Liu Yuanyuan, Li Jiali, Guo Zining, Feng Chao, Gao Yunhua, Liu Danmei, Wang Di
School of Life Sciences, Shanxi University, Taiyuan, China.
Center for Advanced Measurement Science, National Institute of Metrology, Beijing, China.
Front Plant Sci. 2025 Apr 25;16:1573949. doi: 10.3389/fpls.2025.1573949. eCollection 2025.
Tobacco black shank (TBS) disease, caused by (), poses a significant threat to global agriculture and results in substantial economic losses. Traditional methods, like culture-based techniques and quantitative polymerase chain reaction (qPCR), aid pathogen identification but can be less sensitive for complex samples with low pathogen loads. Here, we developed and validated a droplet digital PCR (ddPCR) assay with high sensitivity and specificity for detecting . ddPCR and qPCR revealed comparable analytical performance including limit of blank (LoB), limit of detection (LoD), and limit of quantitation (LoQ). For the 68 infectious tobacco root samples and 145 surrounding soil samples, ddPCR demonstrated greater sensitivity, with a higher positive rate of 96.4% vs 83.9%. Receiver operating characteristic (ROC) analysis showed an area under the curve (AUC) of ddPCR was 0.913, compared to 0.885 for qPCR. Moreover, ddPCR provided better quantification accuracy for low pathogen concentrations in soil, suggesting better tolerance to potential PCR inhibitors in soil. These results highlight ddPCR as a robust and reliable tool for early diagnosis in complex samples, offering a valuable tool for improving disease management strategies.
烟草黑胫病(TBS)由()引起,对全球农业构成重大威胁,并导致巨大的经济损失。传统方法,如基于培养的技术和定量聚合酶链反应(qPCR),有助于病原体鉴定,但对于病原体载量低的复杂样本可能不太敏感。在此,我们开发并验证了一种用于检测()的具有高灵敏度和特异性的液滴数字PCR(ddPCR)检测方法。ddPCR和qPCR显示出相当的分析性能,包括空白限(LoB)、检测限(LoD)和定量限(LoQ)。对于68个感染性烟草根样本和145个周围土壤样本,ddPCR表现出更高的灵敏度,阳性率为96.4%,而qPCR为83.9%。受试者工作特征(ROC)分析表明,ddPCR的曲线下面积(AUC)为0.913,而qPCR为0.885。此外,ddPCR对土壤中低病原体浓度提供了更好的定量准确性,表明对土壤中潜在的PCR抑制剂具有更好的耐受性。这些结果突出了ddPCR作为复杂样本早期诊断的强大且可靠工具,为改进疾病管理策略提供了有价值的工具。