| Literature DB >> 34069710 |
Foteini Roumani1,2, Sarah Azinheiro1,2, Hugo Sousa3,4, Ana Sousa3,4, Mafalda Timóteo4, Tatiana Varandas3,4, Daniela Fonseca-Silva3, Inês Baldaque3, Joana Carvalho1,2, Marta Prado1, Alejandro Garrido-Maestu1.
Abstract
SARS-CoV-2 is the coronavirus responsible for COVID-19, which has spread worldwide, affecting more than 200 countries, infecting over 140 million people in one year. The gold standard to identify infected people is RT-qPCR, which is highly sensitive, but needs specialized equipment and trained personnel. The demand for these reagents has caused shortages in certain countries. Isothermal nucleic acid techniques, such as loop-mediated isothermal amplification (LAMP) have emerged as an alternative or as a complement to RT-qPCR. In this study, we developed and evaluated a multi-target RT-LAMP for the detection of SARS-CoV-2. The method was evaluated against an RT-qPCR in 152 clinical nasopharyngeal swab samples. The results obtained indicated that both assays presented a "good concordance" (Cohen's k of 0.69), the RT-LAMP was highly specific (99%) but had lower sensitivity compared to the gold standard (63.3%). The calculated low sensitivity was associated with samples with very low viral load (RT-qPCR Cq values higher than 35) which may be associated with non-infectious individuals. If an internal Cq threshold below 35 was set, the sensitivity and Cohen's k increased to 90.9% and 0.92, respectively. The interpretation of the Cohen's k for this was "very good concordance". The RT-LAMP is an attractive approach for frequent individual testing in decentralized setups.Entities:
Keywords: N; ORF3a; ORF8; RT-LAMP; SARS-CoV-2; clinical evaluation
Year: 2021 PMID: 34069710 PMCID: PMC8161362 DOI: 10.3390/v13050940
Source DB: PubMed Journal: Viruses ISSN: 1999-4915 Impact factor: 5.048
LAMP primers.
| Target | Primer | Sequence (5′->3′) | Reference |
|---|---|---|---|
| ORF8 | ORF8-FIP | AGG ACA CGG GTC ATC AAC TAC AAG CTG CAT TTC ACC AAGAA | [ |
| ORF8-BIP | AGG AGC TAG AAA ATC AGC ACC TAT GGG TGA TTT AGA ACC AGC | ||
| ORF8-F3 | ACT TGT CAC GCC TAA ACG | ||
| ORF8-B3 | CTA CCC AAT TTA GGT TCC TGG | ||
| ORF8-LF | TGG TTG ATG TTG AGT ACA TGAC | ||
| ORF8-LB | AAT TGA ATT GTG CGT GGA TGAG | ||
| ORF3a | GMP-ORF3a-FIP | GAA GCG CTCT GAA AAA CAG CAA GAA G-CCT CAC TCC CTT TCG GAT | This study |
| GMP-ORF3a-BIP | CTA GCA CTC TCC AAG GGT GTT CAC-GAG CAA AAG GTG TGA GTA AAC TG | ||
| GMP-ORF3a-F3 | CGC GCT ACT GCA ACG ATA C | ||
| GMP-ORF3a-B3 | TTC AAG GCC AGC AGC AAC | ||
| GMP-ORF3a-LF | GTG CAA CGC CAA CAA TAA GCC | ||
|
| GMP-N-FIP | AGA CGG CAT CAT ATG GGT TGC A | This study |
| GMP-N-BIP | TCT GGC CCA GTT CCT AGG TAG T | ||
| GMP-N-F3 | ATT GGC TAC TAC CGA AGA GCT | ||
| GMP-N-B3 | AGG AAG TTG TAG CAC GAT TGC | ||
| GMP-N-LF | TAC CAT CTT GGA CTG AGA TCT TTC A | ||
| GMP-N-LB | ACT GAG GGA GCC TTG AAT ACA CCA | ||
|
| FIP | GTG TGA CCC TGA AGA CTC GGT TTT AGC CAC TGA CTC GGA TC | [ |
| BIP | CCT CCG TGA TAT GGC TCT TCG TTT TTT TCT TAC ATG GCT CTG GTC | ||
| F3 | TTG ATG AGC TGG AGC CA | ||
| B3 | CAC CCT CAA TGC AGA GTC | ||
| LF | ATG TGG ATG GCT GAG TTG TT | ||
| LB | CAT GCT GAG TAC TGG ACC TC |
“tttt” is an FIP/BIP sequence linker.
Figure 1Circular representation of the complete genome of SARS-CoV-2 (NC_045512) corresponding to the isolate Wuhan-Hu-1, highlighting in green the different viral genes and in orange the fragments amplified by the primers selected in this study.
Figure 2Typical amplification plots (a) and melt curves (b) obtained with the synthetic control 1 for ORF8, ORF3a, and N. ΔRn is the magnitude of normalized fluorescence signal, relative to the baseline fluorescence, generated by the reporter at each cycle during the amplification.
Figure 3Detection probability of the fluorescence-based RT-LAMP for all the targets (a). The results of the probit analysis is shown in (b) for ORF8, (c) for ORF3a, and (d) for N. Graphs generated with MedCalc.
Clinical evaluation of the RT-LAMP.
| RT–qPCR Limit * | PA | NA | PD | ND | SE (95% CI) | SP (95% CI) | AC (95% CI) | PPV (95% CI) | NPV (95% CI) | k |
|---|---|---|---|---|---|---|---|---|---|---|
| RT–LAMP | 31 | 102 | 1 | 18 | 63.3 (48.3–76.6) | 99.0 (94.7–100) | 87.5 (81.2–82.3) | 96.9 (83.8–99.9) | 85.0 (77.3–90.9) | 0.69 |
| RT–LAMP Cq <20 | 11 | 102 | 1 | 1 | 91.7 (61.5–99.8) | 99.0 (94.7–100) | 98.3 (95.9–100) | 91.7 (61.5–99.8) | 99.0 (94.7–100) | 0.91 |
| RT–LAMP Cq <25 | 24 | 102 | 1 | 1 | 96.0 (79.6–99.9) | 99.0 (94.7–100) | 98.4 (94.5–99.8) | 96.0 (79.6–99.9) | 99.0 (94.7–100) | 0.95 |
| RT–LAMP Cq <30 | 28 | 102 | 1 | 1 | 96.6 (82.2–99.9) | 99.0 (94.7–100) | 98.5 (94.6–99.8) | 96.6 (82.2–99.9) | 99.0 (94.7–100) | 0.96 |
| RT–LAMP Cq <35 ** | 30 | 102 | 1 | 3 | 90.9 (75.7–98.1) | 99.0 (94.7–100) | 97.1 (92.6–99.2) | 96.8 (83.3–99.9) | 97.1 (91.9–99.4) | 0.92 |
* Results obtained by RT–LAMP for samples at the given RT–qPCR Cq value. ** Internally established threshold. PA: positive agreement. PD: positive deviation. NA: negative agreement. ND: negative deviation. SE: relative sensitivity. SP: relative specificity. AC: relative accuracy. PPV: positive predictive value. NPV: negative predictive value. k: index kappa of concordance. Interpretation of k: 0.4–0.6 “moderate concordance”; 0.61–0.8 “good concordance”; 0.81–1.00 “very good concordance” according to [33].
Figure 4RT-qPCR Cq values obtained with the Allplex 2019-nCoV Assay for all the positive samples identified in this study. In each column, the average along with the standard deviation is preScheme 49. For positive samples identified by the reference RT-qPCR, 34 were positive for all the screened genes (E, RdRp/S, and N). One was positive for the combination E- RdRP/S, 5 for RdRP/S- N, 2 were positive for the combination E/N, and regarding samples with one single positive target by RT-qPCR, 1 sample was positive only for RdRP/S, 3 only for N, and another 3 only positive for E.
Percentage of positive results for the RT-LAMP targets in different Cq value ranges.
| Cq (Number of Samples) | ORF8 | ORF3a | |
|---|---|---|---|
| <20 ( | 10 (83.3%) * | 10 (83.3%)* | 11 (91.7%)* |
| 20–25 ( | 12 (92.3%) | 11 (84.6%) | 13 (100%) |
| 25–30 ( | 3 (75%) | 0 (0%) | 4 (100%) |
| 30–35 ( | 1 (6.25%) | 0 (0%) | 2 (12.5%) |
| >35 ( | 0 (0%) | 0 (0%) | 1 (6.25%) |
Cq value corresponds to the average value obtained for the three targets, E, RdRp/S, and N, of the Allplex 2019-nCoV Assay. * By excluding the sample that obtained negative results in the RT-qPCR following the Institute Pasteur’s protocol, the % increases to 91.7 for ORF 8 and ORF3a, and to 100% for N.