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评价 16 对扩增单拷贝标记基因的引物在丁香假单胞菌复合种群中的分类准确性和致病性预测能力。

Evaluation of the taxonomic accuracy and pathogenicity prediction power of 16 primer sets amplifying single copy marker genes in the Pseudomonas syringae species complex.

机构信息

Department of Plant Pathology and Environmental Microbiology, Pennsylvania State University, University Park, Pennsylvania, USA.

Department of Ecosystem Science and Management, Pennsylvania State University, University Park, Pennsylvania, USA.

出版信息

Mol Plant Pathol. 2023 Aug;24(8):989-998. doi: 10.1111/mpp.13337. Epub 2023 May 3.

Abstract

The Pseudomonas syringae species complex is composed of several closely related species of bacterial plant pathogens. Here, we used in silico methods to assess 16 PCR primer sets designed for broad identification of isolates throughout the species complex. We evaluated their in silico amplification rate in 2161 publicly available genomes, the correlation between pairwise amplicon sequence distance and whole genome average nucleotide identity, and trained naive Bayes classification models to quantify classification resolution. Furthermore, we show the potential for using single amplicon sequence data to predict type III effector protein repertoires, which are important determinants of host specificity and range.

摘要

丁香假单胞菌种复合体由几种密切相关的细菌植物病原菌组成。在这里,我们使用计算机方法评估了 16 个针对整个种复合体的广泛鉴定分离株的 PCR 引物设计。我们评估了它们在 2161 个公开可用基因组中的计算机扩增率、成对扩增子序列距离与全基因组平均核苷酸同一性之间的相关性,并训练了朴素贝叶斯分类模型来量化分类分辨率。此外,我们还展示了使用单个扩增子序列数据预测 III 型效应蛋白库的潜力,这些蛋白是宿主特异性和范围的重要决定因素。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/84f7/10346468/4adb24bb9a0f/MPP-24-989-g001.jpg

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