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Resfinder improvements, added support for Shigella spp., added XDR Sh…
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…igella prediction (#159)

* lots of changes to ResFinder task. Added support for Shigella species to be run through E.coli pointfinder database, changed output file extensions for TSVs, exposed cpu and memory optional inputs, changed name of 2 input params to be more recognizeable

* update CI

* lots of changes to ResFinder task. Added support for Shigella species to be run through E.coli pointfinder database, changed output file extensions for TSVs, exposed cpu and memory optional inputs, changed name of 2 input params to be more recognizeable

* update CI

* added required string output for resfinder: resfinder_predicted_pheno_resistance which is semicolon delimited output of "<antimicrobial>: <Genetic background>"

* added required output String for resfinder task "resfinder_predicted_xdr_shigella" which checks for predicted resistance to ceftriazone, azithromycin, ciprofloxacin, trimethoprim, fulfamethozazole, and ampicillin

* added 2 new resfinder string outputs to theiaprok_illumina_pe outputs

* added 2 new resfinder string outputs to theiaprok_illumina_pe workflow as well as export_taxon_tables task

* added 2 new resfinder string outputs to TheiaProk workflows (FASTA, SE, ONT). also added to export_taxon_tables inputs. renamed call block alias for resfinder in theiaprok_ONT to match other workflows

* lots of changes to ResFinder task. Added support for Shigella species to be run through E.coli pointfinder database, changed output file extensions for TSVs, exposed cpu and memory optional inputs, changed name of 2 input params to be more recognizeable

* update CI

* added required string output for resfinder: resfinder_predicted_pheno_resistance which is semicolon delimited output of "<antimicrobial>: <Genetic background>"

* added required output String for resfinder task "resfinder_predicted_xdr_shigella" which checks for predicted resistance to ceftriazone, azithromycin, ciprofloxacin, trimethoprim, fulfamethozazole, and ampicillin

* added 2 new resfinder string outputs to theiaprok_illumina_pe outputs

* added 2 new resfinder string outputs to theiaprok_illumina_pe workflow as well as export_taxon_tables task

* added 2 new resfinder string outputs to TheiaProk workflows (FASTA, SE, ONT). also added to export_taxon_tables inputs. renamed call block alias for resfinder in theiaprok_ONT to match other workflows

* typo in ceftriaxone

* update CI

* update CI

* update CI

* resfinder default cov is 0.5 (50%) to match CDC standard; shortened XDR status output strings; added 6 new string outputs with predicted resistance to 6 drugs in XDR classification

* added 6 new String outputs from resfinder to theiaprok ILMN PE wf. tested successfully w miniwdl

* more specific wording for XDR Shigella classification output. Might have XDR non-Shigella samples (like E. coli) that would still be relevant to user

* added logic to clarify the final XDR shigella designation output column. Either "Not Shigella..." or "XDR Shigella" or "Not XDR Shigella"

* updated output strings that I missed earlier

* corrected typos with cases for 2 output filenames for string outputs

* added 6 newer resfinder outputs to export_taxon_tables task and added same to export_taxon_tables task to input call block within theiaprok_illumina_pe workflow

* added additional resfinder outputs to theiaprok FASTA, ILMN SE, and ONT outputs. also added these inputs to export_taxon_tables call block

* update CI

* change case

* update md5sums

* final md5sum update

---------

Co-authored-by: Sage Wright <[email protected]>
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kapsakcj and sage-wright authored Dec 5, 2023
1 parent d68a45f commit d46c26e
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139 changes: 116 additions & 23 deletions tasks/gene_typing/task_resfinder.wdl
Original file line number Diff line number Diff line change
Expand Up @@ -6,11 +6,13 @@ task resfinder {
String samplename
String? organism # Species in the sample, species should be entered with their full scientific names (e.g. "escherichia coli"), using quotation marks
Boolean acquired = true # Run resfinder for acquired resistance genes
Float min_cov = 0.6 # Minimum (breadth-of) coverage of ResFinder
Float threshold = 0.9 # Threshold for identity of ResFinder
Boolean point = false # Run pointfinder for chromosomal mutations
Float min_cov = 0.5 # Minimum (breadth-of) coverage of ResFinder
Float min_id = 0.9 # Threshold for identity of ResFinder
Boolean call_pointfinder = false # Run pointfinder for chromosomal mutations
String docker = "us-docker.pkg.dev/general-theiagen/staphb/resfinder:4.1.11"
Int disk_size = 100
Int cpu = 2
Int memory = 8
}
command <<<
date | tee DATE
Expand All @@ -28,7 +30,8 @@ task resfinder {
resfinder_organism="enterococcus faecalis"
elif [[ "~{organism}" == *"Enterococcus"*"faecium"* ]]; then
resfinder_organism="enterococcus faecium"
elif [[ "~{organism}" == *"Escherichia"*"coli"* ]]; then
# to allow for both E. coli and any Shigella species to be processed via PointFinder as E. coli
elif [[ "~{organism}" == *"Escherichia"*"coli"* ]] || [[ "~{organism}" == *"Shigella"* ]]; then
resfinder_organism="escherichia coli"
elif [[ "~{organism}" == *"Klebsiella"* ]]; then
resfinder_organism="klebsiella"
Expand All @@ -45,6 +48,7 @@ task resfinder {
else
echo "Either Gambit predicted taxon is not supported by resfinder or the user did not supply an organism as input."
echo "Skipping the use of resfinder --species optional parameter."
echo "WARNING: This will disable PointFinder due to the requirement of --species flag."
fi

# if resfinder_organism variable is set, use --species flag, otherwise do not use --species flag
Expand All @@ -55,52 +59,141 @@ task resfinder {
--species "${resfinder_organism}" \
~{true="--acquired" false="" acquired} \
~{'--min_cov ' + min_cov} \
~{'--threshold ' + threshold} \
~{true="--point" false="" point}
~{'--threshold ' + min_id} \
~{true="--point" false="" call_pointfinder}
else
# pointfinder requires the use of the --species flag, so if resfinder_organism is not set, do not run pointfinder
run_resfinder.py \
--inputfasta ~{assembly} \
--outputPath . \
--species "other" \
~{true="--acquired" false="" acquired} \
~{'--min_cov ' + min_cov} \
~{'--threshold ' + threshold}
~{'--threshold ' + min_id}
fi

# replace space in resfinder_organism with underscore
resfinder_organism="${resfinder_organism// /_}"

# rename files
mv pheno_table.txt ~{samplename}_pheno_table.txt
if [ -f pheno_table_${resfinder_organism}.txt ]; then
mv pheno_table_${resfinder_organism}.txt ~{samplename}_pheno_table_species.txt
mv -v pheno_table.txt ~{samplename}_pheno_table.tsv
if [ -f "pheno_table_${resfinder_organism}.txt" ]; then
# rename file to have proper extension & samplename included
mv -v "pheno_table_${resfinder_organism}.txt" ~{samplename}_pheno_table_species.tsv
fi
mv ResFinder_Hit_in_genome_seq.fsa ~{samplename}_ResFinder_Hit_in_genome_seq.fsa
mv ResFinder_Resistance_gene_seq.fsa ~{samplename}_ResFinder_Resistance_gene_seq.fsa
mv ResFinder_results_tab.txt ~{samplename}_ResFinder_results_tab.txt
mv -v ResFinder_Hit_in_genome_seq.fsa ~{samplename}_ResFinder_Hit_in_genome_seq.fsa
mv -v ResFinder_Resistance_gene_seq.fsa ~{samplename}_ResFinder_Resistance_gene_seq.fsa
mv -v ResFinder_results_tab.txt ~{samplename}_ResFinder_results_tab.tsv

# if pointfinder was run, rename files
if [ -f PointFinder_prediction.txt ]; then
mv PointFinder_prediction.txt ~{samplename}_PointFinder_prediction.txt
mv PointFinder_results.txt ~{samplename}_PointFinder_results.txt
mv -v PointFinder_prediction.txt ~{samplename}_PointFinder_prediction.tsv
mv -v PointFinder_results.txt ~{samplename}_PointFinder_results.tsv
fi

# parse ~{samplename}_pheno_table.tsv for predicted phenotypes and genes associated
# strip off 18 lines from top of file (18th line is the header with the columns: antimicrobial, class, WGS-predicted phenotype, Match, Genetic Background)
tail +18 ~{samplename}_pheno_table.tsv > ~{samplename}_pheno_table.headerless.tsv

# convert all letters in first column (antibiotic) to uppercase. For readability of output string
awk -F '\t' 'BEGIN{OFS="\t"} { $1=toupper($1) } 1' ~{samplename}_pheno_table.headerless.tsv > ~{samplename}_pheno_table.headerless.uppercase.tsv

# if column 3 shows 'Resistant', then print list of drugs followed by the genes/point mutations responsible
awk -F '\t' 'BEGIN{OFS=":"; ORS="; "} { if($3 == "Resistant") {print $1,$5}}' ~{samplename}_pheno_table.headerless.uppercase.tsv \
| sed 's/..$//' > RESFINDER_PREDICTED_PHENO_RESISTANCE.txt

# check for XDR Shigella status, based on CDC definition here: https://emergency.cdc.gov/han/2023/han00486.asp
# requirements:
# organism input (i.e. gambit_predicted_taxon) must contain "Shigella"
# predicted resistance to antimicrobials must include ALL: "ceftriaxone", "azithromycin", "ciprofloxacin", "trimethoprim", "sulfamethoxazole", and "ampicillin"
if [[ "~{organism}" != *"Shigella"* ]]; then
echo 'Either the input gambit_predicted_taxon does not contain "Shigella" or the user did not supply the organism as an input string to the workflow.'
echo "Skipping XDR Shigella check."
echo "Not Shigella based on gambit_predicted_taxon or user input" | tee RESFINDER_PREDICTED_XDR_SHIGELLA.txt
# if organism input string DOES contain the word "Shigella", check for resistance predictions to 6 drugs in XDR definition
elif [[ "~{organism}" == *"Shigella"* ]]; then
# nested if: if grep finds the all drugs, set output to XDR shigella, but if not, set it to "Not XDR Shigella"
if grep -qi "ceftriaxone" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt && \
grep -qi "azithromycin" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt && \
grep -qi "ciprofloxacin" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt && \
grep -qi "trimethoprim" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt && \
grep -qi "sulfamethoxazole" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt && \
grep -qi "ampicillin" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt; then
echo "XDR Shigella based on predicted resistance to ceftriaxone, azithromycin, ciprofloxacin, trimethoprim, sulfamethoxazole, and ampicillin. Please verify by reviewing ~{samplename}_pheno_table.tsv and ~{samplename}_ResFinder_results_tab.tsv"
echo "XDR Shigella" > RESFINDER_PREDICTED_XDR_SHIGELLA.txt
# ~{organism} does contain the word "Shigella", but one of the greps failed, meaning not all drug resistances' were predicted
else
echo "Not XDR Shigella" | tee RESFINDER_PREDICTED_XDR_SHIGELLA.txt
fi
fi

# set output strings for Resistance or no Resistance predicted for each of 6 drugs
# if grep finds the drug in the RESFINDER_PREDICTED_PHENO_RESISTANCE.txt file, then set the output string to "Resistance"
# if grep does not find the drug in the RESFINDER_PREDICTED_PHENO_RESISTANCE.txt file, then set the output string to "No resistance predicted"
# ampicillin
if grep -qi "ampicillin" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt; then
echo "Resistance" > RESFINDER_PREDICTED_RESISTANCE_AMP.txt
else
echo "No resistance predicted" > RESFINDER_PREDICTED_RESISTANCE_AMP.txt
fi
# azithromycin
if grep -qi "azithromycin" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt; then
echo "Resistance" > RESFINDER_PREDICTED_RESISTANCE_AZM.txt
else
echo "No resistance predicted" > RESFINDER_PREDICTED_RESISTANCE_AZM.txt
fi
# ceftriaxone
if grep -qi "ceftriaxone" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt; then
echo "Resistance" > RESFINDER_PREDICTED_RESISTANCE_AXO.txt
else
echo "No resistance predicted" > RESFINDER_PREDICTED_RESISTANCE_AXO.txt
fi
# ciprofloxacin
if grep -qi "ciprofloxacin" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt; then
echo "Resistance" > RESFINDER_PREDICTED_RESISTANCE_CIP.txt
else
echo "No resistance predicted" > RESFINDER_PREDICTED_RESISTANCE_CIP.txt
fi
# sulfamethoxazole
if grep -qi "sulfamethoxazole" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt; then
echo "Resistance" > RESFINDER_PREDICTED_RESISTANCE_SMX.txt
else
echo "No resistance predicted" > RESFINDER_PREDICTED_RESISTANCE_SMX.txt
fi
# trimethoprim
if grep -qi "trimethoprim" RESFINDER_PREDICTED_PHENO_RESISTANCE.txt; then
echo "Resistance" > RESFINDER_PREDICTED_RESISTANCE_TMP.txt
else
echo "No resistance predicted" > RESFINDER_PREDICTED_RESISTANCE_TMP.txt
fi

>>>
output {
File resfinder_pheno_table = "~{samplename}_pheno_table.txt"
File? resfinder_pheno_table_species = "~{samplename}_pheno_table_species.txt"
File resfinder_pheno_table = "~{samplename}_pheno_table.tsv"
File? resfinder_pheno_table_species = "~{samplename}_pheno_table_species.tsv"
File resfinder_hit_in_genome_seq = "~{samplename}_ResFinder_Hit_in_genome_seq.fsa"
File resfinder_resistance_gene_seq = "~{samplename}_ResFinder_Resistance_gene_seq.fsa"
File resfinder_results_tab = "~{samplename}_ResFinder_results_tab.txt"
File? pointfinder_pheno_table = "~{samplename}_PointFinder_prediction.txt"
File? pointfinder_results = "~{samplename}_PointFinder_results.txt"
File resfinder_results_tab = "~{samplename}_ResFinder_results_tab.tsv"
File? pointfinder_pheno_table = "~{samplename}_PointFinder_prediction.tsv"
File? pointfinder_results = "~{samplename}_PointFinder_results.tsv"
String resfinder_predicted_pheno_resistance = read_string("RESFINDER_PREDICTED_PHENO_RESISTANCE.txt")
String resfinder_predicted_xdr_shigella = read_string("RESFINDER_PREDICTED_XDR_SHIGELLA.txt")
String resfinder_predicted_resistance_Amp = read_string("RESFINDER_PREDICTED_RESISTANCE_AMP.txt")
String resfinder_predicted_resistance_Azm = read_string("RESFINDER_PREDICTED_RESISTANCE_AZM.txt")
String resfinder_predicted_resistance_Axo = read_string("RESFINDER_PREDICTED_RESISTANCE_AXO.txt")
String resfinder_predicted_resistance_Cip = read_string("RESFINDER_PREDICTED_RESISTANCE_CIP.txt")
String resfinder_predicted_resistance_Smx = read_string("RESFINDER_PREDICTED_RESISTANCE_SMX.txt")
String resfinder_predicted_resistance_Tmp = read_string("RESFINDER_PREDICTED_RESISTANCE_TMP.txt")
String resfinder_docker = "~{docker}"
String resfinder_version = read_string("RESFINDER_VERSION")
String resfinder_db_version = read_string("RESFINDER_DB_VERSION")
}
runtime {
memory: "8 GB"
cpu: 4
memory: "~{memory} GB"
cpu: cpu
docker: docker
disks: "local-disk " + disk_size + " SSD"
disk: disk_size + " GB"
maxRetries: 3 }
maxRetries: 3
}
}
16 changes: 16 additions & 0 deletions tasks/utilities/task_broad_terra_tools.wdl
Original file line number Diff line number Diff line change
Expand Up @@ -117,6 +117,14 @@ task export_taxon_tables {
File? resfinder_results
File? resfinder_pointfinder_pheno_table
File? resfinder_pointfinder_results
String? resfinder_predicted_pheno_resistance
String? resfinder_predicted_xdr_shigella
String? resfinder_predicted_resistance_Amp
String? resfinder_predicted_resistance_Azm
String? resfinder_predicted_resistance_Axo
String? resfinder_predicted_resistance_Cip
String? resfinder_predicted_resistance_Smx
String? resfinder_predicted_resistance_Tmp
String? resfinder_db_version
String? resfinder_docker
File? ts_mlst_results
Expand Down Expand Up @@ -609,6 +617,14 @@ task export_taxon_tables {
"resfinder_results": "~{resfinder_results}",
"resfinder_pointfinder_pheno_table": "~{resfinder_pointfinder_pheno_table}",
"resfinder_pointfinder_results": "~{resfinder_pointfinder_results}",
"resfinder_predicted_pheno_resistance": "~{resfinder_predicted_pheno_resistance}",
"resfinder_predicted_xdr_shigella": "~{resfinder_predicted_xdr_shigella}",
"resfinder_predicted_resistance_Amp": "~{resfinder_predicted_resistance_Amp}",
"resfinder_predicted_resistance_Azm": "~{resfinder_predicted_resistance_Azm}",
"resfinder_predicted_resistance_Axo": "~{resfinder_predicted_resistance_Axo}",
"resfinder_predicted_resistance_Cip": "~{resfinder_predicted_resistance_Cip}",
"resfinder_predicted_resistance_Smx": "~{resfinder_predicted_resistance_Smx}",
"resfinder_predicted_resistance_Tmp": "~{resfinder_predicted_resistance_Tmp}",
"resfinder_db_version": "~{resfinder_db_version}",
"resfinder_docker": "~{resfinder_docker}",
"prokka_gff": "~{prokka_gff}",
Expand Down
6 changes: 3 additions & 3 deletions tests/workflows/theiaprok/test_wf_theiaprok_illumina_pe.yml
Original file line number Diff line number Diff line change
Expand Up @@ -560,7 +560,7 @@
- path: miniwdl_run/wdl/tasks/gene_typing/task_prokka.wdl
md5sum: 8e8423b99d5cd3e92bb89b3c3211d432
- path: miniwdl_run/wdl/tasks/gene_typing/task_resfinder.wdl
md5sum: 18d0dd6560f88ed2541ad342e12412e8
md5sum: 27528633723303b462d095b642649453
- path: miniwdl_run/wdl/tasks/gene_typing/task_snippy_variants.wdl
md5sum: bc048390626650b6a939fd740c1aaf13
- path: miniwdl_run/wdl/tasks/quality_control/task_bbduk.wdl
Expand Down Expand Up @@ -632,9 +632,9 @@
- path: miniwdl_run/wdl/tasks/taxon_id/task_midas.wdl
md5sum: faacd87946ee3fbdf70f3a15b79ce547
- path: miniwdl_run/wdl/tasks/utilities/task_broad_terra_tools.wdl
md5sum: 26ac9a20c8043a28d373bfe0ca361cc6
md5sum: 5dc54b8446b6a430fc7375ae364908f0
- path: miniwdl_run/wdl/workflows/theiaprok/wf_theiaprok_illumina_pe.wdl
md5sum: ac4971ad992c3e8abee5d3817928a8f2
md5sum: 3acf4dcddbb44d547b69f597761cc048
- path: miniwdl_run/wdl/workflows/utilities/wf_merlin_magic.wdl
md5sum: 00bd2489b2a7aa5b88340a940961a857
- path: miniwdl_run/wdl/workflows/utilities/wf_read_QC_trim_pe.wdl
Expand Down
6 changes: 3 additions & 3 deletions tests/workflows/theiaprok/test_wf_theiaprok_illumina_se.yml
Original file line number Diff line number Diff line change
Expand Up @@ -528,7 +528,7 @@
- path: miniwdl_run/wdl/tasks/gene_typing/task_prokka.wdl
md5sum: 8e8423b99d5cd3e92bb89b3c3211d432
- path: miniwdl_run/wdl/tasks/gene_typing/task_resfinder.wdl
md5sum: 18d0dd6560f88ed2541ad342e12412e8
md5sum: 27528633723303b462d095b642649453
- path: miniwdl_run/wdl/tasks/gene_typing/task_snippy_variants.wdl
md5sum: bc048390626650b6a939fd740c1aaf13
- path: miniwdl_run/wdl/tasks/quality_control/task_bbduk.wdl
Expand Down Expand Up @@ -598,9 +598,9 @@
- path: miniwdl_run/wdl/tasks/taxon_id/task_midas.wdl
md5sum: faacd87946ee3fbdf70f3a15b79ce547
- path: miniwdl_run/wdl/tasks/utilities/task_broad_terra_tools.wdl
md5sum: 26ac9a20c8043a28d373bfe0ca361cc6
md5sum: 5dc54b8446b6a430fc7375ae364908f0
- path: miniwdl_run/wdl/workflows/theiaprok/wf_theiaprok_illumina_se.wdl
md5sum: 7303247badeb82119ccef528f7367f89
md5sum: 3e19938fc8a624c7948b57867865561a
- path: miniwdl_run/wdl/workflows/utilities/wf_merlin_magic.wdl
md5sum: 00bd2489b2a7aa5b88340a940961a857
- path: miniwdl_run/wdl/workflows/utilities/wf_read_QC_trim_se.wdl
Expand Down
16 changes: 16 additions & 0 deletions workflows/theiaprok/wf_theiaprok_fasta.wdl
Original file line number Diff line number Diff line change
Expand Up @@ -200,6 +200,14 @@ workflow theiaprok_fasta {
resfinder_results = resfinder_task.resfinder_results_tab,
resfinder_pointfinder_pheno_table = resfinder_task.pointfinder_pheno_table,
resfinder_pointfinder_results = resfinder_task.pointfinder_results,
resfinder_predicted_pheno_resistance = resfinder_task.resfinder_predicted_pheno_resistance,
resfinder_predicted_xdr_shigella = resfinder_task.resfinder_predicted_xdr_shigella,
resfinder_predicted_resistance_Amp = resfinder_task.resfinder_predicted_resistance_Amp,
resfinder_predicted_resistance_Azm = resfinder_task.resfinder_predicted_resistance_Azm,
resfinder_predicted_resistance_Axo = resfinder_task.resfinder_predicted_resistance_Axo,
resfinder_predicted_resistance_Cip = resfinder_task.resfinder_predicted_resistance_Cip,
resfinder_predicted_resistance_Smx = resfinder_task.resfinder_predicted_resistance_Smx,
resfinder_predicted_resistance_Tmp = resfinder_task.resfinder_predicted_resistance_Tmp,
resfinder_db_version = resfinder_task.resfinder_db_version,
resfinder_docker = resfinder_task.resfinder_docker,
ts_mlst_results = ts_mlst.ts_mlst_results,
Expand Down Expand Up @@ -456,6 +464,14 @@ workflow theiaprok_fasta {
File? resfinder_results = resfinder_task.resfinder_results_tab
File? resfinder_pointfinder_pheno_table = resfinder_task.pointfinder_pheno_table
File? resfinder_pointfinder_results = resfinder_task.pointfinder_results
String? resfinder_predicted_pheno_resistance = resfinder_task.resfinder_predicted_pheno_resistance
String? resfinder_predicted_xdr_shigella = resfinder_task.resfinder_predicted_xdr_shigella
String? resfinder_predicted_resistance_Amp = resfinder_task.resfinder_predicted_resistance_Amp
String? resfinder_predicted_resistance_Azm = resfinder_task.resfinder_predicted_resistance_Azm
String? resfinder_predicted_resistance_Axo = resfinder_task.resfinder_predicted_resistance_Axo
String? resfinder_predicted_resistance_Cip = resfinder_task.resfinder_predicted_resistance_Cip
String? resfinder_predicted_resistance_Smx = resfinder_task.resfinder_predicted_resistance_Smx
String? resfinder_predicted_resistance_Tmp = resfinder_task.resfinder_predicted_resistance_Tmp
String? resfinder_db_version = resfinder_task.resfinder_db_version
String? resfinder_docker = resfinder_task.resfinder_docker
# MLST Typing
Expand Down
16 changes: 16 additions & 0 deletions workflows/theiaprok/wf_theiaprok_illumina_pe.wdl
Original file line number Diff line number Diff line change
Expand Up @@ -325,6 +325,14 @@ workflow theiaprok_illumina_pe {
resfinder_results = resfinder_task.resfinder_results_tab,
resfinder_pointfinder_pheno_table = resfinder_task.pointfinder_pheno_table,
resfinder_pointfinder_results = resfinder_task.pointfinder_results,
resfinder_predicted_pheno_resistance = resfinder_task.resfinder_predicted_pheno_resistance,
resfinder_predicted_xdr_shigella = resfinder_task.resfinder_predicted_xdr_shigella,
resfinder_predicted_resistance_Amp = resfinder_task.resfinder_predicted_resistance_Amp,
resfinder_predicted_resistance_Azm = resfinder_task.resfinder_predicted_resistance_Azm,
resfinder_predicted_resistance_Axo = resfinder_task.resfinder_predicted_resistance_Axo,
resfinder_predicted_resistance_Cip = resfinder_task.resfinder_predicted_resistance_Cip,
resfinder_predicted_resistance_Smx = resfinder_task.resfinder_predicted_resistance_Smx,
resfinder_predicted_resistance_Tmp = resfinder_task.resfinder_predicted_resistance_Tmp,
resfinder_db_version = resfinder_task.resfinder_db_version,
resfinder_docker = resfinder_task.resfinder_docker,
ts_mlst_results = ts_mlst.ts_mlst_results,
Expand Down Expand Up @@ -650,6 +658,14 @@ workflow theiaprok_illumina_pe {
File? resfinder_results = resfinder_task.resfinder_results_tab
File? resfinder_pointfinder_pheno_table = resfinder_task.pointfinder_pheno_table
File? resfinder_pointfinder_results = resfinder_task.pointfinder_results
String? resfinder_predicted_pheno_resistance = resfinder_task.resfinder_predicted_pheno_resistance
String? resfinder_predicted_xdr_shigella = resfinder_task.resfinder_predicted_xdr_shigella
String? resfinder_predicted_resistance_Amp = resfinder_task.resfinder_predicted_resistance_Amp
String? resfinder_predicted_resistance_Azm = resfinder_task.resfinder_predicted_resistance_Azm
String? resfinder_predicted_resistance_Axo = resfinder_task.resfinder_predicted_resistance_Axo
String? resfinder_predicted_resistance_Cip = resfinder_task.resfinder_predicted_resistance_Cip
String? resfinder_predicted_resistance_Smx = resfinder_task.resfinder_predicted_resistance_Smx
String? resfinder_predicted_resistance_Tmp = resfinder_task.resfinder_predicted_resistance_Tmp
String? resfinder_db_version = resfinder_task.resfinder_db_version
String? resfinder_docker = resfinder_task.resfinder_docker
# MLST Typing
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