Evidence map›Paper›PMID 37797297›Full record

ArticleEuropean journal of neurology2025

Unraveling brain fog in post-COVID syndrome: Relationship between subjective cognitive complaints and cognitive function, fatigue, and neuropsychiatric symptoms.

Cristina Delgado-Alonso, María Díez-Cirarda, Josué Pagán, Carlos Pérez-Izquierdo, Silvia Oliver-Mas, Lucía Fernández-Romero, Álvaro Martínez-Petit, María Valles-Salgado, María José Gil-Moreno, Miguel Yus and 3 more

Open access · hybridAbstract read
In one paragraph

Article in European journal of neurology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
6.8field-weighted citation impact, top 2% 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

27 citing papers in PubMed, 33 citations in OpenAlex.

  1. Trial
  2. Fatigue and Cognitive Impairment in Adults With Primary Sclerosing Cholangitis: Results From Concept Elicitation Interviews.Liver international : official journal of the International Association for the Study of the Liver · 2026
    Article
  3. Article
  4. Review
  5. Episodic memory deficits and processes in post-COVID condition.European archives of psychiatry and clinical neuroscience · 2026
    Article
  6. Article
  7. Article
  8. Toward characterizing brain fog in long COVID: correlates and impact on measurement metrics.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2026
    Article
  9. Article
  10. Review
  11. Article
  12. How do fatigue, cognitive dysfunction, activity and role functioning, and mental health inter-relate in adults with post-COVID-19 syndrome? A structural equation model analysis.Quality of life research : an international journal of quality of life aspects of treatment, care and rehabilitation · 2025
    Article
  13. Article
  14. Review
  15. Article
  16. Article
  17. Article
  18. Review
  19. Characterization of cognitive symptoms in post COVID-19 patients.European archives of psychiatry and clinical neuroscience · 2024
    Article
  20. 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

13 authors at 3 institutions in 1 country.

Cristina Delgado-AlonsoDepartment of Neurology, Hospital Clínico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.
María Díez-CirardaDepartment of Neurology, Hospital Clínico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.ORCID 0000-0001-6768-189X
Josué PagánDepartment of Electronic Engineering, Universidad Politécnica de Madrid, Madrid, Spain.
Carlos Pérez-IzquierdoDepartment of Agricultural and Forestry Engineering, University Center of Plasencia, University of Extremadura, Plasencia, Spain.
Silvia Oliver-MasDepartment of Neurology, Hospital Clínico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.
Lucía Fernández-RomeroDepartment of Neurology, Hospital Clínico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.
Álvaro Martínez-PetitDepartment of Electronic Engineering, Universidad Politécnica de Madrid, Madrid, Spain.
María Valles-SalgadoDepartment of Neurology, Hospital Clínico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.
María José Gil-MorenoDepartment of Neurology, Hospital Clínico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.
Miguel YusDepartment of Radiology, Hospital Clinico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.
Jorge Matías-GuiuDepartment of Neurology, Hospital Clínico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.
José Luis AyalaDepartment of Automatic Architecture and Automation, Universidad Complutense, Madrid, Spain.
Jordi A Matias-GuiuDepartment of Neurology, Hospital Clínico San Carlos, Health Research Institute "San Carlos" (IdISCC), Universidad Complutense de Madrid, Madrid, Spain.ORCID 0000-0001-5520-2708
Universidad Complutense de Madrid · ESUniversidad Politécnica de Madrid · ESHospital Virgen del Puerto · ES

Funding

Comunidad de MadridInstituto de Salud Carlos III
6 · The paper itself

Abstract

background and purpose"Brain fog" is a frequent and disabling symptom that can occur after SARS-CoV-2 infection. However, its clinical characteristics and the relationships among brain fog and objective cognitive function, fatigue, and neuropsychiatric symptoms (depression, anxiety) are still unclear. In this study, we aimed to examine the characteristics of brain fog and to understand how fatigue, cognitive performance, and neuropsychiatric symptoms and the mutual relationships among these variables influence subjective cognitive complaints.

methodsA total of 170 patients with cognitive complaints in the context of post-COVID syndrome were evaluated using a comprehensive neuropsychological protocol. The FLEI scale was used to characterize subjective cognitive complaints. Correlation analysis, regression machine-learning algorithms, and mediation analysis were calculated.

resultsCognitive complaints were mainly attention and episodic memory symptoms, while executive functions (planning) issues were less often reported. The FLEI scale, a mental ability questionnaire, showed high correlations with a fatigue scale and moderate correlations with the Stroop test, and anxiety and depressive symptoms. Random forest algorithms showed an R

conclusionsBrain fog associated with COVID-19 is mainly characterized by attention and episodic memory, and fatigue, which is the main mediator between objective and subjective cognition. Our findings contribute to understanding the pathophysiology of brain fog and emphasize the need to unravel the main mechanisms underlying brain fog, considering several aspects.

Indexed as

COVID-19FatiguePost-Acute COVID-19 SyndromeAdultAgedAnxietyCognitionCognitive DysfunctionDepressionFemaleHumansMaleMiddle AgedNeuropsychological TestscognitiveCOVID‐19depressionfatiguelong COVID

Identifiers

PMID37797297
PMCPMC11618112
OpenAlexW4387392608

What OpenQuestion holds

Textmetadata
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.