Rao Anuradha, Lin Jessica, Parsons Richard, Greenleaf Morgan, Westbrook Adrianna, Lai Eric, Bowers Heather B, McClendon Kaleb, O'Sick William, Baugh Tyler, Sifford Markayla, Sullivan Julie A, Lam Wilbur A, Bassit Leda
The Atlanta Center for Microsystems-Engineered Point-of-Care Technologies, Atlanta, GA, United States of America.
Department of Pediatrics, Emory University School of Medicine, Atlanta, Georgia, USA.
medRxiv. 2023 Nov 8:2023.11.08.23297633. doi: 10.1101/2023.11.08.23297633.
The motivation for this work was the need to establish a predefined cutoff based on genome copies per ml (GE/ml) rather than Ct, which can vary depending on the laboratory and assay used. A GE/ml-based threshold was necessary to define what constituted 'low positives" for samples that were included in data sets submitted to the FDA for emergency use approval for SARS-CoV-2 antigen tests.
SARS-CoV-2, the causal agent of the global COVID-19 pandemic, made its appearance at the end of 2019 and is still circulating in the population. The pandemic led to an urgent need for fast, reliable, and widely available testing. After December 2020, the emergence of new variants of SARS-CoV-2 led to additional challenges since new and existing tests had to detect variants to the same extent as the original Wuhan strain. When an antigen-based test is submitted to the Food and Drug Administration (FDA) for Emergency Use Authorization (EUA) consideration it is benchmarked against PCR comparator assays, which yield cycle threshold (C) data as an indirect indicator of viral load - the lower the C, the higher the viral load of the sample and the higher the C, the lower the viral load. The FDA mandates that 10-20% of clinical samples used to evaluate the antigen test have to be low positive. Low positive, as defined by the FDA, are clinical samples in which the C of the SARS-CoV-2 target gene is within 3 C of the mean C value of the approved comparator test's Limit of Detection (LOD). While all comparator tests are PCR-based, the results from different PCR assays used are not uniform. Results vary depending on assay platform, target gene, LOD and laboratory methodology. The emergence and dominance of the Omicron variant further challenged this approach as the fraction of low positive clinical samples dramatically increased as compared to earlier SARS-CoV-2 variants. This led to 20-40% of clinical samples having high C values and therefore assays vying for an EUA were failing to achieve the 80% Percent Positive Agreement (PPA) threshold required. Here we describe the methods and statistical analyses used to establish a predefined cutoff, based on genome copies per ml (GE/ml) to classify samples as low positive (less than the cutoff GE/ml) or high positive (greater than the cutoff GE/mL). C 30 for the E gene target using Cobas SARS-CoV-2-FluA/B platform performed at TriCore Reference Laboratories, and this low positive cutoff value was used for two EUA authorizations. Using droplet digital PCR and methods described here, a value 49,447.72 was determined as the GE/ml equivalent for the low positive cutoff. The C cutoff corresponding to 49447.72 GE/ml was determined across other platforms and laboratories. The methodology and statistical analysis described here can now be used for standardization of all comparators used for FDA submissions with a goal towards establishing uniform criteria for EUA authorization.
开展这项工作的动机是需要基于每毫升基因组拷贝数(GE/ml)而非Ct值来建立一个预定义的临界值,因为Ct值会因所使用的实验室和检测方法而异。对于提交给美国食品药品监督管理局(FDA)以获得SARS-CoV-2抗原检测紧急使用批准的数据集所包含的样本,基于GE/ml的阈值对于定义什么构成“低阳性”是必要的。
SARS-CoV-2是全球新冠疫情的病原体,于2019年底出现,至今仍在人群中传播。疫情导致迫切需要快速、可靠且广泛可用的检测方法。2020年12月之后,SARS-CoV-2新变种的出现带来了额外挑战,因为新的和现有的检测方法必须与原始的武汉毒株一样能检测到变种。当一种基于抗原的检测方法提交给美国食品药品监督管理局(FDA)进行紧急使用授权(EUA)考量时,它会与聚合酶链反应(PCR)对照检测进行比对,后者会产生循环阈值(Ct)数据作为病毒载量的间接指标——Ct值越低,样本的病毒载量越高;Ct值越高,样本的病毒载量越低。FDA规定,用于评估抗原检测的临床样本中有10%-20%必须为低阳性。FDA所定义的低阳性是指SARS-CoV-2靶基因的Ct值在已批准的对照检测的检测限(LOD)的平均Ct值的3个Ct范围内的临床样本。虽然所有对照检测都是基于PCR的,但所使用的不同PCR检测方法的结果并不一致。结果会因检测平台、靶基因、LOD和实验室方法而有所不同。奥密克戎变种的出现和主导地位进一步挑战了这种方法,因为与早期的SARS-CoV-2变种相比,低阳性临床样本的比例大幅增加。这导致20%-40%的临床样本Ct值较高,因此争夺EUA的检测方法未能达到所需的80%阳性一致性(PPA)阈值。在此,我们描述了用于建立预定义临界值的方法和统计分析,该临界值基于每毫升基因组拷贝数(GE/ml)将样本分类为低阳性(低于临界GE/ml)或高阳性(高于临界GE/ml)。在TriCore参考实验室使用Cobas SARS-CoV-2-FluA/B平台对E基因靶标的Ct值为30,这个低阳性临界值被用于两项EUA授权。使用液滴数字PCR和此处描述的方法,确定49,447.72为低阳性临界值的等效GE/ml值。在其他平台和实验室确定了对应于49447.72 GE/ml的Ct临界值。此处描述的方法和统计分析现在可用于FDA提交的所有对照检测的标准化,目标是建立统一的EUA授权标准。