Spohr Philipp, Scharf Sebastian, Rommerskirchen Anna, Henrich Birgit, Jäger Paul, Klau Gunnar W, Haas Rainer, Dilthey Alexander, Pfeffer Klaus
Chair Algorithmic Bioinformatics, Faculty of Mathematics and Natural Sciences, Heinrich Heine University Düsseldorf, Düsseldorf, Germany.
Center for Digital Medicine, Düsseldorf, Germany.
Sci Rep. 2024 Feb 19;14(1):4068. doi: 10.1038/s41598-024-53506-1.
The gut microbiome is a diverse ecosystem, dominated by bacteria; however, fungi, phages/viruses, archaea, and protozoa are also important members of the gut microbiota. Exploration of taxonomic compositions beyond bacteria as well as an understanding of the interaction between the bacteriome with the other members is limited using 16S rDNA sequencing. Here, we developed a pipeline enabling the simultaneous interrogation of the gut microbiome (bacteriome, mycobiome, archaeome, eukaryome, DNA virome) and of antibiotic resistance genes based on optimized long-read shotgun metagenomics protocols and custom bioinformatics. Using our pipeline we investigated the longitudinal composition of the gut microbiome in an exploratory clinical study in patients undergoing allogeneic hematopoietic stem cell transplantation (alloHSCT; n = 31). Pre-transplantation microbiomes exhibited a 3-cluster structure, characterized by Bacteroides spp. /Phocaeicola spp., mixed composition and Enterococcus abundances. We revealed substantial inter-individual and temporal variabilities of microbial domain compositions, human DNA, and antibiotic resistance genes during the course of alloHSCT. Interestingly, viruses and fungi accounted for substantial proportions of microbiome content in individual samples. In the course of HSCT, bacterial strains were stable or newly acquired. Our results demonstrate the disruptive potential of alloHSCTon the gut microbiome and pave the way for future comprehensive microbiome studies based on long-read metagenomics.
肠道微生物群是一个多样化的生态系统,以细菌为主;然而,真菌、噬菌体/病毒、古菌和原生动物也是肠道微生物群的重要成员。使用16S rDNA测序对细菌以外的分类组成进行探索以及对细菌群落与其他成员之间相互作用的理解是有限的。在这里,我们基于优化的长读长鸟枪法宏基因组学方案和定制生物信息学开发了一种流程,能够同时检测肠道微生物群(细菌群落、真菌群落、古菌群落、真核生物群落、DNA病毒群落)和抗生素抗性基因。在一项针对接受异基因造血干细胞移植(alloHSCT;n = 31)患者的探索性临床研究中,我们使用该流程研究了肠道微生物群的纵向组成。移植前的微生物群呈现出一种三簇结构,其特征为拟杆菌属/福氏菌属、混合组成和肠球菌丰度。我们揭示了在alloHSCT过程中微生物域组成、人类DNA和抗生素抗性基因存在显著的个体间和时间变异性。有趣的是,病毒和真菌在个别样本的微生物群含量中占很大比例。在HSCT过程中,细菌菌株稳定或新获得。我们的结果证明了alloHSCT对肠道微生物群的破坏潜力,并为未来基于长读长宏基因组学的全面微生物群研究铺平了道路。