Skip to main content

Table 1 List of software in the MetaG, MetaT, MetaP workflows

From: Integrative meta-omics in Galaxy and beyond

Workflow

Software version

References/webpage

MetaG

Trimming

Trim Galore! (Galaxy version 0.6.7 + galaxy0)

(https://www.bioinformatics.babraham.ac.uk/projects/trim_galore/)

Quality control

FastQC (Galaxy version 0.73 + galaxy0)

(https://www.bioinformatics.babraham.ac.uk/projects/fastqc/)

Assembly

MEGAHIT (Galaxy version 1.1.3.5)

[30]

Assembly quality

metaQUAST (Galaxy version 5.2.0 + galaxy0)

[31]

Binning

MaxBin2 (Galaxy version 2.2.7 + galaxy3)

[19]

Dereplication*

dRep (Galaxy version 3.2.2 + galaxy0)

[32]

Genome quality assessment

CheckM lineage_wf (Galaxy Version 1.2.0 + galaxy0)

[33]

Read coverage

CoverM-GENOME (Galaxy Version 0.2.1 + galaxy0)

(https://github.com/wwood/CoverM)

Read coverage

CoverM-CONTIG (Galaxy Version 0.2.1 + galaxy0)

(https://github.com/wwood/CoverM)

Bin annotation

CAT bins (Galaxy version 5.0.3.0)

[34]

Gene prediction

FragGeneScan (Galaxy version 1.30.0)

[35]

CAZyme annotation

Hmmscan (Galaxy version 0.1.0) with dbCAN-HMMdb-V10

[36,37,38]

KOfam annotation

KofamScan (Galaxy version 1.3.0 + galaxy1)

 

Functional annotation

Interproscan (Galaxy version 5.0.0)

[39]

MetaT

Trimming

Trimmomatic (Galaxy version 0.38.1)

[40]

Quality control

FastQC (Galaxy version 0.73 + galaxy0

(https://www.bioinformatics.babraham.ac.uk/projects/fastqc/)

rRNA removal

SortMeRNA (Galaxy version 2.1b.6)

[41]

mRNA quantification and mapping

Kallisto quant (Galaxy version 0.46.0.4)

[42]

MetaP

Protein quantification

MaxQuant (Galaxy version 1.6.3.4)

[43, 44]

  1. *Tools unique for the optimized MetaG workflow