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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.

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Citations
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Journal ArticleDOI

Reducing COVID-19 quarantine with SARS-CoV-2 testing: a simulation study.

TL;DR: In this article, the authors evaluated the effectiveness of SARS-CoV-2 testing on shortening the duration of quarantines for COVID-19 and to identify the most effective choices of testing schedules.
Journal ArticleDOI

Simple methods for early warnings of COVID-19 surges: Lessons learned from 21 months of wastewater and clinical data collection in Detroit, Michigan, United States

TL;DR: In this article , the authors developed and evaluated early warning methods and clinical-case peak-detection methods based on wastewater-based epidemiology (WBE) data to mount an informed public health response.
Journal ArticleDOI

Risk of infection and contribution to transmission of SARS-CoV-2 in school staff: a systematic review.

TL;DR: In this paper, the authors report the comparative risk of infection in school staff and their contribution to SARS-CoV-2 transmission, and report attack rates and infection risk in school settings for staff and students stratified by control measures taken and infection dynamics at the point of data collection.
Posted ContentDOI

High-frequency screening combined with diagnostic testing for control of SARS-CoV-2 in high-density settings: an economic evaluation of resources allocation for public health benefit

TL;DR: Evaluated testing regimes that combined diagnostic testing using qPCR with high-frequency screening using a novel reverse-transcription loop-mediated isothermal amplification (RT-LAMP) assay suggest that when testing budgets are limited, it is safer and more cost-effective to allocate the majority of funds to screening.
Journal ArticleDOI

The effectiveness of COVID-19 testing and contact tracing in a US city

TL;DR: In this article , the authors analyzed contact tracing data in a large US metropolitan area and used a stochastic model of COVID-19 transmission to project the epidemiological impacts of testing and tracing, and found that testing followed by case isolation would be expected to significantly reduce transmission but that the addition of contact tracing would have a relatively negligible impact, given the observed pace and success of follow-up with contacts in the community.
References
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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 ...
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