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Prognostic performance of blood neurofilament light chain protein in hospitalized COVID-19 patients without major central nervous system manifestations: an individual participant data meta-analysis
BACKGROUND AND AIMS: To investigate the prognostic value of blood neurofilament light chain protein (NfL) levels in the acute phase of coronavirus disease 2019 (COVID-19). METHODS: We conducted an individual participant data (IPD) meta-analysis after screening on MEDLINE and Scopus to May 23rd 2022....
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10183689/ https://www.ncbi.nlm.nih.gov/pubmed/37184659 http://dx.doi.org/10.1007/s00415-023-11768-1 |
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author | Abdelhak, Ahmed Barba, Lorenzo Romoli, Michele Benkert, Pascal Conversi, Francesco D’Anna, Lucio Masvekar, Ruturaj R. Bielekova, Bibiana Prudencio, Mercedes Petrucelli, Leonard Meschia, James F. Erben, Young Furlan, Roberto De Lorenzo, Rebecca Mandelli, Alessandra Sutter, Raoul Hert, Lisa Epple, Varenka Marastoni, Damiano Sellner, Johann Steinacker, Petra Aamodt, Anne Hege Heggelund, Lars Dyrhol-Riise, Anne Margarita Virhammar, Johan Fällmar, David Rostami, Elham Kumlien, Eva Blennow, Kaj Zetterberg, Henrik Tumani, Hayrettin Sacco, Simona Green, Ari J. Otto, Markus Kuhle, Jens Ornello, Raffaele Foschi, Matteo Abu-Rumeileh, Samir |
author_facet | Abdelhak, Ahmed Barba, Lorenzo Romoli, Michele Benkert, Pascal Conversi, Francesco D’Anna, Lucio Masvekar, Ruturaj R. Bielekova, Bibiana Prudencio, Mercedes Petrucelli, Leonard Meschia, James F. Erben, Young Furlan, Roberto De Lorenzo, Rebecca Mandelli, Alessandra Sutter, Raoul Hert, Lisa Epple, Varenka Marastoni, Damiano Sellner, Johann Steinacker, Petra Aamodt, Anne Hege Heggelund, Lars Dyrhol-Riise, Anne Margarita Virhammar, Johan Fällmar, David Rostami, Elham Kumlien, Eva Blennow, Kaj Zetterberg, Henrik Tumani, Hayrettin Sacco, Simona Green, Ari J. Otto, Markus Kuhle, Jens Ornello, Raffaele Foschi, Matteo Abu-Rumeileh, Samir |
author_sort | Abdelhak, Ahmed |
collection | PubMed |
description | BACKGROUND AND AIMS: To investigate the prognostic value of blood neurofilament light chain protein (NfL) levels in the acute phase of coronavirus disease 2019 (COVID-19). METHODS: We conducted an individual participant data (IPD) meta-analysis after screening on MEDLINE and Scopus to May 23rd 2022. We included studies with hospitalized adult COVID-19 patients without major COVID-19-associated central nervous system (CNS) manifestations and with a measurement of blood NfL in the acute phase as well as data regarding at least one clinical outcome including intensive care unit (ICU) admission, need of mechanical ventilation (MV) and death. We derived the age-adjusted measures NfL Z scores and conducted mixed-effects modelling to test associations between NfL Z scores and other variables, encompassing clinical outcomes. Summary receiver operating characteristic curves (SROCs) were used to calculate the area under the curve (AUC) for blood NfL. RESULTS: We identified 382 records, of which 7 studies were included with a total of 669 hospitalized COVID-19 cases (mean age 66.2 ± 15.0 years, 68.1% males). Median NfL Z score at admission was elevated compared to the age-corrected reference population (2.37, IQR: 1.13–3.06, referring to 99th percentile in healthy controls). NfL Z scores were significantly associated with disease duration and severity. Higher NfL Z scores were associated with a higher likelihood of ICU admission, need of MV, and death. SROCs revealed AUCs of 0.74, 0.80 and 0.71 for mortality, need of MV and ICU admission, respectively. CONCLUSIONS: Blood NfL levels were elevated in the acute phase of COVID-19 patients without major CNS manifestations and associated with clinical severity and poor outcome. The marker might ameliorate the performance of prognostic multivariable algorithms in COVID-19. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00415-023-11768-1. |
format | Online Article Text |
id | pubmed-10183689 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-101836892023-05-16 Prognostic performance of blood neurofilament light chain protein in hospitalized COVID-19 patients without major central nervous system manifestations: an individual participant data meta-analysis Abdelhak, Ahmed Barba, Lorenzo Romoli, Michele Benkert, Pascal Conversi, Francesco D’Anna, Lucio Masvekar, Ruturaj R. Bielekova, Bibiana Prudencio, Mercedes Petrucelli, Leonard Meschia, James F. Erben, Young Furlan, Roberto De Lorenzo, Rebecca Mandelli, Alessandra Sutter, Raoul Hert, Lisa Epple, Varenka Marastoni, Damiano Sellner, Johann Steinacker, Petra Aamodt, Anne Hege Heggelund, Lars Dyrhol-Riise, Anne Margarita Virhammar, Johan Fällmar, David Rostami, Elham Kumlien, Eva Blennow, Kaj Zetterberg, Henrik Tumani, Hayrettin Sacco, Simona Green, Ari J. Otto, Markus Kuhle, Jens Ornello, Raffaele Foschi, Matteo Abu-Rumeileh, Samir J Neurol Original Communication BACKGROUND AND AIMS: To investigate the prognostic value of blood neurofilament light chain protein (NfL) levels in the acute phase of coronavirus disease 2019 (COVID-19). METHODS: We conducted an individual participant data (IPD) meta-analysis after screening on MEDLINE and Scopus to May 23rd 2022. We included studies with hospitalized adult COVID-19 patients without major COVID-19-associated central nervous system (CNS) manifestations and with a measurement of blood NfL in the acute phase as well as data regarding at least one clinical outcome including intensive care unit (ICU) admission, need of mechanical ventilation (MV) and death. We derived the age-adjusted measures NfL Z scores and conducted mixed-effects modelling to test associations between NfL Z scores and other variables, encompassing clinical outcomes. Summary receiver operating characteristic curves (SROCs) were used to calculate the area under the curve (AUC) for blood NfL. RESULTS: We identified 382 records, of which 7 studies were included with a total of 669 hospitalized COVID-19 cases (mean age 66.2 ± 15.0 years, 68.1% males). Median NfL Z score at admission was elevated compared to the age-corrected reference population (2.37, IQR: 1.13–3.06, referring to 99th percentile in healthy controls). NfL Z scores were significantly associated with disease duration and severity. Higher NfL Z scores were associated with a higher likelihood of ICU admission, need of MV, and death. SROCs revealed AUCs of 0.74, 0.80 and 0.71 for mortality, need of MV and ICU admission, respectively. CONCLUSIONS: Blood NfL levels were elevated in the acute phase of COVID-19 patients without major CNS manifestations and associated with clinical severity and poor outcome. The marker might ameliorate the performance of prognostic multivariable algorithms in COVID-19. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00415-023-11768-1. Springer Berlin Heidelberg 2023-05-15 2023 /pmc/articles/PMC10183689/ /pubmed/37184659 http://dx.doi.org/10.1007/s00415-023-11768-1 Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany 2023. Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law. This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Original Communication Abdelhak, Ahmed Barba, Lorenzo Romoli, Michele Benkert, Pascal Conversi, Francesco D’Anna, Lucio Masvekar, Ruturaj R. Bielekova, Bibiana Prudencio, Mercedes Petrucelli, Leonard Meschia, James F. Erben, Young Furlan, Roberto De Lorenzo, Rebecca Mandelli, Alessandra Sutter, Raoul Hert, Lisa Epple, Varenka Marastoni, Damiano Sellner, Johann Steinacker, Petra Aamodt, Anne Hege Heggelund, Lars Dyrhol-Riise, Anne Margarita Virhammar, Johan Fällmar, David Rostami, Elham Kumlien, Eva Blennow, Kaj Zetterberg, Henrik Tumani, Hayrettin Sacco, Simona Green, Ari J. Otto, Markus Kuhle, Jens Ornello, Raffaele Foschi, Matteo Abu-Rumeileh, Samir Prognostic performance of blood neurofilament light chain protein in hospitalized COVID-19 patients without major central nervous system manifestations: an individual participant data meta-analysis |
title | Prognostic performance of blood neurofilament light chain protein in hospitalized COVID-19 patients without major central nervous system manifestations: an individual participant data meta-analysis |
title_full | Prognostic performance of blood neurofilament light chain protein in hospitalized COVID-19 patients without major central nervous system manifestations: an individual participant data meta-analysis |
title_fullStr | Prognostic performance of blood neurofilament light chain protein in hospitalized COVID-19 patients without major central nervous system manifestations: an individual participant data meta-analysis |
title_full_unstemmed | Prognostic performance of blood neurofilament light chain protein in hospitalized COVID-19 patients without major central nervous system manifestations: an individual participant data meta-analysis |
title_short | Prognostic performance of blood neurofilament light chain protein in hospitalized COVID-19 patients without major central nervous system manifestations: an individual participant data meta-analysis |
title_sort | prognostic performance of blood neurofilament light chain protein in hospitalized covid-19 patients without major central nervous system manifestations: an individual participant data meta-analysis |
topic | Original Communication |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10183689/ https://www.ncbi.nlm.nih.gov/pubmed/37184659 http://dx.doi.org/10.1007/s00415-023-11768-1 |
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