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(ii) The pipeline was required to consistently annotate isofunctional homologs of these genes across multiple marine metagenomic datasets, using unassembled reads from both Sanger (∼1000 basepair (bp)) and GS-FLX (∼350 bp), so that their abundances could be accurately compared.

We simulated four NGS metagenomic datasets using MetaSim [ 47].

It is a sequencing simulation tool for generating synthetic metagenomic datasets using a collection of complete genomic sequences.

We have evaluated the performance of a state-of-the-art Eulerian-path based sequence assembler on simulated metagenomic datasets using a read length of 36 base pairs (bp), as produced by the Solexa/Illumina sequencing technology.

In general, sequence-based searches are more efficient than function-based screening in prospecting for novel enzymes, since target genes can be directly discovered from metagenomic datasets using bioinformatics tools [ 33].

In this study, the analysis of metagenomic datasets using SEED annotation indicated the presence of acetyl-CoA synthetases (EC 6.2.1.1) and inorganic pyrophosphatase (EC 3.6.1.1) in the compiled Methanosaeta bin.

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We next analysed 55 of the 65 Roche/454 metagenomic datasets used to generate Figure 3 in the DRISEE manuscript (the other 10 datasets were not available in MG-RAST or SRA).

The information about metagenomic datasets used here is summarized in Table  1.> To construct a set of CRISPR cassettes for each metagenomic dataset, we used three algorithms, PILER-CR [ 46], the CRISPR Recognition Tool (CRT) [ 47], CRISPRFinder [ 48], and a previously designed filtering procedure [ 26].

> -wrap-foot> Thost-associatedted and non host-associated metagenomic datasets used in these analyses were downloaded from the Integrated Microbial Genomes with Microbiome Samples database (IMG/M) (Markowitz et al. 2012).

Figure 5 Metabolic profile of phenol degrading sludge metagenomic libraries datasets using MG-RAST platform.

A high level of microbial diversity and availability of metagenomic datasets obtained using various sequencing techniques make the human gut microbiome a promising object for studying CRISPR systems.

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