Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, Guangdong, China.
Department of Laboratory Medicine, Nansha Division of The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, Guangdong, China.
Microbiol Spectr. 2024 Nov 5;12(11):e0108924. doi: 10.1128/spectrum.01089-24. Epub 2024 Oct 14.
The objective of this study was to establish a more sensitive and specific diagnostic method for detecting plasma BK polyomavirus (BKPyV) DNA load in patients after renal transplantation using droplet digital polymerase chain reaction (ddPCR) and to validate the methodology. The linear range, lower limit of detection, accuracy, precision, and specificity of the detection system were evaluated by using the WHO BKPyV standard (7.2 log IU/mL) as a reference, in accordance with the relevant documents of the Clinical and Laboratory Standards Institute. Plasma samples were collected from 74 renal transplantation patients with urinary BKPyV-DNA levels exceeding 7 log copies/mL. Quantitative PCR (qPCR) and ddPCR were performed, and their diagnostic efficacy for BKPyV-DNA in the diagnosis of BK polyomavirus-associated nephropathy was evaluated using a receiver operating characteristic (ROC) curve. The coefficients of variation for the repeated detection of BKPyV standard DNA were 2.55 and 4.71 at concentrations of 6.2 and 3.2 log IU/mL, respectively. The linear range was 2.2-6.2 log IU/mL, and the lowest detection limit was 100 IU/mL. By utilizing histopathological examination of renal biopsy as the gold standard for BKPyV diagnosis, the area under the ROC curve of 74 post-transplantation plasma samples detected by the ddPCR system was found to be 0.875 (95% CI: 0.797-0.953, < 0.01). The optimal threshold was 512.86 copies/mL, with a sensitivity of 90.0% and a specificity of 67.6%. In comparison, the area under the ROC curve for qPCR was 0.668 (95% CI: 0.583-0.752, < 0.01), with an optimal threshold of 11,481.54 copies/mL, a sensitivity of 35.0%, and a specificity of 100.0%. Pairwise comparison (Delong test) of the ROC curves of the two systems showed a significant difference in the area under the curve, with a difference of 0.207 and a -value <0.01. The BKPyV nucleic acid detection system, based on ddPCR, is appropriate for the regular monitoring of the BK polyomavirus, specifically in plasma samples containing low viral DNA loads while it provides the benefits of both absolute quantification and high sensitivity.IMPORTANCEIt was previously believed that droplet digital polymerase chain reaction had limitations, including high cost, limited throughput, and cumbersome operation, which hindered its widespread application in clinical practice. However, the current fully automated digital PCR platform, combined with streamlined operations, can detect 96 samples at once, and the entire process can be completed within an hour, laying a solid foundation for its extensive use.
本研究旨在建立一种更敏感和特异的检测方法,用于检测肾移植后患者血浆 BK 多瘤病毒(BKPyV)DNA 载量,采用液滴数字聚合酶链反应(ddPCR)并验证该方法的准确性。采用世界卫生组织 BKPyV 标准(7.2 log IU/mL)作为参考,按照临床和实验室标准协会的相关文件,评估检测系统的线性范围、检测下限、准确性、精密度和特异性。采集 74 例尿 BKPyV-DNA 水平超过 7 log 拷贝/mL 的肾移植患者的血浆样本。进行定量 PCR(qPCR)和 ddPCR,并使用受试者工作特征(ROC)曲线评估其在诊断 BKPyV-DNA 诊断 BK 多瘤病毒相关性肾病中的诊断效果。在浓度为 6.2 和 3.2 log IU/mL 时,BKPyV 标准 DNA 重复检测的变异系数分别为 2.55 和 4.71。线性范围为 2.2-6.2 log IU/mL,检测下限为 100 IU/mL。通过利用肾活检的组织病理学检查作为 BKPyV 诊断的金标准,ddPCR 系统检测的 74 例移植后血浆样本的 ROC 曲线下面积为 0.875(95%CI:0.797-0.953,<0.01)。最佳阈值为 512.86 拷贝/mL,灵敏度为 90.0%,特异性为 67.6%。相比之下,qPCR 的 ROC 曲线下面积为 0.668(95%CI:0.583-0.752,<0.01),最佳阈值为 11481.54 拷贝/mL,灵敏度为 35.0%,特异性为 100.0%。两个系统的 ROC 曲线的两两比较(Delong 检验)显示,曲线下面积有显著差异,差异为 0.207,a 值<0.01。基于 ddPCR 的 BKPyV 核酸检测系统适用于 BK 多瘤病毒的常规监测,特别是在含有低病毒 DNA 载量的血浆样本中,同时具有绝对定量和高灵敏度的优势。
重要性
此前人们认为液滴数字聚合酶链反应存在成本高、通量有限和操作繁琐等局限性,这阻碍了其在临床实践中的广泛应用。然而,目前的全自动数字 PCR 平台结合简化的操作流程,可以一次检测 96 个样本,整个过程可以在 1 小时内完成,为其广泛应用奠定了坚实的基础。