| Literature DB >> 33178714 |
José P Miranda1,2,3,4, Javiera Osorio1, Mauricio Videla1, Gladys Angel1, Rossana Camponovo1, Marcela Henríquez-Henríquez1,2,5.
Abstract
Background: The recent COVID-19 pandemic has posed an unprecedented challenge to laboratory diagnosis, based on the amplification of SARS-CoV-2 RNA. With global contagion figures exceeding 4 million persons, the shortage of reagents for RNA extraction represents a bottleneck for testing globally. We present the validation results for an RT-qPCR protocol without prior RNA extraction. Due to its simplicity, this protocol is suitable for widespread application in resource-limited settings.Entities:
Keywords: COVID-19; RNA extraction; SARS-CoV-2; diagnostic; direct RT-qPCR; pandemic (COVID-19)
Year: 2020 PMID: 33178714 PMCID: PMC7593567 DOI: 10.3389/fmed.2020.567572
Source DB: PubMed Journal: Front Med (Lausanne) ISSN: 2296-858X
Result of the standardization of optimal conditions for direct RT-qPCR.
| CoV-like | 36.6 | 36.4 | 36.5 | 37.6 | 37.1 | |||||||||
| 4,794 | 35.8 | 38.6 | 40.0 | 38.1 | 39.5 | 38.7 | CoV-2 E | 36.7 | 36.5 | 36.6 | 37.7 | 37.2 | ||
| CoV-2 N | 36.7 | 37.1 | 36.7 | 38.5 | 37.7 | |||||||||
| CoV-like | 17.4 | 17.2 | 17.4 | 22.6 | 23.6 | |||||||||
| 4,793 | 16.2 | 24.5 | 24.5 | 24.1 | 21.6 | 21.8 | CoV-2 E | 17.5 | 17.2 | 17.5 | 22.6 | 23.7 | ||
| CoV-2 N | 17.7 | 17.6 | 18 | 22.8 | 23.7 | |||||||||
| CoV-like | (–) | (–) | (–) | (–) | (–) | |||||||||
| 3,023 | (–) | (–) | (–) | (–) | (–) | (–) | CoV-2 E | (–) | (–) | (–) | (–) | (–) | ||
| CoV-2 N | (–) | (–) | (–) | (–) | (–) | |||||||||
| CoV-like | (–) | (–) | (–) | (–) | (–) | |||||||||
| 1,929 | >40 | (–) | (–) | (–) | (–) | (–) | CoV-2 E | (–) | (–) | (–) | (–) | (–) | ||
| CoV-2 N | (–) | (–) | (–) | (–) | (–) | |||||||||
| CoV-like | 35.7 | 31.6 | 31.7 | 33.5 | 33.3 | |||||||||
| 2,980 | 30.1 | 33.9 | 33.5 | 33.3 | 32.9 | 32.7 | CoV-2 E | 35.8 | 31.8 | 31.7 | 33.7 | 33.3 | ||
| CoV-2 N | 36.0 | 31.7 | 31.7 | 33.7 | 33.1 | |||||||||
Different treatment conditions were evaluated with two commercial kits and compared with the standard protocol. Amplification on negative or blank samples was not detected. In bold are the optimal conditions selected for the direct protocol.
Figure 1Schematic representation of the direct RT-qPCR protocol without RNA extraction steps, compared to the standard protocol. Created with BioRender.com.
Repeatability and pre-validation of selected RT-qPCR protocol conditions in four clinical samples.
| CoV-like | (–) | (–) | (–) | |||
| 6,608 | (–) | CoV-2 E | (–) | (–) | (–) | Negative |
| CoV-2 N | (–) | (–) | (–) | |||
| CoV-like | 28.1 | 27.4 | 27.4 | |||
| 3,407 | 26.5 | CoV-2 E | 28.1 | 27.3 | 27.4 | Positive |
| CoV-2 N | 27.6 | 27.1 | 27.2 | |||
| CoV-like | 36.1 | 35.2 | 37.4 | |||
| 3,380 | 34.3 | CoV-2 E | 36.1 | 35.3 | 37.3 | Positive |
| CoV-2 N | 36.5 | 35.0 | 37.6 | |||
| CoV-like | 34.3 | 35.2 | 34.5 | |||
| 3,420 | 37.6 | CoV-2 E | 34.4 | 35.2 | 34.6 | Positive |
| CoV-2 N | 34.3 | 35.5 | 34.9 | |||
Incubation time 10 min, temperature 70°C, sample volume 3.5 ul using a DNA-Technology kit.
Validation of the direct RT-qPCR.
| 3,775 | 28.4 | 29.4 | 29.5 | 30.7 | Positive | Positive |
| 3,787 | 25.0 | 20.0 | 21.1 | 20.7 | Positive | Positive |
| 3,793 | 32.6 | 29.2 | 29.3 | 29.4 | Positive | Positive |
| 3,795 | 39.0 | 30.5 | 30.6 | 31.1 | Positive | Positive |
| 3,798 | 29.1 | 28.8 | 28.8 | 28.7 | Positive | Positive |
| 3,809 | 26.5 | 23.3 | 23.4 | 23.8 | Positive | Positive |
| 3,810 | 21.0 | 22.1 | 22.2 | 22.0 | Positive | Positive |
| 3,811 | 37.6 | 32.1 | 32.1 | 32.6 | Positive | Positive |
| 3,814 | 34.1 | 32.6 | 32.7 | 33.1 | Positive | Positive |
| 3,820 | 27.2 | 24.8 | 24.9 | 24.7 | Positive | Positive |
| 3,823 | 35.3 | 30.6 | 30.7 | 31.2 | Positive | Positive |
| 3,824 | 36.0 | 30.7 | 30.8 | 30.7 | Positive | Positive |
| 3,826 | 35.4 | 32.2 | 32.2 | 32.6 | Positive | Positive |
| 3,841 | 32.0 | 30.4 | 30.6 | 30.8 | Positive | Positive |
| 3,843 | 25.6 | 22.1 | 22.3 | 22.6 | Positive | Positive |
| 3,844 | 25.6 | 28.2 | 28.2 | 27.7 | Positive | Positive |
| 3,846 | 35.2 | 36.5 | 36.6 | 38.2 | Positive | Positive |
| 3,852 | 28.9 | 29.3 | 29.3 | 29.4 | Positive | Positive |
| 3,854 | 31.5 | 26.2 | 26.3 | 26.4 | Positive | Positive |
| 3,855 | 35.4 | 27.6 | 27.6 | 28.0 | Positive | Positive |
| 3,859 | 33.2 | 28.8 | 29.0 | 29.7 | Positive | Positive |
| 3,865 | 37.0 | 33.9 | 33.9 | 34.3 | Positive | Positive |
| 4,890 | 39.0 | 39.0 | 39.1 | 40.4 | Positive | Positive |
| 5,003 | 39.2 | 34.3 | 34.4 | 34.7 | Positive | Positive |
| 5,174 | 38.7 | 35.7 | 35.8 | 36.6 | Positive | Positive |
| 9,107 | 39.3 | 37.1 | 37.0 | 36.6 | Positive | Positive |
| 13,848 | 39.3 | 39.2 | 39.2 | 39.8 | Positive | Positive |
| Median Cq (IQR) | 34.1 (28.4–37.6) | 30.4 (27.6–33.9) | 30.6 (27.6–33.9) | 30.7 (27.7–34.3) | ||
| – | 0.0002 | 0.0003 | 0.0009 | |||
Wilcoxon signed-rank test, Cq values from the standard protocol were used as a reference. IQR, interquartile range.
We evaluated 130 clinical cases, of which 27 were positive (20.8% positivity). Negative samples were omitted from this table.
Figure 2Bland-Altman comparisons of Cq values obtained between the RdRP gene under standard protocol and (A) CoV-like, (B) CoV-2 E-gene, and (C) CoV-2 N-gene using a DNA-Technology kit with the direct protocol.
Analysis of concordance in the classification of 50 problematic historical samples, which were re-processed using the direct RT-PCR validated protocol.
| 604 | >40 | >40 | (–) | 40.3 | 39.2 | Negative | Negative |
| 189 | >40 | 34.3 | 38.3 | 38.6 | 38.4 | Positive | Positive |
| 193 | >40 | 33.0 | 36.0 | 36.0 | 36.3 | Positive | Positive |
| 605 | >40 | 34.1 | 32.4 | 32.4 | 32.9 | Positive | Positive |
| 624 | >40 | >40 | 40.4 | 40.3 | 39.2 | Negative | Negative |
| 650 | >40 | >40 | 36.1 | 36.1 | 36.9 | ||
| 727 | >40 | >40 | 39.7 | 38.9 | 39.8 | Negative | Negative |
| 1,265 | >40 | 36.3 | 35.9 | 35.9 | 36.7 | Positive | Positive |
| 1,287 | >40 | 28.6 | 26.7 | 26.8 | 27.2 | Positive | Positive |
| 1,288 | >40 | >40 | (–) | (–) | (–) | Negative | Negative |
| 1,298 | >40 | 26.5 | 25.7 | 25.5 | 25.0 | Positive | Positive |
| 1,309 | >40 | 29.9 | 28.2 | 28.1 | 28.7 | Positive | Positive |
| 1,346 | >40 | 28.5 | 28.2 | 28.3 | 28.3 | Positive | Positive |
| 1,421 | >40 | (–) | 38.9 | 38.9 | (–) | Negative | Negative |
| 1,433 | >40 | 30.0 | 28.9 | 28.8 | 30.1 | Positive | Positive |
| 1,434 | >40 | 37.0 | 35.3 | 35.3 | 36.7 | Positive | Positive |
| 1,576 | >40 | 31.3 | 29.2 | 29.1 | 29.4 | Positive | Positive |
| 1,637 | >40 | (–) | (–) | (–) | (–) | Negative | Negative |
| 1,684 | >40 | 30.8 | 29.5 | 29.5 | 30.4 | Positive | Positive |
| 1,708 | >40 | 34.9 | 33.3 | 33.3 | 34.5 | Positive | Positive |
| 1,726 | >40 | (–) | (–) | (–) | (–) | Negative | Negative |
| 1,734 | >40 | 36.1 | 33.9 | 33.9 | 35.0 | Positive | Positive |
| 1,742 | >40 | 33.9 | 32.4 | 32.4 | 32.3 | Positive | Positive |
| 1,792 | >40 | (–) | (–) | (–) | (–) | Negative | Negative |
| 1,802 | >40 | (–) | (–) | (–) | (–) | Negative | Negative |
| 1,850 | >40 | 24.9 | 24.2 | 24.4 | 25.0 | Positive | Positive |
| 1,883 | >40 | 34.0 | 32.6 | 32.6 | 32.7 | Positive | Positive |
| 1,921 | >40 | 32.9 | 32.3 | 32.3 | 31.8 | Positive | Positive |
| 1,929 | >40 | >40 | 37.9 | 37.8 | 38.2 | ||
| 1,968 | >40 | 30.2 | 28.4 | 28.4 | 29.6 | Positive | Positive |
| 1,983 | >40 | 30.6 | 29.1 | 29.2 | 29.7 | Positive | Positive |
| 1,997 | >40 | (–) | (–) | 40.9 | (–) | Negative | Negative |
| 3,440 | >40 | 29.3 | 33.7 | 33.8 | 33.4 | Positive | Positive |
| 3,445 | >40 | 35.5 | 36.1 | 36.2 | 36.7 | Positive | Positive |
| 3,479 | >40 | 31.1 | 31.7 | 31.8 | 32.0 | Positive | Positive |
| 3,484 | >40 | (–) | (–) | (–) | (–) | Negative | Negative |
| 3,507 | >40 | (–) | (–) | (–) | (–) | Negative | Negative |
| 3,539 | >40 | 34.7 | 35.9 | 36.0 | 35.9 | Positive | Positive |
| 3,587 | >40 | >40 | (–) | (–) | 41.4 | Negative | Negative |
| 3,602 | >40 | 35.6 | 39.9 | 39.8 | 38.6 | Positive | Positive |
| 3,654 | >40 | (–) | (–) | (–) | (–) | Negative | Negative |
| 4,167 | >40 | 35.9 | 37.9 | 37.9 | 38.6 | Positive | Positive |
| 4,168 | >40 | 29.8 | 37.4 | 37.5 | 37.8 | Positive | Positive |
| 4,169 | >40 | 34.4 | 35.5 | 35.6 | 36.0 | Positive | Positive |
| 4,170 | >40 | 33.5 | 36.5 | 36.5 | 36.5 | Positive | Positive |
| 4,174 | >40 | (–) | (–) | (–) | (–) | Negative | Negative |
| 4,183 | >40 | >40 | (–) | (–) | (–) | Negative | Negative |
| 7,226 | >40 | 38.0 | 41.9 | 42.0 | 46.4 | ||
| 7,626 | >40 | 30.5 | 33.6 | 33.7 | 33.8 | Positive | Positive |
| 8,259 | >40 | 37.3 | 37.7 | 38.5 | 38.1 | Positive | Positive |
For standard protocol, classification was performed using results from manual RNA extraction. Differences in the diagnostic classification between the standard protocol and the direct protocol are in‘bold.
Evaluation of the clinical performance of direct RT-qPCR protocol compared to the standard protocol as reference.
| True positive | 27 | 31 |
| True negative | 103 | 16 |
| False positive | 0 | 2 |
| False negative | 0 | 1 |
| Total | 130 | 50 |
| Classification concordance | 100% | 94% |
Concordance for each, the validation and evaluation of problematic samples are shown.