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Workflow Type: Galaxy

This workflow performs metagenome assembly and multi-tool binning of paired short reads and optional long reads to generate dereplicated Metagenome-Assembled Genomes (MAGs), and analyzes them for quality and abundance.

Inputs

ID Name Description Type
ANI threshold for dereplication ANI threshold for dereplication ANI threshold to form secondary clusters of dereplication. An ANI value of ≥95-96% indicates genomes belong to the same species, an ANI of ≥98-99% suggests they are the same strain, and an ANI of ≤90-95% typically points to genomes from different genera.
  • float
CheckM2 Database CheckM2 Database CheckM2 Reference Database used for quality assessment for Binette, dRep, and quality assessment of the final bins
  • string
Choose Assembler Choose Assembler The workflow can use MEGAHIT and metaSPAdes as assembler
  • string
Contamination weight (Binette) Contamination weight (Binette) This weight is used for the scoring the bins. A low weight favor complete bins over low contaminated bins (--contamination_weight)
  • int
Custom Assemblies Custom Assemblies This workflow allows using a custom assembly as input. If provided, select `custom assembly` as Assembler. Provide one assembly for each group of trimmed input reads.
  • File[]?
Environment for the built-in model (SemiBin) Environment for the built-in model (SemiBin) Environment for the built-in model (SemiBin), options are: human_gut, dog_gut, ocean, soil, cat_gut, human_oral, mouse_gut, pig_gut, built_environment, wastewater, chicken_caecum, global
  • string
Maximum MAG contamination percentage Maximum MAG contamination percentage Maximum MAG contamination percentage for dereplication
  • int
Minimum MAG completeness percentage Minimum MAG completeness percentage Minimum MAG completeness percentage for bin refinement (binette) and dereplication (drep)
  • int
Minimum MAG length Minimum MAG length Minimum MAG length for dereplication
  • int
Minimum length of contigs to output Minimum length of contigs to output Minimum length of contigs to output (only for MEGAHIT).
  • int
Read length (CONCOCT) Read length (CONCOCT) CONCOCT requires the read length for coverage. Best use fastQC to estimate the mean value.
  • int
Run COMEBin Run COMEBin n/a
  • boolean
Trimmed PacBio reads from grouped samples Trimmed PacBio reads from grouped samples n/a
  • File[]?
Trimmed nanopore reads from grouped samples Trimmed nanopore reads from grouped samples n/a
  • File[]?
Trimmed paired reads from grouped samples Trimmed paired reads from grouped samples Samples grouped for co-assembly. For individual assembly use same reads as `Trimmed reads input`. The tool fastq_groupmerge can be used to perform the grouping.
  • File[]
Trimmed reads Trimmed reads These should be the reads from the samples to estimate MAGs abundance in the original samples.
  • File[]

Steps

ID Name Description
0 Create text file toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_text_file_with_recurring_lines/9.5+galaxy3
17 Select Grep1
18 Extract element identifiers toolshed.g2.bx.psu.edu/repos/iuc/collection_element_identifiers/collection_element_identifiers/0.0.2
19 Apply rules __APPLY_RULES__
20 Unzip collection __UNZIP_COLLECTION__
21 Map parameter value toolshed.g2.bx.psu.edu/repos/iuc/map_param_value/map_param_value/0.2.0
22 Map parameter value toolshed.g2.bx.psu.edu/repos/iuc/map_param_value/map_param_value/0.2.0
23 Line/Word/Character count wc_gnu
24 MEGAHIT toolshed.g2.bx.psu.edu/repos/iuc/megahit/megahit/1.2.9+galaxy2
25 Parse parameter value param_value_from_file
26 Duplicate file to collection __DUPLICATE_FILE_TO_COLLECTION__
27 Relabel identifiers __RELABEL_FROM_FILE__
28 Pick parameter value toolshed.g2.bx.psu.edu/repos/iuc/pick_value/pick_value/0.2.0
29 Pick parameter value toolshed.g2.bx.psu.edu/repos/iuc/pick_value/pick_value/0.2.0
30 Apply rules __APPLY_RULES__
31 Apply rules __APPLY_RULES__
32 Filter empty datasets __FILTER_EMPTY_DATASETS__
33 Filter empty datasets __FILTER_EMPTY_DATASETS__
34 metaSPAdes toolshed.g2.bx.psu.edu/repos/nml/metaspades/metaspades/4.2.0+galaxy0
35 Pick parameter value toolshed.g2.bx.psu.edu/repos/iuc/pick_value/pick_value/0.2.0
36 Quast toolshed.g2.bx.psu.edu/repos/iuc/quast/quast/5.3.0+galaxy1
37 Bowtie2 toolshed.g2.bx.psu.edu/repos/devteam/bowtie2/bowtie2/2.5.4+galaxy0
38 CONCOCT: Cut up contigs toolshed.g2.bx.psu.edu/repos/iuc/concoct_cut_up_fasta/concoct_cut_up_fasta/1.1.0+galaxy2
39 Samtools sort toolshed.g2.bx.psu.edu/repos/devteam/samtools_sort/samtools_sort/2.0.7
40 SemiBin latest toolshed.g2.bx.psu.edu/repos/iuc/semibin/semibin/2.1.0+galaxy1
41 Calculate contig depths toolshed.g2.bx.psu.edu/repos/iuc/metabat2_jgi_summarize_bam_contig_depths/metabat2_jgi_summarize_bam_contig_depths/2.17+galaxy0
42 Apply rules __APPLY_RULES__
43 CONCOCT: Generate the input coverage table toolshed.g2.bx.psu.edu/repos/iuc/concoct_coverage_table/concoct_coverage_table/1.1.0+galaxy2
44 Converts genome bins in fasta format toolshed.g2.bx.psu.edu/repos/iuc/fasta_to_contig2bin/Fasta_to_Contig2Bin/1.1.7+galaxy1
45 MaxBin2 toolshed.g2.bx.psu.edu/repos/mbernt/maxbin2/maxbin2/2.2.7+galaxy6
46 MetaBAT2 toolshed.g2.bx.psu.edu/repos/iuc/metabat2/metabat2/2.17+galaxy0
47 COMEBin toolshed.g2.bx.psu.edu/repos/iuc/comebin/comebin/1.0.4+galaxy1
48 CONCOCT toolshed.g2.bx.psu.edu/repos/iuc/concoct/concoct/1.1.0+galaxy2
49 Converts genome bins in fasta format toolshed.g2.bx.psu.edu/repos/iuc/fasta_to_contig2bin/Fasta_to_Contig2Bin/1.1.7+galaxy1
50 Converts genome bins in fasta format toolshed.g2.bx.psu.edu/repos/iuc/fasta_to_contig2bin/Fasta_to_Contig2Bin/1.1.7+galaxy1
51 Pick parameter value toolshed.g2.bx.psu.edu/repos/iuc/pick_value/pick_value/0.2.0
52 CONCOCT: Merge cut clusters toolshed.g2.bx.psu.edu/repos/iuc/concoct_merge_cut_up_clustering/concoct_merge_cut_up_clustering/1.1.0+galaxy2
53 Converts genome bins in fasta format toolshed.g2.bx.psu.edu/repos/iuc/fasta_to_contig2bin/Fasta_to_Contig2Bin/1.1.7+galaxy1
54 CONCOCT: Extract a fasta file toolshed.g2.bx.psu.edu/repos/iuc/concoct_extract_fasta_bins/concoct_extract_fasta_bins/1.1.0+galaxy2
55 Converts genome bins in fasta format toolshed.g2.bx.psu.edu/repos/iuc/fasta_to_contig2bin/Fasta_to_Contig2Bin/1.1.7+galaxy1
56 Build list __BUILD_LIST__
57 Binette toolshed.g2.bx.psu.edu/repos/iuc/binette/binette/1.2.0+galaxy0
58 Pool Bins from all samples __FLATTEN__
59 checkm2 toolshed.g2.bx.psu.edu/repos/iuc/checkm2/checkm2/1.1.0+galaxy0
60 Text reformatting toolshed.g2.bx.psu.edu/repos/bgruening/text_processing/tp_awk_tool/9.5+galaxy2
61 dRep dereplicate toolshed.g2.bx.psu.edu/repos/iuc/drep_dereplicate/drep_dereplicate/3.6.2+galaxy1
62 CoverM genome toolshed.g2.bx.psu.edu/repos/iuc/coverm_genome/coverm_genome/0.7.0+galaxy0
63 CheckM lineage_wf toolshed.g2.bx.psu.edu/repos/iuc/checkm_lineage_wf/checkm_lineage_wf/1.2.4+galaxy2
64 Quast toolshed.g2.bx.psu.edu/repos/iuc/quast/quast/5.3.0+galaxy1
65 checkm2 toolshed.g2.bx.psu.edu/repos/iuc/checkm2/checkm2/1.1.0+galaxy0
66 Column join toolshed.g2.bx.psu.edu/repos/iuc/collection_column_join/collection_column_join/0.0.3
67 Column join toolshed.g2.bx.psu.edu/repos/iuc/collection_column_join/collection_column_join/0.0.3
68 MultiQC toolshed.g2.bx.psu.edu/repos/iuc/multiqc/multiqc/1.27+galaxy4

Outputs

ID Name Description Type
metaSPAdes Contigs metaSPAdes Contigs n/a
  • File
Assembly Report Assembly Report n/a
  • File
Dereplicated Bins Dereplicated Bins n/a
  • File
Cluster Assignment Cluster Assignment n/a
  • File
Primary clustering dendrogram Primary clustering dendrogram n/a
  • File
Merged CoverM Output Merged CoverM Output n/a
  • File
Merged Quast Output Merged Quast Output n/a
  • File
Full MultiQC Report Full MultiQC Report n/a
  • File

Version History

v0.5 (latest) Created 14th Jul 2026 at 03:01 by WorkflowHub Bot

Updated to v0.5


Frozen v0.5 c877c22

v0.4 Created 22nd Nov 2025 at 03:01 by WorkflowHub Bot

Updated to v0.4


Frozen v0.4 d6d309a

v0.3 Created 22nd Jun 2025 at 03:02 by WorkflowHub Bot

Updated to v0.3


Frozen v0.3 f85e0be

v0.2 Created 3rd Jun 2025 at 03:01 by WorkflowHub Bot

Updated to v0.2


Frozen v0.2 1c3b5fd

v0.1 (earliest) Created 30th Apr 2025 at 03:02 by WorkflowHub Bot

Updated to v0.1


Frozen v0.1 7986c0c
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Created: 30th Apr 2025 at 03:02

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