Simultaneous Quantitative SARS-CoV-2 Antigen and Host Antibody Detection and Pre-Screening Strategy at the Point of Care.
Kritika Srinivasan RajsriMichael P McRaeNicolaos J ChristodoulidesIsaac P DapkinsGlennon W SimmonsHanover MatzHelen DooleyDavid FenyoJohn T McDevittPublished in: Bioengineering (Basel, Switzerland) (2023)
As COVID-19 pandemic public health measures are easing globally, the emergence of new SARS-CoV-2 strains continue to present high risk for vulnerable populations. The antibody-mediated protection acquired from vaccination and/or infection is seen to wane over time and the immunocompromised populations can no longer expect benefit from monoclonal antibody prophylaxis. Hence, there is a need to monitor new variants and its effect on vaccine performance. In this context, surveillance of new SARS-CoV-2 infections and serology testing are gaining consensus for use as screening methods, especially for at-risk groups. Here, we described an improved COVID-19 screening strategy, comprising predictive algorithms and concurrent, rapid, accurate, and quantitative SARS-CoV-2 antigen and host antibody testing strategy, at point of care (POC). We conducted a retrospective analysis of 2553 pre- and asymptomatic patients who were tested for SARS-CoV-2 by RT-PCR. The pre-screening model had an AUC (CI) of 0.76 (0.73-0.78). Despite being the default method for screening, body temperature had lower AUC (0.52 [0.49-0.55]) compared to case incidence rate (0.65 [0.62-0.68]). POC assays for SARS-CoV-2 nucleocapsid protein (NP) and spike (S) receptor binding domain (RBD) IgG antibody showed promising preliminary results, demonstrating a convenient, rapid (<20 min), quantitative, and sensitive (ng/mL) antigen/antibody assay. This integrated pre-screening model and simultaneous antigen/antibody approach may significantly improve accuracy of COVID-19 infection and host immunity screening, helping address unmet needs for monitoring vaccine effectiveness and severe disease surveillance.
Keyphrases
- sars cov
- respiratory syndrome coronavirus
- public health
- high resolution
- randomized controlled trial
- monoclonal antibody
- machine learning
- systematic review
- coronavirus disease
- gene expression
- intensive care unit
- high throughput
- squamous cell carcinoma
- loop mediated isothermal amplification
- radiation therapy
- copy number
- dna methylation
- transcription factor
- single cell
- mass spectrometry
- risk factors
- acute respiratory distress syndrome
- resting state
- functional connectivity
- genome wide
- extracorporeal membrane oxygenation
- real time pcr
- respiratory failure