ArticleJournal of clinical medicine2022
Comprehensive Clinical Characterisation of Brain Fog in Adults Reporting Long COVID Symptoms.
Article in Journal of clinical medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 48 papers, 6 of them syntheses that pooled it.
What it found
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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.
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.
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Who cites it
48 citing papers in PubMed, 6 syntheses or guidelines pooled it, 87 citations in OpenAlex.
- Prevalence and long-term outcomes of brain fog and cognitive impairment in individuals with long COVID: A systematic review.Medicine · 2026Pooled it
- A dual-database bibliometric analysis of post-COVID-19 condition and cognitive dysfunction (2021-2025).Frontiers in neurology · 2026Pooled it
- Brain fog with long covid and chemotherapy: systematic review and meta-analysis.BMJ mental health · 2025Pooled it
- Long-term neurological and cognitive impact of COVID-19: a systematic review and meta-analysis in over 4 million patients.BMC neurology · 2025Pooled it
- The impact of long COVID on physical and cardiorespiratory parameters: A systematic review.PloS one · 2025Pooled it
- Cognitive domains affected post-COVID-19; a systematic review and meta-analysis.European journal of neurology · 2025Pooled it
- Review
- 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 · 2026Article
- Article
- Long COVID affects working memory: assessment using a single rapid online test.Frontiers in human neuroscience · 2026Article
- The Effects of COVID-19 on Voice.World journal of otorhinolaryngology - head and neck surgery · 2025Review
- Scoping review of the emerging definition of long COVID: implications for future research and clinical practice.Revista de salud publica (Bogota, Colombia) · 2025Article
- The Role of Probiotics and Their Postbiotic Metabolites in Post-COVID-19 Syndrome.Molecules (Basel, Switzerland) · 2025Review
- Functional Autoantibodies Targeting G-Protein-Coupled Receptors and Their Clinical Phenotype in Patients with Long-COVID.International journal of molecular sciences · 2025Article
- Persistent cognitive symptoms in mild COVID-19 infection: a retrospective cohort study.BMC infectious diseases · 2025Article
- Neuropsychiatric Manifestations of Long COVID-19: A Narrative Review of Clinical Aspects and Therapeutic Approaches.Life (Basel, Switzerland) · 2025Review
- How Are Brain Fog Symptoms Related to Diet, Sleep, Mood and Gastrointestinal Health? A Cross-Sectional Study.Medicina (Kaunas, Lithuania) · 2025Article
- Acute and long-term effects of COVID-19 on brain and mental health: A narrative review.Brain, behavior, and immunity · 2025Review
- Brain Fog and Cognitive Dysfunction in Posttraumatic Stress Disorder: An Evidence-Based Review.Psychology research and behavior management · 2025Review
- Identifying central symptom clusters and correlates among post-COVID-19 pulmonary fibrosis patients: a network analysis.Frontiers in medicine · 2025Article
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
(1) Introduction: A subset of individuals experiencing long COVID symptoms are affected by 'brain fog', a lay term that often refers to general cognitive dysfunction but one that is still poorly characterised. In this study, a comprehensive clinical characterisation of self-reported brain fog was conducted vis-à-vis other long COVID symptoms and parameters of mental, cognitive, and physical health. (2) Methodology: Adult participants reporting long COVID symptoms were recruited from hospital clinics and as self-referrals. Participants completed a battery of questionnaires and clinical assessments, including COVID-19 history, symptomatology, self-reported scales (Chalder Fatigue Scale [CFQ], Center for Epidemiological Studies Depression Scale, and Impact of Events Scale-Revised), computer-based cognitive assessments (simple response time and choice reaction time tasks), physical performance tests (gait velocity and muscle strength assessments), and an orthostatic active stand test. A systematic comparison between participants with and without self-reported brain fog was conducted, and a backwards binary logistic regression model was computed to identify the strongest independent associations with brain fog. This was complemented by an automatic cluster analysis to rank the importance of associations. Finally, a structural equation model was postulated with a causal model of key symptomatic indicators and functional consequences of brain fog as a latent variable. (3) Results: Of 108 participants assessed, brain fog was a self-reported symptom in 71 (65.7%) participants. Those with brain fog were at a longer point in time since COVID-19 onset and reported longer duration of low activity during the acute illness. When assessed, those with brain fog had higher frequencies of subjective memory impairment, word-finding difficulties, dizziness, myalgia, arthralgia, hyperhidrosis, cough, voice weakness, throat pain, visual and hearing problems, dysosmia, paraesthesia, chest pain, skin rashes, and hair loss; mean scores in fatigue, depression, and post-traumatic stress scales were higher; performance in both computer-based cognitive tasks was poorer; and measured gait speed and grip strength were lower. The logistic regression suggested that the best independent associations with brain fog were memory impairment, CFQ, and myalgia. The cluster analysis suggested that the most important associations with brain fog were CFQ, dizziness, myalgia, reduced gait speed, word-finding difficulties, reduced grip strength, and memory impairment. The SEM was consistent with key indicators of brain fog being CFQ, dizziness, myalgia, word-finding difficulties, and memory impairment; and reduced grip strength, gait speed, and cognitive response times its functional consequences. (4) Conclusions: The findings indicate that self-reported brain fog in long COVID is a recognisable symptom cluster primarily characterised by fatigue, dizziness, myalgia, word-finding difficulties, and memory impairment and has adverse psychological and psychomotor correlates. In long COVID, brain fog should be regarded as a wide-ranging symptom and addressed holistically with medical, psychological, and rehabilitative supports as guided by individual needs.
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Registered trials
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.