Whole-Genome Metagenomic Analysis of the Gut Microbiome in HIV-1-Infected Individuals on Antiretroviral Therapy

被引:20
作者
Bai, Xiangning [1 ,2 ,3 ,4 ]
Narayanan, Aswathy [2 ]
Nowak, Piotr [2 ,5 ]
Ray, Shilpa [1 ,6 ]
Neogi, Ujjwal [1 ]
Sonnerborg, Anders [1 ,2 ,5 ]
机构
[1] Karolinska Inst, Div Clin Microbiol, Dept Lab Med, ANA Futura, Stockholm, Sweden
[2] Karolinska Inst, Div Infect Dis, Dept Med Huddinge, Stockholm, Sweden
[3] Chinese Ctr Dis Control & Prevent, State Key Lab Infect Dis Prevent & Control, Natl Inst Communicable Dis Control & Prevent, Beijing, Peoples R China
[4] Oslo Univ Hosp, Div Lab Med, Oslo, Norway
[5] Karolinska Univ Hosp, Dept Infect Dis, Stockholm, Sweden
[6] Umea Univ, Lab Mol Infect Med Sweden MIMS, Umea, Sweden
基金
欧盟地平线“2020”; 瑞典研究理事会;
关键词
gut microbiome; shotgun metagenome sequencing; HIV-1; infection; virulome; resistome; IMMUNE ACTIVATION; READ ALIGNMENT; DISORDERS; INFECTION; GENES;
D O I
10.3389/fmicb.2021.667718
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Gut microbiome plays a significant role in HIV-1 immunopathogenesis and HIV-1-associated complications. Previous studies have mostly been based on 16S rRNA gene sequencing, which is limited in taxonomic resolution at the genus level and inferred functionality. Herein, we performed a deep shotgun metagenomics study with the aim to obtain a more precise landscape of gut microbiome dysbiosis in HIV-1 infection. A reduced tendency of alpha diversity and significantly higher beta diversity were found in HIV-1-infected individuals on antiretroviral therapy (ART) compared to HIV-1-negative controls. Several species, such as Streptococcus anginosus, Actinomyces odontolyticus, and Rothia mucilaginosa, were significantly enriched in the HIV-1-ART group. Correlations were observed between the degree of immunodeficiency and gut microbiome in terms of microbiota composition and metabolic pathways. Furthermore, microbial shift in HIV-1-infected individuals was found to be associated with changes in microbial virulome and resistome. From the perspective of methodological evaluations, our study showed that different DNA extraction protocols significantly affect the genomic DNA quantity and quality. Moreover, whole metagenome sequencing depth affects critically the recovery of microbial genes, including virulome and resistome, while less than 5 million reads per sample is sufficient for taxonomy profiling in human fecal metagenomic samples. These findings advance our understanding of human gut microbiome and their potential associations with HIV-1 infection. The methodological assessment assists in future study design to accurately assess human gut microbiome.
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页数:13
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