TY - JOUR
T1 - Design of SARS-CoV-2 Variant-Specific PCR Assays Considering Regional and Temporal Characteristics
AU - Oh, Chamteut
AU - Sashittal, Palash
AU - Zhou, Aijia
AU - Wang, Leyi
AU - El-Kebir, Mohammed
AU - Nguyen, Thanh H
N1 - Funding Information:
We acknowledge funding from the Grainger College of Engineering and the Jump ARCHES program of OSF Healthcare in conjunction with the University of Illinois. Sequencing was funded in part by the Food and Drug Administration Veterinary Laboratory Investigation and Response Network (FOA PAR-17-141) under grant no. 1U18FD006673-01. M.E.-K. acknowledges the National Science Foundation (grant no. CCF-2027669 and CCF-2046488).
Publisher Copyright:
© 2022 American Society for Microbiology.
PY - 2022/4
Y1 - 2022/4
N2 - Monitoring the prevalence of SARS-CoV-2 variants is necessary to make informed public health decisions during the COVID-19 pandemic. PCR assays have received global attention, facilitating a rapid understanding of variant dynamics because they are more accessible and scalable than genome sequencing. However, as PCR assays target only a few mutations, their accuracy could be reduced when these mutations are not exclusive to the target variants. Here we introduce PRIMES, an algorithm that evaluates the sensitivity and specificity of SARS-CoV-2 variant-specific PCR assays across different geographical regions by incorporating sequences deposited in the GISAID database. Using PRIMES, we determined that the accuracy of several PCR assays decreased when applied beyond the geographic scope of the study in which the assays were developed. Subsequently, we used this tool to design Alpha and Delta variant-specific PCR assays for samples from Illinois, USA. In silico analysis using PRIMES determined the sensitivity/specificity to be 0.99/0.99 for the Alpha variant-specific PCR assay and 0.98/1.00 for the Delta variant-specific PCR assay in Illinois, respectively. We applied these two variant-specific PCR assays to six local sewage samples and determined the dominant SARS-CoV-2 variant of either the wild type, the Alpha variant, or the Delta variant. Using next-generation sequencing (NGS) of the spike (S) gene amplicons of the Delta variant-dominant samples, we found six mutations exclusive to the Delta variant (S:T19R, S:D156/157, S:L452R, S:T478K, S:P681R, and S:D950N). The consistency between the variant-specific PCR assays and the NGS results supports the applicability of PRIMES.
AB - Monitoring the prevalence of SARS-CoV-2 variants is necessary to make informed public health decisions during the COVID-19 pandemic. PCR assays have received global attention, facilitating a rapid understanding of variant dynamics because they are more accessible and scalable than genome sequencing. However, as PCR assays target only a few mutations, their accuracy could be reduced when these mutations are not exclusive to the target variants. Here we introduce PRIMES, an algorithm that evaluates the sensitivity and specificity of SARS-CoV-2 variant-specific PCR assays across different geographical regions by incorporating sequences deposited in the GISAID database. Using PRIMES, we determined that the accuracy of several PCR assays decreased when applied beyond the geographic scope of the study in which the assays were developed. Subsequently, we used this tool to design Alpha and Delta variant-specific PCR assays for samples from Illinois, USA. In silico analysis using PRIMES determined the sensitivity/specificity to be 0.99/0.99 for the Alpha variant-specific PCR assay and 0.98/1.00 for the Delta variant-specific PCR assay in Illinois, respectively. We applied these two variant-specific PCR assays to six local sewage samples and determined the dominant SARS-CoV-2 variant of either the wild type, the Alpha variant, or the Delta variant. Using next-generation sequencing (NGS) of the spike (S) gene amplicons of the Delta variant-dominant samples, we found six mutations exclusive to the Delta variant (S:T19R, S:D156/157, S:L452R, S:T478K, S:P681R, and S:D950N). The consistency between the variant-specific PCR assays and the NGS results supports the applicability of PRIMES.
KW - COVID-19
KW - severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)
KW - in silico analysis
KW - SARS-CoV-2 variants
KW - PRIMES
KW - wastewaterbased epidemiology
KW - PCR assays
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U2 - 10.1128/aem.02289-21
DO - 10.1128/aem.02289-21
M3 - Article
C2 - 35285246
SN - 0099-2240
VL - 88
JO - Applied and environmental microbiology
JF - Applied and environmental microbiology
IS - 7
M1 - e0228921
ER -