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Quantifying the Detection Sensitivity and Precision of qPCR and ddPCR Mechanisms for eDNA Samples

机译:定量 eDNA 样品的 qPCR 和 ddPCR 机制的检测灵敏度和精密度

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摘要

Environmental DNA (eDNA) detection employing quantitative PCR (qPCR) and droplet digital PCR (ddPCR) offers a non‐invasive and efficient approach for monitoring aquatic organisms. Accurate and sensitive quantification of eDNA is crucial for tracking rare and invasive species and understanding the biodiversity abundance and distribution of aquatic organisms. This study compares the sensitivity and quantification precision of qPCR and ddPCR for eDNA surveys through Bayesian inference using latent parameters from both known concentration (standards) and environmental samples across three teleost fish species assays. The results show that ddPCR offers higher sensitivity and quantification precision, particularly at low DNA concentrations (< 1 copy/μL reaction), than qPCR. These findings highlight the superior performance of ddPCR for eDNA detection at low concentrations, guiding researchers towards more reliable methods for effective species monitoring. Additionally, this study indicates that a two‐step (detection and concentration) model increased the precision of qPCR results, useful for enhancing the robustness of eDNA quantification. Furthermore, we investigated the lower limit of quantification for ddPCR, providing insights on how such limit can be extended, which could also be applied to qPCR.
机译:使用定量 PCR (qPCR) 和液滴式数字 PCR (ddPCR) 的环境 DNA (eDNA) 检测为监测水生生物提供了一种非侵入性且有效的方法。准确、灵敏的 eDNA 定量对于追踪稀有和入侵物种以及了解生物多样性、水生生物的丰度和分布至关重要。本研究使用来自三种硬骨鱼种测定中已知浓度(标准品)和环境样本的潜在参数,通过贝叶斯推断比较了 qPCR 和 ddPCR 用于 eDNA 调查的灵敏度和定量精度。结果表明,ddPCR 具有比 qPCR 更高的灵敏度和定量精度,尤其是在低 DNA 浓度(< 1 拷贝/μL 反应)时。这些发现突出了 ddPCR 在低浓度 eDNA 检测中的卓越性能,指导研究人员采用更可靠的方法进行有效的物种监测。此外,这项研究表明,两步(检测和浓缩)模型提高了 qPCR 结果的精度,有助于增强 eDNA 定量的稳定性。此外,我们研究了 ddPCR 的定量下限,提供了有关如何扩展该限度的见解,这也可以应用于 qPCR。

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