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
Journal ArticleDOI

Self-testing for the detection of SARS-CoV-2 infection with rapid antigen tests for people with suspected COVID-19 in the community

TL;DR: In this article , the authors evaluated the performance of nasal mid-turbinate self-testing using rapid antigen detection tests (RDT) for persons with suspected coronavirus disease 2019 (COVID-19) in the community.
Posted Content

Reinforcement Learning for Optimization of COVID-19 Mitigation policies

TL;DR: This paper presents a novel agent-based pandemic simulator which, unlike traditional models, is able to model fine-grained interactions among people at specific locations in a community and an RL-based methodology for optimizing fine- grained mitigation policies within this simulator.
Journal ArticleDOI

Evaluation of reopening strategies for educational institutions during COVID-19 through agent based simulation.

TL;DR: This work study how rapid bulk testing, contact tracing and preventative measures such as mask wearing, sanitization, and enforcement of social distancing can allow institutions to manage the epidemic spread, and develops an analytical model that takes into account the asymptomatic transmission of COVID-19.
Posted ContentDOI

Low case numbers enable long-term stable pandemic control without lockdowns.

TL;DR: This work analytically derives the existence of a third, viable solution: a stable equilibrium at low case numbers, where test-trace-and-isolate policies partially compensate for local spreading events, and only moderate contact restrictions remain necessary, and minimises lockdown duration and hence economic impact.
Journal ArticleDOI

Increasing SARS-CoV-2 RT-qPCR testing capacity by sample pooling.

TL;DR: Pools of five samples combined with RT-qPCR solutions helped to increase SARS-CoV-2 testing capacity with minimal loss of sensitivity compared to that resulting from testing the samples independently.
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)