Cited by 1,075SARS-CoV-2 detection and testingSARS-CoV-2 and COVID-19 ResearchCOVID-19 Clinical Research Studies

Predicting infectious severe acute respiratory syndrome coronavirus 2 from diagnostic samples

Open access
Bullard, Jared, Dust, Kerry, Funk, Duane, Strong, James E, Alexander, David, Garnett, Lauren, Boodman, Carl, Bello, Alexander +7 more·2020·Clinical Infectious Diseases

Abstract

Background: Reverse-transcription polymerase chain reaction (RT-PCR) has become the primary method to diagnose viral diseases, including severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). RT-PCR detects RNA, not infectious virus; thus, its ability to determine duration of infectivity of patients is limited. Infectivity is a critical determinant in informing public health guidelines/interventions. Our goal was to determine the relationship between E gene SARS-CoV-2 RT-PCR cycle threshold (Ct) values from respiratory samples, symptom onset to test (STT), and infectivity in cell culture. Methods: In this retrospective cross-sectional study, we took SARS-CoV-2 RT-PCR–confirmed positive samples and determined their ability to infect Vero cell lines. Results: Ninety RT-PCR SARS-CoV-2–positive samples were incubated on Vero cells. Twenty-six samples (28.9%) demonstrated viral growth. Median tissue culture infectious dose/mL was 1780 (interquartile range, 282–8511). There was no growth in samples with a Ct > 24 or STT > 8 days. Multivariate logistic regression using positive viral culture as a binary predictor variable, STT, and Ct demonstrated an odds ratio (OR) for positive viral culture of 0.64 (95% confidence interval [CI], .49–.84; P < .001) for every 1-unit increase in Ct. Area under the receiver operating characteristic curve for Ct vs positive culture was OR, 0.91 (95% CI, .85–.97; P < .001), with 97% specificity obtained at a Ct of > 24. Conclusions: SARS-CoV-2 Vero cell infectivity was only observed for RT-PCR Ct < 24 and STT < 8 days. Infectivity of patients with Ct > 24 and duration of symptoms > 8 days may be low. This information can inform public health policy and guide clinical, infection control, and occupational health decisions. Further studies of larger size are needed.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1093/cid/ciaa638

Cites

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

The citation lists haven’t been fetched yet

References 7 · Cited by 1,075

Authors
Bullard, J., Dust, K., Funk, D., Strong, J. E., Alexander, D., Garnett, L., Boodman, C., Bello, A., Hedley, A., Schiffman, Z., Doan, K., Bastien, N., Li, Y., Van Caeseele, P. G., & Poliquin, G.
Affiliations
  • Manitoba Health (CA)
  • Public Health Agency of Canada (CA)
  • University of Manitoba (CA)
  • Cadham Provincial Laboratory, Manitoba Health, Winnipeg, Canada
Corresponding author
Bullard, Jared
Venue
Clinical Infectious Diseases
Published
2020-05-22
Volume
71
Issue
10
Pages
2663-2666
ISSN
  • 1058-4838 (ISSN-L)
  • 1537-6591
OpenAlex
W3027829318
Cited by
1,075
References
7
Citations by year
2026: 14 · 2025: 18 · 2024: 36 · 2023: 104 · 2022: 246 · 2021: 442 · 2020: 212 · 2019: 1
FWCI
32.75
Type
journal article
Language
en
Open access
Locations
  • Clinical Infectious Diseases (publishedVersion)
  • PubMed Central (publishedVersion)
  • PubMed (publishedVersion)
Funders
Public Health Agency of Canada
Topics
  • Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 detection and testing
  • Health Sciences › Medicine › Infectious Diseases › SARS-CoV-2 and COVID-19 Research
  • Health Sciences › Medicine › Infectious Diseases › COVID-19 Clinical Research Studies
Keywords
SARS-CoV-2, COVID-19 pandemic, RT-PCR cycle threshold, Vero cell culture, E gene, diagnostic test limitations, infection control, public health policy
MeSH terms
COVID-19, SARS-CoV-2, Animals, Chlorocebus aethiops, Cross-Sectional Studies, Humans, Retrospective Studies, RNA, Viral, Vero Cells

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review