scispace - formally typeset
Open AccessJournal ArticleDOI

Test sensitivity is secondary to frequency and turnaround time for COVID-19 screening.

TLDR
It is demonstrated that effective screening depends largely on frequency of testing and speed of reporting and is only marginally improved by high test sensitivity, and should prioritize accessibility, frequency, and sample-to-answer time.
Abstract
The COVID-19 pandemic has created a public health crisis. Because SARS-CoV-2 can spread from individuals with presymptomatic, symptomatic, and asymptomatic infections, the reopening of societies and the control of virus spread will be facilitated by robust population screening, for which virus testing will often be central. After infection, individuals undergo a period of incubation during which viral titers are too low to detect, followed by exponential viral growth, leading to peak viral load and infectiousness and ending with declining titers and clearance. Given the pattern of viral load kinetics, we model the effectiveness of repeated population screening considering test sensitivities, frequency, and sample-to-answer reporting time. These results demonstrate that effective screening depends largely on frequency of testing and speed of reporting and is only marginally improved by high test sensitivity. We therefore conclude that screening should prioritize accessibility, frequency, and sample-to-answer time; analytical limits of detection should be secondary.

read more

Citations
More filters
Posted ContentDOI

Computational fitness estimates of SARS-CoV-2 mutations affecting spike protein binding to antibodies and ACE2

TL;DR: A simple fitness model of SARS-CoV-2 based on the two binding properties of the spike-protein to its human host cell-surface receptor ACE2 and a representative ensemble of diverse antibodies circulating in the human population was proposed in this article .
Journal ArticleDOI

SARS-CoV-2 RT-qPCR testing of pooled saliva samples: A case study of 824 asymptomatic individuals and a questionnaire survey in Japan

TL;DR: In conclusion, pooled testing of saliva samples can support frequent large-scale screening that is rapid, efficient, and inexpensive.
Posted ContentDOI

Optimal Testing Strategies to Monitor COVID-19 Traced Contacts.

TL;DR: In this paper, a simulation model was developed to evaluate contact tracing strategies based on the sequential testing of identified contacts after exposure as an alternative to quarantines, in which contacts are isolated only after confirmation by a positive test.
Journal ArticleDOI

The Use of Antigenic SARS-CoV-2 Point-of-Care Test: The Italian Pediatric Real-Life Experience.

TL;DR: In this article, during the second epidemic wave of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), rapid antigenic (Ag) test at point-of-care (POCT) station were employed to quickly evaluate large numbers of swabs.

Two machine-learning approaches for short-term COVID-19 hospitalization forecasting in Slovakia

TL;DR: In this article, the authors focused on short-term COVID-19 hospitalizations forecasting using two machine learning approaches, ensemble time-series method and multilayer perceptron (MLP) feedforward network method.
References
More filters
Journal ArticleDOI

The Incubation Period of Coronavirus Disease 2019 (COVID-19) From Publicly Reported Confirmed Cases: Estimation and Application.

TL;DR: The results support current proposals for the length of quarantine or active monitoring of persons potentially exposed to SARS-CoV-2, although longer monitoring periods might be justified in extreme cases.
Journal ArticleDOI

Temporal dynamics in viral shedding and transmissibility of COVID-19.

TL;DR: It is estimated that 44% (95% confidence interval, 25–69%) of secondary cases were infected during the index cases’ presymptomatic stage, in settings with substantial household clustering, active case finding and quarantine outside the home.
Journal ArticleDOI

Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR

TL;DR: In a series of 51 patients with chest CT and real-time polymerase chain reaction assay (RT-PCR) performed within 3 days, the sensitivity of CT for 2019 novel coronavirus infection was 98% and that ...
Related Papers (5)