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implement rtgtools for somatic small bench #160

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Mar 4, 2025
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5 changes: 4 additions & 1 deletion bin/merge_reports.py
Original file line number Diff line number Diff line change
Expand Up @@ -260,13 +260,16 @@ def main(args=None):
summ_table2.reset_index(drop=True, inplace=True)
summ_table2.to_csv(args.output + ".regions.csv", index=False)

elif args.bench == "rtgtools":
summ_table = get_rtgtools_resuls(args.inputs)

elif args.bench == "truvari":
summ_table = get_truvari_resuls(args.inputs)

elif args.bench == "svbenchmark":
summ_table = get_svbenchmark_resuls(args.inputs)
else:
raise ValueError('Only truvari/svbenchmark/sompy results can be merged for somatic analysis!!')
raise ValueError('Only truvari/svbenchmark/sompy/rtgtools results can be merged for somatic analysis!!')

summ_table.reset_index(drop=True, inplace=True)
summ_table.to_csv(args.output + ".summary.csv", index=False)
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12 changes: 11 additions & 1 deletion conf/modules.config
Original file line number Diff line number Diff line change
Expand Up @@ -276,7 +276,17 @@ process {

withName: "RTGTOOLS_VCFEVAL" {
ext.prefix = {"${meta.id}.${params.truth_id}.${meta.caller}"}
//ext.args = {"--ref-overlap --all-record --output-mode ga4gh"}
ext.args = {"--all-record"}
publishDir = [
path: {"${params.outdir}/${params.variant_type}/${meta.id}/benchmarks/rtgtools"},
pattern: "*{.vcf.gz,vcf.gz.tbi,tsv.gz,txt}",
mode: params.publish_dir_mode
]
}
// squash-ploidy is necessary to be able to match het-hom changes
withName: "RTGTOOLS_VCFEVAL_SOMATIC" {
ext.prefix = {"${meta.id}.${params.truth_id}.${meta.caller}"}
ext.args = {"--all-record --squash-ploidy"}
publishDir = [
path: {"${params.outdir}/${params.variant_type}/${meta.id}/benchmarks/rtgtools"},
pattern: "*{.vcf.gz,vcf.gz.tbi,tsv.gz,txt}",
Expand Down
4 changes: 2 additions & 2 deletions conf/tests/somatic_indel.config
Original file line number Diff line number Diff line change
Expand Up @@ -28,11 +28,11 @@ params {
genome = 'GRCh38'
analysis = 'somatic'
truth_id = "SEQC2"
method = 'sompy'
method = 'rtgtools'
preprocess = "filter_contigs"
variant_type = "indel"

truth_vcf = "${params.test_data_base}/testdata/hg38/truth/somatic/sINDEL_truth_set_v1.0.chr21.vcf.gz"
regions_bed = "${params.test_data_base}/testdata/hg38/truth/somatic/high-confidence_sINDEL_in_HC_regions_v1.2.chr21.vcf.gz"
regions_bed = ""
rename_chr = "${projectDir}/assets/rename_contigs/grch37_grch38.txt"
}
101 changes: 101 additions & 0 deletions subworkflows/local/small_somatic_benchmark/main.nf
Original file line number Diff line number Diff line change
Expand Up @@ -3,17 +3,25 @@
//

include { HAPPY_SOMPY } from '../../../modules/nf-core/happy/sompy/main'
include { RTGTOOLS_FORMAT } from '../../../modules/nf-core/rtgtools/format/main'
include { RTGTOOLS_VCFEVAL as RTGTOOLS_VCFEVAL_SOMATIC } from '../../../modules/nf-core/rtgtools/vcfeval/main'
include { BCFTOOLS_REHEADER as BCFTOOLS_REHEADER_1 } from '../../../modules/nf-core/bcftools/reheader'
include { BCFTOOLS_REHEADER as BCFTOOLS_REHEADER_2 } from '../../../modules/nf-core/bcftools/reheader'
include { BCFTOOLS_REHEADER as BCFTOOLS_REHEADER_3 } from '../../../modules/nf-core/bcftools/reheader'
include { BCFTOOLS_REHEADER as BCFTOOLS_REHEADER_4 } from '../../../modules/nf-core/bcftools/reheader'

workflow SMALL_SOMATIC_BENCHMARK {
take:
input_ch // channel: [val(meta), test_vcf, test_index, truth_vcf, truth_index, bed]
fasta // reference channel [val(meta), ref.fa]
fai // reference channel [val(meta), ref.fa.fai]
sdf // reference channel [val(meta), sdf]

main:

versions = Channel.empty()
summary_reports = Channel.empty()
tagged_variants = Channel.empty()

if (params.method.contains('sompy')){
// apply sompy for small somatic variant benchmarking
Expand All @@ -35,7 +43,100 @@ workflow SMALL_SOMATIC_BENCHMARK {
.set{ report }
summary_reports = summary_reports.mix(report)
}

if (params.method.contains('rtgtools')){

if (!params.sdf){

// Use rtgtools format to generate sdf file if necessary
RTGTOOLS_FORMAT(
fasta.map { meta, file -> [ meta, file, [], [] ] }
)
versions = versions.mix(RTGTOOLS_FORMAT.out.versions)
sdf = RTGTOOLS_FORMAT.out.sdf

}

// apply rtgtools eval method
RTGTOOLS_VCFEVAL_SOMATIC(
input_ch.map { meta, vcf, tbi, truth_vcf, truth_tbi, bed ->
[ meta, vcf, tbi, truth_vcf, truth_tbi, bed, [] ]
},
sdf
)
versions = versions.mix(RTGTOOLS_VCFEVAL_SOMATIC.out.versions.first())

// collect summary reports
RTGTOOLS_VCFEVAL_SOMATIC.out.summary
.map { _meta, file -> tuple([vartype: params.variant_type] + [benchmark_tool: "rtgtools"], file) }
.groupTuple()
.set{ report }

summary_reports = summary_reports.mix(report)

// reheader benchmarking results properly and tag meta
BCFTOOLS_REHEADER_1(
RTGTOOLS_VCFEVAL_SOMATIC.out.fn_vcf.map{ meta, vcf ->
[ meta, vcf, [], [] ]
},
fai
)
versions = versions.mix(BCFTOOLS_REHEADER_1.out.versions.first())

BCFTOOLS_REHEADER_1.out.vcf
.join(BCFTOOLS_REHEADER_1.out.index)
.map { _meta, file, index -> tuple([vartype: params.variant_type] + [tag: "FN"] + [id: "rtgtools"], file, index) }
.set { vcf_fn }

BCFTOOLS_REHEADER_2(
RTGTOOLS_VCFEVAL_SOMATIC.out.fp_vcf.map{ meta, vcf ->
[ meta, vcf, [], [] ]
},
fai
)
versions = versions.mix(BCFTOOLS_REHEADER_2.out.versions)

BCFTOOLS_REHEADER_2.out.vcf
.join(BCFTOOLS_REHEADER_2.out.index)
.map { _meta, file, index -> tuple([vartype: params.variant_type] + [tag: "FP"] + [id: "rtgtools"], file, index) }
.set { vcf_fp }

BCFTOOLS_REHEADER_3(
RTGTOOLS_VCFEVAL_SOMATIC.out.baseline_vcf.map{ meta, vcf ->
[ meta, vcf, [], [] ]
},
fai
)
versions = versions.mix(BCFTOOLS_REHEADER_3.out.versions)

BCFTOOLS_REHEADER_3.out.vcf
.join(BCFTOOLS_REHEADER_3.out.index)
.map { _meta, file, index -> tuple([vartype: params.variant_type] + [tag: "TP_base"] + [id: "rtgtools"], file, index) }
.set { vcf_tp_base }

BCFTOOLS_REHEADER_4(
RTGTOOLS_VCFEVAL_SOMATIC.out.tp_vcf.map{ meta, vcf ->
[ meta, vcf, [], [] ]
},
fai
)
versions = versions.mix(BCFTOOLS_REHEADER_4.out.versions)

BCFTOOLS_REHEADER_4.out.vcf
.join(BCFTOOLS_REHEADER_4.out.index)
.map { _meta, file, index -> tuple([vartype: params.variant_type] + [tag: "TP_comp"] + [id: "rtgtools"], file, index) }
.set { vcf_tp_comp }

tagged_variants = tagged_variants.mix(
vcf_fn,
vcf_fp,
vcf_tp_base,
vcf_tp_comp
)
}

emit:
summary_reports // channel: [val(meta), reports]
tagged_variants // channel: [val(meta), vcfs]
versions // channel: [versions.yml]
}
4 changes: 2 additions & 2 deletions tests/germline_small.nf.test.snap
Original file line number Diff line number Diff line change
Expand Up @@ -449,7 +449,7 @@
"test1.HG002.strelka.roc.all.csv.gz:md5,cbf4db06f9cbdd0b3b3a29ee4bfc362b",
"test1.HG002.strelka.summary.csv:md5,8a5fff1b336e93cee21b3a81f49ab290",
"test1.HG002.strelka.phasing.txt:md5,8ed2c215bc14dc461a10e923d0127347",
"test1.HG002.strelka.summary.txt:md5,537e7469d43f94647018e173928f088e",
"test1.HG002.strelka.summary.txt:md5,98aa938559029495ee3ac7e99b4e6a67",
"test1.strelka.bcftools_stats.txt:md5,32586b4f0851fb4f386534a29fe8658f",
"test2.HG002.bcftools.extended.csv:md5,9ecb6d4bd55bc7e1ac18bd6cddaa15d9",
"test2.HG002.bcftools.roc.Locations.INDEL.PASS.csv.gz:md5,8200b1ab6ab8d4665967ce24b28df103",
Expand All @@ -467,6 +467,6 @@
"nf-test": "0.9.2",
"nextflow": "24.10.4"
},
"timestamp": "2025-01-29T16:47:42.84439134"
"timestamp": "2025-03-04T09:28:13.60011649"
}
}
2 changes: 1 addition & 1 deletion tests/somatic_indel.nf.test
Original file line number Diff line number Diff line change
Expand Up @@ -7,7 +7,7 @@ nextflow_pipeline {
tag "indel"
config "../conf/tests/somatic_indel.config"

test("Params: --analysis 'somatic' --variant_type 'indel' --method 'sompy'") {
test("Params: --analysis 'somatic' --variant_type 'indel' --method 'rtgtools'") {

when {
params {
Expand Down
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