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Record W7117252887 · doi:10.1002/alz70855_106717

Changes in Alzheimer's disease‐associated biomarkers in COVID‐19 patients presenting neurological symptoms

2025· article· en· W7117252887 on OpenAlexaff
Fernanda G. Q. Barros‐Aragão, Luis Santos, Talita P. Pinto, Thaís Lopes Pinheiro, Nathane Rezende, Fabiana Souza Lima, Bart Vanderborght, Gabriel Freitas, Guilherme B. de Freitas, Fernando A. Bozza, Andrea Silveira Souza, Erika Rodrigues, Carlos Otávio Brandão, Paulo E. Mattos, Felipe Kenji Sudo, Fernanda Tovar‐Moll, Fernanda Guarino De Felice

Bibliographic record

VenueAlzheimer s & Dementia · 2025
Typearticle
Languageen
FieldMedicine
TopicLong-Term Effects of COVID-19
Canadian institutionsQueen's University
Fundersnot available
KeywordsInflammationDiseaseCognitionBiomarkerMEDLINE

Abstract

fetched live from OpenAlex

BACKGROUND: COVID-19 induces acute and long-term neurological symptoms. Alzheimer's disease (AD) is a risk factor for severe COVID-19, and COVID-19 survivors may experience cognitive decline. Because inflammation plays a significant role in both diseases, links between COVID-19 and AD have been hypothesized. However, it is unknown if COVID-19 patients with neurological disturbance present molecular alterations related to AD pathology. Identifying possible molecular links between COVID-19 and AD would improve patient follow-up and late-onset disease prevention. Here, we tested the possibility that COVID-19 neurological patients present early AD-related molecular neuropathological alterations. METHOD: In a retrospective analysis, we compared AD-related cerebrospinal fluid (CSF) biomarkers of amyloid-beta (Ab) proteinopathy (Ab42/40), tauopathy (phosphorylated Tau, pTau181), and total Tau from controls (n = 36), amnestic mild cognitive impairment (aMCI, n = 19), AD (n = 20), and COVID-19 patients presenting important neurological alterations at hospitalization (n = 35). CSF biomarkers were correlated with systemic and central nervous system inflammation markers. In a prospective cohort (n = 41), we evaluated plasma Ab42, Ab40, and Tau longitudinal changes up to one-year post-COVID using SIMOA. Plasma biomarkers were correlated with cognitive outcomes. The Brazilian Ministry of Health and IDOR approved the study protocol. RESULT: We found that, at hospitalization, severe COVID-19 patients with neurological symptoms presented elevated CSF Tau, like AD patients. However, we did not detect changes in CSF Ab42/Ab40, pTau-181/Ab42, or Tau/Ab42 ratios. CSF pro-inflammatory cytokine IL6 levels and AD-related biomarkers (Tau, pTau181, Tau/Ab42, pTau-181/Ab42) positivelycorrelated with systemic inflammatory index (SII). Up to one-year post-COVID, we found that plasma Tau/Ab42 selectively increased in patients with cognitive deficits. Plasma Tau longitudinal changes were most influenced by COVID-19 disease severity (negatively) and SII (positively) at hospitalization and the presence of post-COVID cognitive deficits (positively). CONCLUSION: Collectively, our findings put inflammation as a primary correlate of acute and persistent AD-related molecular changes in COVID-19 patients, urging careful follow-up of COVID-19 survivors with lingering inflammation or cognitive symptoms for possible risk of future AD.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.004

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.020
GPT teacher head0.303
Teacher spread0.283 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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