Evidence map›Paper›PMID 36591311›Full record

ArticleFrontiers in immunology2022

Markers of blood-brain barrier disruption increase early and persistently in COVID-19 patients with neurological manifestations.

Valentina Bonetto, Laura Pasetto, Ilaria Lisi, Marco Carbonara, Rosalia Zangari, Erica Ferrari, Veronica Punzi, Silvia Luotti, Nicola Bottino, Bruno Biagianti and 19 more

Open access · goldAbstract read
In one paragraph

Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 56 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
56citing papers in PubMed, 2 pooled it
8.8field-weighted citation impact, top 1% 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

56 citing papers in PubMed, 2 syntheses or guidelines pooled it, 76 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Human brain matters: Navigating the neuropathology of COVID-19.Brain pathology (Zurich, Switzerland) · 2026
    Review
  4. Review
  5. Article
  6. Resting-state functional connectivity and cognitive impairment after COVID-19 infection: Evidence from a large-scale fMRI study.European psychiatry : the journal of the Association of European Psychiatrists · 2026
    Article
  7. Review
  8. Article
  9. Article
  10. Review
  11. Review
  12. Review
  13. Involvement of oxidative stress in post-acute sequelae of COVID-19: clinical implications.Redox report : communications in free radical research · 2025
    Article
  14. Article
  15. Article
  16. Review
  17. Review
  18. Observational
  19. Biomarkers of blood-brain barrier and neurovascular unit integrity in human cognitive impairment and dementia.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2025
    Review
  20. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

29 authors at 8 institutions in 1 country.

Valentina BonettoIstituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy.
Laura PasettoIstituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy.
Ilaria LisiIstituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy.
Marco CarbonaraFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Rosalia ZangariFROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy.
Erica FerrariDepartment of Pathophysiology and Transplantation, University of Milan, Milan, Italy.
Veronica PunziDepartment of Pathophysiology and Transplantation, University of Milan, Milan, Italy.
Silvia LuottiIstituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy.
Nicola BottinoFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Bruno BiagiantiDepartment of Pathophysiology and Transplantation, University of Milan, Milan, Italy.
Cristina Moglia"Rita Levi Montalcini", Department of Neuroscience, University of Turin, Turin, Italy.
Giuseppe Fuda"Rita Levi Montalcini", Department of Neuroscience, University of Turin, Turin, Italy.
Roberta GualtierottiFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Francesco BlasiFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Ciro CanettaFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Nicola MontanoFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Mauro TettamantiIstituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy.
Giorgia CameraDepartment of Neurology, Papa Giovanni XXIII Hospital, ASST Papa Giovanni XXIII, Bergamo, Italy.
Maria GrimoldiDepartment of Neurology, Papa Giovanni XXIII Hospital, ASST Papa Giovanni XXIII, Bergamo, Italy.
Giulia NegroNeurology Section, School of Medicine and Surgery, University of Milano-Bicocca, Monza, Italy.
Nicola RifinoDivision of Neurology, University of Milano-Bicocca, Milan, Italy.
Andrea Calvo"Rita Levi Montalcini", Department of Neuroscience, University of Turin, Turin, Italy.
Paolo BrambillaFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Francesco BiroliFROM Research Foundation, Papa Giovanni XXIII Hospital, Bergamo, Italy.
Alessandra BanderaFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Alessandro NobiliIstituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy.
Nino StocchettiFondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy.
Maria SessaDepartment of Neurology, Papa Giovanni XXIII Hospital, ASST Papa Giovanni XXIII, Bergamo, Italy.
Elisa R ZanierIstituto di Ricerche Farmacologiche Mario Negri IRCCS, Milan, Italy.
Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico · ITOspedale Papa Giovanni XXIII · ITUniversity of Milan · ITMario Negri Institute for Pharmacological Research · ITIstituti di Ricovero e Cura a Carattere Scientifico · ITUniversity of Milano-Bicocca · ITUniversity of Turin · ITAzienda Ospedaliera Citta' della Salute e della Scienza di Torino · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Coronavirus disease 2019 (COVID-19) caused by SARS-CoV-2 infection is associated with disorders affecting the peripheral and the central nervous system. A high number of patients develop post-COVID-19 syndrome with the persistence of a large spectrum of symptoms, including neurological, beyond 4 weeks after infection. Several potential mechanisms in the acute phase have been hypothesized, including damage of the blood-brain-barrier (BBB). We tested weather markers of BBB damage in association with markers of brain injury and systemic inflammation may help in identifying a blood signature for disease severity and neurological complications. Methods: Blood biomarkers of BBB disruption (MMP-9, GFAP), neuronal damage (NFL) and systemic inflammation (PPIA, IL-10, TNFα) were measured in two COVID-19 patient cohorts with high disease severity (ICUCovid; n=79) and with neurological complications (NeuroCovid; n=78), and in two control groups free from COVID-19 history, healthy subjects (n=20) and patients with amyotrophic lateral sclerosis (ALS; n=51). Samples from COVID-19 patients were collected during the first and the second wave of COVID-19 pandemic in Lombardy, Italy. Evaluations were done at acute and chronic phases of the COVID-19 infection. Results: Blood biomarkers of BBB disruption and neuronal damage are high in COVID-19 patients with levels similar to or higher than ALS. NeuroCovid patients display lower levels of the cytokine storm inducer PPIA but higher levels of MMP-9 than ICUCovid patients. There was evidence of different temporal dynamics in ICUCovid compared to NeuroCovid patients with PPIA and IL-10 showing the highest levels in ICUCovid patients at acute phase. On the contrary, MMP-9 was higher at acute phase in NeuroCovid patients, with a severity dependency in the long-term. We also found a clear severity dependency of NFL and GFAP levels, with deceased patients showing the highest levels. Discussion: The overall picture points to an increased risk for neurological complications in association with high levels of biomarkers of BBB disruption. Our observations may provide hints for therapeutic approaches mitigating BBB disruption to reduce the neurological damage in the acute phase and potential dysfunction in the long-term.

Indexed as

Amyotrophic Lateral SclerosisCOVID-19Nervous System DiseasesBiomarkersBlood-Brain BarrierHumansInflammationInterleukin-10Matrix Metalloproteinase 9PandemicsPost-Acute COVID-19 SyndromeSARS-CoV-2BiomarkersInterleukin-10Matrix Metalloproteinase 9blood biomarkersblood-brain barrierCOVID-19critical careinflammationneurological damages

Identifiers

PMID36591311
PMCPMC9798841
OpenAlexW4311789849

What OpenQuestion holds

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Registered trials

None linked

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.