Nature Medicine · 2023 · 97 citations · 46 references
MedicineClinical SciencesNeurologyCognitive NeurobiologyCognitive NeurologyInflammationCognitive DisordersCognitive ImpairmentCognitive ProfilesCognitive SymptomsInflammatory BiomarkersMental HealthC-reactive Protein TestingCognitive BiomarkersCognitive Symptom PredictionProspective Cohort DataSymptom Biomarkers
Post-COVID cognitive deficits, including 'brain fog', are clinically complex, with both objective and subjective components. They are common and debilitating, and can affect the ability to work, yet their biological underpinnings remain unknown. In this prospective cohort study of 1,837 adults hospitalized with COVID-19, we identified two distinct biomarker profiles measured during the acute admission, which predict cognitive outcomes 6 and 12 months after COVID-19. A first profile links elevated fibrinogen relative to C-reactive protein with both objective and subjective cognitive deficits. A second profile links elevated D-dimer relative to C-reactive protein with subjective cognitive deficits and occupational impact. This second profile was mediated by fatigue and shortness of breath. Neither profile was significantly mediated by depression or anxiety. Results were robust across secondary analyses. They were replicated, and their specificity to COVID-19 tested, in a large-scale electronic health records dataset. These findings provide insights into the heterogeneous biology of post-COVID cognitive deficits.
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Factors associated with COVID-19-related death using OpenSAFELY
Elizabeth Williamson, Alex J Walker, Krishnan Bhaskaran et al. · Nature · 2020 · 6.7K citations · Full text
Veterinary Medicine, Infectious Diseases, Clinical Epidemiology +6
Multiple Imputation after 18+ Years
Donald B. Rubin · Journal of the American Statistical Association · 1996 · 2.9K citations