Mancabelli Leonardo, Ciociola Tecla, Lugli Gabriele Andrea, Tarracchini Chiara, Fontanta Federico, Viappiani Alice, Turroni Francesca, Ticinesi Andrea, Meschi Tiziana, Conti Stefania, Ventura Marco, Milani Christian
Department of Chemistry, Life Sciences and Environmental Sustainability, University of Parma, Parma, Italy.
Department of Medicine and Surgery, University of Parma, Parma, Italy.
J Oral Microbiol. 2022 Jul 28;14(1):2103282. doi: 10.1080/20002297.2022.2103282. eCollection 2022.
The recent COVID-19 pandemic prompted a rapid-growing interest in the investigation of the human microbiota of the upper airways. In fact, the resident microbial community of this body district may have an influence on the onset of SARS-CoV-2 infection and its clinical course in terms of presence, symptom severity, and outcomes. However, several microbiological methodologies are available to study the human microbiota, reflecting the extensive fragmentation of methodological approaches. We investigate the impact of two critical steps that can induce biases in the downstream analyses, i.e. sampling method and microbial DNA extraction kit employed. We observed major discrepancies regarding the total amount of prokaryotic DNA that could be retrieved from a biological sample and the proportion between bacterial DNA and human host DNA. Moreover, shotgun DNA sequencing and taxonomic profile reconstruction also revealed correlations between sampling methods and the procedures applied for microbial DNA extraction. Based on all the data collected in this study, we formulate indications regarding the most efficient and reliable methodological procedures for the metagenomic analyses of the upper airways' microbiota to maximize accuracy and reproducibility.
近期的新冠疫情引发了人们对上呼吸道人类微生物群研究的迅速增长的兴趣。事实上,该身体部位的常驻微生物群落可能会对严重急性呼吸综合征冠状病毒2(SARS-CoV-2)感染的发生及其临床病程(包括感染的存在、症状严重程度和结局)产生影响。然而,有几种微生物学方法可用于研究人类微生物群,这反映了方法学途径的广泛碎片化。我们研究了两个可能在下游分析中导致偏差的关键步骤的影响,即所采用的采样方法和微生物DNA提取试剂盒。我们观察到,从生物样本中可检索到的原核DNA总量以及细菌DNA与人类宿主DNA之间的比例存在重大差异。此外,鸟枪法DNA测序和分类学图谱重建还揭示了采样方法与用于微生物DNA提取的程序之间的相关性。基于本研究收集的所有数据,我们针对上呼吸道微生物群的宏基因组分析制定了关于最有效和可靠方法学程序的建议,以最大限度地提高准确性和可重复性。