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基于全基因组测序的奥密克戎变异株 BA.4 和 BA.5 对 SARS-CoV-2 检测 RT-qPCR 检测方法敏感性影响的计算机评估。

In silico evaluation of the impact of Omicron variant of concern sublineage BA.4 and BA.5 on the sensitivity of RT-qPCR assays for SARS-CoV-2 detection using whole genome sequencing.

机构信息

Protein Bioinformatics Laboratory, Department of Biotechnology, Bhupat and Jyoti Mehta School of Biosciences, Indian Institute of Technology Madras, Chennai, Tamil Nadu, India.

Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA.

出版信息

J Med Virol. 2023 Jan;95(1):e28241. doi: 10.1002/jmv.28241. Epub 2022 Nov 8.

Abstract

BACKGROUND

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) variant of concern (VoC) Omicron (B.1.1.529) has rapidly spread around the world, presenting a new threat to global public human health. Due to the large number of mutations accumulated by SARS-CoV-2 Omicron, concerns have emerged over potentially reduced diagnostic accuracy of reverse-transcription polymerase chain reaction (RT-qPCR), the gold standard diagnostic test for diagnosing coronavirus disease 2019 (COVID-19). Thus, we aimed to assess the impact of the currently endemic Omicron sublineages BA.4 and BA.5 on the integrity and sensitivity of RT-qPCR assays used for coronavirus disease 2019 (COVID-19) diagnosis via in silico analysis. We employed whole genome sequencing data and evaluated the potential for false negatives or test failure due to mismatches between primers/probes and the Omicron VoC viral genome.

METHODS

In silico sensitivity of 12 RT-qPCR tests (containing 30 primers and probe sets) developed for detection of SARS-CoV-2 reported by the World Health Organization (WHO) or available in the literature, was assessed for specifically detecting SARS-CoV-2 Omicron BA.4 and BA.5 sublineages, obtained after removing redundancy from publicly available genomes from National Center for Biotechnology Information (NCBI) and Global Initiative on Sharing Avian Influenza Data (GISAID) databases. Mismatches between amplicon regions of SARS-CoV-2 Omicron VoC and primers and probe sets were evaluated, and clustering analysis of corresponding amplicon sequences was carried out.

RESULTS

From the 1164 representative SARS-CoV-2 Omicron VoC BA.4 sublineage genomes analyzed, a substitution in the first five nucleotides (C to T) of the amplicon's 3'-end was observed in all samples resulting in 0% sensitivity for assays HKUnivRdRp/Hel (mismatch in reverse primer) and CoremCharite N (mismatch in both forward and reverse primers). Due to a mismatch in the forward primer's 5'-end (3-nucleotide substitution, GGG to AAC), the sensitivity of the ChinaCDC N assay was at 0.69%. The 10 nucleotide mismatches in the reverse primer resulted in 0.09% sensitivity for Omicron sublineage BA.4 for Thai N assay. Of the 1926 BA.5 sublineage genomes, HKUnivRdRp/Hel assay also had 0% sensitivity. A sensitivity of 3.06% was observed for the ChinaCDC N assay because of a mismatch in the forward primer's 5'-end (3-nucleotide substitution, GGG to AAC). Similarly, due to the 10 nucleotide mismatches in the reverse primer, the Thai N assay's sensitivity was low at 0.21% for sublineage BA.5. Further, eight assays for BA.4 sublineage retained high sensitivity (more than 97%) and 9 assays for BA.5 sublineage retained more than 99% sensitivity.

CONCLUSION

We observed four assays (HKUnivRdRp/Hel, ChinaCDC N, Thai N, CoremCharite N) that could potentially result in false negative results for SARS-CoV-2 Omicron VoCs BA.4 and BA.5 sublineages. Interestingly, CoremCharite N had 0% sensitivity for Omicron Voc BA.4 but 99.53% sensitivity for BA.5. In addition, 66.67% of the assays for BA.4 sublineage and 75% of the assays for BA.5 sublineage retained high sensitivity. Further, amplicon clustering and additional substitution analysis along with sensitivity analysis could be used for the modification and development of RT-qPCR assays for detecting SARS-CoV-2 Omicron VoC sublineages.

摘要

背景

严重急性呼吸系统综合征冠状病毒 2(SARS-CoV-2)变体关注(VOC)奥密克戎(B.1.1.529)已迅速在全球范围内传播,对全球公共人类健康构成新威胁。由于 SARS-CoV-2 奥密克戎变体积累了大量突变,人们对逆转录聚合酶链反应(RT-qPCR)的诊断准确性可能降低表示担忧,RT-qPCR 是诊断 2019 年冠状病毒病(COVID-19)的金标准诊断测试。因此,我们旨在通过计算机模拟分析评估当前流行的奥密克戎亚系 BA.4 和 BA.5 对用于 COVID-19 诊断的 RT-qPCR 检测的完整性和敏感性的影响。我们采用全基因组测序数据,并评估由于引物/探针与奥密克戎 VOC 病毒基因组之间的不匹配而导致假阴性或检测失败的可能性。

方法

通过从美国国家生物技术信息中心(NCBI)和全球共享禽流感数据倡议(GISAID)数据库中获得的公共基因组中去除冗余,评估了用于检测世界卫生组织(WHO)报告的 SARS-CoV-2 的 12 种 RT-qPCR 检测(包含 30 种引物和探针组)的灵敏度,专门用于检测 SARS-CoV-2 奥密克戎 BA.4 和 BA.5 亚系。评估了 SARS-CoV-2 奥密克戎 VOC 扩增子区域与引物和探针组之间的不匹配,并对相应扩增子序列进行聚类分析。

结果

在所分析的 1164 个代表性 SARS-CoV-2 奥密克戎 VOC BA.4 亚系基因组中,所有样本的扩增子 3'-末端的前五个核苷酸(C 到 T)发生了取代,导致 HKUnivRdRp/Hel(反向引物不匹配)和 CoremCharite N(正向和反向引物都不匹配)检测的灵敏度为 0%。由于正向引物的 5'-末端(3 个核苷酸取代,GGG 到 AAC)存在不匹配,中国疾控中心 N 检测的灵敏度为 0.69%。反向引物中的 10 个核苷酸不匹配导致泰国民众 N 检测对奥密克戎亚系 BA.4 的灵敏度为 0.09%。在 1926 个 BA.5 亚系基因组中,HKUnivRdRp/Hel 检测也没有灵敏度。由于正向引物的 5'-末端(3 个核苷酸取代,GGG 到 AAC)存在不匹配,中国疾控中心 N 检测的灵敏度为 3.06%。同样,由于反向引物中有 10 个核苷酸不匹配,泰国民众 N 检测对 BA.5 亚系的灵敏度较低,为 0.21%。此外,8 种 BA.4 亚系检测保留了高灵敏度(超过 97%),9 种 BA.5 亚系检测保留了超过 99%的灵敏度。

结论

我们观察到四种检测方法(HKUnivRdRp/Hel、中国疾控中心 N、泰国 N 和 CoremCharite N)可能导致 SARS-CoV-2 奥密克戎 VOCs BA.4 和 BA.5 亚系出现假阴性结果。有趣的是,CoremCharite N 对奥密克戎 VOC BA.4 的灵敏度为 0%,但对 BA.5 的灵敏度为 99.53%。此外,BA.4 亚系检测中有 66.67%,BA.5 亚系检测中有 75%保留了高灵敏度。此外,扩增子聚类和额外的替换分析以及灵敏度分析可用于修改和开发用于检测 SARS-CoV-2 奥密克戎 VOC 亚系的 RT-qPCR 检测。

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