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Microbiome characterization by high-throughput transfer RNA sequencing and modification analysis

Journal Article · · Nature Communications
 [1];  [2];  [3];  [3];  [4];  [3];  [3];  [3];  [5];  [6];  [4];  [7];  [4];  [1];  [8]
  1. Univ. of Chicago, Chicago, IL (United States). Dept. of Biochemistry and Molecular Biology and Committee on Microbiology
  2. Univ. of Chicago, Chicago, IL (United States). Dept. of Biochemistry and Molecular Biology; Shandong Univ. of Technology, Zibo, Shandong (China). School of Computer Science and Technology; Toyota Technological Inst. at Chicago, Chicago, IL (United States)
  3. Univ. of Chicago, Chicago, IL (United States). Dept. of Biochemistry and Molecular Biology
  4. Univ. of Chicago, Chicago, IL (United States). Dept. of Medicine
  5. Univ. of Chicago, Chicago, IL (United States). Dept. of Medicine; Argonne National Lab. (ANL), Argonne, IL (United States)
  6. Univ. of Chicago, Chicago, IL (United States). Committee on Microbiology
  7. Toyota Technological Inst. at Chicago, Chicago, IL (United States)
  8. Univ. of Chicago, Chicago, IL (United States). Committee on Microbiology and Dept. of Medicine; Marine Biological Lab., Woods Hole, MA (United States)
Advances in high-throughput sequencing have facilitated remarkable insights into the diversity and functioning of naturally occurring microbes; however, current sequencing strategies are insufficient to reveal physiological states of microbial communities associated with protein translation dynamics. Transfer RNAs (tRNAs) are core components of protein synthesis machinery, present in all living cells, and are phylogenetically tractable, which make them ideal targets to gain physiological insights into environmental microbes. Here we report a direct sequencing approach, tRNA-seq, and a software suite, tRNA-seq-tools, to recover sequences, abundance profiles, and post-transcriptional modifications of microbial tRNA transcripts. Our analysis of cecal samples using tRNA-seq distinguishes high-fat-and low-fat-fed mice in a comparable fashion to 16S ribosomal RNA gene amplicons, and reveals taxon- and diet-dependent variations in tRNA modifications. Our results provide taxon-specific in situ insights into the dynamics of tRNA gene expression and post-transcriptional modifications within complex environmental microbiomes.
Research Organization:
Argonne National Laboratory (ANL), Argonne, IL (United States)
Sponsoring Organization:
China Scholarship Council; National Institutes of Health (NIH); National Natural Science Foundation of China (NNSFC); National Natural Science Foundation of Shandong Province; University of Chicago, Chicago, IL (United States); W.M. Keck Foundation, Los Angeles,CA (United States)
Grant/Contract Number:
AC02-06CH11357
OSTI ID:
1569276
Journal Information:
Nature Communications, Journal Name: Nature Communications Journal Issue: 1 Vol. 9; ISSN 2041-1723
Publisher:
Nature Publishing GroupCopyright Statement
Country of Publication:
United States
Language:
English

References (64)

The occurrence order and cross-talk of different tRNA modifications journal April 2021
Nucleotide sequences of serine tRNAs from Bacillus subtilis journal April 1992
Discovering RNA-Protein Interactome by Using Chemical Context Profiling of the RNA-Protein Interface journal May 2013
Characterizing Expression and Processing of Precursor and Mature Human tRNAs by Hydro-tRNAseq and PAR-CLIP journal August 2017
Deciphering synonymous codons in the three domains of life: Co-evolution with specific tRNA modification enzymes journal November 2009
Enhanced Detection of Post-Transcriptional Modifications Using a Mass-Exclusion List Strategy for RNA Modification Mapping by LC-MS/MS journal July 2015
Ultra-high-throughput microbial community analysis on the Illumina HiSeq and MiSeq platforms journal March 2012
Divergent responses of viral and bacterial communities in the gut microbiome to dietary disturbances in mice journal October 2015
Unusual biology across a group comprising more than 15% of domain Bacteria journal June 2015
A catalog of the mouse gut metagenome journal September 2015
Minimum information about a single amplified genome (MISAG) and a metagenome-assembled genome (MIMAG) of bacteria and archaea journal August 2017
ARM-seq: AlkB-facilitated RNA methylation sequencing reveals a complex landscape of modified tRNA fragments journal August 2015
Relic DNA is abundant in soil and obscures estimates of soil microbial diversity journal December 2016
The emerging complexity of the tRNA world: mammalian tRNAs beyond protein synthesis journal September 2017
CXCR4 signaling directs Igk recombination and the molecular mechanisms of late B lymphopoiesis journal September 2019
Cd-hit: a fast program for clustering and comparing large sets of protein or nucleotide sequences journal May 2006
How translational accuracy influences reading frame maintenance journal March 1999
tRNAscan-SE: A Program for Improved Detection of Transfer RNA Genes in Genomic Sequence journal March 1997
The RNA modification database, RNAMDB: 2011 update journal November 2010
MODOMICS: a database of RNA modification pathways—2013 update journal October 2012
The SILVA ribosomal RNA gene database project: improved data processing and web-based tools journal November 2012
Diverse cell stresses induce unique patterns of tRNA up- and down-regulation: tRNA-seq for quantifying changes in tRNA copy number journal October 2014
GtRNAdb 2.0: an expanded database of transfer RNA genes identified in complete and draft genomes journal December 2015
tRNAscan-SE On-line: integrating search and context for analysis of transfer RNA genes journal May 2016
A Molecular View of Microbial Diversity and the Biosphere journal May 1997
How colonization by microbiota in early life shapes the immune system journal April 2016
Bias in Template-to-Product Ratios in Multitemplate PCR journal October 1998
Near-UV stress in Salmonella typhimurium: 4-thiouridine in tRNA, ppGpp, and ApppGpp as components of an adaptive response. journal May 1988
Biosynthesis and Function of Posttranscriptional Modifications of Transfer RNAs journal December 2012
Transfer RNA: Molecular Structure, Sequence, and Properties journal June 1976
tRNA base methylation identification and quantification via high-throughput sequencing journal September 2016
Stable tRNA-based phylogenies using only 76 nucleotides journal June 2010
Exploring Microbial Diversity and Taxonomy Using SSU rRNA Hypervariable Tag Sequencing journal November 2008
A Filtering Method to Generate High Quality Short Reads Using Illumina Paired-End Technology journal June 2013
Laboratory Maintenance and Cultivation of Bacteroides Species journal May 2008
tRNA Misacylation with Methionine in the Mouse Gut Microbiome in Situ journal January 2017
Primary structure of Bacillus subtilis tRNAsTyr journal July 1980
Codon recognition patterns as deduced from sequences of the complete set of transfer RNA species in Mycoplasma capricolum journal September 1989
ALKBH1-Mediated tRNA Demethylation Regulates Translation journal October 2016
ALKBH1-Mediated tRNA Demethylation Regulates Translation journal December 2016
Dynamic RNA Modifications in Gene Expression Regulation journal June 2017
Minimum entropy decomposition: Unsupervised oligotyping for sensitive partitioning of high-throughput marker gene sequences journal October 2014
The Human Microbiome Project journal October 2007
Dietary-fat-induced taurocholic acid promotes pathobiont expansion and colitis in Il10−/− mice journal June 2012
Structure, function and diversity of the healthy human microbiome journal June 2012
Efficient and quantitative high-throughput tRNA sequencing journal July 2015
Emerging roles of tRNA in adaptive translation, signalling dynamics and disease journal December 2014
Analysis of immune, microbiota and metabolome maturation in infants in a clinical trial of Lactobacillus paracasei CBA L74-fermented formula journal June 2020
SPOCD1 is an essential executor of piRNA-directed de novo DNA methylation journal July 2020
The Sequence Alignment/Map format and SAMtools journal June 2009
Trimmomatic: a flexible trimmer for Illumina sequence data journal April 2014
Compilation of tRNA sequences and sequences of tRNA genes journal January 1989
tRNAscan-SE: A Program for Improved Detection of Transfer RNA Genes in Genomic Sequence journal March 1997
Compilation of tRNA sequences and sequences of tRNA genes journal January 1998
MAFFT: a novel method for rapid multiple sequence alignment based on fast Fourier transform journal July 2002
Compilation of tRNA sequences and sequences of tRNA genes journal December 2004
Ensembl Genomes 2016: more genomes, more complexity journal November 2015
Oligotyping: differentiating between closely related microbial taxa using 16S rRNA gene data journal October 2013
Systematic identification of tRNAome and its dynamics in L actococcus lactis : Sequence and dynamics of journal August 2014
Prevention of translational frameshifting by the modified nucleoside 1-methylguanosine journal May 1989
Bias in Template-to-Product Ratios in Multitemplate PCR journal October 1998
Ultrafast and memory-efficient alignment of short DNA sequences to the human genome journal January 2009
Characterization and functional analysis of phytoene synthase gene family in tobacco journal January 2021
MetaPro-IQ: a universal metaproteomic approach to studying human and mouse gut microbiota journal June 2016

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Competitive endogenous RNA (ceRNA) regulation network of lncRNAs, miRNAs, and mRNAs in Wilms tumour journal December 2019

Figures / Tables (7)


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