Department of Pathology, Beth Israel Deaconess Medical Center, Boston, Massachusetts, USA.
Harvard Medical School, Boston, Massachusetts, USA.
Clin Infect Dis. 2021 Nov 2;73(9):e3042-e3046. doi: 10.1093/cid/ciaa1382.
Resolving the coronavirus disease 2019 (COVID-19) pandemic requires diagnostic testing to determine which individuals are infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The current gold standard is to perform reverse-transcription polymerase chain reaction (PCR) on nasopharyngeal samples. Best-in-class assays demonstrate a limit of detection (LoD) of approximately 100 copies of viral RNA per milliliter of transport media. However, LoDs of currently approved assays vary over 10,000-fold. Assays with higher LoDs will miss infected patients. However, the relative clinical sensitivity of these assays remains unknown.
Here we model the clinical sensitivities of assays based on their LoD. Cycle threshold (Ct) values were obtained from 4700 first-time positive patients using the Abbott RealTime SARS-CoV-2 Emergency Use Authorization test. We derived viral loads from Ct based on PCR principles and empiric analysis. A sliding scale relationship for predicting clinical sensitivity was developed from analysis of viral load distribution relative to assay LoD.
Ct values were reliably repeatable over short time testing windows, providing support for use as a tool to estimate viral load. Viral load was found to be relatively evenly distributed across log10 bins of incremental viral load. Based on these data, each 10-fold increase in LoD is expected to lower assay sensitivity by approximately 13%.
The assay LoD meaningfully impacts clinical performance of SARS-CoV-2 tests. The highest LoDs on the market will miss a majority of infected patients. Assays should therefore be benchmarked against a universal standard to allow cross-comparison of SARS-CoV-2 detection methods.
解决 2019 年冠状病毒病(COVID-19)大流行需要诊断检测来确定哪些个体感染了严重急性呼吸综合征冠状病毒 2(SARS-CoV-2)。目前的金标准是对鼻咽样本进行逆转录聚合酶链反应(PCR)。最佳的检测方法的检测限(LoD)约为每毫升运输介质 100 拷贝的病毒 RNA。然而,目前批准的检测方法的 LoD 差异超过 10,000 倍。LoD 较高的检测方法会错过感染患者。然而,这些检测方法的相对临床灵敏度仍然未知。
在这里,我们根据 LoD 对检测方法的临床灵敏度进行建模。使用 Abbott RealTime SARS-CoV-2 紧急使用授权测试从 4700 名首次阳性患者中获得了循环阈值(Ct)值。我们根据 PCR 原理和经验分析从 Ct 值中得出了病毒载量。从相对检测限的病毒载量分布分析中,开发了一种用于预测临床灵敏度的滑动比例关系。
在短时间测试窗口内,Ct 值可靠地可重复,为用作估计病毒载量的工具提供了支持。病毒载量在对数 10 个递增病毒载量的分箱中相对均匀地分布。基于这些数据,LoD 每增加 10 倍,检测方法的灵敏度预计会降低约 13%。
检测方法的 LoD 对 SARS-CoV-2 检测的临床性能有重要影响。市场上最高的 LoD 将错过大多数感染患者。因此,检测方法应与通用标准进行基准测试,以允许对 SARS-CoV-2 检测方法进行交叉比较。