Literature DB >> 33962053

A Comparative Study of Real-Time RT-PCR-Based SARS-CoV-2 Detection Methods and Its Application to Human-Derived and Surface Swabbed Material.

Aizhan Tastanova1, Corinne Isabelle Stoffel1, Andreas Dzung1, Phil Fang Cheng1, Elisa Bellini1, Pål Johansen1, Agathe Duda1, Stephan Nobbe1, Reto Lienhard2, Philipp Peter Bosshard1, Mitchell P Levesque3.   

Abstract

Real-time RT-PCR remains a gold standard in the detection of various viral diseases. In the coronavirus 2019 pandemic, multiple RT-PCR-based tests were developed to screen for viral infection. As an emergency response to increasing testing demand, we established a severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) PCR diagnostics platform for which we compared different commercial and in-house RT-PCR protocols. Four commercial, one customized, and one in-house RT-PCR protocols were evaluated with 92 SARS-CoV-2-positive and 92 SARS-CoV-2-negative samples. Furthermore, economical and practical characteristics of these protocols were compared. In addition, a highly sensitive digital droplet PCR (ddPCR) method was developed, and application of RT-PCR and ddPCR methods on SARS-CoV-2 environmental samples was examined. Very low limits of detection (1 or 2 viral copies/μL), high sensitivities (93.6% to 97.8%), and high specificities (98.7% to 100%) for the tested RT-PCR protocols were found. Furthermore, the feasibility of downscaling two of the commercial protocols, which could optimize testing capacity, was demonstrated. Tested commercial and customized RT-PCR detection kits show very good and comparable sensitivity and specificity, and the kits could be further optimized for use on SARS-CoV-2 viral samples derived from human and surface swabbed samples.
Copyright © 2021 Association for Molecular Pathology and American Society for Investigative Pathology. Published by Elsevier Inc. All rights reserved.

Entities:  

Year:  2021        PMID: 33962053      PMCID: PMC8096526          DOI: 10.1016/j.jmoldx.2021.04.009

Source DB:  PubMed          Journal:  J Mol Diagn        ISSN: 1525-1578            Impact factor:   5.568


On March 11, 2020, the World Health Organization (WHO) (Geneva, Switzerland) declared a pandemic because of the quick spread of a respiratory disease caused by the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). With cases increasing in multiple countries and high transmissibility of SARS-CoV-2, eradication is rather unrealistic in the short term. In Switzerland, the second wave of SARS-CoV-2 is predicted to be slower than the first one but with a higher case fatality rate. The same situation was reported by the WHO for Spanish influenza for which the second and third waves of the infection claimed more lives and the pandemic lasted for almost 2 years and resulted in at least 50 million deaths worldwide [Centers for Disease Control and Prevention (CDC), , last accessed September 7, 2020]. Another important factor contributing to the rapid spread of the coronavirus disease 2019 (COVID-19) pandemic is an unusually high number of asymptomatic spreaders. , Therefore, continuous testing and reliable detection of the virus are essential parts of controlling the spread of SARS-CoV-2 (WHO, , last accessed September 7, 2020). In March 2020, an in-house platform for SARS-CoV-2 diagnostics was initiated as part of an emergency response to an increasing demand for test capacity in a routine microbiology laboratory at University Hospital in Zurich, Switzerland. Currently, the gold standard for the detection and diagnosis of SARS-CoV-2 infection is based on the real-time RT-PCR. The overall goal was to provide in-house SARS-CoV-2 diagnosis to all patients and personnel to ensure the safe and efficient continuation of the health care work within the hospital and the protection of high-risk patients. The aims of this study were to i) evaluate four commercially available, one customized, and one in-house RT-PCR test by comparing the limit of detection (LoD), sensitivity using a panel of SARS-CoV-2 confirmed cases, and specificity using a group of non–COVID-19 respiratory samples; ii) examine the feasibility of down-scaling two commercial protocols to optimize the testing capacity; iii) develop a droplet digital PCR (ddPCR) assay to increase test sensitivity and provide more accurate quantitation of viral RNA; and iv) examine applicability of two validated RT-PCR protocols as well as of a ddPCR protocol on SARS-CoV-2 environmental samples.

Materials and Methods

Clinical Samples

Patient samples were collected by nasopharyngeal and/or oropharyngeal swabs (CM-FS913, iClean, San Ramon, CA) at the University Hospital Zurich and at ADMed Laboratory in La Chaux-de-Fonds, Switzerland (Copan Diagnostics, Brescia, Italy). The non–COVID-19 samples (other respiratory disease samples) were provided by ADMed Laboratory and were selected after having been tested on the Respiratory Panel FilmArray on Biofire (bioMérieux, Marcy-l'Étoile, France). Household samples were collected by swabbing of the different surfaces in a quarantined household of a SARS-CoV-2–positive patient. All swabs were stored in a viral transport medium (CDC, , Accessed March 20, 2020) or Eswab (Copan Diagnostics, Murrieta, CA) at 4°C for a maximum of 48 hours or stored at −80°C until further analyses. All household swabbing participants provided informed consent for the study, and both the assay establishment and household studies were approved by the Cantonal Ethics Committee (BASEC-Nr-2020-00660 and BASEC-Nr-2020-00659, respectively).

RNA Extraction

Viral RNA was extracted as previously described using a magnetic bead–based (SpeedBeads, GE Healthcare, Darmstadt, Germany) extraction kit for the KingFisher instrument (MagMax, Thermo Fisher Scientific, Waltham, MA).

Detection of SARS-CoV-2 by RT-PCR Protocols

Four commercially available, one customized (Pasteur Institute, Paris, France), and in-house optimized RT-PCR protocols (Table 1 ) , were compared. Primer probes design, reaction mix, and thermal cycling conditions are given in Table 2, Table 3, Table 4 respectively. All RT-PCR protocols were run according to manufacturer instructions on a QuantStudio 5 DX real-time PCR system (catalog number A36324, Thermo Fisher Scientific), and data were analyzed with the Design and Analysis Software DA version 2.4 (Thermo Fisher Scientific) except for the Euroimmun protocol, which was run on LightCycler 480 II (RocheDiagnostics, Basel, Switzerland). Fast cycling mode was used, and a comparative Ct analysis method was used.
Table 1

Description of Real-Time RT-PCR Assays Compared in the Study

RT-PCR protocolAbbreviated nameRT-PCR kit/primer and probesMastermix used in this studyPositive control
CDC 2019-Novel Coronavirus Real-Time RT-PCR Diagnostic Panel (for in vitro diagnostics)CDC2019-nCoVEUA-01 Diagnostic Panel Box, catalog number 10006606, IDT, Newark, NJTaMan, Fast Virus 1-step Maste Mix, 4444436, 10 mL, Applied Biosystems/Thermo Fisher Scientific, Waltham, MA2019-nCoV_N_Positive Control, catalog number 10006625, IDT
Applied Biosystems TaqMan 2019-nCoV Assay Kit version 1TF-SinglePlexTaqMan 2019-nCoV Assay Kit v1, catalog number A47532, Applied Biosystems/Thermo Fisher ScientificTaMan, Fast Virus 1-step Maste Mix, catalog number 4444436, 10 mL, Applied Biosystems/Thermo Fisher Scientific2019-nCoV Control version 1, catalog number A47533, Applied Biosystems/Thermo Fisher Scientific
Applied Biosystems Multiplex TaqMan 2019-nCoV Assay Kit version 2 (research use only)TF-MultiPlexTaqPath COVID-19 Combo Kit, catalog number A47813/A47814, Applied Biosystems/Thermo Fisher ScientificTaqPath1-Step Multiplex Master Mix (No ROX) (4×), catalog number A28523, Applied Biosystems/Thermo Fisher ScientificPositive Control (TaqPath COVID-19 Control Kit), catalog number A47816, Applied Biosystems/Thermo Fisher Scientific
EURORealTime SARS-CoV-2 (for research use only)EuroimmunCatalog number MP 2606-0425Provided with the kitProvided with the kit
Real-time RT-PCR assays for the detection of SARS-CoV-2,Pasteur Institute, Paris, FrancePasteur Institute Protocol Paris (WHO)https://www.who.int/docs/default-source/coronaviruse/real-time-rt-pcr-assays-for-the-detection-of-sars-cov-2-institut-pasteur-paris.pdf, last accessed November 12, 20206; ordered from Microsynth (Balgach, Switzerland)Invitrogen Superscript III Platinum One-Step quantitative RT-PCR system, catalog number 11732-088Available on request from the Pasteur Institute
In-house customized RT-PCR protocolOncobithttps://www.cdc.gov/coronavirus/2019-ncov/lab/rt-pcr-panel-primer-probes.html, last accessed September 7, 20207; ordered from MicrosynthTaqPath 1-Step Multiplex Master Mix (no ROX), catalog number A28521, Thermo Fisher ScientificSARS-CoV-2 Positive Run Control, catalog number COV019CE, Bio-Rad, Luxembourg, Luxembourg

CDC, Centers for Disease Control and Prevention; nCoV, novel coronavirus; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2; WHO, World Health Organization.

Table 2

Oligonucleotide Sequences of Primers and Probes of Oncobit Real-Time RT-PCR and Digital Droplet PCR Protocols

Primer/probe nameSequence
N2 forward primer5′-TTACAAACATTGGCCGCAAA-3′
N2 reverse primer5′-GCGCGACATTCCGAAGAA-3′
N2 probe (FAM)5′-ACAATTTGCCCCCAGCGCTTCA-3′
ORF1ab forward primer5′-CCCTGTGGGTTTTACACTTAA-3′
ORF1ab reverse primer5′-ACGATTGTGCATCAGCTGA-3′
ORF1ab probe (Cy5)5′-CCGTCTGCGGTATGTGGAAAGGTTATGG-3′
RNaseP forward primer5′-AGATTTGGACCTGCGAGCG-3′
RNaseP reverse primer5′-GAGCGGCTGTCTCCACAAGT-3′
RNaseP probe (HEX)5′-TTCTGACCTGAAGGCTCTGCGCG-3′
Table 3

Reaction Mix for Oncobit Real-Time RT-PCR Protocol

ReagentVolume per reaction, μL
TaqPath 1-Step Multiplex Master Mix (no ROX) (catalog number A28521, Thermo Fisher Scientific, Waltham, MA), 4×5
N2 probe (FAM) (100 μmol/L)0.05
ORF1ab probe (Cy5) (100 μmol/L)0.05
RNaseP probe (HEX) (100 μmol/L)0.05
N2 forward primer (100 μmol/L)0.06
N2 reverse primer (100 μmol/L)0.06
ORF1ab forward primer (100 μmol/L)0.06
ORF1ab reverse primer (100 μmol/L)0.06
RNaseP forward primer (100 μmol/L)0.03
RNaseP reverse primer (100 μmol/L)0.03
Nuclease-free water4.55
Total20.0
Table 4

Thermal Cycling Conditions for Oncobit Real-Time RT-PCR Protocol

StageStepTemperature, °CTime
HoldUracil-DNA glycosylase incubation252 minutes
HoldReverse transcription5310 minutes
HoldActivation952 minutes
Cycling (40 cycles)Denaturation953 seconds
Anneal/extension6030 seconds
Description of Real-Time RT-PCR Assays Compared in the Study CDC, Centers for Disease Control and Prevention; nCoV, novel coronavirus; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2; WHO, World Health Organization. Oligonucleotide Sequences of Primers and Probes of Oncobit Real-Time RT-PCR and Digital Droplet PCR Protocols Reaction Mix for Oncobit Real-Time RT-PCR Protocol Thermal Cycling Conditions for Oncobit Real-Time RT-PCR Protocol For the CDC protocol, an RT-PCR result was defined as inconclusive if only the N1 gene (±N3 gene) was positive or if only the N2 gene (±N3 gene) was positive. For the TF-MultiPlex (Thermo Fisher Scientific), TF-SinglePlex (Thermo Fisher Scientific), and Oncobit protocols, an RT-PCR result was considered inconclusive if only one of the two or three of the viral genes was positive. Inconclusive results were not repeated. The Euroimmun protocol (Luebeck, Germany) does not have the inconclusive category.

Detection of SARS-CoV-2 by ddPCR

The ddPCR protocol for SARS-CoV-2 detection targets two viral genomic regions of the SARS-CoV-2 gene (ORF1ab and N2) and uses the human RNase P gene as an in-process control. The following probes for the three genes were used: ORF1ab (FAM and HEX), N2 (FAM), and RNase P (HEX) (Table 2). Briefly, 20 μL of reaction mix (containing 1-Step RT-ddPCR Advanced Kit for Probes Mastermix; Bio-Rad, Luxembourg, Luxembourg) was combined with 10 μL of RNA sample for a final reaction volume of 30 μL. The final concentrations were 90 nmol/L for primers (ORF1ab, N2, RNaseP), 19.5 nmol/L for RdRP probes, 30 nmol/L for the N2 probe, and 40 nmol/L for the RNase P probe. The SARS-CoV-2 Positive Run Control (catalog number COV019CE, Bio-Rad) was used as positive control. ddPCR was run according to the program listed in Table 5 using QX200 Droplet Digital PCR System (Bio-Rad). The swabbing household samples from a laptop, newspaper, or door handle as well as the nontemplate control were tested in two independent runs.
Table 5

Thermal Cycling Conditions for Oncobit Digital Droplet PCR Protocol

StageTemperature, °CTime
Hold5060 minutes
Hold9510 minutes
Cycling (55 cycles)9530 seconds
591 minute
Hold9810 minutes
Hold41 minute
Thermal Cycling Conditions for Oncobit Digital Droplet PCR Protocol

LoD, Sensitivity, and Specificity Calculation

The LoD of four published SARS-CoV-2 detection protocols (CDC, TF-MultiPlex, TF-SinglePlex, and Euroimmun) was determined using a dilution of an external quality assessment quantitative test sample (Instand, , last accessed November 12, 2020). Linear regression was used to determine the line of best fit for the relationship between Ct and viral copies. A Ct value of 40 was set as the minimum amount of viral copies detected by RT-PCR. LoD for Oncobit ddPCR protocol was determined using a dilution of the SARS-CoV-2 Positive Run Control (catalog number COV019CE, Bio-Rad). For sensitivity and specificity value calculations of each assay, the results of RT-PCR obtained from the ADMed Laboratory were used as the gold standard reference. The sensitivity was defined with the formula TP/(TP + FN), whereas specificity was defined as TN/(TP + FP), where TP indicates true positive, FP indicates false positive, TN indicates true negative, and FN indicates false negative. If the result of tested assays matched the reference, it was labeled concordant. If the result from the tested assays did not match the reference, it was labeled discordant. Inconclusive results were excluded from sensitivity and specificity calculations.

SARS-CoV-2 Infectivity Assay

The viral infectivity assay was performed as previously described8, 9, 10 with slight modifications. Briefly, 5 × 104 Vero E6 cells (catalog number CCL-81, ATCC, Manassas, VA) were seeded on 96-well flat bottom cell culture plates in 200 μL of high glucose Dulbecco’s modified Eagle’s medium supplemented with l-glutamate, sodium pyruvate, nonessential amino acids, HEPES, 5% fetal cow serum, and Normocin (catalog number ant-nr-1, InvivoGen, Toulouse, France). After 24 hours of incubation (37°C, 5% CO2), the medium was removed, and 100 μL of a virus test solution or the positive SARS-CoV-2 control (provided by Prof. Volker Thiel, Inst. Virology & Immunology, University of Berne, Switzerland) was added in twofold serial dilutions to the cells. The plates were incubated for 48 hours at 37°C. The cells were then fixed with 10% formaldehyde solution for 15 minutes at room temperature, rinsed with phosphate-buffered saline, and stained with 1% crystal violet stain solution (catalog number 252532.1211, Pan Reac AppliChem, Darmstadt, Germany) for 15 minutes at room temperature. The staining solution was removed, the cells were rinsed twice with phosphate-buffered saline, and the plates dried at room temperature before assessment for viral plaques.

Results

Description and Comparison of SARS-CoV-2 RT-PCR Detection Protocols

The six RT-PCR protocols compared in this study use the same principle of isolating viral RNA from the nasopharyngeal and/or oropharyngeal swabs or bronchial fluid and running a 1-step RT reaction followed by real-time amplification of two or three SARS-CoV-2 target genes (Figure 1 ). Summary and comparison of all tested RT-PCR protocols is given in Table 6 . All protocols have internal controls, nontemplate controls, and positive controls. In TF-MultiPlex, the phage MS2 is added as the internal control that serves as both RNA isolation and reaction control. All other protocols except for Euroimmun (where the type of interncal control is not indicated) use a widely accepted reaction control RNAseP to ensure that RNA isolation worked and RT-PCR reaction was not inhibited. The protocol design is single plex, double plex, or multiplex. Euroimmun protocol stands out with its design, with two target probes coupled to the same reporter color FAM. The viral RNA input is 5 to 10 μL. Because of unspecific E-gene amplification (Supplemental Table S1), the protocol developed by Pasteur Institute was not used further in this comparative study.
Figure 1

Summary of different severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) real-time RT-PCR detection protocols. SARS-CoV-2 genome structure and coverage by different protocols are shown. Continuous line indicates relative gene coverage by the detection protocol. The Euroimmun and TF-MultiPlex, protocols were for research use only. CDC, Centers for Disease Control and Prevention; WHO, World Health Organization.

Table 6

Comparative Overview of Six Real Time RT-PCR Protocols

CharacteristicCDC SARS-CoV-2TF-SinglePlexTF-MultiPlexEuroimmunPasteur Institute Protocol (WHO)Oncobit RT-PCR
Targets genes (dyes)N1 (FAM)N2 (FAM)N3 (FAM)RNAseP (FAM)ORF1ab (FAM)N (VIC)S (ABY)RNAseP (JUN)ORF1ab (FAM)N (VIC)S (ABY)MS2 (JUN)ORF1ab and N (SARS-CoV-2, FAM)IC (VIC)RdRp_IP2 (FAM)RdRp_IP4 (HEX)E gene (FAM)RNAseP (HEX)ORF1ab (HEX)N2 (FAM)RNAseP (Cy5)
Targets per well4/44/34/13/14/23/1
Sample volume per well, μL55510510
Total reaction volume per well, μL202525203020
DesignSinglePlexDoublePlexMultiPlexMultiPlexDoublePlexMultiPlex
Costs, CHF11.604216.501985
Mean reaction time, minutes70607070–7510555

CDC, Centers for disease control and prevention; IC, internal control; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2; WHO, World Health Organization.

Summary of different severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) real-time RT-PCR detection protocols. SARS-CoV-2 genome structure and coverage by different protocols are shown. Continuous line indicates relative gene coverage by the detection protocol. The Euroimmun and TF-MultiPlex, protocols were for research use only. CDC, Centers for Disease Control and Prevention; WHO, World Health Organization. Comparative Overview of Six Real Time RT-PCR Protocols CDC, Centers for disease control and prevention; IC, internal control; SARS-CoV-2, severe acute respiratory syndrome coronavirus 2; WHO, World Health Organization.

LoD of Real-Time RT-PCR and ddPCR SARS-CoV-2 Detection Protocols

With a Ct value cut-off of 40, the five RT-PCR SARS-CoV-2 detection protocols (CDC, TF-MultiPlex, TF-SinglePlex, Euroimmun, and Oncobit) as well as the Oncobit ddPCR protocol had an LoD between 1 and 2 viral copies/μL (Figure 2 , A and B). Values <1 copy/μL indicate high sensitivity of the tested protocol (Figure 2, A and B).
Figure 2

Limit of detection (LoD) of real-time RT-PCR and digital droplet PCR (ddPCR) severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) detection protocols. A: LoD (viral copies per microliter) of different target genes of Centers for Disease Control and Prevention (CDC), TF-SinglePlex, TF-MultiPlex, Euroimmun, Oncobit RT-PCR, and Oncobit ddPCR SARS-CoV-2 detection protocols. B: Calculated R values of SARS-CoV-2 detection protocols.

Limit of detection (LoD) of real-time RT-PCR and digital droplet PCR (ddPCR) severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) detection protocols. A: LoD (viral copies per microliter) of different target genes of Centers for Disease Control and Prevention (CDC), TF-SinglePlex, TF-MultiPlex, Euroimmun, Oncobit RT-PCR, and Oncobit ddPCR SARS-CoV-2 detection protocols. B: Calculated R values of SARS-CoV-2 detection protocols.

Specificity and Sensitivity of Real-Time RT-PCR SARS-CoV-2 Detection Protocols

For the sensitivity and specificity of the SARS-CoV-2 detection protocols (CDC, TF-SinglePlex, TF-MultiPlex, Euroimmun, and Oncobit), a cohort of 92 SARS-CoV-2–positive samples and 92 SARS-CoV-2–negative samples was used that were provided by ADMed Laboratory. A comparison to SARS-CoV-2–positive results showed similar sensitivity of all tested protocols, with a 93.6% sensivity for TF-SinglePlex and 96.7% to 97.8% sensitivity for the other protocols (Figure 3 A). In the specificity cohort, 22 samples had a confirmed diagnosis of other respiratory diseases (Supplemental Table S2), and 70 samples tested negative for all listed respiratory diseases, including SARS-CoV-2. All protocols, except TF-SinglePlex, had no cross-reactivity (Figure 3A), including samples that tested positive for four other types of coronaviruses (Supplemental Table S2). The specificity was thus 100% for all protocols except for TF-SinglePlex, which had a specificity of 98.7% (Figure 3A).
Figure 3

Specificity and sensitivity of real-time RT-PCR severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) detection protocols. A: Performance calculation (sensitivity/specificity) as well as calculation of percentage of inconclusive results of five real-time RT-PCR detection protocols [Centers for Disease Control and Prevention (CDC), TF-SinglePlex, TF-MultiPlex, Euroimmun, and Oncobit]. The Euroimmun RT-PCR detection protocol does not have the inconclusive category; inconclusive for Euroimmun equals an invalid result. B: Heatmap summarizing concordance of five real-time RT-PCR detection protocols (CDC, TF-SinglePlex, TF-MultiPlex, Euroimmun, and Oncobit) for both sensitivity (bottom) and specificity (top) sample cohorts.

Specificity and sensitivity of real-time RT-PCR severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) detection protocols. A: Performance calculation (sensitivity/specificity) as well as calculation of percentage of inconclusive results of five real-time RT-PCR detection protocols [Centers for Disease Control and Prevention (CDC), TF-SinglePlex, TF-MultiPlex, Euroimmun, and Oncobit]. The Euroimmun RT-PCR detection protocol does not have the inconclusive category; inconclusive for Euroimmun equals an invalid result. B: Heatmap summarizing concordance of five real-time RT-PCR detection protocols (CDC, TF-SinglePlex, TF-MultiPlex, Euroimmun, and Oncobit) for both sensitivity (bottom) and specificity (top) sample cohorts. Inconclusive results were found in 0.5% to 3.2% of these 184 samples, with TF-MultiPlex and Oncobit providing the most accuracy (Figure 3A). Comparing RT-PCR results (positive, negative, or inconclusive) of all 184 samples, the overall nonconcordance between all the protocols was 14.7% (Figure 3B).

Optimization of Testing Capacity

To optimize testing capacity, recommended reaction volumes in commercial protocols were downscaled, and published primer/probe sequences were customized to have an in-house developed protocol (Oncobit). Using a previously confirmed SARS-CoV-2–positive cohort of 14 samples, the CDC and TF-MultiPlex protocols were compared with recommended reaction volume and reaction volumes reduced by 50%. RNA sample input was always the same. The Oncobit protocol was the cheapest (Table 6), had the shortest RT-PCR reaction time requirement (Table 6), and had the most reliable access to consumables (Microsynth, Balgach, Switzerland). The specificity and sensitivity of the Oncobit protocol were comparable with other commercial SARS-CoV-2 RT-PCR detection kits (Figure 3, A and B). A downscaled CDC protocol showed two (14.3%) inconclusive results, a standard TF-MultiPlex protocol showed one (7.1%) false-negative result, and a downscaled TF-MultiPlex protocol revealed one (7.1%) false-negative as well as one (7.1%) inconclusive result (Figure 4 A). Furthermore, LoD of downscaled CDC and TF-MultiPlex protocols showed a sensitivity of 1 copy/μL with a Ct value cut-off of 40 (Figure 4B).
Figure 4

Downscaling of the Centers for Disease Control and Prevention (CDC) and TF-MultiPlex protocols. A: Heatmap summarizing results of standard and downscaled protocol (CDC and TF-MultiPlex). For the CDC protocol, a RT-PCR result was defined inconclusive if RT-PCR was positive for only N1 (±N3) or for only N2 (±N3). For TF-MultiPlex a RT-PCR result was considered inconclusive if only one of the viral genes was positive. B: Limit of detection (LoD) (copies per microliter) and R values of downscaled protocols (CDC and TF-MultiPlex). NTC, nontemplate control; PC, positive control.

Downscaling of the Centers for Disease Control and Prevention (CDC) and TF-MultiPlex protocols. A: Heatmap summarizing results of standard and downscaled protocol (CDC and TF-MultiPlex). For the CDC protocol, a RT-PCR result was defined inconclusive if RT-PCR was positive for only N1 (±N3) or for only N2 (±N3). For TF-MultiPlex a RT-PCR result was considered inconclusive if only one of the viral genes was positive. B: Limit of detection (LoD) (copies per microliter) and R values of downscaled protocols (CDC and TF-MultiPlex). NTC, nontemplate control; PC, positive control.

Application of SARS-CoV-2 Detection Protocols on Swabbed Surfaces

Having compared and established the RT-PCR protocols for SARS-CoV-2 diagnostics, the possibility of application of the RT-PCR and ddPCR protocol for SARS-CoV-2 detection on environmental samples was examined. Swabs of different surfaces from a SARS-CoV-2 quarantined household were collected and analyzed by two validated RT-PCR protocols. In addition, an in-house ddPCR protocol was developed to accurately detect and quantify virus. On the day of household surface swabbing (April 25, 2020) of the SARS-CoV-2–positive family, only patient 2 was swabbed again and tested positive but reported no symptoms (Supplemental Figure S1A). The pharyngeal swab as well as the swabbed surface samples were collected on the same day and tested with three different SARS-CoV-2 detection protocols (CDC, TF-MultiPlex, and ddPCR). The pharyngeal swab tested positive (cycle thresholds >30) on three different protocols. The laptop keyboard and two more swabbed surface (the door handle and newspaper) samples had positive and inconclusive results, respectively (Supplemental Table S3), whereas no infectivity for any of the samples was detected (Supplemental Figure S1B).

Discussion

Real-time RT-PCR remains the most sensitive method for early detection of SARS-CoV-2. We report a comparison of LoD, specificity, sensitivity, economic, and practical advantages of four commercial SARS-CoV-2 detection kits as well as one optimized in-house RT-PCR SARS-CoV-2 protocol. A study comparing RT-PCR with rapid fluorescence immunochromatographic assay–based SARS-CoV-2 nucleocapsid protein antigen detection method showed that sensitivity of the rapid method was only approximately 75.6%; therefore, RT-PCR remains a more sensitive detection method for SARS-CoV-2. Most of the reported multiplatform comparison studies on real-time RT-PCR SARS-CoV-2 detection performed the benchmarking only on a limited number of samples and tested only commercial detection kits, , and some studies limited the comparison only to sensitivity assessment. In this study, a low LoD and high sensitivity for four commercial SARS-CoV-2 RT-PCR detection protocols were observed by using standard quantitative test samples and a cohort of 92 SARS-CoV-2–positive samples, respectively. Furthermore, specificity of those protocols was tested and confirmed with 92 samples that had confirmed SARS-CoV-2–negative result or were collected in prepandemic times from patients presenting with respiratory symptoms (Supplemental Table S2). In addition, downscaling of two commercial protocols that were chosen for the diagnostic routine (CDC and TF-MultiPlex) could be an option to save resources. This downscaling is especially important in times when a high demand for SARS-CoV-2 testing causes supply chain problems as occurred at the beginning of the pandemic in Europe. As an alternative strategy to optimize costs and increase testing capacity, an in-house protocol was developed in collaboration with the diagnostics company Oncobit by adapting previously published primer sequences for multiplex analysis. The customized Oncobit protocol was the least costly and fastest protocol when compared with other commercial RT-PCR protocols tested in this study. To expand the application of RT-PCR–based detection protocols, a testing of swabbed surfaces from a SAR-CoV-2 quarantined household was performed. Results showed that RT-PCR protocols detected the viral genetic material on the laptop keyboard, and this result was confirmed by a more sensitive ddPCR method. Two more surfaces showed inconclusive results (a newspaper and a door handle, with viral copies detectable by ddPCR, however below the LoD) (Supplemental Table S3). Nasopharyngeal swab taken on the same day tested positive; however, infectivity assay for all samples showed negative results. These findings demonstrate the possibility of applying the RT-PCR–based protocols on nonpatient samples that could be of use for larger environmental studies. Summarizing the comparative study, we found that most commercial and customized RT-PCR–based detection protocols are highly effective at detecting viral presence in classic nasopharyngeal and/or oropharyngeal swabs, and because of its high sensitivity, RT-PCR–based detection protocols can be applied to the testing of environmental samples.
  11 in total

1.  Comparative tropism, replication kinetics, and cell damage profiling of SARS-CoV-2 and SARS-CoV with implications for clinical manifestations, transmissibility, and laboratory studies of COVID-19: an observational study.

Authors:  Hin Chu; Jasper Fuk-Woo Chan; Terrence Tsz-Tai Yuen; Huiping Shuai; Shuofeng Yuan; Yixin Wang; Bingjie Hu; Cyril Chik-Yan Yip; Jessica Oi-Ling Tsang; Xiner Huang; Yue Chai; Dong Yang; Yuxin Hou; Kenn Ka-Heng Chik; Xi Zhang; Agnes Yim-Fong Fung; Hoi-Wah Tsoi; Jian-Piao Cai; Wan-Mui Chan; Jonathan Daniel Ip; Allen Wing-Ho Chu; Jie Zhou; David Christopher Lung; Kin-Hang Kok; Kelvin Kai-Wang To; Owen Tak-Yin Tsang; Kwok-Hung Chan; Kwok-Yung Yuen
Journal:  Lancet Microbe       Date:  2020-04-21

Review 2.  Prevalence of Asymptomatic SARS-CoV-2 Infection : A Narrative Review.

Authors:  Daniel P Oran; Eric J Topol
Journal:  Ann Intern Med       Date:  2020-06-03       Impact factor: 25.391

Review 3.  Comparing SARS-CoV-2 with SARS-CoV and influenza pandemics.

Authors:  Eskild Petersen; Marion Koopmans; Unyeong Go; Davidson H Hamer; Nicola Petrosillo; Francesco Castelli; Merete Storgaard; Sulien Al Khalili; Lone Simonsen
Journal:  Lancet Infect Dis       Date:  2020-07-03       Impact factor: 25.071

4.  Comparison of Four Molecular In Vitro Diagnostic Assays for the Detection of SARS-CoV-2 in Nasopharyngeal Specimens.

Authors:  Wei Zhen; Ryhana Manji; Elizabeth Smith; Gregory J Berry
Journal:  J Clin Microbiol       Date:  2020-07-23       Impact factor: 5.948

5.  Prevalence and clinical characterization of cancer patients with asymptomatic SARS-CoV-2 infection history.

Authors:  Jianping Bi; Yongping Lin; Ran Zhong; Guowu Jiang; Vivek Verma; Hongwei Shi; Jianfu Li; Xianli Tong; Yanping Li; Desheng Hu; Wenhua Liang; Guang Han; Jianxing He
Journal:  J Infect       Date:  2020-07-22       Impact factor: 6.072

6.  Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR.

Authors:  Victor M Corman; Olfert Landt; Marco Kaiser; Richard Molenkamp; Adam Meijer; Daniel Kw Chu; Tobias Bleicker; Sebastian Brünink; Julia Schneider; Marie Luisa Schmidt; Daphne Gjc Mulders; Bart L Haagmans; Bas van der Veer; Sharon van den Brink; Lisa Wijsman; Gabriel Goderski; Jean-Louis Romette; Joanna Ellis; Maria Zambon; Malik Peiris; Herman Goossens; Chantal Reusken; Marion Pg Koopmans; Christian Drosten
Journal:  Euro Surveill       Date:  2020-01

7.  Highly accurate and sensitive diagnostic detection of SARS-CoV-2 by digital PCR.

Authors:  Lianhua Dong; Junbo Zhou; Chunyan Niu; Quanyi Wang; Yang Pan; Sitong Sheng; Xia Wang; Yongzhuo Zhang; Jiayi Yang; Manqing Liu; Yang Zhao; Xiaoying Zhang; Tao Zhu; Tao Peng; Jie Xie; Yunhua Gao; Di Wang; Xinhua Dai; Xiang Fang
Journal:  Talanta       Date:  2020-10-27       Impact factor: 6.057

8.  Accuracy of a nucleocapsid protein antigen rapid test in the diagnosis of SARS-CoV-2 infection.

Authors:  Bo Diao; Kun Wen; Ji Zhang; Jian Chen; Chao Han; Yongwen Chen; Shufeng Wang; Guohong Deng; Hongwei Zhou; Yuzhang Wu
Journal:  Clin Microbiol Infect       Date:  2020-10-05       Impact factor: 8.067

9.  Comparison of commercial realtime reverse transcription PCR assays for the detection of SARS-CoV-2.

Authors:  Zsófia Iglói; Margareta Leven; Zain Abdel-Karem Abou-Nouar; Babette Weller; Veerle Matheeussen; Jasmine Coppens; Marion Koopmans; Richard Molenkamp
Journal:  J Clin Virol       Date:  2020-06-17       Impact factor: 3.168

10.  Comparison of seven commercial RT-PCR diagnostic kits for COVID-19.

Authors:  Puck B van Kasteren; Bas van der Veer; Sharon van den Brink; Lisa Wijsman; Jørgen de Jonge; Annemarie van den Brandt; Richard Molenkamp; Chantal B E M Reusken; Adam Meijer
Journal:  J Clin Virol       Date:  2020-05-08       Impact factor: 3.168

View more
  5 in total

Review 1.  Advanced Molecular and Immunological Diagnostic Methods to Detect SARS-CoV-2 Infection.

Authors:  John Charles Rotondo; Fernanda Martini; Martina Maritati; Elisabetta Caselli; Carla Enrica Gallenga; Matteo Guarino; Roberto De Giorgio; Chiara Mazziotta; Maria Letizia Tramarin; Giada Badiale; Mauro Tognon; Carlo Contini
Journal:  Microorganisms       Date:  2022-06-10

2.  Real-Time fast PCR amplification using designated and conventional real time thermal cycler systems: COVID-19 perspective.

Authors:  Md Walid Hossain; Mohabbat Hossain; Khalid Arafath; Subarna Sayed Ety; Md Mahade Hasan Shetu; Mazbahul Kabir; Farjana Akther Noor; Kaiissar Mannoor
Journal:  PLoS One       Date:  2022-10-20       Impact factor: 3.752

Review 3.  An Overview of SARS-CoV-2 Molecular Diagnostics in Europe.

Authors:  Emma Davies; Hamzah Z Farooq; Benjamin Brown; Peter Tilston; Ashley McEwan; Andrew Birtles; Robert William O'Hara; Shazaad Ahmad; Nicholas Machin; Louise Hesketh; Malcolm Guiver
Journal:  Clin Lab Med       Date:  2022-03-08       Impact factor: 2.172

Review 4.  Diagnostic Approaches For COVID-19: Lessons Learned and the Path Forward.

Authors:  Maha Alafeef; Dipanjan Pan
Journal:  ACS Nano       Date:  2022-08-03       Impact factor: 18.027

5.  Federated Learning Approach with Pre-Trained Deep Learning Models for COVID-19 Detection from Unsegmented CT images.

Authors:  Lucian Mihai Florescu; Costin Teodor Streba; Mircea-Sebastian Şerbănescu; Mădălin Mămuleanu; Dan Nicolae Florescu; Rossy Vlăduţ Teică; Raluca Elena Nica; Ioana Andreea Gheonea
Journal:  Life (Basel)       Date:  2022-06-26
  5 in total

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