| Literature DB >> 33916661 |
Francesco Damin1, Silvia Galbiati2, Stella Gagliardi3, Cristina Cereda3, Francesca Dragoni3,4, Claudio Fenizia5, Valeria Savasi6,7, Laura Sola1, Marcella Chiari1.
Abstract
A new coronavirus (SARS-CoV-2) caused the current coronavirus disease (Covid-19) epidemic. Reverse transcription-quantitative polymerase chain reaction (RT-qPCR) is used as the gold standard for clinical detection of SARS-CoV-2. Under ideal conditions, RT-qPCR Covid-19 assays have analytical sensitivity and specificity greater than 95%. However, when the sample panel is enlarged including asymptomatic individuals, the sensitivity decreases and false negatives are reported. Moreover, RT-qPCR requires up to 3-6 h with most of the time involved in RNA extraction from swab samples. We introduce CovidArray, a microarray-based assay, to detect SARS-CoV-2 markers N1 and N2 in the nasopharyngeal swabs. The method is based on solid-phase hybridization of fluorescently-labeled amplicons upon RNA extraction and reverse transcription. This approach combines the physical-optical properties of the silicon substrate with the surface chemistry used to coat the substrate to obtain a diagnostic tool of great sensitivity. Furthermore, we used an innovative approach, RNAGEM, to extract and purify viral RNA in less than 15 min. We correctly assigned 12 nasopharyngeal swabs, previously analyzed by RT-qPCR. Thanks to the CovidArray sensitivity we were able to identify a false-negative sample. CovidArray is the first DNA microarray-based assay to detect viral genes in the swabs. Its high sensitivity and the innovative viral RNA extraction by RNAGEM allows the reduction of both the amount of false-negative results and the total analysis time to about 2 h.Entities:
Keywords: Covid-19; RT-qPCR; SARS-CoV-2; microarray; microarray-based assay; molecular diagnostics
Mesh:
Substances:
Year: 2021 PMID: 33916661 PMCID: PMC8038375 DOI: 10.3390/s21072490
Source DB: PubMed Journal: Sensors (Basel) ISSN: 1424-8220 Impact factor: 3.576
Figure 1Flowchart and timeline of the SARS-CoV-2 diagnostic workflow for CovidArray (A) and standard reverse transcription-quantitative polymerase chain reaction (RT-qPCR) assay [28] (B).
RT-qPCR for N1 and N2.
| Nasopharyngeal Swabs | N1 qPCR (Ct) 1 | N2 qPCR (Ct) 1 |
|---|---|---|
| S1 | 20.61 | 20.45 |
| S2 | 21.83 | 29.31 |
| S3 | N/A 2 | N/A 2 |
| S4 | 38.49 | N/A 2 |
| S5 | 35.86 | N/A 2 |
1 Cycle Threshold. 2 not applicable.
Figure 2Analysis of 5 nasopharyngeal swabs by CovidArray. (A) Spotting schema of the CovidArray. Silicon chips coated with MCP-4 are used as substrates for the covalent attachment of amino-modified capture probe oligonucleotides arrayed at discrete locations. Each position in the grid identifies an individual capture probe address corresponding to nucleocapsid1 and 2 regions (N1 and N2), human Ribonuclease P gene (RPP30), and negative control (not correlated oligonucleotide probe). (B) Cy3 fluorescence images of eighteen different silicon chips. Each robotically spotted array is hybridized with an individual single-strand Cy3-labelled polymerase chain reaction (PCR) products corresponding to (from top to bottom) N1, N2, RPP30 amplicons of five nasopharyngeal samples (S1–S5) and with the No Template Control (NTC). Laser Power: Low; PMT: 5%.
Figure 3Plots of the relative fluorescence intensity (blue and green bars) of the images in Figure 2B, and the copies number/μL of the corresponding droplet digital PCR (ddPCR) (yellow and red bars), for the N1 (A) and N2 (B) markers. The blue and green bars are the average of the relative fluorescence intensity (RFI) of the 36 spots (6 × 6 subarrays) of each capture probe subarrays. The error bars are the standard deviations of the fluorescence intensity of the subarray.
Correspondence between RT-qPCR Ct and CovidArray.
| Sample Id | N1 qPCR (Ct) 1 | N2 qPCR (Ct) 1 | CovidArray |
|---|---|---|---|
| N017 | 34.66 | 39.35 | POSITIVE |
| N053 | N/Ab | N/Ab | NEGATIVE |
| B001 | 34.74 | 35.16 | POSITIVE |
| N141 | 14.48 | 12.83 | POSITIVE |
| N051 | N/A 2 | N/A 2 | NEGATIVE |
| B210 | 33.24 | 42.5 | POSITIVE |
| B243 | 25.82 | 39.29 | POSITIVE |
1 Cycle Threshold. 2 not applicable.
Figure 4CovidArray Limit of detection. (A) Plot of the relative fluorescence intensity (RFI) of the N1 and N2 signals. The points, calculated as the average of the intensity of 36 spots, correspond to the number of copies/μL of linear DNA standard 2019-CoV Plasmid Control. The value at point 0 represents the relative fluorescence intensity of the background with no 2019-CoV Plasmid Control. The error bars are the standard deviations of the fluorescence intensity of each chip. The equations of the trend lines are utilized to extrapolate the limit of detection (LOD) for the assay. (B) The extrapolated limits of detection for the N1 and N2 marker.
Figure 5Multiplex analysis of 5 nasopharyngeal swabs by CovidArray. (A) Spotting schema of the CovidArray. (B) Cy3 fluorescence images of six silicon chips. Each CovidArray is hybridized with a triplex Cy3-labelled PCR specific for N1, N2, RPP30 gene from the samples S1-S5 or with a No Template Control (NTC). (C) The plot of the relative fluorescence intensity of the silicon chips shown in panel B. Laser Power: Low; PMT: 5%. All the bars are the average of the intensity of the 36 spots (6 × 6 subarrays) of each capture probe subarrays. The error bars are the standard deviations of the fluorescence intensity of each subarray.