view blast_annotations_processor.xml @ 2:9ca209477dfd draft default tip

planemo upload for repository https://github.com/Onnodg/Naturalis_NLOOR/tree/main/NLOOR_scripts/process_annotations_tool commit 4017d38cf327c48a6252e488ba792527dae97a70-dirty

<tool id="blast_annotation_processor" name="BLAST Annotation Processor" version="2.0.0">
    <description>Process BLAST annotation results with taxonomic analysis</description>

    <requirements>
        <requirement type="package" version="3.12.3">python</requirement>
        <requirement type="package" version="3.10.6">matplotlib</requirement>
        <requirement type="package" version="2.3.2">pandas</requirement>
        <requirement type="package" version="2.3.2">numpy</requirement>
        <requirement type="package" version="3.1.5">openpyxl</requirement>
    </requirements>

    <command detect_errors="exit_code"><![CDATA[
python '$__tool_directory__/blast_annotations_processor.py'
            --input-anno '$input_anno'
            --input-unanno '$input_unanno'
            --filtered-fasta '$filtered_fasta'
            #if $outputs and 'eval_plot' in $outputs
                --eval-plot '$eval_plot'
            #end if

            #if $outputs and 'taxa_output' in $outputs
                --taxa-output '$taxa_output'
            #end if

            #if $outputs and 'circle_data' in $outputs
                --circle-data '$circle_data'
            #end if

            #if $outputs and 'header_anno' in $outputs
                --header-anno '$header_anno'
            #end if
            --log '$log'

            --uncertain-threshold $advanced.uncertain_threshold
            --eval-threshold $advanced.blast.eval_threshold
            --min-identity $advanced.blast.min_identity
            --min-coverage $advanced.blast.min_coverage
            --min-bitscore $advanced.blast.min_bitscore
            --bitscore-perc-cutoff $advanced.blast.bitscore_perc_cutoff
            --min-support $advanced.fasta.min_support
            #if $advanced.blast.ignore_seqids != ""
                --ignore-seqids '$advanced.blast.ignore_seqids'
            #end if
            #if $advanced.blast.ignore_rank != ""
                --ignore-rank '$advanced.blast.ignore_rank'
            #end if
            #if $advanced.blast.ignore_taxonomy != ""
                --ignore-taxonomy '$advanced.blast.ignore_taxonomy'
            #end if
            #if $advanced.fasta.ignore_obiclean_type != ""
                --ignore-obiclean-type '$advanced.fasta.ignore_obiclean_type'
            #end if
            #if $advanced.fasta.ignore_illuminapairend_type != ""
                --ignore-illuminapairend-type '$advanced.fasta.ignore_illuminapairend_type'
            #end if
            #if $advanced.use_counts
                --use-counts
            #end if
    ]]></command>

    <inputs>
        <param name="input_anno" type="data" format="tabular"
               label="Annotated BLAST output file"
               help="Tabular BLAST output with taxonomic annotations"/>

        <param name="input_unanno" type="data" format="fasta"
               label="Original unannotated sequences"
               help="FASTA file with original sequences before BLAST annotation"/>

        <param name="outputs" type="select" multiple="true" display="checkboxes"
               label="Select outputs to generate" help="Choose which analysis outputs to create">
            <option value="eval_plot">E-value distribution plot</option>
            <option value="taxa_output">Taxonomic report (Kraken2-like format)</option>
            <option value="circle_data">Circular taxonomic datafile</option>
            <option value="header_anno">Annotations per header (in Excel)</option>
        </param>

        <section name="advanced" title="Advanced Parameters" expanded="false">
            <param name="uncertain_threshold" type="float" value="0.9" min="0.0" max="1.0"
                   label="Uncertainty threshold"
                   help="Threshold for resolving taxonomic conflicts (0.0-1.0). If one taxon represents more than this fraction of reads, it will be used instead of 'Uncertain taxa'"/>
            <param name="use_counts" type="boolean" checked="true"
                   label="Use read counts in circular diagrams"
                   help="If checked, circular diagrams will reflect read abundance. If unchecked, only unique taxa are counted"/>
            <section name="fasta" title="Fasta filters" expanded="false">
                <param name="min_support" type="integer" value="1" min="1" max="1000" label="Minimum support"
                help="The minimum times a read should occur before dereplication"/>
                <param name="ignore_obiclean_type" type="text" value="singleton" label="Ignore obiclean type"
                help="The tool skips reads that are flagged as this obiclean type, options are: singleton,variant,head. Values must be comma seperated"/>
                <param name="ignore_illuminapairend_type" type="text" value="pairend" label="Ignore R1-R2 merge failure"
                help="The tool skips reads that are flagged as this illuminapairend type, options are: pairend,consensus. Values must be comma seperated"/>
            </section>
            <section name="blast" title="Blast filters" expanded="false">
                <param name="min_identity" type="integer" value="80" min="1" max="100" label="Minimum identity"/>
                <param name="min_coverage" type="integer" value="70" min="1" max="100" label="Minimum coverage"/>
                <param name="min_bitscore" type="integer" value="100" min="1" max="1000" label="Minimum bitscore"/>
                <param name="bitscore_perc_cutoff" type="float" value="8" min="0" max="100" label="Top bitscore percentage cutoff"
                help="The percentage that the bitscore can be lower than the top bitscore to still be considered. To disable this function put the value as 0"/>
                <param name="eval_threshold" type="text" value="1e-10" label="E-value threshold"/>
                <param name="ignore_seqids" type="text" value="" label="Ignore sequence identifiers"
                help="The tool skips hits that have these sequence identifiers. Values must be comma seperated"/>
                <param name="ignore_rank" type="text" value="unknown" label="Ignore rank when containing:"
                help="The tool skips hits that have this string in taxonomy ranks. Values must be comma seperated"/>
                <param name="ignore_taxonomy" type="text" value="environmental" label="Ignore taxonomy when containing:"
                help="The tool skips hits that have this string as taxonomy. Values must be comma seperated"/>
            </section>
        </section>
    </inputs>

    <outputs>
        <data name="eval_plot" format="png" label="E-value distribution plot on ${on_string}">
            <filter>outputs and 'eval_plot' in outputs</filter>
        </data>
        <data name="taxa_output" format="txt" label="Taxonomic report on ${on_string}">
            <filter>outputs and 'taxa_output' in outputs</filter>
        </data>
        <data name="circle_data" format="txt" label="Circular taxonomic data on ${on_string}">
            <filter>outputs and 'circle_data' in outputs</filter>
        </data>
        <data name="header_anno" format="xlsx" label="Header annotations on ${on_string}">
            <filter>outputs and 'header_anno' in outputs</filter>
        </data>
        <data name="log" format="txt" label="log on ${on_string}"/>
        <data name="filtered_fasta" format="fasta" label="Filtered fasta on ${on_string}"/>
    </outputs>

    <tests>
        <test expect_num_outputs="6">
            <param name="input_anno" value="test_curated_nov_blast_headers.tabular"/>
            <param name="input_unanno" value="test_curated_nov.fasta"/>
            <param name="outputs" value="eval_plot,taxa_output,circle_data,header_anno"/>
            <output name="eval_plot" file="test_nov_eval.png" compare="sim_size"/>
            <output name="taxa_output" file="test_curated_nova_taxa_output.txt"/>
            <output name="circle_data" file="test_curated_nova.txt"/>
            <output name="header_anno" file="test_curated_nova_header_anno_excel.xlsx" decompress="true"/>
            <output name="log" file="test_curated_nova_anno_out.txt"/>
            <output name="filtered_fasta" file="test_curated_nov_filtered.fasta"/>
            <section name="advanced">
                <param name="uncertain_threshold" value="0.9"/>
                <param name="use_counts" value="True"/>
                <section name="fasta">
                    <param name="min_support" value="1"/>
                    <param name="ignore_obiclean_type" value="singleton"/>
                    <param name="ignore_illuminapairend_type" value="pairend"/>
                </section>
                <section name="blast">
                    <param name="min_identity" value="80"/>
                    <param name="min_coverage" value="70"/>
                    <param name="min_bitscore" value="100"/>
                    <param name="bitscore_perc_cutoff" value="8"/>
                    <param name="eval_threshold" value="1e-10"/>
                    <param name="ignore_seqids" value=""/>
                    <param name="ignore_rank" value="unknown"/>
                    <param name="ignore_taxonomy" value="environmental"/>
                </section>
            </section>
        </test>

        <test expect_num_outputs="6">
            <param name="input_anno" value="test_genbank_nov_blast.tabular"/>
            <param name="input_unanno" value="test_genbank_nov.fasta"/>
            <param name="outputs" value="eval_plot,taxa_output,circle_data,header_anno"/>
            <output name="eval_plot" file="output_genbank_eval.png" compare="sim_size"/>
            <output name="taxa_output" file="output_genbank_taxa_output.txt"/>
            <output name="circle_data" file="output_genbank_circle_data.txt"/>
            <output name="header_anno" file="output_genbank_header_anno.xlsx" decompress="true"/>
            <output name="log" file="output_genbank_anno_out.txt"/>
            <output name="filtered_fasta" file="genbank_filtered.fasta"/>
            <section name="advanced">
                <param name="uncertain_threshold" value="0.9"/>
                <param name="use_counts" value="True"/>
                <section name="fasta">
                    <param name="min_support" value="1"/>
                    <param name="ignore_obiclean_type" value="singleton"/>
                    <param name="ignore_illuminapairend_type" value="pairend"/>
                </section>
                <section name="blast">
                    <param name="min_identity" value="80"/>
                    <param name="min_coverage" value="70"/>
                    <param name="min_bitscore" value="100"/>
                    <param name="bitscore_perc_cutoff" value="8"/>
                    <param name="eval_threshold" value="1e-10"/>
                    <param name="ignore_seqids" value=""/>
                    <param name="ignore_rank" value="unknown"/>
                    <param name="ignore_taxonomy" value="environmental"/>
                </section>
            </section>
        </test>
        <test expect_num_outputs="4">
            <param name="input_anno" value="test_genbank_nov_blast.tabular"/>
            <param name="input_unanno" value="test_genbank_nov.fasta"/>
            <param name="outputs" value="circle_data,header_anno"/>
            <output name="circle_data" file="advanced_circle_data.txt"/>
            <output name="header_anno" file="output_advanced_header_anno.xlsx" decompress="true"/>
            <output name="log" file="output_advanced_anno_out.txt"/>
            <output name="filtered_fasta" file="advanced_filtered.fasta"/>
            <section name="advanced">
                <param name="uncertain_threshold" value="0.8"/>
                <param name="use_counts" value="False"/>
                <section name="fasta">
                    <param name="min_support" value="2"/>
                    <param name="ignore_obiclean_type" value="singleton,variant"/>
                    <param name="ignore_illuminapairend_type" value="pairend"/>
                </section>
                <section name="blast">
                    <param name="min_identity" value="70"/>
                    <param name="min_coverage" value="60"/>
                    <param name="min_bitscore" value="80"/>
                    <param name="bitscore_perc_cutoff" value="0"/>
                    <param name="eval_threshold" value="1e-8"/>
                    <param name="ignore_seqids" value="NC_051949"/>
                    <param name="ignore_rank" value="unknown"/>
                    <param name="ignore_taxonomy" value="environmental"/>
                </section>
            </section>
        </test>
        <test expect_num_outputs="3">
            <param name="input_anno" value="input_test_curated_labels.tabular"/>
            <param name="input_unanno" value="input_test_curated.fasta"/>
            <param name="outputs" value="header_anno"/>
            <output name="header_anno" file="strict_header_anno.xlsx" decompress="true"/>
            <output name="log" file="strict_anno_stats.txt" lines_diff="50"/>
            <output name="filtered_fasta" file="strict_filtered.fasta"/>

            <section name="advanced">
                <param name="uncertain_threshold" value="0.95"/>
                <param name="use_counts" value="False"/>

                <section name="fasta">
                    <param name="min_support" value="1"/>
                    <param name="ignore_obiclean_type" value=""/>
                    <param name="ignore_illuminapairend_type" value=""/>
                </section>

                <section name="blast">
                    <param name="min_identity" value="98"/>
                    <param name="min_coverage" value="95"/>
                    <param name="min_bitscore" value="150"/>
                    <param name="bitscore_perc_cutoff" value="0"/>
                    <param name="eval_threshold" value="1e-20"/>
                    <param name="ignore_seqids" value=""/>
                    <param name="ignore_rank" value=""/>
                    <param name="ignore_taxonomy" value=""/>
                </section>
            </section>
        </test>
    </tests>

    <help><![CDATA[
**BLAST Annotation Processor**

This tool processes BLAST annotation results and generates various quality control and visualization outputs.

**Inputs:**

- **Annotated BLAST output**: Tabular BLAST output file with taxonomic annotations. Expected format is standard BLAST tabular output with taxonomic information in the last column.

- **Original unannotated sequences**: FASTA file containing the original sequences that were used for BLAST search. This is used to calculate annotation statistics.

**Outputs:**

- **Filtered fasta: This is a fasta file with all the fasta sequences that passed the fasta filtering (obiclean, illuminapairend and minimum support filters)**

- **E-value distribution plot**: Visualization showing the distribution of E-values across all annotated sequences.

- **Taxonomic report**: Kraken2-like format report showing taxonomic composition with read counts and percentages. Includes information about uncertain taxonomic assignments.

- **Circular taxonomic data**: Json data to generate a circular sunburst-style diagram showing taxonomic composition across all taxonomic levels (Kingdom -> Species).

- **Annotations per header**: Excel workbook listing each sequence header with its taxonomic assignment and E-value.

- **Annotation statistics**: Summary statistics about annotation success rates and sequence counts.

**Parameters:**

- **Uncertain threshold**: Treshold for lca. When multiple conflicting taxonomic assignments exist for a sequence, this threshold determines whether to use the most common assignment (if it exceeds the threshold) or mark it as "Uncertain taxa".

- **E-value threshold**: Sequences with E-values higher than this threshold are filtered out from the analysis.

- **Use read counts**: Determines whether circular data reflects the abundance of reads (checked) or just count unique taxonomic assignments (unchecked).

- **E-value threshold**:  Maximum allowed E-value.

- **Minimum identity (%)**

- **Minimum coverage (%)**

- **Minimum bitscore**

- **Bitscore percentile cutoff (%)**:  Relative cutoff vs. best hit in a query.

- **Minimum read support (FASTA)**: Only keep headers with at least N counts.

- **Ignore OBIClean type**: Remove reads with this OBIClean category (singleton / variant / head).

- **Ignore Illumina pairend type**: Remove reads based on pairend status.

- **Ignore taxonomy keywords**: Skip hits whose taxonomic annotation contains these strings.

- **Ignore sequence identifiers**: Remove BLAST hits whose subject/seq IDs match given list.

- **Use counts**: Circular diagram uses abundance (checked) or uniqueness (unchecked).


**Expected Input Format:**

The annotated BLAST file should be in tabular format with at least 7 columns:

- 1. Query ID

- 2. Subject ID

- 3. Subject accession

- 4. Subject Taxonomy ID

- 5. Identity percentage

- 6. Coverage

- 7. Evalue

- 8. Bitscore

- 9. Source

- 10. Taxonomy

**Note:** This tool processes files that have been deduplicated and contain read count information in the sequence headers in the format: `sequence_name(count_number)`.

-------------

.. class:: infomark

**Credits**

Based on a script by Nick Kortleven, translated, modified and wrapped by Onno de Gorter,
Developed for the New light on old remedies project, a PhD research by Anja Fischer.

Link to the project website:

* https://ahm.uva.nl/funded-research-projects/new-lights-on-old-remedies/new-lights-on-old-remedies.html

    ]]></help>
    <creator>
        <organization name="Naturalis Biodiversity Center" url="https://www.naturalis.nl/en/science" />
        <person givenName="Onno" familyName="de Gorter" url="https://github.com/Onnodg"/>
        <person givenName="Nick" familyName="Kortleven" url="https://github.com/tombkingsts" />
    </creator>
</tool>