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2021年在英格兰用于鉴定严重急性呼吸综合征冠状病毒2(SARS-CoV-2)变异株的逆转录聚合酶链反应(RT-PCR)基因分型检测:一项设计与回顾性评估研究

RT-PCR genotyping assays to identify SARS-CoV-2 variants in England in 2021: a design and retrospective evaluation study.

作者信息

Bray Neil, Sopwith Will, Edmunds Matt, Vansteenhouse Harper, Feenstra Jelena D M, Jacobs Peter, Rajput Kamal, O'Connell Anne Marie, Smith Melanie L, Blomquist Paula, Hatziioanou Diane, Elson Richard, Vivancos Roberto, Gallagher Eileen, Wigglesworth Mark J, Dominiczak Anna, Hopkins Susan, Lake Iain R

机构信息

UK Health Security Agency, London, UK.

UK Health Security Agency, London, UK; BioClavis, Glasgow, UK; NHS Test and Trace, Department of Health & Social Care, London, UK; Alderley Lighthouse Labs, Macclesfield, UK.

出版信息

Lancet Microbe. 2024 Feb;5(2):e173-e180. doi: 10.1016/S2666-5247(23)00320-8. Epub 2024 Jan 17.

Abstract

BACKGROUND

Whole-genome sequencing (WGS) is the gold standard diagnostic tool to identify and genetically characterise emerging pathogen mutations (variants), but cost, capacity, and timeliness limit its use when large populations need rapidly assessing. We assessed the potential of genotyping assays to provide accurate and timely variant information at scale by retrospectively examining surveillance for SARS-CoV-2 variants in England between March and September, 2021, when genotyping assays were used widely for variant detection.

METHODS

We chose a panel of four RT-PCR genotyping assays to detect circulating variants of SARS-COV-2 in England and developed a decision algorithm to assign a probable SARS-CoV-2 variant to samples using the assay results. We extracted surveillance data from the UK Health Security Agency databases for 115 934 SARS-CoV-2-positive samples (March 1-Sept 6, 2021) when variant information was available from both genotyping and WGS. By comparing the genotyping and WGS variant result, we calculated accuracy metrics (ie, sensitivity, specificity, and positive predictive value [PPV]) and the time difference between the sample collection date and the availability of variant information. We assessed the number of samples with a variant assigned from genotyping or WGS, or both, over time.

FINDINGS

Genotyping and an initial decision algorithm (April 10-May 11, 2021 data) were accurate for key variant assignment: sensitivities and PPVs were 0·99 (95% CI 0·99-0·99) for the alpha, 1·00 (1·00-1·00) for the beta, and 0·91 (0·80-1·00) for the gamma variants; specificities were 0·97 (0·96-0·98), 1·00 (1·00-1·00), and 1·00 (1·00-1·00), respectively. A subsequent decision algorithm over a longer time period (May 27-Sept 6, 2021 data) remained accurate for key variant assignment: sensitivities were 0·91 (95% CI 0·74-1·00) for the beta, 0·98 (0·98-0·99) for the delta, and 0·93 (0·81-1·00) for the gamma variants; specificities were 1·00 (1·00-1·00), 0·96 (0·96-0·97), and 1·00 (1·00-1·00), respectively; and PPVs were 0·83 (0·62-1·00), 1·00 (1·00-1·00), and 0·78 (0·59-0·97), respectively. Genotyping produced variant information a median of 3 days (IQR 2-4) after the sample collection date, which was faster than with WGS (9 days [8-11]). The flexibility of genotyping enabled a nine-times increase in the quantity of samples tested for variants by this method (from 5000 to 45 000).

INTERPRETATION

RT-PCR genotyping assays are suitable for high-throughput variant surveillance and could complement WGS, enabling larger scale testing for known variants and timelier results, with important implications for effective public health responses and disease control globally, especially in settings with low WGS capacity. However, the choice of panels of RT-PCR assays is highly dependent on database information on circulating variants generated by WGS, which could limit the use of genotyping assays when new variants are emerging and spreading rapidly.

FUNDING

UK Health Security Agency and National Institute for Health Research Health Protection Research Unit in Emergency Preparedness and Response.

摘要

背景

全基因组测序(WGS)是识别新出现病原体突变(变体)并对其进行基因特征分析的金标准诊断工具,但在需要快速评估大量人群时,成本、能力和及时性限制了其应用。我们通过回顾性研究2021年3月至9月英格兰对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)变体的监测情况,评估了基因分型检测在大规模提供准确及时的变体信息方面的潜力,在此期间基因分型检测被广泛用于变体检测。

方法

我们选择了一组四种逆转录聚合酶链反应(RT-PCR)基因分型检测方法,以检测英格兰SARS-CoV-2的流行变体,并开发了一种决策算法,根据检测结果为样本指定可能的SARS-CoV-2变体。我们从英国卫生安全局数据库中提取了115934份SARS-CoV-2阳性样本(2021年3月1日至9月6日)的监测数据,这些样本同时有基因分型和WGS的变体信息。通过比较基因分型和WGS的变体结果,我们计算了准确性指标(即敏感性、特异性和阳性预测值[PPV])以及样本采集日期与变体信息可获得日期之间的时间差。我们评估了随时间推移通过基因分型或WGS或两者指定变体的样本数量。

结果

基因分型和初始决策算法(2021年4月10日至5月11日的数据)在关键变体指定方面是准确的:α变体的敏感性和PPV分别为0.99(95%CI 0.99-0.99),β变体为1.00(1.00-1.00),γ变体为0.91(0.80-1.00);特异性分别为0.97(0.96-0.98)、1.00(1.00-1.00)和1.00(1.00-1.00)。在更长时间段(2021年5月27日至9月6日的数据)的后续决策算法在关键变体指定方面仍然准确:β变体的敏感性为0.91(95%CI 0.74-1.00),δ变体为0.98(0.98-0.99),γ变体为0.93(0.81-1.00);特异性分别为1.00(1.00-1.00)、0.96(0.96-0.97)和1.00(1.00-1.00);PPV分别为0.83(0.62-1.00)、1.00(1.00-1.00)和0.78(0.59-0.97)。基因分型在样本采集日期后中位数为3天(IQR 2-4)产生变体信息,这比WGS(9天[8-11])更快。基因分型的灵活性使通过该方法检测变体的样本数量增加了九倍(从5000个增加到45000个)。

解读

RT-PCR基因分型检测适用于高通量变体监测,可以补充WGS,实现对已知变体的更大规模检测并获得更及时的结果,对全球有效的公共卫生应对和疾病控制具有重要意义,尤其是在WGS能力较低的环境中。然而,RT-PCR检测方法的选择高度依赖于WGS生成的关于流行变体的数据库信息,这可能会在新变体迅速出现和传播时限制基因分型检测的使用。

资金来源

英国卫生安全局和国家卫生研究院应急准备与应对健康保护研究单位。

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