Metatranscriptomics Reveals Antibiotic-Induced Resistance Gene Expression in the Murine Gut Microbiota

被引:19
作者
Korry, Benjamin J. [1 ]
Cabral, Damien J. [1 ]
Belenky, Peter [1 ]
机构
[1] Brown Univ, Div Biol & Med, Dept Mol Microbiobgy & Immunobcgy, Providence, RI 02912 USA
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
antibiotic resistance genes; microbiome; resistome; antibiotics; metagenomics; metatranscriptomics; INTESTINAL MICROBIOTA; FUNCTIONAL-CHARACTERIZATION; BACTEROIDES SPP; HEALTH; RESISTOME; RESERVOIR; RESOURCE; STRAINS;
D O I
10.3389/fmicb.2020.00322
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Antibiotic resistance is a current and expanding threat to the practice of modern medicine. Antibiotic therapy has been shown to perturb the composition of the host microbiome with significant health consequences. In addition, the gut microbiome is known to be a reservoir of antibiotic resistance genes. Work has demonstrated that antibiotics can alter the collection of antibiotic resistance genes within the microbiome through selection and horizontal gene transfer. While antibiotics also have the potential to impact the expression of resistance genes, metagenomic-based pipelines currently lack the ability to detect these shifts. Here, we utilized a dual sequencing approach combining shotgun metagenomics and metatranscriptomics to profile how three antibiotics, amoxicillin, doxycycline, and ciprofloxacin, impact the murine gut resistome at the DNA and RNA level. We found that each antibiotic induced broad, but untargeted impacts on the gene content of the resistome. In contrast, changes in ARG transcript abundance were more targeted to the antibiotic treatment. Doxycycline and amoxicillin induced the expression of tetracycline and beta-lactamase resistance genes, respectively. Furthermore, the increased beta-lactamase resistance gene transcripts could contribute to an observed bloom of Bacteroides thetaiotaomicron during amoxicillin treatment. Based on these findings, we propose that the utilization of a dual sequencing methodology provides a unique capacity to fully understand the response of the resistome to antibiotic perturbation. In particular, the analysis of transcripts reveals that the expression and utilization of resistance genes is far narrower than their abundance at the genomic level would suggest.
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页数:10
相关论文
共 60 条
[1]   Two Novel Antibiotic Resistance Genes, tet(44) and ant(6)-Ib, Are Located within a Transferable Pathogenicity Island in Campylobacter fetus subsp fetus [J].
Abril, Carlos ;
Brodard, Isabelle ;
Perreten, Vincent .
ANTIMICROBIAL AGENTS AND CHEMOTHERAPY, 2010, 54 (07) :3052-3055
[2]  
[Anonymous], 2015, PLOS ONE, DOI DOI 10.1371/JOURNAL.PONE.0138135
[3]   DeepARG: a deep learning approach for predicting antibiotic resistance genes from metagenomic data [J].
Arango-Argoty, Gustavo ;
Garner, Emily ;
Prudent, Amy ;
Heath, Lenwood S. ;
Vikesland, Peter ;
Zhang, Liqing .
MICROBIOME, 2018, 6
[4]  
Aronesty E, 2011, EA UTILS COMMAND LIN
[5]   Keystone taxa as drivers of microbiome structure and functioning [J].
Banerjee, Samiran ;
Schlaeppi, Klaus ;
van der Heijden, Marcel G. A. .
NATURE REVIEWS MICROBIOLOGY, 2018, 16 (09) :567-576
[6]   Antibiotic-Induced Changes in the Intestinal Microbiota and Disease [J].
Becattini, Simone ;
Taur, Ying ;
Pamer, Eric G. .
TRENDS IN MOLECULAR MEDICINE, 2016, 22 (06) :458-478
[7]   Antibiotic Resistance Is Prevalent in an Isolated Cave Microbiome [J].
Bhullar, Kirandeep ;
Waglechner, Nicholas ;
Pawlowski, Andrew ;
Koteva, Kalinka ;
Banks, Eric D. ;
Johnston, Michael D. ;
Barton, Hazel A. ;
Wright, Gerard D. .
PLOS ONE, 2012, 7 (04)
[8]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[9]   AN ORDINATION OF THE UPLAND FOREST COMMUNITIES OF SOUTHERN WISCONSIN [J].
BRAY, JR ;
CURTIS, JT .
ECOLOGICAL MONOGRAPHS, 1957, 27 (04) :326-349
[10]   Profound Alterations of Intestinal Microbiota following a Single Dose of Clindamycin Results in Sustained Susceptibility to Clostridium difficile-Induced Colitis [J].
Buffie, Charlie G. ;
Jarchum, Irene ;
Equinda, Michele ;
Lipuma, Lauren ;
Gobourne, Asia ;
Viale, Agnes ;
Ubeda, Carles ;
Xavier, Joao ;
Pamer, Eric G. .
INFECTION AND IMMUNITY, 2012, 80 (01) :62-73