From 92b64ffc9238a00148eb18a9684405a23ca7540d Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Fri, 12 May 2023 16:54:25 +0200 Subject: [PATCH 01/12] Added Ensembl version argument to automatic reference download --- installation.sh | 57 ++++++++++++++++++++++++++----------------------- 1 file changed, 30 insertions(+), 27 deletions(-) diff --git a/installation.sh b/installation.sh index 57b2864..c76d397 100755 --- a/installation.sh +++ b/installation.sh @@ -1,38 +1,56 @@ #!/bin/bash +ENSEMBL_VER=$1 + # Create installation folder mkdir -p installation/ # Download and extract references if [ ! -f installation/Homo_sapiens.GRCh38.dna.primary_assembly.fa ]; then - wget https://ftp.ensembl.org/pub/release-100/fasta/homo_sapiens/dna/Homo_sapiens.GRCh38.dna.primary_assembly.fa.gz -P installation/ + wget https://ftp.ensembl.org/pub/release-${ENSEMBL_VER}/fasta/homo_sapiens/dna/Homo_sapiens.GRCh38.dna.primary_assembly.fa.gz -P installation/ gunzip installation/Homo_sapiens.GRCh38.dna.primary_assembly.fa.gz fi -if [ ! -f installation/Homo_sapiens.GRCh38.100.gff3 ]; then - wget https://ftp.ensembl.org/pub/release-100/gff3/homo_sapiens/Homo_sapiens.GRCh38.100.gff3.gz -P installation/ - gunzip installation/Homo_sapiens.GRCh38.100.gff3.gz +if [ ! -f installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gff3 ]; then + wget https://ftp.ensembl.org/pub/release-$ENSEMBL_VER/gff3/homo_sapiens/Homo_sapiens.GRCh38.$ENSEMBL_VER.gff3.gz -P installation/ + gunzip installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gff3.gz fi -if [ ! -f installation/Homo_sapiens.GRCh38.100.gtf ]; then - wget https://ftp.ensembl.org/pub/release-100/gtf/homo_sapiens/Homo_sapiens.GRCh38.100.gtf.gz -P installation/ - gunzip installation/Homo_sapiens.GRCh38.100.gtf.gz +if [ ! -f installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gtf ]; then + wget https://ftp.ensembl.org/pub/release-${ENSEMBL_VER}/gtf/homo_sapiens/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gtf.gz -P installation/ + gunzip installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gtf.gz fi +# Convert GFF3 to DB format +easy-fuse gff3-to-db --gff_input installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gff3 --db_output installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gff3.db + +# Convert GTF to TSL format +easy-fuse gtf-to-tsl --gtf installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gtf --tsl installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gtf.tsl + +# Generate STAR index +STAR \ + --runMode genomeGenerate \ + --runThreadN 12 \ + --genomeDir installation/star_index \ + --genomeFastaFiles installation/Homo_sapiens.GRCh38.dna.primary_assembly.fa \ + --sjdbGTFfile installation/Homo_sapiens.GRCh38.${ENSEMBL_VER}.gtf + # for starfusion if [ ! -d "installation/starfusion_index/" ]; then wget https://data.broadinstitute.org/Trinity/CTAT_RESOURCE_LIB/__genome_libs_StarFv1.10/GRCh38_gencode_v37_CTAT_lib_Mar012021.plug-n-play.tar.gz -P installation/ tar xvfz "installation/GRCh38_gencode_v37_CTAT_lib_Mar012021.plug-n-play.tar.gz" -C "installation/GRCh38_gencode_v37_CTAT_lib_Mar012021.plug-n-play" mv installation/GRCh38_gencode_v37_CTAT_lib_Mar012021.plug-n-play/ctat_genome_lib_build_dir/ installation/starfusion_index/ + rm -rf installation/GRCh38_gencode_v37_CTAT_lib_Mar012021.plug-n-play/ + rm -rf installation/GRCh38_gencode_v37_CTAT_lib_Mar012021.plug-n-play.tar.gz fi # for fusioncatcher if [ ! -d installation/fusioncatcher_index/ ]; then - wget http://sourceforge.net/projects/fusioncatcher/files/data/human_v102.tar.gz.aa -P installation/ - wget http://sourceforge.net/projects/fusioncatcher/files/data/human_v102.tar.gz.ab -P installation/ - wget http://sourceforge.net/projects/fusioncatcher/files/data/human_v102.tar.gz.ac -P installation/ - wget http://sourceforge.net/projects/fusioncatcher/files/data/human_v102.tar.gz.ad -P installation/ - wget http://sourceforge.net/projects/fusioncatcher/files/data/human_v102.md5 -P installation/ + wget --no-check-certificate https://sourceforge.net/projects/fusioncatcher/files/data/human_v102.tar.gz.aa -P installation/ + wget --no-check-certificate https://sourceforge.net/projects/fusioncatcher/files/data/human_v102.tar.gz.ab -P installation/ + wget --no-check-certificate https://sourceforge.net/projects/fusioncatcher/files/data/human_v102.tar.gz.ac -P installation/ + wget --no-check-certificate https://sourceforge.net/projects/fusioncatcher/files/data/human_v102.tar.gz.ad -P installation/ + wget --no-check-certificate https://sourceforge.net/projects/fusioncatcher/files/data/human_v102.md5 -P installation/ md5sum -c installation/human_v102.md5 if [ "$?" -ne "0" ]; then echo -e "\n\n\n\033[33;7m ERROR: The downloaded files from above have errors! MD5 checksums do not match! Please, download them again or re-run this script again! \033[0m\n" @@ -48,18 +66,3 @@ if [ ! -d installation/fusioncatcher_index/ ]; then rm -f installation/human_v102.tar.gz rm -f installation/human_v102.md5 fi - -# Convert GFF3 to DB format -easy-fuse gff3-to-db --gff_input installation/Homo_sapiens.GRCh38.100.gff3 --db_output installation/Homo_sapiens.GRCh38.100.gff3.db - -# Convert GTF to TSL format -easy-fuse gtf-to-tsl --gtf installation/Homo_sapiens.GRCh38.100.gtf --tsl installation/Homo_sapiens.GRCh38.100.gtf.tsl - -# Generate STAR index -STAR \ - --runMode genomeGenerate \ - --runThreadN 12 \ - --genomeDir installation/star_index \ - --genomeFastaFiles installation/Homo_sapiens.GRCh38.dna.primary_assembly.fa \ - --sjdbGTFfile installation/Homo_sapiens.GRCh38.100.gtf - From e7bfc62d491cc27186ff27755539a75b824ec95b Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Fri, 12 May 2023 17:27:40 +0200 Subject: [PATCH 02/12] Added model parameter to summarize data module and model file to config --- modules/06_summarize.nf | 3 ++- nextflow.config | 3 ++- 2 files changed, 4 insertions(+), 2 deletions(-) diff --git a/modules/06_summarize.nf b/modules/06_summarize.nf index 0e983bd..83b219b 100755 --- a/modules/06_summarize.nf +++ b/modules/06_summarize.nf @@ -11,7 +11,7 @@ process SUMMARIZE_DATA { tuple val(name), path(fusions), path(annot_csv), path(annot_fasta), path(cpms), path(counts), path(read_stats) output: - tuple val("${name}"), path("fusions_1.csv"), path("fusions.pass.csv"), path("fusions.pass.all.csv"), emit: predictions + tuple val("${name}"), path("fusions.csv"), path("fusions.pass.csv"), emit: predictions script: """ @@ -21,6 +21,7 @@ process SUMMARIZE_DATA { --input-requant-cpm ${cpms} \ --input-requant-counts ${counts} \ --input-reads-stats ${read_stats} \ + --input-model-pred ${params.model_pred} \ --model_predictions \ -o . \ --requant-mode best \ diff --git a/nextflow.config b/nextflow.config index 7f7969e..77e855a 100644 --- a/nextflow.config +++ b/nextflow.config @@ -41,6 +41,7 @@ params.starfusion_index = "${params.reference}/starfusion_index/" params.fusioncatcher_index = "${params.reference}/fusioncatcher_index/" params.annotation_db = "${params.reference}/Homo_sapiens.GRCh38.86.gff3.db" params.reference_tsl = "${params.reference}/Homo_sapiens.GRCh38.86.gtf.tsl" +params.model_pred = "${params.reference}/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_requant_type.rds" @@ -56,7 +57,7 @@ Input: Example input file: name1 fastq1 fastq2 name2 fastq1 fastq2 - * reference: path to the FASTA genome reference (indexes expected *.fai, *.dict) + * reference: path to the reference index bundle Optional input: * From b4d9e9e5deceff54d12b7b8d568c4c79e3fabac1 Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Fri, 12 May 2023 17:47:41 +0200 Subject: [PATCH 03/12] Fixed output files in README --- README.md | 5 ++--- 1 file changed, 2 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 8d6ec7b..10585b0 100644 --- a/README.md +++ b/README.md @@ -43,7 +43,7 @@ Next, you have to install EasyFuse to get the command line tools. ``` # Download repo from GitHub -git clone https://github.com/TRON-Bioinformatics/EasyFuse.git +git clone -b dev https://github.com/TRON-Bioinformatics/EasyFuse.git cd EasyFuse @@ -91,9 +91,8 @@ nextflow main.nf \ EasyFuse creates three output files per sample in the according folder: - - `fusions_1.csv` + - `fusions.csv` - `fusions.pass.csv` - - `fusions.pass.all.csv` Within the files, each line describes a candidate fusion transcript. The name of each sample folder is inferred by first column of the input table. The file `fusions_1.csv` contains only annotated features, while the files `.pass.csv` and `.pass.all.csv` contain additionally the prediction probability assigned by the EasyFuse model as well as the assigned prediction class (*positive* or *negative*). The file `.pass.all.csv` contains information on all considered fusion transcripts, while the file `.pass.csv` contains only those with a *positive* assigned prediction class. From e732b035bee4340bcf343d7b99722f04e5ffbc72 Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Fri, 12 May 2023 17:51:51 +0200 Subject: [PATCH 04/12] Test submodule easyfuse package for easy installation --- .gitignore | 1 + .gitmodules | 3 +++ easyfuse_pkg | 1 + 3 files changed, 5 insertions(+) create mode 100644 .gitmodules create mode 160000 easyfuse_pkg diff --git a/.gitignore b/.gitignore index 41ea9de..5c12be2 100644 --- a/.gitignore +++ b/.gitignore @@ -6,3 +6,4 @@ test/data/test_input.txt trace.txt* report.html* test/output +conda_env \ No newline at end of file diff --git a/.gitmodules b/.gitmodules new file mode 100644 index 0000000..fc4dd61 --- /dev/null +++ b/.gitmodules @@ -0,0 +1,3 @@ +[submodule "easyfuse_pkg"] + path = easyfuse_pkg + url = https://github.com/TRON-Bioinformatics/EasyFuse.git diff --git a/easyfuse_pkg b/easyfuse_pkg new file mode 160000 index 0000000..33f4504 --- /dev/null +++ b/easyfuse_pkg @@ -0,0 +1 @@ +Subproject commit 33f4504b45d69fcd05fdf0c3ef0395eb191fef37 From ddd582a2ad442c359ec9db3646914f88829b2775 Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Fri, 12 May 2023 17:55:10 +0200 Subject: [PATCH 05/12] Added dev branch for submodule --- .gitmodules | 1 + 1 file changed, 1 insertion(+) diff --git a/.gitmodules b/.gitmodules index fc4dd61..a59dd6b 100644 --- a/.gitmodules +++ b/.gitmodules @@ -1,3 +1,4 @@ [submodule "easyfuse_pkg"] path = easyfuse_pkg url = https://github.com/TRON-Bioinformatics/EasyFuse.git + branch = dev From 9f2311156e2c14d526bffefdaa0fb9560874f402 Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Fri, 12 May 2023 18:07:14 +0200 Subject: [PATCH 06/12] Updated submodules default branch --- .gitmodules | 2 ++ easyfuse_pkg | 2 +- 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/.gitmodules b/.gitmodules index a59dd6b..2a00aac 100644 --- a/.gitmodules +++ b/.gitmodules @@ -2,3 +2,5 @@ path = easyfuse_pkg url = https://github.com/TRON-Bioinformatics/EasyFuse.git branch = dev +[submodule "easyfuse_pkg/"] + branch = dev diff --git a/easyfuse_pkg b/easyfuse_pkg index 33f4504..6e37df6 160000 --- a/easyfuse_pkg +++ b/easyfuse_pkg @@ -1 +1 @@ -Subproject commit 33f4504b45d69fcd05fdf0c3ef0395eb191fef37 +Subproject commit 6e37df6b6ffab3a5027d36583851ea58020ef862 From 363d1e8c6deea297b5ea3cb0cf932840c0422f30 Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Fri, 12 May 2023 18:19:30 +0200 Subject: [PATCH 07/12] Updated README for submodule installation and added relative path to prediction model in config --- README.md | 14 +++++++++----- nextflow.config | 2 +- 2 files changed, 10 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 10585b0..e40866d 100644 --- a/README.md +++ b/README.md @@ -37,15 +37,19 @@ bash installation.sh ``` -### Download and install EasyFuse Python package +### Download nextflow pipeline and install EasyFuse package -Next, you have to install EasyFuse to get the command line tools. +Next, you have to download the nextflow pipeline including the EasyFuse package source dir. ``` -# Download repo from GitHub -git clone -b dev https://github.com/TRON-Bioinformatics/EasyFuse.git +git clone https://gitlab.rlp.net/tron/easyfuse-pipeline.git -cd EasyFuse +cd easyfuse-pipeline + +# Update submodule to default branch +git submodule update --init --recursive + +cd easyfuse_pkg # Create virtual environment using Python3.7 (only works on Python3.7) python3.7 -m venv env/ diff --git a/nextflow.config b/nextflow.config index 77e855a..7f4ccbe 100644 --- a/nextflow.config +++ b/nextflow.config @@ -41,7 +41,7 @@ params.starfusion_index = "${params.reference}/starfusion_index/" params.fusioncatcher_index = "${params.reference}/fusioncatcher_index/" params.annotation_db = "${params.reference}/Homo_sapiens.GRCh38.86.gff3.db" params.reference_tsl = "${params.reference}/Homo_sapiens.GRCh38.86.gtf.tsl" -params.model_pred = "${params.reference}/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_requant_type.rds" +params.model_pred = "easyfuse_pkg/easy_fuse/resources/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_requant_type.rds" From b3add0a28bf7cdac48c7899345ae53dc77301eb5 Mon Sep 17 00:00:00 2001 From: Jonas Ibn-Salem Date: Sun, 14 May 2023 15:05:52 +0200 Subject: [PATCH 08/12] Update output file description in README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 10585b0..16ce935 100644 --- a/README.md +++ b/README.md @@ -89,12 +89,12 @@ nextflow main.nf \ ### Output format -EasyFuse creates three output files per sample in the according folder: +EasyFuse creates an output folder for each input sample containing the following files: - `fusions.csv` - `fusions.pass.csv` -Within the files, each line describes a candidate fusion transcript. The name of each sample folder is inferred by first column of the input table. The file `fusions_1.csv` contains only annotated features, while the files `.pass.csv` and `.pass.all.csv` contain additionally the prediction probability assigned by the EasyFuse model as well as the assigned prediction class (*positive* or *negative*). The file `.pass.all.csv` contains information on all considered fusion transcripts, while the file `.pass.csv` contains only those with a *positive* assigned prediction class. +Within the files, each line describes a candidate fusion transcript. The file `fusions.csv` contains all candidate fusions with annotated features, the prediction probability assigned by the EasyFuse model, and the corresponding prediction class (*positive* or *negative*). The file `fusions.pass.csv` contains only *positive* predicted gene fusions. #### Example Output From 792f928fd2dff58672a085e3d606b45b48de1c2c Mon Sep 17 00:00:00 2001 From: Patrick Sorn Date: Fri, 26 May 2023 13:42:33 +0200 Subject: [PATCH 09/12] Fixed test scripts;Fixed relative path to prediction model in config file --- nextflow.config | 2 +- test/scripts/test_01.sh | 4 ++-- test/scripts/test_02.sh | 6 ++---- 3 files changed, 5 insertions(+), 7 deletions(-) diff --git a/nextflow.config b/nextflow.config index 7f4ccbe..9f576c2 100644 --- a/nextflow.config +++ b/nextflow.config @@ -41,7 +41,7 @@ params.starfusion_index = "${params.reference}/starfusion_index/" params.fusioncatcher_index = "${params.reference}/fusioncatcher_index/" params.annotation_db = "${params.reference}/Homo_sapiens.GRCh38.86.gff3.db" params.reference_tsl = "${params.reference}/Homo_sapiens.GRCh38.86.gtf.tsl" -params.model_pred = "easyfuse_pkg/easy_fuse/resources/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_requant_type.rds" +params.model_pred = "$PWD/easyfuse_pkg/easy_fuse/resources/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_requant_type.rds" diff --git a/test/scripts/test_01.sh b/test/scripts/test_01.sh index 0af9225..4f15834 100644 --- a/test/scripts/test_01.sh +++ b/test/scripts/test_01.sh @@ -12,6 +12,6 @@ nextflow main.nf \ -resume -test -s test/output/test1/sample_name/fusions_1.csv || { echo "Missing file!"; exit 1; } +#test -s test/output/test1/sample_name/fusions_1.csv || { echo "Missing file!"; exit 1; } +test -s test/output/test1/sample_name/fusions.csv || { echo "Missing file!"; exit 1; } test -s test/output/test1/sample_name/fusions.pass.csv || { echo "Missing file!"; exit 1; } -test -s test/output/test1/sample_name/fusions.pass.all.csv || { echo "Missing file!"; exit 1; } diff --git a/test/scripts/test_02.sh b/test/scripts/test_02.sh index f6b3cc9..08b5187 100755 --- a/test/scripts/test_02.sh +++ b/test/scripts/test_02.sh @@ -13,9 +13,7 @@ nextflow main.nf \ -resume -test -s test/output/test2/sample_1/fusions_1.csv || { echo "Missing file!"; exit 1; } +test -s test/output/test2/sample_1/fusions.csv || { echo "Missing file!"; exit 1; } test -s test/output/test2/sample_1/fusions.pass.csv || { echo "Missing file!"; exit 1; } -test -s test/output/test2/sample_1/fusions.pass.all.csv || { echo "Missing file!"; exit 1; } -test -s test/output/test2/sample_2/fusions_1.csv || { echo "Missing file!"; exit 1; } +test -s test/output/test2/sample_2/fusions.csv || { echo "Missing file!"; exit 1; } test -s test/output/test2/sample_2/fusions.pass.csv || { echo "Missing file!"; exit 1; } -test -s test/output/test2/sample_2/fusions.pass.all.csv || { echo "Missing file!"; exit 1; } From e1aeb448a03be2346a8ddb94748e1a4bd35fef98 Mon Sep 17 00:00:00 2001 From: Jonas Ibn-Salem Date: Fri, 2 Jun 2023 12:11:59 +0200 Subject: [PATCH 10/12] add latest model files from easyfuse repository --- ....random_forest.model_full_data.EF_full.rds | Bin 0 -> 1915516 bytes ...dom_forest.model_full_data.EF_full_rep.rds | Bin 0 -> 2251607 bytes ...ndom_forest.model_full_data.EF_requant.rds | Bin 0 -> 359633 bytes ...forest.model_full_data.EF_requant_type.rds | Bin 0 -> 1773782 bytes 4 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 data/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_full.rds create mode 100644 data/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_full_rep.rds create mode 100644 data/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_requant.rds create mode 100644 data/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_requant_type.rds diff --git a/data/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_full.rds b/data/model/Fusion_modeling_FFPE_train_v35.random_forest.model_full_data.EF_full.rds new file 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