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The brain reacting to COVID-19: analysis of the cerebrospinal fluid proteome, RNA and inflammation

Patients with COVID-19 can have a variety of neurological symptoms, but the active involvement of central nervous system (CNS) in COVID-19 remains unclear. While routine cerebrospinal fluid (CSF) analyses in patients with neurological manifestations of COVID-19 generally show no or only mild inflamm...

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Published in:Journal of neuroinflammation 2023-02, Vol.20 (1), p.30-16, Article 30
Main Authors: Reinhold, Dirk, Farztdinov, Vadim, Yan, Yan, Meisel, Christian, Sadlowski, Henrik, Kühn, Joachim, Perschel, Frank H, Endres, Matthias, Düzel, Emrah, Vielhaber, Stefan, Guttek, Karina, Goihl, Alexander, Venø, Morten, Teegen, Bianca, Stöcker, Winfried, Stubbemann, Paula, Kurth, Florian, Sander, Leif E, Ralser, Markus, Otto, Carolin, Streit, Simon, Jarius, Sven, Ruprecht, Klemens, Radbruch, Helena, Kjems, Jørgen, Mülleder, Michael, Heppner, Frank, Körtvelyessy, Peter
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cited_by cdi_FETCH-LOGICAL-c524t-1667a4d91904ecbd404ed8530825f68717b31ec93156567f16cfe6b6af8450313
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container_issue 1
container_start_page 30
container_title Journal of neuroinflammation
container_volume 20
creator Reinhold, Dirk
Farztdinov, Vadim
Yan, Yan
Meisel, Christian
Sadlowski, Henrik
Kühn, Joachim
Perschel, Frank H
Endres, Matthias
Düzel, Emrah
Vielhaber, Stefan
Guttek, Karina
Goihl, Alexander
Venø, Morten
Teegen, Bianca
Stöcker, Winfried
Stubbemann, Paula
Kurth, Florian
Sander, Leif E
Ralser, Markus
Otto, Carolin
Streit, Simon
Jarius, Sven
Ruprecht, Klemens
Radbruch, Helena
Kjems, Jørgen
Mülleder, Michael
Heppner, Frank
Körtvelyessy, Peter
description Patients with COVID-19 can have a variety of neurological symptoms, but the active involvement of central nervous system (CNS) in COVID-19 remains unclear. While routine cerebrospinal fluid (CSF) analyses in patients with neurological manifestations of COVID-19 generally show no or only mild inflammation, more detailed data on inflammatory mediators in the CSF of patients with COVID-19 are scarce. We studied the inflammatory response in paired CSF and serum samples of patients with COVID-19 (n = 38). Patients with herpes simplex virus encephalitis (HSVE, n = 10) and patients with non-inflammatory, non-neurodegenerative neurological diseases (n = 28) served as controls. We used proteomics, enzyme-linked immunoassays, and semiquantitative cytokine arrays to characterize inflammatory proteins. Autoantibody screening was performed with cell-based assays and native tissue staining. RNA sequencing of long-non-coding RNA and circular RNA was done to study the transcriptome. Proteomics on single protein level and subsequent pathway analysis showed similar yet strongly attenuated inflammatory changes in the CSF of COVID-19 patients compared to HSVE patients with, e.g., downregulation of the apolipoproteins and extracellular matrix proteins. Protein upregulation of the complement system, the serpin proteins pathways, and other proteins including glycoproteins alpha-2 and alpha-1 acid. Importantly, calculation of interleukin-6, interleukin-16, and CXCL10 CSF/serum indices suggest that these inflammatory mediators reach the CSF from the systemic circulation, rather than being produced within the CNS. Antibody screening revealed no pathological levels of known neuronal autoantibodies. When stratifying COVID-19 patients into those with and without bacterial superinfection as indicated by elevated procalcitonin levels, inflammatory markers were significantly (p 
doi_str_mv 10.1186/s12974-023-02711-2
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While routine cerebrospinal fluid (CSF) analyses in patients with neurological manifestations of COVID-19 generally show no or only mild inflammation, more detailed data on inflammatory mediators in the CSF of patients with COVID-19 are scarce. We studied the inflammatory response in paired CSF and serum samples of patients with COVID-19 (n = 38). Patients with herpes simplex virus encephalitis (HSVE, n = 10) and patients with non-inflammatory, non-neurodegenerative neurological diseases (n = 28) served as controls. We used proteomics, enzyme-linked immunoassays, and semiquantitative cytokine arrays to characterize inflammatory proteins. Autoantibody screening was performed with cell-based assays and native tissue staining. RNA sequencing of long-non-coding RNA and circular RNA was done to study the transcriptome. Proteomics on single protein level and subsequent pathway analysis showed similar yet strongly attenuated inflammatory changes in the CSF of COVID-19 patients compared to HSVE patients with, e.g., downregulation of the apolipoproteins and extracellular matrix proteins. Protein upregulation of the complement system, the serpin proteins pathways, and other proteins including glycoproteins alpha-2 and alpha-1 acid. Importantly, calculation of interleukin-6, interleukin-16, and CXCL10 CSF/serum indices suggest that these inflammatory mediators reach the CSF from the systemic circulation, rather than being produced within the CNS. Antibody screening revealed no pathological levels of known neuronal autoantibodies. When stratifying COVID-19 patients into those with and without bacterial superinfection as indicated by elevated procalcitonin levels, inflammatory markers were significantly (p &lt; 0.01) higher in those with bacterial superinfection. RNA sequencing in the CSF revealed 101 linear RNAs comprising messenger RNAs, and two circRNAs being significantly differentially expressed in COVID-19 than in non-neuroinflammatory controls and neurodegenerative patients. Our findings may explain the absence of signs of intrathecal inflammation upon routine CSF testing despite the presence of SARS-CoV2 infection-associated neurological symptoms. 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Proteomics on single protein level and subsequent pathway analysis showed similar yet strongly attenuated inflammatory changes in the CSF of COVID-19 patients compared to HSVE patients with, e.g., downregulation of the apolipoproteins and extracellular matrix proteins. Protein upregulation of the complement system, the serpin proteins pathways, and other proteins including glycoproteins alpha-2 and alpha-1 acid. Importantly, calculation of interleukin-6, interleukin-16, and CXCL10 CSF/serum indices suggest that these inflammatory mediators reach the CSF from the systemic circulation, rather than being produced within the CNS. Antibody screening revealed no pathological levels of known neuronal autoantibodies. When stratifying COVID-19 patients into those with and without bacterial superinfection as indicated by elevated procalcitonin levels, inflammatory markers were significantly (p &lt; 0.01) higher in those with bacterial superinfection. RNA sequencing in the CSF revealed 101 linear RNAs comprising messenger RNAs, and two circRNAs being significantly differentially expressed in COVID-19 than in non-neuroinflammatory controls and neurodegenerative patients. Our findings may explain the absence of signs of intrathecal inflammation upon routine CSF testing despite the presence of SARS-CoV2 infection-associated neurological symptoms. 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Farztdinov, Vadim ; Yan, Yan ; Meisel, Christian ; Sadlowski, Henrik ; Kühn, Joachim ; Perschel, Frank H ; Endres, Matthias ; Düzel, Emrah ; Vielhaber, Stefan ; Guttek, Karina ; Goihl, Alexander ; Venø, Morten ; Teegen, Bianca ; Stöcker, Winfried ; Stubbemann, Paula ; Kurth, Florian ; Sander, Leif E ; Ralser, Markus ; Otto, Carolin ; Streit, Simon ; Jarius, Sven ; Ruprecht, Klemens ; Radbruch, Helena ; Kjems, Jørgen ; Mülleder, Michael ; Heppner, Frank ; Körtvelyessy, Peter</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c524t-1667a4d91904ecbd404ed8530825f68717b31ec93156567f16cfe6b6af8450313</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2023</creationdate><topic>Analysis</topic><topic>Antibodies</topic><topic>Apolipoproteins</topic><topic>Autoantibodies</topic><topic>Blood</topic><topic>Brain - metabolism</topic><topic>Care and treatment</topic><topic>Central nervous system</topic><topic>Cerebrospinal fluid</topic><topic>Circular RNA</topic><topic>Complement system</topic><topic>Coronaviruses</topic><topic>COVID-19</topic><topic>CXCL10 protein</topic><topic>Cytokines</topic><topic>Diagnosis</topic><topic>Diagnostic tests</topic><topic>Encephalitis</topic><topic>Encephalitis, Herpes Simplex - cerebrospinal fluid</topic><topic>Ethics</topic><topic>Extracellular matrix</topic><topic>Glycoproteins</topic><topic>Herpes simplex</topic><topic>Humans</topic><topic>Immunology</topic><topic>Infections</topic><topic>Inflammation</topic><topic>Inflammation - metabolism</topic><topic>Inflammation Mediators - metabolism</topic><topic>Interleukin 16</topic><topic>Interleukin 6</topic><topic>Laboratories</topic><topic>Meningitis</topic><topic>Neuroinflammation</topic><topic>Neurologic manifestations of general diseases</topic><topic>Neurological diseases</topic><topic>Non-coding RNA</topic><topic>Patients</topic><topic>Prevention</topic><topic>Procalcitonin</topic><topic>Progranulin</topic><topic>Proteome - metabolism</topic><topic>Proteomes</topic><topic>Proteomics</topic><topic>Risk factors</topic><topic>RNA</topic><topic>RNA sequencing</topic><topic>RNA, Viral - metabolism</topic><topic>SARS-CoV-2</topic><topic>Severe acute respiratory syndrome coronavirus 2</topic><topic>Superinfection</topic><topic>Superinfection - metabolism</topic><topic>Testing</topic><topic>Transcriptomes</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Reinhold, Dirk</creatorcontrib><creatorcontrib>Farztdinov, Vadim</creatorcontrib><creatorcontrib>Yan, Yan</creatorcontrib><creatorcontrib>Meisel, Christian</creatorcontrib><creatorcontrib>Sadlowski, Henrik</creatorcontrib><creatorcontrib>Kühn, Joachim</creatorcontrib><creatorcontrib>Perschel, Frank H</creatorcontrib><creatorcontrib>Endres, Matthias</creatorcontrib><creatorcontrib>Düzel, Emrah</creatorcontrib><creatorcontrib>Vielhaber, Stefan</creatorcontrib><creatorcontrib>Guttek, Karina</creatorcontrib><creatorcontrib>Goihl, Alexander</creatorcontrib><creatorcontrib>Venø, Morten</creatorcontrib><creatorcontrib>Teegen, Bianca</creatorcontrib><creatorcontrib>Stöcker, Winfried</creatorcontrib><creatorcontrib>Stubbemann, Paula</creatorcontrib><creatorcontrib>Kurth, Florian</creatorcontrib><creatorcontrib>Sander, Leif E</creatorcontrib><creatorcontrib>Ralser, Markus</creatorcontrib><creatorcontrib>Otto, Carolin</creatorcontrib><creatorcontrib>Streit, Simon</creatorcontrib><creatorcontrib>Jarius, Sven</creatorcontrib><creatorcontrib>Ruprecht, Klemens</creatorcontrib><creatorcontrib>Radbruch, Helena</creatorcontrib><creatorcontrib>Kjems, Jørgen</creatorcontrib><creatorcontrib>Mülleder, Michael</creatorcontrib><creatorcontrib>Heppner, Frank</creatorcontrib><creatorcontrib>Körtvelyessy, Peter</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Immunology Abstracts</collection><collection>Neurosciences Abstracts</collection><collection>Health &amp; 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Medical Research Collection</collection><collection>ProQuest One Academic Middle East (New)</collection><collection>ProQuest One Health &amp; Nursing</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central China</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><collection>DOAJ Directory of Open Access Journals</collection><jtitle>Journal of neuroinflammation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Reinhold, Dirk</au><au>Farztdinov, Vadim</au><au>Yan, Yan</au><au>Meisel, Christian</au><au>Sadlowski, Henrik</au><au>Kühn, Joachim</au><au>Perschel, Frank H</au><au>Endres, Matthias</au><au>Düzel, Emrah</au><au>Vielhaber, Stefan</au><au>Guttek, Karina</au><au>Goihl, Alexander</au><au>Venø, Morten</au><au>Teegen, Bianca</au><au>Stöcker, Winfried</au><au>Stubbemann, Paula</au><au>Kurth, Florian</au><au>Sander, Leif E</au><au>Ralser, Markus</au><au>Otto, Carolin</au><au>Streit, Simon</au><au>Jarius, Sven</au><au>Ruprecht, Klemens</au><au>Radbruch, Helena</au><au>Kjems, Jørgen</au><au>Mülleder, Michael</au><au>Heppner, Frank</au><au>Körtvelyessy, Peter</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>The brain reacting to COVID-19: analysis of the cerebrospinal fluid proteome, RNA and inflammation</atitle><jtitle>Journal of neuroinflammation</jtitle><addtitle>J Neuroinflammation</addtitle><date>2023-02-09</date><risdate>2023</risdate><volume>20</volume><issue>1</issue><spage>30</spage><epage>16</epage><pages>30-16</pages><artnum>30</artnum><issn>1742-2094</issn><eissn>1742-2094</eissn><abstract>Patients with COVID-19 can have a variety of neurological symptoms, but the active involvement of central nervous system (CNS) in COVID-19 remains unclear. While routine cerebrospinal fluid (CSF) analyses in patients with neurological manifestations of COVID-19 generally show no or only mild inflammation, more detailed data on inflammatory mediators in the CSF of patients with COVID-19 are scarce. We studied the inflammatory response in paired CSF and serum samples of patients with COVID-19 (n = 38). Patients with herpes simplex virus encephalitis (HSVE, n = 10) and patients with non-inflammatory, non-neurodegenerative neurological diseases (n = 28) served as controls. We used proteomics, enzyme-linked immunoassays, and semiquantitative cytokine arrays to characterize inflammatory proteins. Autoantibody screening was performed with cell-based assays and native tissue staining. RNA sequencing of long-non-coding RNA and circular RNA was done to study the transcriptome. Proteomics on single protein level and subsequent pathway analysis showed similar yet strongly attenuated inflammatory changes in the CSF of COVID-19 patients compared to HSVE patients with, e.g., downregulation of the apolipoproteins and extracellular matrix proteins. Protein upregulation of the complement system, the serpin proteins pathways, and other proteins including glycoproteins alpha-2 and alpha-1 acid. Importantly, calculation of interleukin-6, interleukin-16, and CXCL10 CSF/serum indices suggest that these inflammatory mediators reach the CSF from the systemic circulation, rather than being produced within the CNS. Antibody screening revealed no pathological levels of known neuronal autoantibodies. When stratifying COVID-19 patients into those with and without bacterial superinfection as indicated by elevated procalcitonin levels, inflammatory markers were significantly (p &lt; 0.01) higher in those with bacterial superinfection. RNA sequencing in the CSF revealed 101 linear RNAs comprising messenger RNAs, and two circRNAs being significantly differentially expressed in COVID-19 than in non-neuroinflammatory controls and neurodegenerative patients. Our findings may explain the absence of signs of intrathecal inflammation upon routine CSF testing despite the presence of SARS-CoV2 infection-associated neurological symptoms. The relevance of blood-derived mediators of inflammation in the CSF for neurological COVID-19 and post-COVID-19 symptoms deserves further investigation.</abstract><cop>England</cop><pub>BioMed Central Ltd</pub><pmid>36759861</pmid><doi>10.1186/s12974-023-02711-2</doi><tpages>16</tpages><oa>free_for_read</oa></addata></record>
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identifier ISSN: 1742-2094
ispartof Journal of neuroinflammation, 2023-02, Vol.20 (1), p.30-16, Article 30
issn 1742-2094
1742-2094
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source Publicly Available Content Database; PubMed Central; Coronavirus Research Database
subjects Analysis
Antibodies
Apolipoproteins
Autoantibodies
Blood
Brain - metabolism
Care and treatment
Central nervous system
Cerebrospinal fluid
Circular RNA
Complement system
Coronaviruses
COVID-19
CXCL10 protein
Cytokines
Diagnosis
Diagnostic tests
Encephalitis
Encephalitis, Herpes Simplex - cerebrospinal fluid
Ethics
Extracellular matrix
Glycoproteins
Herpes simplex
Humans
Immunology
Infections
Inflammation
Inflammation - metabolism
Inflammation Mediators - metabolism
Interleukin 16
Interleukin 6
Laboratories
Meningitis
Neuroinflammation
Neurologic manifestations of general diseases
Neurological diseases
Non-coding RNA
Patients
Prevention
Procalcitonin
Progranulin
Proteome - metabolism
Proteomes
Proteomics
Risk factors
RNA
RNA sequencing
RNA, Viral - metabolism
SARS-CoV-2
Severe acute respiratory syndrome coronavirus 2
Superinfection
Superinfection - metabolism
Testing
Transcriptomes
title The brain reacting to COVID-19: analysis of the cerebrospinal fluid proteome, RNA and inflammation
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