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Sequential battery of COVID-19 testing to maximize negative predictive value before surgeries.
1University of Miami, Miami, FL, USA.
Revista Do Colegio Brasileiro De Cirurgioes
|July 16, 2020
Summary
COVID-19 test performance varies by specimen type and illness stage. A sequential testing strategy including surveys, RT-PCR, serology, and CT scans may improve accuracy for surgical candidates.
Area of Science:
- Infectious Diseases
- Virology
- Medical Diagnostics
Background:
- Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) is a highly contagious novel virus.
- Understanding viral dynamics and immune responses is crucial for effective management.
- The diagnostic accuracy of available SARS-CoV-2 testing methods requires further evaluation.
Purpose of the Study:
- To review published data on SARS-CoV-2 testing methods.
- To assess how test yield is affected by specimen type and time since illness onset.
- To propose an optimized testing strategy to enhance diagnostic accuracy.
Main Methods:
- Systematic review of published literature on SARS-CoV-2 diagnostic tests.
- Analysis of test performance based on specimen type and temporal aspects of infection.
- Development of a sequential testing algorithm.
Main Results:
- The yield of COVID-19 tests is significantly influenced by the type of specimen collected.
- Test sensitivity and specificity change over the course of the illness.
- A multi-modal testing approach demonstrates potential for improved diagnostic yield.
Conclusions:
- Diagnostic accuracy for SARS-CoV-2 is variable and dependent on testing methodology and timing.
- A sequential testing strategy, incorporating epidemiologic surveys, RT-PCR, serology, and chest CT, may enhance the negative predictive value.
- This approach could facilitate surgical procedures by improving patient assessment and safety.

