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Untangling Species-Level Composition of Complex Bacterial Communities through a Novel Metagenomic Approach

机译:通过新型偏心方法的复杂细菌群体的未解压缩物种组成

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16S small-subunit (SSU) rRNA gene-based bacterial profiling is the gold standard for cost-effective taxonomic reconstruction of complex bacterial populations down to the genus level. However, it has been proven ineffective in clinical and research settings requiring higher taxonomic resolution. We therefore developed a bacterial profiling method based on the internal transcribed spacer (ITS) region employing optimized primers and a comprehensive ITS database for accurate cataloguing of bacterial communities at (sub)species resolution. Performance of the microbial ITS profiling pipeline was tested through analysis of host-associated, food, and environmental matrices, while its efficacy in clinical settings was assessed through analysis of mucosal biopsy specimens of colorectal cancer, leading to the identification of putative novel biomarkers. The data collected indicate that the proposed pipeline represents a major step forward in cost-effective identification and screening of microbial biomarkers at (sub)species level, with relevant impact in research, industrial, and clinical settings. IMPORTANCE We developed a novel method for accurate cataloguing of bacterial communities at (sub)species level involving amplification of the internal transcribed spacer (ITS) region through optimized primers, followed by next-generation sequencing and taxonomic classification of amplicons by means of a comprehensive database of bacterial ITS sequences. Host-associated, food, and environmental matrices were employed to test the performance of the microbial ITS profiling pipeline. Moreover, mucosal biopsy samples from colorectal cancer patients were analyzed to demonstrate the scientific relevance of this profiling approach in a clinical setting through identification of putative novel biomarkers. The results indicate that the ITS-based profiling pipeline proposed here represents a key metagenomic tool with major relevance for research, industrial, and clinical settings.
机译:16S小亚基(SSU)基于RRNA基因的细菌分析是用于复合细菌群体的成本效益的分类学重建的金标准。但是,在需要更高的分类学决议的临床和研究环境中被证明是无效的。因此,我们开发了一种基于内部转录的间隔(其)区域的细菌分析方法,其采用优化的引物和综合其数据库,以准确于(亚)物种解决方案的细菌群体编目。通过分析宿主相关的,食物和环境基质来测试微生物的性能,而通过分析临床环境中的疗效,通过分析结直肠癌粘膜活检标本来评估,导致推定的新型生物标志物。收集的数据表明,所提出的管道代表经济效益鉴定和筛选微生物生物标志物(亚)种类水平的主要步伐,在研究,工业和临床环境中具有相关影响。重要性我们开发了一种新的方法,用于通过优化的引物涉及扩增内部转录的间隔(其)区域的(亚次)种类水平的细菌群体编目新的方法,然后通过综合数据库进行下一代测序和分类分类分类细菌的序列。采用宿主相关的,食物和环境基质来测试微生物的分析管道的性能。此外,分析了来自结肠直肠癌患者的粘膜活检样本,证明了通过识别推定的新型生物标志物在临床环境中的这种分析方法的科学相关性。结果表明,此处提出的其基于其分析管线代表了具有研究,工业和临床环境的主要相关性的关键偏见工具。
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