Acute serum protein biomarker profile and prevalence of persistent (>6 months) neuropsychiatric symptoms in a cohort of SARS-CoV-2 PCR positive patients in Cape Town, South Africa
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
SARS-CoV-2 is a neurotrophic and pro-inflammatory virus, with several acute and more persistent neuropsychiatric sequelae reported. There are limited data from African cohorts and few acute illness biomarkers of persistent neuropsychiatric symptoms. To examine the association of neuropsychiatric outcomes with clinical illness severity, systemic inflammation, cardiovascular and renin-angiotensin-system (RAS) biomarkers. Second, to determine the prevalence of neuropsychiatric symptoms in a cohort of South African SARS-CoV-2 PCR positive patients at least six months following infection/hospitalization. SARS-CoV-2 PCR positive patients were recruited prospectively from Cape Town, South Africa, including hospitalized patients from ancestral, beta and delta-dominant COVID-19 waves (pre-vaccine rollout); and asymptomatic/mild SARS-CoV-2 positive patients. The 96-protein O-link inflammation and cardiovascular panels, RAS fingerprinting, and antibody responses were measured in serum samples collected at peak severity and recovery (>3 months post-infection). Telephonic interviews were conducted at least six months post infection/hospitalization. Validated measures employed were: WHO Self-Report Questionnaire (SRQ-20), Generalized Anxiety Disorder Scale (GAD-7), Chalder Fatigue Scale (CFS-11) and Telephonic Montreal Cognitive Assessment (T-MoCA). Ninety-seven participants completed telephonic interviews. The median (IQR) age was 48 (37–59) years, and 54 % were female. There were no significant associations between neuropsychiatric outcomes and illness severity, systemic inflammation, cardiovascular and/or renin-angiotensin-system (RAS) biomarkers from either peak illness or recovery samples. More than half of this SA COVID-19 cohort had one or more persistent neuropsychiatric symptoms >6 months post vaccine-naïve infection. On the T-MoCA, 44 % of participants showed evidence of cognitive and/or memory impairments. The high prevalence of persistent neuropsychiatric symptoms in this African cohort supports ongoing attention to long COVID. Acute and early serum protein biomarkers were not associated with persistent neuropsychiatric outcomes post-COVD-19. • Neither systemic inflammatory, cardiovascular, nor renin-angiotensin-system (RAS) biomarkers or antibody responses performed during the peak of illness or on a recovery sample at least three months after disease resolution, could predict persistent post-infection longer term (>6months) neuropsychiatric symptom outcomes • More than half of participants from this South African post COVID-19 cohort (median 45 years old) were affected by neuropsychiatric symptoms of anxiety, fatigue, memory and cognitive impairment across the spectrum of disease severity (from asymptomatic to critical).
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Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it