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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

Abdelhak, Ahmed and Barba, Lorenzo and Romoli, Michele and Benkert, Pascal and Conversi, Francesco and D'Anna, Lucio and Masvekar, Ruturaj R. and Bielekova, Bibiana and Prudencio, Mercedes and Petrucelli, Leonard and Meschia, James F. and Erben, Young and Furlan, Roberto and De Lorenzo, Rebecca and Mandelli, Alessandra and Sutter, Raoul and Hert, Lisa and Epple, Varenka and Marastoni, Damiano and Sellner, Johann and Steinacker, Petra and Aamodt, Anne Hege and Heggelund, Lars and Dyrhol-Riise, Anne Margarita and Virhammar, Johan and Fällmar, David and Rostami, Elham and Kumlien, Eva and Blennow, Kaj and Zetterberg, Henrik and Tumani, Hayrettin and Sacco, Simona and Green, Ari J. and Otto, Markus and Kuhle, Jens and Ornello, Raffaele and Foschi, Matteo and Abu-Rumeileh, Samir. (2023) 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. Journal of Neurology, 270 (7). pp. 3315-3328.

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Official URL: https://edoc.unibas.ch/95118/

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Abstract

To investigate the prognostic value of blood neurofilament light chain protein (NfL) levels in the acute phase of coronavirus disease 2019 (COVID-19).; 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.; 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.; 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.
Faculties and Departments:03 Faculty of Medicine
03 Faculty of Medicine > Bereich Medizinische Fächer (Klinik)
03 Faculty of Medicine > Departement Klinische Forschung > Bereich Medizinische Fächer (Klinik)
03 Faculty of Medicine > Bereich Medizinische Fächer (Klinik) > Intensivmedizin > Intensivmedizin (Marsch)
03 Faculty of Medicine > Departement Klinische Forschung > Bereich Medizinische Fächer (Klinik) > Intensivmedizin > Intensivmedizin (Marsch)
03 Faculty of Medicine > Bereich Medizinische Fächer (Klinik) > Neurologie
03 Faculty of Medicine > Departement Klinische Forschung > Bereich Medizinische Fächer (Klinik) > Neurologie
03 Faculty of Medicine > Departement Klinische Forschung
UniBasel Contributors:Sutter, Raoul Christian
Item Type:Article, refereed
Article Subtype:Research Article
Publisher:Springer
ISSN:0340-5354
e-ISSN:1432-1459
Note:Publication type according to Uni Basel Research Database: Journal article
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Last Modified:20 Sep 2023 09:14
Deposited On:20 Sep 2023 09:14

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