As health care systems around the world attempt to cope with the coronavirus disease 2019 (COVID-19) “tsunami,” concerns about ongoing spread of disease from individuals who are infected without symptoms have been raised.
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,- Dong Y.
- Mo X.
- Hu Y.
- et al.
Epidemiological characteristics of 2143 pediatric patients with 2019 coronavirus disease in China.
https://doi.org/10.1542/peds.2020-0702
Date accessed: April 2, 2020
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Efforts to develop and implement testing protocols are underway, and expanded testing for COVID-19 is a necessary immediate step toward understanding and resolving this crisis.- Li R.
- Pei S.
- Chen B.
- et al.
Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV2).
https://doi.org/10.1126/science.abb3221
Date accessed: April 2, 2020
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As tests become more available, observing principles of evidence-based clinical reasoning concerning the meaning of diagnostic test results is essential. For negative test results in particular, failure to do so has direct implications for the safety of the public and health care workers and for the success of efforts to curb the pandemic. Specifically, anticipation of a less-visible second wave of infection from individuals with false-negative test results is needed.- Sharfstein J.M.
- Becker S.J.
- Mello M.M.
Diagnostic testing for the novel coronavirus.
https://doi.org/10.1001/jama.2020.3864
Date accessed: April 2, 2020
The magnitude of this concern is difficult to determine because test performance characteristics (and the validity of the studies generating them) have not been reported clearly or consistently to date. Fundamental characteristics of clinical diagnostic tests for COVID-19 infection including sensitivity, specificity, and corresponding likelihood ratios are largely unknown. Sensitivity is particularly important in understanding the risk of false-negative testing.
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The diagnostic sensitivity of reverse transcriptase–polymerase chain reaction (RT-PCR) testing for other viruses is highly variable, but early data from China suggested relatively poor sensitivity of initial RT-PCR tests.- Furukawa T.A.
- Strauss S.E.
- Bucher H.C.
- Thomas A.
- Guyatt G.
Chapter 18: Diagnostic Tests. In: Guyatt G, Renie D, Meade MO, Cook DJ. (eds.). Users’ Guides to the Medical Literature: A Manual for Evidence-Based Clinical Practice, 3rd ed. New York, NY: McGraw-Hill; 2015.
https://jamaevidence.mhmedical.com/content.aspx?bookid=847§ionid=69031491
Date accessed: April 2, 2020
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Even with sensitivity values as high as 90%, the magnitude of risk from false-negative test results will be substantial as testing becomes more widespread and the prevalence of COVID-19 infection rises.- Fang Y.
- Zhang H.
- Xie J.
- et al.
Sensitivity of chest CT for COVID-19: comparison to RT-PCR.
https://doi.org/10.1148/radiol.2020200432
Date accessed: April 2, 2020
Why is this relevant to stopping the spread of COVID-19? False-negative results are consequential. Individuals with these results may relax physical distancing and other personal measures designed to reduce the transmission of the virus to others. In the case of clinicians, they may be sent to the frontlines of care and inadvertently transmit the virus to patients and colleagues, further straining the already precarious ability of the health care system to respond to the pandemic.
To illustrate the potential magnitude of this problem in the general population, consider the following examples from Spain and the United States, assuming a test with 90% sensitivity. The president of the region of Madrid has predicted that 80% of Madrid’s 6.5 million residents will become infected by COVID-19. If the entire population were tested, of the anticipated 5.2 million infected individuals, 520,000 people would be falsely classified as free of infection. Even with less widespread testing or targeted testing among random samples, the number of false-negative tests could be massive. Similarly, it has been estimated that the COVID-19 rate in California may exceed 50% by mid-May 2020. With a population of 40 million people, 2 million false-negative results would be expected with comprehensive testing. Even if only 1% of the population were tested, 20,000 false-negative results would be expected.
If the COVID-19 infection rate among the more than 4 million doctors, nurses, and other clinicians providing direct patient care in the United States were even 10% (far below most national prevalence predictions), more than 40,000 false-negative results would be expected if every clinician were to receive a test. If the sensitivity of the test were only 70%, as cited in early reports,
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the number of false-negative results would triple to well over 100,000. Regardless of the exact total, every one of these health care workers could spread disease despite the seeming reassurance of a negative COVID-19 test. At present, the Centers for Disease Control and Prevention guidelines for asymptomatic health care workers with negative COVID-19 testing are based on both the nature of clinical exposure to COVID-19 patients and personal symptoms, so that negative testing in an asymptomatic health care worker could lead to an immediate return to work for many engaged in routine clinical care.- Fang Y.
- Zhang H.
- Xie J.
- et al.
Sensitivity of chest CT for COVID-19: comparison to RT-PCR.
https://doi.org/10.1148/radiol.2020200432
Date accessed: April 2, 2020
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Furthermore, restrictions on untested or test-negative asymptomatic health care workers with community exposures are limited or absent. To the extent that asymptomatic spread may contribute to disease transmission and serious illness, these policies could place colleagues and patients at ongoing risk.Centers for Disease Control and Prevention
Interim U.S. guidance for risk assessment and public health management of healthcare personnel with potential exposure in a healthcare setting to patient with coronavirus disease (COVID-19).
Interim U.S. guidance for risk assessment and public health management of healthcare personnel with potential exposure in a healthcare setting to patient with coronavirus disease (COVID-19).
https://www.cdc.gov/coronavirus/2019-ncov/hcp/guidance-risk-assesment-hcp.html
Date accessed: April 2, 2020
At least four recommendations seem prudent given these concerns (Table). First, continued strict adherence to physical distancing, hand-washing, surface disinfection, and other preventive measures is required regardless of risk level, symptoms, or COVID-19 test result. In addition, adequate personal protective equipment (PPE) for health care workers may be necessary to protect these workers and their patients even when both have tested negative. This is problematic at present given PPE shortages, which will worsen as COVID-19 spreads unless production and distribution dramatically improve. Masks, eye shields, gowns, gloves, and other equipment must be available to prevent transfer of the virus to medical personnel so the risk of subsequent transmission is stopped before it can begin. Given concerns about the adequacy of cloth masks,
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medical-grade masks must be available for every health care worker, and consideration should be given to wearing masks in all clinical settings.- MacIntyre C.R.
- Seale H.
- Dung T.C.
- et al.
A cluster randomized trial of cloth masks compared with medical masks in healthcare workers.
https://doi.org/10.1136/bmjopen-2014-006577
Date accessed: April 2, 2020
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- Klompas M.
- Morris C.A.
- Sinclair J.
- Pearson M.
- Shenoy E.S.
Universal masking in hospitals in the Covid-19 era.
https://doi.org/10.1056/NEJMp2006372
Date accessed: April 2, 2020
TableRecommendations to Mitigate Risk From False-Negative COVID-19 Test Results
| 1. | Strictly adhere to infection control measures, including: |
| Physical distancing | |
| Hand hygiene | |
| Environmental cleaning and disinfection | |
| Adequate PPE for health care workers | |
| 2. | Develop and disseminate accurate diagnostic tests |
| Improved RT-PCR tests | |
| Serological assays | |
| Report diagnostic test characteristics from methodologically rigorous studies | |
| 3. | Assess risk levels before testing |
| For individuals and environments with higher pretest probability of COVID-19 infection, confidence in negative COVID-19 test results should be lower | |
| 4. | Establish risk-stratified protocols for management of negative COVID-19 test results |
| For higher-risk individuals (including health care workers), delay return to work even in the absence of symptoms |
a COVID-19 = coronavirus disease 2019; PPE = personal protective equipment; RT-PCR = reverse transcriptase–polymerase chain reaction.
Second, there is an urgent need for development of highly sensitive and specific tests or combinations of tests to minimize the risk of false-negative results and ongoing transmission based on a false sense of security. Improved RT-PCR tests and serological assays are needed. Diagnostic test characteristics must be ascertained in studies rigorously designed to minimize the risk of biased results,
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and test performance characteristics should be clearly reported so the impact on disease likelihood can be determined.- Furukawa T.A.
- Strauss S.E.
- Bucher H.C.
- Thomas A.
- Guyatt G.
Chapter 18: Diagnostic Tests. In: Guyatt G, Renie D, Meade MO, Cook DJ. (eds.). Users’ Guides to the Medical Literature: A Manual for Evidence-Based Clinical Practice, 3rd ed. New York, NY: McGraw-Hill; 2015.
https://jamaevidence.mhmedical.com/content.aspx?bookid=847§ionid=69031491
Date accessed: April 2, 2020
Third, risk levels must be carefully assessed before testing. For example, individuals in endemic areas, including health care workers, may need to be considered at elevated risk of COVID-19 infection even without symptoms or known exposures. It is possible that individuals with false-negative test results may be less contagious, perhaps correlating with lower viral loads, but this is not yet known and cannot be assumed. Until such factors are better understood, negative test results should be viewed cautiously, especially for individuals in higher-risk groups.
Fourth, development and communication of clear risk-stratified protocols for management of negative COVID-19 test results is needed. These protocols must evolve as diagnostic test, transmission, and outcome statistics become more available. For truly low-risk individuals, negative test results may be sufficiently reassuring on their own. However, for higher-risk individuals, even those without symptoms, the risk of false-negative test results necessitates continued measures to protect against spread of disease. For members of the public, this may mean extended self-isolation or quarantine. For health care workers in endemic areas, return to work after negative testing may need to be delayed until more sensitive tests can be administered and repeat testing is negative, even without symptoms. The adverse impact of such measures on a stressed health care system, especially in the hardest hit areas, further emphasizes the importance of prevention of transmission to health care workers to mitigate workforce limitations as COVID-19 diagnoses accumulate.
Practicing physicians and the entire health care workforce are facing a global crisis. The challenge of COVID-19 must be met with our best science. As we rise to this occasion, we would do well to remember the principles of evidence-based diagnostic test interpretation lest we augment the very tide we are attempting to stem.
References
- Epidemiological characteristics of 2143 pediatric patients with 2019 coronavirus disease in China.(Pediatrics. 2020; e20200702)https://doi.org/10.1542/peds.2020-0702Date accessed: April 2, 2020
- Substantial undocumented infection facilitates the rapid dissemination of novel coronavirus (SARS-CoV2).(Science. 2020:eabb3221)https://doi.org/10.1126/science.abb3221Date accessed: April 2, 2020
- Diagnostic testing for the novel coronavirus.(JAMA. Published online March 9, 2020)https://doi.org/10.1001/jama.2020.3864Date accessed: April 2, 2020
- Chapter 18: Diagnostic Tests. In: Guyatt G, Renie D, Meade MO, Cook DJ. (eds.). Users’ Guides to the Medical Literature: A Manual for Evidence-Based Clinical Practice, 3rd ed. New York, NY: McGraw-Hill; 2015.https://jamaevidence.mhmedical.com/content.aspx?bookid=847§ionid=69031491Date accessed: April 2, 2020
- Sensitivity of chest CT for COVID-19: comparison to RT-PCR.(Radiology. Published online February 19, 2020)https://doi.org/10.1148/radiol.2020200432Date accessed: April 2, 2020
- Interim U.S. guidance for risk assessment and public health management of healthcare personnel with potential exposure in a healthcare setting to patient with coronavirus disease (COVID-19).https://www.cdc.gov/coronavirus/2019-ncov/hcp/guidance-risk-assesment-hcp.htmlDate accessed: April 2, 2020
- A cluster randomized trial of cloth masks compared with medical masks in healthcare workers.(BMJ Open. 2015;5:e006577)https://doi.org/10.1136/bmjopen-2014-006577Date accessed: April 2, 2020
- Universal masking in hospitals in the Covid-19 era.(N Engl J Med. Published Online April 1, 2020)https://doi.org/10.1056/NEJMp2006372Date accessed: April 2, 2020
Article Info
Publication History
Published online: April 13, 2020
Footnotes
Potential Competing Interests: The authors report no competing interests.
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© 2020 Mayo Foundation for Medical Education and Research
