibrillary acidic protein and neurofilament light chain in Alzheimer’s disease |
title_fullStr | Real-world applicability of glial fibrillary acidic protein and neurofilament light chain in Alzheimer’s disease |
title_full_unstemmed | Real-world applicability of glial fibrillary acidic protein and neurofilament light chain in Alzheimer’s disease |
title_short | Real-world applicability of glial fibrillary acidic protein and neurofilament light chain in Alzheimer’s disease |
title_sort | real-world applicability of glial fibrillary acidic protein and neurofilament light chain in alzheimer’s disease |
topic | Aging Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9441692/ https://www.ncbi.nlm.nih.gov/pubmed/36072480 http://dx.doi.org/10.3389/fnagi.2022.887498 |
work_keys_str_mv | AT parvizitandis realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT konigtheresa realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT wurmraphael realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT silvaiehsara realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT altmannpatrick realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT klotzsigrid realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT rommerpaulusstefan realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT furtnerjulia realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT regelsbergergunther realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT lehrnerjohann realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT traubweidingertatjana realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT gelpiellen realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease AT stogmannelisabeth realworldapplicabilityofglialfibrillaryacidicproteinandneurofilamentlightchaininalzheimersdisease |