Evidence map›Paper›PMID 40619452›Full record

ArticleScientific reports2025

Central nervous system and systemic inflammatory networks associated with acute neurological outcomes in COVID-19.

Nicole Lardini Freitas, João Victor Carvalho Deus, Karen Sampaio, Yago Côrtes Pinheiro Gomes, Rafael Carvalho Torres, Carlos Otávio Brandão, Cristiane Nascimento Soares, Marcus Tulius Teixeira Silva, Otávio Melo Espíndola

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
–field-weighted citation impact
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

6 citing papers in PubMed.

  1. Review
  2. Observational
  3. Article
  4. Review
  5. Article
  6. Article
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

9 authors.

Nicole Lardini FreitasInstituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
João Victor Carvalho DeusInstituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
Karen SampaioInstituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
Yago Côrtes Pinheiro GomesInstituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
Rafael Carvalho TorresInstituto de Biofísica Carlos Chagas Filho, Universidade Federal do Rio de Janeiro, Rio de Janeiro, Brazil.
Carlos Otávio BrandãoLaboratório Neurolife, Rio de Janeiro, Brazil.
Cristiane Nascimento SoaresDepartamento de Doenças Infecto Parasitárias, Hospital Federal dos Servidores do Estado, Rio de Janeiro, Brazil.
Marcus Tulius Teixeira SilvaInstituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil.
Otávio Melo EspíndolaInstituto Nacional de Infectologia Evandro Chagas, Fundação Oswaldo Cruz, Rio de Janeiro, Brazil. otavio.espindola@ini.fiocruz.br.

Funding

Carlos Chagas Foundation for the Advancement of Science of the State of Rio de Janeiro (FAPERJ) E-26/200.157/2023Coordination of Superior Level Staff Improvement (CAPES) Finance code 001Fundação Oswaldo Cruz VPPCB-005-FIO-20-2-65
6 · The paper itself

Abstract

COVID-19 is associated with a wide spectrum of neurological alterations, ranging from headache and dizziness to severe encephalopathy and inflammatory neurological diseases (IND), and neuropathological findings suggest immune-mediated processes. Therefore, we sought to characterize profiles of cytokines, chemokines, growth factors, and markers of central nervous system (CNS) homeostasis in COVID-19 patients with neurological alterations to identify key factors and mechanisms underlying CNS disturbances in COVID-19. The study included a case series of 52 COVID-19 patients with neurological manifestations, which were categorized into three groups: isolated refractory headache (n = 14), encephalopathy (n = 24), and IND (n = 14). Individuals with non-inflammatory, non-infectious neurological conditions (n = 9) were included as negative controls. Paired CSF and serum samples were assessed for 56 biomarkers. Regardless of the neurological condition, COVID-19 patients exhibited elevated CSF levels of proinflammatory mediators, including IL-2, IL-3, IL-6, IL-15, IL-25, IFN-α2, CCL7, CCL11, and GM-CSF. Patients with encephalopathy and IND also showed increased IL-1β, IL-18, TNF-α, neopterin, IL-7, CXCL8, CXCL9, TGF-α, EGF, sTREM-2, and HMGB1, consistent with a CNS cytokine storm. In contrast, individuals with isolated refractory headache showed a modest inflammatory profile, compatible with the limited CNS involvement. COVID-19 patients showed elevated serum IL-13, IL-18, TNF-α, VILIP-1, TGF-α, and VEGF levels, indicating systemic inflammation and potential blood-brain barrier (BBB) disruption. β-NGF was increased in the CSF of patients with encephalopathy and IND, suggesting the activation of neuroprotective responses during patient recovery. Functional protein network analysis showed a significant enrichment of interactions between factors altered in the CSF of patients with encephalopathy and IND, many of them related to processes of neuroinflammation and microglial functions, and leukocyte chemotaxis, activation and proliferation. These findings support a model in which both systemic immune activation and localized neuroinflammation contribute to the diversity of neurological outcomes observed in COVID-19, and dysregulated cytokine production, glial activation, inflammasome activity and BBB disturbances represent key factors in neuro-COVID-19 pathogenesis.

Indexed as

Central Nervous SystemCOVID-19Nervous System DiseasesNeuroinflammatory DiseasesAdultAgedBiomarkersBrain DiseasesChemokinesCytokinesFemaleHumansInflammationMaleMiddle AgedSARS-CoV-2BiomarkersChemokinesCytokines

Identifiers

PMID40619452
PMCPMC12230134

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

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.