Evidence map›Paper›PMID 37161609›Full record

ArticleBrain : a journal of neurology2023

Neurologic sequelae of COVID-19 are determined by immunologic imprinting from previous coronaviruses.

Marianna Spatola, Nadège Nziza, Wonyeong Jung, Yixiang Deng, Dansu Yuan, Alessandro Dinoto, Silvia Bozzetti, Vanessa Chiodega, Sergio Ferrari, Douglas A Lauffenburger and 2 more

Open access · bronzeAbstract read
In one paragraph

Article in Brain : a journal of neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed
3.7field-weighted citation impact, top 6% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 19 citations in OpenAlex.

  1. Review
  2. Observational
  3. Article
  4. Article
  5. Review
  6. Neuroimmune pathophysiology of long COVID.Psychiatry and clinical neurosciences · 2025
    Review
  7. Article
  8. Article
  9. Article
  10. Article
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

12 authors at 3 institutions in 2 countries.

Marianna SpatolaRagon Institute of MGH, MIT and Harvard Medical School, Cambridge, MA 02139, USA.ORCID 0000-0003-2548-0429
Nadège NzizaRagon Institute of MGH, MIT and Harvard Medical School, Cambridge, MA 02139, USA.
Wonyeong JungRagon Institute of MGH, MIT and Harvard Medical School, Cambridge, MA 02139, USA.
Yixiang DengRagon Institute of MGH, MIT and Harvard Medical School, Cambridge, MA 02139, USA.
Dansu YuanRagon Institute of MGH, MIT and Harvard Medical School, Cambridge, MA 02139, USA.
Alessandro DinotoNeurology Unit, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, 37131 Verona, Italy.ORCID 0000-0002-3249-4792
Silvia BozzettiNeurology Unit, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, 37131 Verona, Italy.
Vanessa ChiodegaNeurology Unit, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, 37131 Verona, Italy.
Sergio FerrariNeurology Unit, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, 37131 Verona, Italy.
Douglas A LauffenburgerMassachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0002-0050-989X
Sara MariottoNeurology Unit, Department of Neuroscience, Biomedicine and Movement Sciences, University of Verona, 37131 Verona, Italy.
Galit AlterRagon Institute of MGH, MIT and Harvard Medical School, Cambridge, MA 02139, USA.
Harvard University · USUniversity of Verona · ITMassachusetts Institute of Technology · US

Funding

The Harvard Clinical and Translational Science CenterUL1TR002541 · NCATS · HARVARD MEDICAL SCHOOL · PI NADLER, LEE MARSHALL · 2018 to 2022
$93.0M
COVID Supplement - COMPONENT A OF THE COLLABORATIVE INFLUENZA VACCINE INNOVATION CENTERS (CIVICS) PROGRAM TO DESIGN AND EVALUATE INNOVATIVE INFLUENZA VACCINE APPROACHES,75N93019C00052 · NIAID · UNIVERSITY OF GEORGIA · PI ROSS, TED · 2019 to 2025
$74.6M
Technology CoreU19AI135995 · NIAID · SCRIPPS RESEARCH INSTITUTE, THE · PI Bryan Briney · 2018 to 2026
$32.0M
VERITY: Value and Evidence in Rheumatology using bioInformaTics, and advanced analYticsP30AR072577 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI Daniel Hal Solomon · 2017 to 2026
$9.8M
Joint Biology Consortium Resource-based CenterP30AR070253 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI Peter A Nigrovic, Jeffrey Andrew Sparks · 2016 to 2026
$9.4M
Demystifying the antiviral activity of the IgG3+ antibody responseR37AI080289 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI ALTER, GALIT · 2015 to 2022
$5.8M
Protection against early SIV brain injury with adjunctive therapy to cARTR01NS122570 · NINDS · UNIVERSITY OF PENNSYLVANIA · PI Dennis Larry Kolson · 2022 to 2026
$3.9M
Rheumatoid Arthritis-Related Autoantibodies, Articular Inflammation, and RA-Associated Interstitial Lung DiseaseR01AR077607 · NIAMS · BRIGHAM AND WOMEN'S HOSPITAL · PI SPARKS, JEFFREY ANDREW · 2021 to 2025
$3.7M
Immunologic Signatures of SARS-CoV-2 Vaccination and DiseaseU01CA260476 · NCI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI BAROUCH, DAN H. · 2020 to 2024
$3.7M
SARS-CoV-2 Variant TestingR01AI146785 · NIAID · MASSACHUSETTS GENERAL HOSPITAL · PI LINGWOOD, DANIEL · 2020 to 2024
$3.3M
CHLAMYDIA PNEUMONIAE AND MACROPHAGES IN ATHEROSCLEROSISR01AI042790 · NIAID · UNIVERSITY OF WISCONSIN MADISON · PI BYRNE, GERALD IRWIN · 1999 to 2003
$983k
Impact of ANCA Type and Rituximab vs. Cyclophosphamide on Cardiovascular Risk, Mortality, and Quality-Adjusted Life Years inANCA-Associated VasculitisK23AR073334 · NIAMS · MASSACHUSETTS GENERAL HOSPITAL · PI WALLACE, ZACHARY SCOTT · 2018 to 2022
$948k
NCATS NIH HHS UL1 TR002541NCI NIH HHS U01 CA260476NIAID NIH HHS 75N93019C00052NIAID NIH HHS R01 AI042790NIAID NIH HHS R01 AI146785NIAID NIH HHS R37 AI080289NIAID NIH HHS U19 AI135995NIAMS NIH HHS K23 AR073334NIAMS NIH HHS P30 AR070253NIAMS NIH HHS P30 AR072577NIAMS NIH HHS R01 AR077607NIAMS NIH HHS R03 AR078938NINDS NIH HHS R01 NS122570
6 · The paper itself

Abstract

Coronavirus disease 2019 (COVID-19), which is caused by the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), remains a global public health emergency. Although SARS-CoV-2 is primarily a respiratory pathogen, extra-respiratory organs, including the CNS, can also be affected. Neurologic symptoms have been observed not only during acute SARS-CoV-2 infection, but also at distance from respiratory disease, also known as long-COVID or neurological post-acute sequelae of COVID-19 (neuroPASC). The pathogenesis of neuroPASC is not well understood, but hypotheses include SARS-CoV-2-induced immune dysfunctions, hormonal dysregulations and persistence of SARS-CoV-2 reservoirs. In this prospective cohort study, we used a high throughput systems serology approach to dissect the humoral response to SARS-CoV-2 (and other common coronaviruses: 229E, HKU1, NL63 and OC43) in the serum and CSF from 112 infected individuals who developed (n = 18) or did not develop (n = 94) neuroPASC. Unique SARS-CoV-2 humoral profiles were observed in the CSF of neuroPASC compared with serum responses. All antibody isotypes (IgG, IgM, IgA) and subclasses (IgA1-2, IgG1-4) were detected in serum, whereas CSF was characterized by focused IgG1 (and absence of IgM). These data argue in favour of compartmentalized brain-specific responses against SARS-CoV-2 through selective transfer of antibodies from the serum to the CSF across the blood-brain barrier, rather than intrathecal synthesis, where more diversity in antibody classes/subclasses would be expected. Compared to individuals who did not develop post-acute complications following infection, individuals with neuroPASC had similar demographic features (median age 65 versus 66.5 years, respectively, P = 0.55; females 33% versus 44%, P = 0.52) but exhibited attenuated systemic antibody responses against SARS-CoV-2, characterized by decreased capacity to activate antibody-dependent complement deposition (ADCD), NK cell activation (ADNKA) and to bind Fcγ receptors. However, surprisingly, neuroPASC individuals showed significantly expanded antibody responses to other common coronaviruses, including 229E, HKU1, NL63 and OC43. This biased humoral activation across coronaviruses was particularly enriched in neuroPASC individuals with poor outcome, suggesting an 'original antigenic sin' (or immunologic imprinting), where pre-existing immune responses against related viruses shape the response to the current infection, as a key prognostic marker of neuroPASC disease. Overall, these findings point to a pathogenic role for compromised anti-SARS-CoV-2 responses in the CSF, likely resulting in incomplete virus clearance from the brain and persistent neuroinflammation, in the development of post-acute neurologic complications of SARS-CoV-2 infection.

Indexed as

COVID-19AgedFemaleHumansImmunoglobulin GImmunoglobulin MPost-Acute COVID-19 SyndromeProspective StudiesSARS-CoV-2Immunoglobulin GImmunoglobulin Mantibody-mediated complement activationfc receptorlong-COVIDPASCSARS-CoV-2

Identifiers

PMID37161609
PMCPMC11004923
OpenAlexW4376121463

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.