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从 133816 项 SARS-CoV-2 RT-PCR 测试的大规模应用中获得的经验教训。

Lessons from applied large-scale pooling of 133,816 SARS-CoV-2 RT-PCR tests.

机构信息

School of Computer Science and Engineering, The Hebrew University of Jerusalem, Jerusalem 91904, Israel.

Department of Developmental Biology and Cancer Research, IMRIC, Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 91121, Israel.

出版信息

Sci Transl Med. 2021 Apr 14;13(589). doi: 10.1126/scitranslmed.abf2823. Epub 2021 Feb 22.

Abstract

Pooling multiple swab samples before RNA extraction and real-time reverse transcription polymerase chain reaction (RT-PCR) analysis has been proposed as a strategy to reduce costs and increase throughput of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) tests. However, reports on practical large-scale group testing for SARS-CoV-2 have been scant. Key open questions concern reduced sensitivity due to sample dilution, the rate of false positives, the actual efficiency (number of tests saved by pooling), and the impact of infection rate in the population on assay performance. Here, we report an analysis of 133,816 samples collected between April and September 2020 and tested by Dorfman pooling for the presence of SARS-CoV-2. We spared 76% of RNA extraction and RT-PCR tests, despite the frequently changing prevalence (0.5 to 6%). We observed pooling efficiency and sensitivity that exceeded theoretical predictions, which resulted from the nonrandom distribution of positive samples in pools. Overall, our findings support the use of pooling for efficient large-scale SARS-CoV-2 testing.

摘要

在提取 RNA 并进行实时逆转录聚合酶链反应 (RT-PCR) 分析之前,混合多个拭子样本已被提议作为降低成本和提高严重急性呼吸综合征冠状病毒 2 (SARS-CoV-2) 检测通量的一种策略。然而,关于 SARS-CoV-2 实际大规模群体检测的报告却很少。关键的开放性问题包括由于样品稀释导致的敏感性降低、假阳性率、实际效率(通过混合节省的测试数量)以及人群中感染率对检测性能的影响。在这里,我们报告了对 2020 年 4 月至 9 月期间收集并通过 Dorfman 混合法检测 SARS-CoV-2 的 133816 个样本的分析。尽管流行率(0.5 至 6%)经常变化,但我们节省了 76%的 RNA 提取和 RT-PCR 检测。我们观察到混合效率和灵敏度超过了理论预测,这是由于阳性样本在池中的非随机分布所致。总的来说,我们的研究结果支持使用混合法进行高效的大规模 SARS-CoV-2 检测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/93dc/8099176/61159466bce0/abf2823-F1.jpg

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