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5.[Optional] extend the contigs with [sspace_basic](https://github.com/nsoranzo/sspace_basic) and filter with [`prinseq++`](https://github.com/Adrian-Cantu/PRINSEQ-plus-plus)
6.[Optional] Map reads to contigs for coverage estimation ([`BowTie2`](http://bowtie-bio.sourceforge.net/bowtie2/),[`BWAmem2`](https://github.com/bwa-mem2/bwa-mem2) and [`BWA`](https://github.com/lh3/bwa))
9. Scaffolding of contigs to centroid ([`Minimap2`](https://github.com/lh3/minimap2), [`iVar-consensus`](https://andersen-lab.github.io/ivar/html/manualpage.html))
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10.[Optional] Annotate 0-depth regions with external reference `bin/lowcov_to_reference.py`.
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11.[Optional] Select best reference from `--mapping_constrains`:
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10.[Optional] Remove clusters with low read coverage. `bin/extract_clusters.py`
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11. Scaffolding of contigs to centroid ([`Minimap2`](https://github.com/lh3/minimap2), [`iVar-consensus`](https://andersen-lab.github.io/ivar/html/manualpage.html))
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12.[Optional] Annotate 0-depth regions with external reference `bin/lowcov_to_reference.py`.
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13.[Optional] Select best reference from `--mapping_constrains`:
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-[`Mash sketch`](https://github.com/marbl/Mash)
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-[`Mash screen`](https://github.com/marbl/Mash)
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12. Mapping filtered reads to supercontig and mapping constrains([`BowTie2`](http://bowtie-bio.sourceforge.net/bowtie2/),[`BWAmem2`](https://github.com/bwa-mem2/bwa-mem2) and [`BWA`](https://github.com/lh3/bwa))
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13.[Optional] Deduplicate reads ([`Picard`](https://broadinstitute.github.io/picard/) or if UMI's are used [`UMI-tools`](https://umi-tools.readthedocs.io/en/latest/QUICK_START.html))
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14. Variant calling and filtering ([`BCFTools`](http://samtools.github.io/bcftools/bcftools.html),[`iVar`](https://andersen-lab.github.io/ivar/html/manualpage.html))
16. Repeat step 12-15 multiple times for the denovo contig route
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17. Consensus evaluation and annotation ([`QUAST`](http://quast.sourceforge.net/quast),[`CheckV`](https://bitbucket.org/berkeleylab/checkv/src/master/),[`blastn`](https://blast.ncbi.nlm.nih.gov/Blast.cgi), [`mmseqs-search`](https://github.com/soedinglab/MMseqs2/wiki#batch-sequence-searching-using-mmseqs-search))
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18. Result summary visualisation for raw read, alignment, assembly, variant calling and consensus calling results ([`MultiQC`](http://multiqc.info/))
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14. Mapping filtered reads to supercontig and mapping constrains([`BowTie2`](http://bowtie-bio.sourceforge.net/bowtie2/),[`BWAmem2`](https://github.com/bwa-mem2/bwa-mem2) and [`BWA`](https://github.com/lh3/bwa))
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15.[Optional] Deduplicate reads ([`Picard`](https://broadinstitute.github.io/picard/) or if UMI's are used [`UMI-tools`](https://umi-tools.readthedocs.io/en/latest/QUICK_START.html))
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16. Variant calling and filtering ([`BCFTools`](http://samtools.github.io/bcftools/bcftools.html),[`iVar`](https://andersen-lab.github.io/ivar/html/manualpage.html))
@@ -130,8 +131,7 @@ For further information or help, don't hesitate to get in touch on the [Slack `#
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<!-- If you use nf-core/viralgenie for your analysis, please cite it using the following doi: [10.5281/zenodo.XXXXXX](https://doi.org/10.5281/zenodo.XXXXXX) -->
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>[!WARNING]
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> Viralgenie is currently not Published. Please cite as:
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> Klaps J, Lemey P, Kafetzopoulou L. Viralgenie: A metagenomics analysis pipeline for eukaryotic viruses. __Github__https://github.com/Joon-Klaps/viralgenie
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> Klaps J, Lemey P, Kafetzopoulou L. Viralgenie: A metagenomics analysis pipeline for eukaryotic viruses. **Github**<https://github.com/Joon-Klaps/viralgenie>
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An extensive list of references for the tools used by the pipeline can be found in the [`CITATIONS.md`](https://joon-klaps.github.io/viralgenie/latest/CITATIONS) file.
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