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使用数字PCR技术增强对低病毒载量样本中非洲猪瘟病毒的检测。

Enhanced detection of African swine fever virus in samples with low viral load using digital PCR technology.

作者信息

Yang R, Fu W-G, Zhou J, Zhang Y-F, Yang L, Yang H-B, Fu L-Z

机构信息

Chongqing Academy of Animal Science, Chongqing, China.

National Center of Technology Innovation for Pigs, Chongqing, China.

出版信息

Heliyon. 2024 Mar 25;10(7):e28426. doi: 10.1016/j.heliyon.2024.e28426. eCollection 2024 Apr 15.

Abstract

Detection of low viral load samples has long been a challenge for African swine fever (ASF) prevention and control. This study aimed to compare the detection efficacy of droplet digital PCR(ddPCR) and quantitative PCR(qPCR) for African swine fever virus (ASFV) at different viral loads, with a focus on assessing the accuracy of ddPCR in detecting low viral load samples. The results revealed that ddPCR had a detection limit of 1.97 (95% CI 1.48 - 4.12) copies/reaction and was 18.99 times more sensitive than qPCR (detection limit: 37.42, 95% CI 29.56 - 69.87 copies/reaction). In the quantification of high, medium, and low viral load samples, ddPCR showed superior stability with lower intra- (2.06% - 7.58%) and inter-assay (3.83% - 7.50%) coefficients of variation than those of qPCR (intra-assay: 8.08%-29.86%; inter-assay: 9.27%-34.58%). Bland-Altman analysis indicated acceptable consistency between ddPCR and qPCR for high and medium viral load samples; however, discrepancies were observed for low viral load samples, where two samples (2/24, 8.33%) exhibited deviations beyond the acceptable range (-46.18 copies/reaction). Moreover, ddPCR demonstrated better performance in detecting ASFV in clinical samples from asymptomatic pigs and environmental samples, with qPCR showing false negative rates of 7.69% (2/26) and 27.27% (12/44), respectively. McNemar analysis revealed significant differences between the two methods ( = 0.000) for samples with a viral load <100 copies/reaction. The results of this study demonstrate that ddPCR has better detection limits and adaptability than qPCR, allowing for a more accurate detection of ASFV in early-stage infections and low-concentration environmental samples. These findings highlight the potential of ddPCR in the prevention and control of ASF.

摘要

长期以来,低病毒载量样本的检测一直是非洲猪瘟(ASF)防控工作面临的一项挑战。本研究旨在比较液滴数字PCR(ddPCR)和定量PCR(qPCR)在不同病毒载量下对非洲猪瘟病毒(ASFV)的检测效果,重点评估ddPCR检测低病毒载量样本的准确性。结果显示,ddPCR的检测限为1.97(95%置信区间1.48 - 4.12)拷贝/反应,比qPCR(检测限:37.42,95%置信区间29.56 - 69.87拷贝/反应)敏感18.99倍。在高、中、低病毒载量样本的定量分析中,ddPCR显示出更高的稳定性,其批内变异系数(2.06% - 7.58%)和批间变异系数(3.83% - 7.50%)均低于qPCR(批内:8.08% - 29.86%;批间:9.27% - 34.58%)。Bland - Altman分析表明,ddPCR和qPCR对高、中病毒载量样本的一致性尚可;然而,对于低病毒载量样本,发现存在差异,其中两个样本(2/24,8.33%)的偏差超出可接受范围(-46.18拷贝/反应)。此外,ddPCR在检测无症状猪的临床样本和环境样本中的ASFV时表现更佳,qPCR在这些样本中的假阴性率分别为7.69%(2/26)和27.27%(12/44)。McNemar分析显示,对于病毒载量<100拷贝/反应的样本,两种方法之间存在显著差异(P = 0.000)。本研究结果表明,ddPCR比qPCR具有更好的检测限和适应性,能够更准确地检测早期感染和低浓度环境样本中的ASFV。这些发现凸显了ddPCR在ASF防控中的潜力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1416/11059528/428828185ed2/gr1.jpg

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