| Literature DB >> 34407126 |
Zachary P Morehouse1,2,3, Lyson Samikwa4, Caleb M Proctor2, Harry Meleke4, Mercy Kamdolozi4, Gabriella L Ryan2, David Chaima4, Antonia Ho5, Rodney J Nash2,3,6, Tonney S Nyirenda4.
Abstract
Efficient and effective viral detection methodologies are a critical piece in the global response to COVID-19, with PCR-based nasopharyngeal and oropharyngeal swab testing serving as the current gold standard. With over 100 million confirmed cases globally, the supply chains supporting these PCR testing efforts are under a tremendous amount of stress, driving the need for innovative and accurate diagnostic solutions. Herein, the utility of a direct-to-PCR method of SARS-CoV-2 detection grounded in mechanical homogenization is examined for reducing resources needed for testing while maintaining a comparable sensitivity to the current gold standard workflow of nasopharyngeal and oropharyngeal swab testing. In a head-to-head comparison of 30 patient samples, this initial clinical validation study of the proposed homogenization-based workflow demonstrated significant agreeability with the current extraction-based method utilized while cutting the total resources needed in half.Entities:
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Year: 2021 PMID: 34407126 PMCID: PMC8372900 DOI: 10.1371/journal.pone.0256316
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
RT-qPCR results following the extraction-based and homogenization-based protocols represented as Ct values for each patient sample.
| Sample | Extraction Ct Value | Homogenization Ct Value |
|---|---|---|
| 1 | 22.02 | 26.73 |
| 2 | 23.8 | 34.78 |
| 3 | 25.31 | 30.57 |
| 4 | 25.36 | 34.57 |
| 5 | 25.71 | 25.4 |
| 6 | 26.58 | 27.56 |
| 7 | 27.12 | 28.13 |
| 8 | 27.28 | 28.49 |
| 9 | 27.35 | 27.75 |
| 10 | 27.67 | 31.8 |
| 11 | 31.36 | 32.95 |
| 12 | 34.14 | 36.64 |
| 13 | 38.0 | 45.0 |
| 14 | 38.49 | 45.0 |
| 15 | 38.58 | 45.0 |
| 16 | 45.0 | 37.09 |
| 17 | 45.0 | 45.0 |
| 18 | 45.0 | 45.0 |
| 19 | 45.0 | 37.41 |
| 20 | 45.0 | 45.0 |
| 21 | 45.0 | 45.0 |
| 22 | 45.0 | 45.0 |
| 23 | 45.0 | 45.0 |
| 24 | 45.0 | 45.0 |
| 25 | 45.0 | 45.0 |
| 26 | 45.0 | 45.0 |
| 27 | 45.0 | 45.0 |
| 28 | 45.0 | 45.0 |
| 29 | 45.0 | 37.36 |
| 30 | 45.0 | 45.0 |
Fig 1RT-qPCR results for SARS-CoV-2 detection utilizing the extraction-based or homogenization-based methods as demonstrated by paired Ct values.
The blue bars depict Ct values following the extraction-based method and gold bars represent Ct values following the homogenization-based method.
RT-qPCR results displayed as Ct values for patients with positive SARS-CoV-2 detection utilizing either the extraction-based or homogenization-based workflows.
| Sample | Extraction Ct Value | Homogenization Ct Value | Positive Predictive Value | Negative Predictive Value | ||
|---|---|---|---|---|---|---|
| 1 | 25.71 | 25.4 | 100 | 80 | 100 | 50 |
| 2 | 22.02 | 26.73 | ||||
| 3 | 26.58 | 27.56 | ||||
| 4 | 27.35 | 27.75 | ||||
| 5 | 27.12 | 28.13 | ||||
| 6 | 27.28 | 28.49 | ||||
| 7 | 25.31 | 30.57 | ||||
| 8 | 27.67 | 31.8 | ||||
| 9 | 31.36 | 32.95 | ||||
| 10 | 25.36 | 34.57 | ||||
| 11 | 23.8 | 34.78 | ||||
| 12 | 34.14 | 36.64 | ||||
| 13 | 38.0 | 45.0 | ||||
| 14 | 38.49 | 45.0 | ||||
| 15 | 38.58 | 45.0 | ||||
| 16 | 45.0 | 37.09 | ||||
| 19 | 45.0 | 37.36 | ||||
| 29 | 45.0 | 37.41 | ||||
Positive predictive values and negative predictive values shown are calculated with the extraction-based workflow serving as the gold standard for reference. The PPV and NPV were also calculated following the proposed Ct cut off 37.0 for positives as well as the current 40.0 standard cut off for positive designation.
Fig 2RT-qPCR results of SARS-CoV-2 plotting extraction-based Ct values versus homogenization-based Ct values for correlation evaluation.
The best fit line and R2 value displayed demonstrate the positive relationship between both testing methodologies.