Marchukov Dmitrij, Li Jiaqi, Juillerat Pascal, Misselwitz Benjamin, Yilmaz Bahtiyar
University Hospital Zürich, University of Zürich, Zürich, Switzerland.
Department of Visceral Surgery and Medicine, Bern University Hospital, University of Bern, Bern, Switzerland.
Front Genet. 2023 Apr 26;14:1184473. doi: 10.3389/fgene.2023.1184473. eCollection 2023.
Shotgun metagenomic sequencing is a powerful tool for studying bacterial communities in their natural habitats or sites of infection, without the need for cultivation. However, low microbial signals in metagenomic sequencing can be overwhelmed by host DNA contamination, resulting in decreased sensitivity for microbial read detection. Several commercial kits and other methods have been developed to enrich bacterial sequences; however, these assays have not been tested extensively for human intestinal tissues yet. Therefore, the objective of this study was to assess the effectiveness of various wet-lab and software-based approaches for depleting host DNA from microbiome samples. Four different microbiome DNA enrichment methods, namely the NEBNext Microbiome DNA Enrichment kit, Molzym Ultra-Deep Microbiome Prep, QIAamp DNA Microbiome kit, and Zymo HostZERO microbial DNA kit, were evaluated, along with a software-controlled adaptive sampling (AS) approach by Oxford Nanopore Technologies (ONT) providing microbial signal enrichment by aborting unwanted host DNA sequencing. The NEBNext and QIAamp kits proved to be effective in shotgun metagenomic sequencing studies, as they efficiently reduced host DNA contamination, resulting in 24% and 28% bacterial DNA sequences, respectively, compared to <1% in the AllPrep controls. Additional optimization steps using further detergents and bead-beating steps improved the efficacy of less efficient protocols but not of the QIAamp kit. In contrast, ONT AS increased the overall number of bacterial reads resulting in a better bacterial metagenomic assembly with more bacterial contigs with greater completeness compared to non-AS approaches. Additionally, AS also allowed for the recovery of antimicrobial resistance markers and the identification of plasmids, demonstrating the potential utility of AS for targeted sequencing of microbial signals in complex samples with high amounts of host DNA. However, ONT AS resulted in relevant shifts in the observed bacterial abundance, including 2 to 5 times more reads. Furthermore, a modest enrichment of and was also observed with AS. Overall, this study provides insight into the efficacy and limitations of various methods for reducing host DNA contamination in human intestinal samples to improve the utility of metagenomic sequencing.
鸟枪法宏基因组测序是一种强大的工具,可用于研究自然栖息地或感染部位的细菌群落,而无需进行培养。然而,宏基因组测序中低微生物信号可能会被宿主DNA污染所掩盖,导致微生物读数检测的灵敏度降低。已经开发了几种商业试剂盒和其他方法来富集细菌序列;然而,这些检测方法尚未在人体肠道组织中进行广泛测试。因此,本研究的目的是评估各种湿实验室和基于软件的方法从微生物组样本中去除宿主DNA的有效性。评估了四种不同的微生物组DNA富集方法,即NEBNext微生物组DNA富集试剂盒、Molzym超深度微生物组制备试剂盒、QIAamp DNA微生物组试剂盒和Zymo HostZERO微生物DNA试剂盒,以及牛津纳米孔技术公司(ONT)的软件控制自适应采样(AS)方法,该方法通过中止不需要的宿主DNA测序来提供微生物信号富集。NEBNext和QIAamp试剂盒在鸟枪法宏基因组测序研究中被证明是有效的,因为它们有效地减少了宿主DNA污染,与AllPrep对照中<1%相比,分别产生了24%和28%的细菌DNA序列。使用进一步的去污剂和珠磨步骤的额外优化步骤提高了效率较低的方案的效果,但对QIAamp试剂盒无效。相比之下,ONT AS增加了细菌读数的总数,与非AS方法相比,产生了更好的细菌宏基因组组装,具有更多具有更高完整性的细菌重叠群。此外,AS还允许回收抗菌抗性标记并鉴定质粒,证明了AS在具有大量宿主DNA的复杂样本中对微生物信号进行靶向测序的潜在用途。然而,ONT AS导致观察到的细菌丰度发生相关变化,包括读数增加2至5倍。此外,AS还观察到 和 的适度富集。总体而言,本研究深入了解了各种方法在减少人体肠道样本中宿主DNA污染以提高宏基因组测序效用方面的功效和局限性。