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. 2013 Sep 20;5(9):81. doi: 10.1186/gm485

Table 1.

Metagenomic approaches for pathogen detection and their findings and applications

  Method Applications Recent examples Advantages Limitations
Deep amplicon sequencing
• rRNA
• Prokaryotic and eukaryotic identification*
• Characterization of the healthy human gut microbiome (HMP) [28]
• Potentially higher sensitivity
• Targeted gene may not be truly universal
 
 
• Determination of taxonomic relationships
• Ancient gut microbiomes found to be more similar to modern rural than modern cosmopolitan microbiomes [29]
• Less expensive as fewer reads are required for taxonomic classification
• Primer bias may alter population structure
 
• rpoB
• Archaeal and bacterial identification*
• Used to divide the species Gardnerella vaginalis into subgroups [30]
• rpoB and cpn-60 offer enhanced taxonomic resolution compared to rRNA [31,32]
• Possibility of variable gene copy numbers amongst targeted species
 
• cpn-60
• Determination of taxonomic relationships
 
 
 
 
• Viral RNA polymerase (RdRP)
• Novel virus discovery
• Identified novel families of picornaviruses off the coast of British Columbia [33]
 
 
Metagenomics
• Shotgun sequencing
• Functional and taxonomic characterization
• Detection of African swine fever virus-like sequences representing new members of the family Asfariviridae [9]
• Recovery of sequences from all microorganisms
• Broad specificity might decrease sensitivity
 
 
 
• Detection of unexpected microbes from stool samples [12]
• No a priori knowledge of microorganisms required
• Library preparation is relatively labor intensive
 
• Subtraction
• Functional and taxonomic characterization
• Identified divergent regions in non-coding RNAs in Listeria monocytogenes[34]
• Random primers reduce potential for bias
• Bioinformatics analysis is more challenging
 
 
 
• Association of Fusobacterium nucleatum with colorectal carcinoma [35]
 
• Relatively expensive as more reads are required than for DAS
 
• Virus concentration
• Novel virus discovery
• Detection of the novel H1N1 influenza from nasopharyngeal swabs [13]
 
• Approximately 50% of sequences generally have no significant homology to known proteins in databases (dark matter) [36]
 
 
 
• Detection of a novel rhabdovirus from serum [37]
 
 
 
• Hybridization capture
• Investigation of sequences with very low copy number
• Metagenomic analysis of tuberculosis from a mummy [38]
 
• Increased granularity in population structure determination [39]
      • Investigation of Yersinia pestis from ancient teeth [40]    

*Specific primers need to be made to discriminate between each group. RdRP, RNA-dependent RNA polymerase.