用于同时检测与牛繁殖衰竭相关的病原体的靶向综合征下一代测序面板

Dhinesh Periyasamy, Yanyun Huang, Janet E Hill
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引用次数: 0

摘要

牛繁殖衰竭包括牛不育、流产和死胎,给牛肉和牛奶生产商造成重大经济损失。由于与牛繁殖衰竭相关的病原体有多种,因此诊断牛繁殖衰竭的传染病因极具挑战性。传统的循序渐进诊断检测方法耗时较长,可能导致严重的延误。在这项研究中,我们开发了一种综合征下一代测序面板(BovReproSeq),可同时检测与牛繁殖衰竭相关的 17 种病原体。这种有针对性的方法包括使用超多重 PCR 扩增多个病原体特异性靶标,然后使用牛津纳米孔平台进行测序,随后使用定制的生物信息学管道分析数据,以确定是否存在病原体。我们对 116 份临床样本进行了测试,发现 93% 的样本的 BovReproSeq 结果与当前的诊断方法相匹配,大部分不一致发生在病原体载量极低(Ct > 35)的样本中。最佳读数阈值为 10 个读数(将样本归类为阳性的最小读数),检测灵敏度约为 82%,特异性为 100%。化验的总体准确率为 98.8%。马修相关系数(Matthew's Correlation Coefficient)约为 0.90,F1 分数(精确度和召回率的调和平均值)为 0.90,表明总体性能优异。我们的研究在检测与牛繁殖衰竭相关的传染病病原体方面取得了重大进展,BovReproSeq 面板检测 17 种病原体的能力使其成为兽医诊断领域前景广阔的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Targeted syndromic next-generation sequencing panel for simultaneous detection of pathogens associated with bovine reproductive failure
Bovine reproductive failure, which includes infertility, abortion, and stillbirth in cattle, leads to significant economic losses for beef and milk producers. Diagnosing the infectious causes of bovine reproductive failure is challenging as there are multiple pathogens associated with it. The traditional stepwise approach to diagnostic testing is time-consuming and can cause significant delays. In this study, we have developed a syndromic next-generation sequencing panel (BovReproSeq), for the simultaneous detection of 17 pathogens associated with bovine reproductive failure. This targeted approach involves amplifying multiple pathogen-specific targets using ultra-multiplex PCR, followed by sequencing with the Oxford Nanopore platform and subsequent analysis of the data using a custom bioinformatic pipeline to determine the presence or absence of pathogens. We tested 116 clinical samples and found that BovReproSeq results matched with current diagnostic methods for 93% of the samples, and most of the disagreements occurring in samples with very low pathogen loads (Ct > 35). At the optimal read-count threshold of 10 reads (minimum number of reads to classify the sample as positive), the sensitivity of the assay was approximately 82%, while specificity was 100%. The overall accuracy of the assay was 98.8%. Matthew's Correlation Coefficient was approximately 0.90 and F1 score (harmonic mean of Precision and Recall) was 0.90, indicating excellent overall performance. Our study presents a significant advancement in detecting the infectious agents associated with bovine reproductive failure and the BovReproSeq panel's ability to detect 17 pathogens makes it a promising tool for veterinary diagnostics.
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