Multi-Omics Analyses Show Disease, Diet, and Transcriptome Interactions With the Virome

人病毒体 生物 计算生物学 组学 基因组 转录组 疾病 遗传学 基因 生物信息学 基因表达 医学 内科学
作者
Kathie A. Mihindukulasuriya,Ruben A. Mars,Abigail J. Johnson,Tonya Ward,Sambhawa Priya,Heather Lekatz,Krishna R. Kalari,Lindsay Droit,Tenghao Zheng,Ran Blekhman,Mauro D’Amato,Gianrico Farrugia,Dan Knights,Scott A. Handley,Purna Kashyap
出处
期刊:Gastroenterology [Elsevier BV]
卷期号:161 (4): 1194-1207.e8 被引量:70
标识
DOI:10.1053/j.gastro.2021.06.077
摘要

Background & AimsThe gut virome includes eukaryotic viruses and bacteriophages that can shape the gut bacterial community and elicit host responses. The virome can be implicated in diseases, such as irritable bowel syndrome (IBS), where gut bacteria play an important role in pathogenesis. We provide a comprehensive and longitudinal characterization of the virome, including DNA and RNA viruses and paired multi-omics data in a cohort of healthy subjects and patients with IBS.MethodsWe selected 2 consecutive stool samples per subject from a longitudinal study cohort and performed metagenomic sequencing on DNA and RNA viruses after enriching for viral-like particles. Viral sequence abundance was evaluated over time, as well as in the context of diet, bacterial composition and function, metabolite levels, colonic gene expression, host genetics, and IBS subsets.ResultsWe found that the gut virome was temporally stable and correlated with the colonic transcriptome. We identified IBS-subset–specific changes in phage populations; Microviridae, Myoviridae, and Podoviridae species were elevated in diarrhea-predominant IBS, and other Microviridae and Myoviridae species were elevated in constipation-predominant IBS compared to healthy controls. We identified correlations between subsets of the virome and bacterial composition (unclassifiable “dark matter” and phages) and diet (eukaryotic viruses).ConclusionsWe found that the gut virome is stable over time but varies among subsets of patients with IBS. It can be affected by diet and potentially influences host function via interactions with gut bacteria and/or altering host gene expression. The gut virome includes eukaryotic viruses and bacteriophages that can shape the gut bacterial community and elicit host responses. The virome can be implicated in diseases, such as irritable bowel syndrome (IBS), where gut bacteria play an important role in pathogenesis. We provide a comprehensive and longitudinal characterization of the virome, including DNA and RNA viruses and paired multi-omics data in a cohort of healthy subjects and patients with IBS. We selected 2 consecutive stool samples per subject from a longitudinal study cohort and performed metagenomic sequencing on DNA and RNA viruses after enriching for viral-like particles. Viral sequence abundance was evaluated over time, as well as in the context of diet, bacterial composition and function, metabolite levels, colonic gene expression, host genetics, and IBS subsets. We found that the gut virome was temporally stable and correlated with the colonic transcriptome. We identified IBS-subset–specific changes in phage populations; Microviridae, Myoviridae, and Podoviridae species were elevated in diarrhea-predominant IBS, and other Microviridae and Myoviridae species were elevated in constipation-predominant IBS compared to healthy controls. We identified correlations between subsets of the virome and bacterial composition (unclassifiable “dark matter” and phages) and diet (eukaryotic viruses). We found that the gut virome is stable over time but varies among subsets of patients with IBS. It can be affected by diet and potentially influences host function via interactions with gut bacteria and/or altering host gene expression.
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