Evidence map›Paper›PMID 35121209›Full record

SynthesisJournal of the neurological sciences2022

Mid and long-term neurological and neuropsychiatric manifestations of post-COVID-19 syndrome: A meta-analysis.

Lavienraj Premraj, Nivedha V Kannapadi, Jack Briggs, Stella M Seal, Denise Battaglini, Jonathon Fanning, Jacky Suen, Chiara Robba, John Fraser, Sung-Min Cho

Registry-linked trialOpen access · greenAbstract readMeta-AnalysisReview
In one paragraph

Synthesis in Journal of the neurological sciences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06042530 (Cognitive Impairment and Fatigue After Mild to Moderate COVID-19 - Relation to Biomarkers and Neuronal Network Functions), which is not on this map. Cited by 422 papers, 9 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
422citing papers in PubMed, 9 pooled it
91.0field-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.

NCT06042530 unknown statusnot on this map

Cognitive Impairment and Fatigue After Mild to Moderate COVID-19 - Relation to Biomarkers and Neuronal Network Functions

TypeobservationalSponsorDanderyd HospitalRan2021 to 2025Enrolled100ConditionsPost COVID-19 Condition, Cognitive Impairment, Fatigue, MentalArmsNeuropsychological investigation, Optometric investigation, Magnetic Resonance Imaging, Immunological biomarkers
3 · Its place in the literature

Who cites it

422 citing papers in PubMed, 9 syntheses or guidelines pooled it, 749 citations in OpenAlex.

  1. Pooled it
  2. Global prevalence of post-COVID-19 condition: a systematic review and meta-analysis of prospective evidence.Health promotion and chronic disease prevention in Canada : research, policy and practice · 2025
    Pooled it
  3. Pooled it
  4. Pooled it
  5. Pooled it
  6. Pooled it
  7. Pooled it
  8. Intervention modalities for brain fog caused by long-COVID: systematic review of the literature.Neurological sciences : official journal of the Italian Neurological Society and of the Italian Society of Clinical Neurophysiology · 2024
    Pooled it
  9. Guideline
  10. Trial
  11. Trial
  12. Trial
  13. Article
  14. Article
  15. Review
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article

362 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

10 authors at 7 institutions in 5 countries.

Lavienraj PremrajGriffith University School of Medicine, Gold Coast, Australia; Critical Care Research Group, The Prince Charles Hospital, Brisbane, Australia.
Nivedha V KannapadiDivision of Neurosciences Critical Care, Department of Neurology, Neurosurgery, Anaesthesiology and Critical Care Medicine and Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, United States of America.
Jack BriggsGriffith University School of Medicine, Gold Coast, Australia.
Stella M SealWilliam H. Welch Medical Library, Johns Hopkins University School of Medicine, Baltimore, United States of America.
Denise BattagliniAnaesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neuroscience, Genoa, Italy; Department of Medicine, University of Barcelona, Barcelona, Spain.
Jonathon FanningCritical Care Research Group, The Prince Charles Hospital, Brisbane, Australia; Faculty of Medicine University of Queensland, Brisbane, QLD, Australia; St Andrew's War Memorial Hospital, UnitingCare, Spring Hill, QLD, Australia; Nuffield Department of Population Health, University of Oxford, UK.
Jacky SuenCritical Care Research Group, The Prince Charles Hospital, Brisbane, Australia; Faculty of Medicine University of Queensland, Brisbane, QLD, Australia.
Chiara RobbaAnaesthesia and Intensive Care, San Martino Policlinico Hospital, IRCCS for Oncology and Neuroscience, Genoa, Italy; Department of Surgical Science and Integrated Diagnostic, San Martino Policlinico Hospital, IRCCS for Oncology and Neuroscience, University of Genoa, Genoa, Italy.
John FraserCritical Care Research Group, The Prince Charles Hospital, Brisbane, Australia; Faculty of Medicine University of Queensland, Brisbane, QLD, Australia; St Andrew's War Memorial Hospital, UnitingCare, Spring Hill, QLD, Australia.
Sung-Min ChoDivision of Neurosciences Critical Care, Department of Neurology, Neurosurgery, Anaesthesiology and Critical Care Medicine and Neurosurgery, Johns Hopkins University School of Medicine, Baltimore, United States of America. Electronic address: csungmi1@jhmi.edu.
Prince Charles Hospital · AUJohns Hopkins Medicine · USGriffith University · AUJohns Hopkins University · USOspedale Policlinico San Martino · ITSt Andrew’s Hospital · AUUniversitat de Barcelona · ES

Funding

CLots and Oxygen in Va-ExtracorpoReal membrane oxygenation (CLOVER) studyK23HL157610 · NHLBI · JOHNS HOPKINS UNIVERSITY · PI Sung-Min Cho · 2022 to 2026
$797k
NHLBI NIH HHS K23 HL157610
6 · The paper itself

Abstract

importanceNeurological and neuropsychiatric symptoms that persist or develop three months after the onset of COVID-19 pose a significant threat to the global healthcare system. These symptoms are yet to be synthesized and quantified via meta-analysis.

objectiveTo determine the prevalence of neurological and neuropsychiatric symptoms reported 12 weeks (3 months) or more after acute COVID-19 onset in adults. DATA SOURCES: A systematic search of PubMed, EMBASE, Web of Science, Google Scholar and Scopus was conducted for studies published between January 1st, 2020 and August 1st, 2021. The systematic review was guided by Preferred Reporting Items for Systematic Review and Meta-Analyses. STUDY SELECTION: Studies were included if the length of follow-up satisfied the National Institute for Healthcare Excellence (NICE) definition of post-COVID-19 syndrome (symptoms that develop or persist ≥3 months after the onset of COVID-19). Additional criteria included the reporting of neurological or neuropsychiatric symptoms in individuals with COVID-19. DATA EXTRACTION AND SYNTHESIS: Two authors independently extracted data on patient characteristics, hospital and/or ICU admission, acute-phase COVID-19 symptoms, length of follow-up, and neurological and neuropsychiatric symptoms. MAIN OUTCOME(S) AND MEASURE(S): The primary outcome was the prevalence of neurological and neuropsychiatric symptoms reported ≥3 months post onset of COVID-19. We also compared post-COVID-19 syndrome in hospitalised vs. non-hospitalised patients, with vs. without ICU admission during the acute phase of infection, and with mid-term (3 to 6 months) and long-term (>6 months) follow-up.

resultsOf 1458 articles, 19 studies, encompassing a total of 11,324 patients, were analysed. Overall prevalence for neurological post-COVID-19 symptoms were: fatigue (37%, 95% CI: 24%-50%), brain fog (32%, 9%-55%), memory issues (27%, 18%-36%), attention disorder (22%, 10%-34%), myalgia (18%, 4%-32%), anosmia (12%, 7%-17%), dysgeusia (11%, 4%-17%) and headache (10%, 1%-21%). Neuropsychiatric conditions included sleep disturbances (31%, 18%-43%), anxiety (23%, 13%-33%) and depression (12%, 7%-21%). Neuropsychiatric symptoms substantially increased in prevalence between mid- and long-term follow-up. Compared to non-hospitalised patients, patients hospitalised for acute COVID-19 had reduced frequency of anosmia, anxiety, depression, dysgeusia, fatigue, headache, myalgia, and sleep disturbance at three (or more) months post-infection. Conversely, hospital admission was associated with higher frequency of memory issues (OR: 1.9, 95% CI: 1.4-2.3). Cohorts with >20% of patients admitted to the ICU during acute COVID-19 experienced higher prevalence of fatigue, anxiety, depression, and sleep disturbances than cohorts with <20% of ICU admission. CONCLUSIONS AND RELEVANCE: Fatigue, cognitive dysfunction (brain fog, memory issues, attention disorder) and sleep disturbances appear to be key features of post-COVID-19 syndrome. Psychiatric manifestations (sleep disturbances, anxiety, and depression) are common and increase significantly in prevalence over time. Randomised controlled trials are necessary to develop intervention strategy to reduce disease burden.

Indexed as

COVID-19AdultAnxietyFatigueHeadacheHumansPost-Acute COVID-19 SyndromeCOVID-19ICULong-COVIDLong-HaulersNeuro-COVID-19PCNSPost-COVID-19 neurological syndromePost-COVID-19 syndromeSARS-CoV-2

Identifiers

PMID35121209
PMCPMC8798975
OpenAlexW4210724686

What OpenQuestion holds

Textmetadata
Read underepoch 390

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.