From d423831d0d2b5baa8f992e424878d8e5ba0b87b3 Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Tue, 13 Sep 2022 12:02:49 +0200 Subject: [PATCH 01/10] Grantham adjustments. --- resources/train_impute_values.json | 1 + scripts/convert_vep_vcf_to_tsv_capice.sh | 2 +- 2 files changed, 2 insertions(+), 1 deletion(-) diff --git a/resources/train_impute_values.json b/resources/train_impute_values.json index 5ac2a992..ec727d45 100644 --- a/resources/train_impute_values.json +++ b/resources/train_impute_values.json @@ -49,6 +49,7 @@ "is_NMD_transcript_variant": 0, "is_feature_elongation": 0, "is_feature_truncation": 0, + "Grantham": 0, "SpliceAI_pred_DP_AG": 0, "SpliceAI_pred_DP_AL": 0, "SpliceAI_pred_DP_DG": 0, diff --git a/scripts/convert_vep_vcf_to_tsv_capice.sh b/scripts/convert_vep_vcf_to_tsv_capice.sh index 7b11f133..a121e9ce 100755 --- a/scripts/convert_vep_vcf_to_tsv_capice.sh +++ b/scripts/convert_vep_vcf_to_tsv_capice.sh @@ -4,7 +4,7 @@ set -e # Possibly variable variables -PRE_HEADER="%CHROM\t%POS\t%REF\t%ALT\t%Consequence\t%SYMBOL\t%SYMBOL_SOURCE\t%Gene\t%Feature\t%Feature_type\t%cDNA_position\t%CDS_position\t%Protein_position\t%Amino_acids\t%STRAND\t%SIFT\t%PolyPhen\t%EXON\t%INTRON\t%SpliceAI_pred_DP_AG\t%SpliceAI_pred_DP_AL\t%SpliceAI_pred_DP_DG\t%SpliceAI_pred_DP_DL\t%SpliceAI_pred_DS_AG\t%SpliceAI_pred_DS_AL\t%SpliceAI_pred_DS_DG\t%SpliceAI_pred_DS_DL" +PRE_HEADER="%CHROM\t%POS\t%REF\t%ALT\t%Consequence\t%SYMBOL\t%SYMBOL_SOURCE\t%Gene\t%Feature\t%Feature_type\t%cDNA_position\t%CDS_position\t%Protein_position\t%Amino_acids\t%STRAND\t%SIFT\t%PolyPhen\t%EXON\t%INTRON\t%Grantham\t%SpliceAI_pred_DP_AG\t%SpliceAI_pred_DP_AL\t%SpliceAI_pred_DP_DG\t%SpliceAI_pred_DP_DL\t%SpliceAI_pred_DS_AG\t%SpliceAI_pred_DS_AL\t%SpliceAI_pred_DS_DG\t%SpliceAI_pred_DS_DL" # Defines error echo. errcho() { echo "$@" 1>&2; } From a59eb93e12564c6b08b42afaba52241fb18b8c1f Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Tue, 13 Sep 2022 12:03:04 +0200 Subject: [PATCH 02/10] Updated README. --- README.md | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index bfbc680e..211d8a8a 100644 --- a/README.md +++ b/README.md @@ -66,11 +66,15 @@ In order to score your variants through CAPICE, you have to annotate your varian command: ```commandline -vep --input_file --format vcf --output_file --vcf --compress_output gzip --force_overwrite ---sift s --polyphen s --numbers --symbol --shift_3prime 1 --allele_number --refseq --total_length ---no_stats --offline --cache --dir_cache --species "homo_sapiens" --assembly --fork 4 ---dont_skip --allow_non_variant --use_given_ref --exclude_predicted --flag_pick_allele ---plugin SpliceAI,snv=,indel= --dir_plugins +vep --input_file --format vcf --output_file \ +--vcf --compress_output gzip --sift s --polyphen s --numbers --symbol \ +--shift_3prime 1 --allele_number --refseq --total_length --no_stats --offline --cache \ +--dir_cache --species "homo_sapiens" --assembly \ +--fork --dont_skip --allow_non_variant --use_given_ref --exclude_predicted \ +--flag_pick_allele --plugin Grantham \ +--plugin SpliceAI,snv=,indel= \ +--custom ",gnomAD,vcf,exact,0,AF,HN" \ +--dir_plugins ``` Then you have to convert the VEP output to TSV using our own BCFTools script: From 78d992855b9730abe1e2b019a8d909d79be06707 Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Thu, 15 Sep 2022 15:27:16 +0200 Subject: [PATCH 03/10] README adjustments. --- README.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index e1b06a06..ecbda97c 100644 --- a/README.md +++ b/README.md @@ -13,7 +13,8 @@ CAPICE can be used as online service at http://molgenis.org/capice ## Requirements * VEP v105 * Including plugin(s): - * [SpliceAI](https://m.ensembl.org/info/docs/tools/vep/script/vep_plugins.html#spliceai) + * [Grantham](https://github.com/molgenis/vip/blob/master/resources/vep/plugins/Grantham.pm) + * [SpliceAI](https://github.com/molgenis/vip/blob/master/resources/vep/plugins/SpliceAI.pm) * BCF tools v1.14-1 * Python >=3.8 * [Stripped gnomAD allele frequency counts](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/gnomad.total.r2.1.1.sites.stripped.vcf.gz) with [indexing file](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/gnomad.total.r2.1.1.sites.stripped.vcf.gz.csi) (for GRCh38: [data](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/gnomad.genomes.v3.1.2.sites.stripped.vcf.gz) + [indexing file](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/gnomad.genomes.v3.1.2.sites.stripped.vcf.gz.csi)) From a3ae28f6911c3fc56f56a0f9e9f883cb0de4a3fe Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Mon, 19 Sep 2022 10:51:19 +0200 Subject: [PATCH 04/10] Updated files. --- resources/predict_input.tsv.gz | Bin 466 -> 530 bytes resources/train_input.tsv.gz | Bin 125762 -> 108046 bytes 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zs#*9MI3};IbkLpluwVs;I+7z^uy`N(*shmqcJ}ygTY#EG0M~2>Bg~DAUYsvZ7(vOd z!r(vkn-$~4`5v5gU^>71tb zIA!50?|uCI*~jmHG)F3A);xzQy#L{QA9tw2ljkld?xU~#E6?A5{o?2`HQc9?RDoieBoQ) zQsOT^fAz7$KL=6H+4zg!`qqE=&;7vn&3~W%+n@g2r(gR$U;DkE{Fbjg|M>N`_tT&L z$-n+5{_#KZi{JQtpZw6=eewGFtM@uT^wU4{n?Cs+bL(ZjfA-;vufKTx>7V({-~7ra zzwP-izxUzC&t5(M_?sWTe)j3NKK5q=_lX+-Z$U>^cO$<{XhMa|I6?F;IIF}iy!*wpZwL=f94PT zg>U`#pZ>|e_T}dv|6|Yodl!G{Z~eXxKKflQ{+qw~xBkz+_#1Ccb@BK7?f>jg{*8av zqrdWB{mcLUpZxb+{Lg>w#lQ2Hez!-z^>2Rizy8QecmC=x|DB)s)i1d7+yB7-_P_rR z|CWp2{a^g{Pd@nDUA+3iPyWY$R+|6m_x$RA`X9aT;y?edf5Q)c^sl@4%isDp|KNY} zGcNwbfA_2Z^k0$vul>>IfBCQew|~*aZ~hy9=Li4Gzvbfh{U5*OXMgNJe*W>tpZvBL zU;oB8Uq64Q|KEK6F;e{gPk!r{Kl<=jzWlZ4FMsO2*Pnj!1K)i4ufF`~FT6yC>;Av= z-iM$5^p45*ecvZP@cx&6_KSw{?$&R4_58!P@BYBg|IDBM1z}^Ke)1dt?3WbWPu1S# z`+;w~`snqS-zw_MZ{7X=kG}ZD`=)*W%Qt`j=AZh~&%fEEzgLsqy7~RDp8wLPpZtcO zZ9G4G{pr{K{3rkLi`e3;-~8~s*B`z5l`gRW;=FqC-b>8$eV_azPbPTpD>4kvecvZv zcsj+`oo@R}FLeJT`<;?~{l&*0KYwZJ-Bs}Sx&H#kzFF-*=a)9~h!{JpNrCfBY*iKYIBqU;pTvAK%wi#$Wi;&&=2lUcCJ3vyaW4`^Ue#jGF!a zbH%^>=+*tRvcCV(W_$kUzxn*7M0dTYy(jD2H2k3+zW(SN&%XNJi(TkUp&EJoo zzq%*=^xp)6W zT-3|ES^4wB?_c~G)P4TJvoC%5*%yC0{`{S9-~Z>IzW=3nr2o>B>3{wm<-7lm^iP-n o^UtRIZ+`MaKlQ~g|IAPQsb^;&{q&RHM0)$fKm6%8zw(FwFQDYpA^-pY From 54b2bfc974a3bf39614ca006908216e6fa7d0757 Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Tue, 27 Sep 2022 14:29:23 +0200 Subject: [PATCH 05/10] Added minor disclaimers to README. --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index ecbda97c..181cbcce 100644 --- a/README.md +++ b/README.md @@ -19,6 +19,8 @@ CAPICE can be used as online service at http://molgenis.org/capice * Python >=3.8 * [Stripped gnomAD allele frequency counts](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/gnomad.total.r2.1.1.sites.stripped.vcf.gz) with [indexing file](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/gnomad.total.r2.1.1.sites.stripped.vcf.gz.csi) (for GRCh38: [data](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/gnomad.genomes.v3.1.2.sites.stripped.vcf.gz) + [indexing file](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/gnomad.genomes.v3.1.2.sites.stripped.vcf.gz.csi)) +Note: Certain plugins might not be needed if training/predicting without using all possible features offered by CAPICE. + ## Install The CAPICE software is also provided in this repository for running CAPICE in your own environment. The following sections will guide you through the steps needed for the variant annotation and the execution of making predictions @@ -79,6 +81,8 @@ vep --input_file --format vcf --output_file ``` +Note: Certain arguments might not be needed if training/predicting without using all possible features offered by CAPICE. + Then you have to convert the VEP output to TSV using our own BCFTools script: `/scripts/convert_vep_vcf_to_tsv_capice.sh -i -o ` From 4b57672fb7202e0e2912095c15615edd18effdc0 Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Mon, 3 Oct 2022 11:19:16 +0200 Subject: [PATCH 06/10] Removed file that slipt through the merge. --- resources/train_impute_values.json | 0 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 resources/train_impute_values.json diff --git a/resources/train_impute_values.json b/resources/train_impute_values.json deleted file mode 100644 index e69de29b..00000000 From b4af6c14d4c480d74d6e6392a1b1f335daf48390 Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Mon, 3 Oct 2022 11:37:49 +0200 Subject: [PATCH 07/10] Updated CAPICE to use additional features + updated VEP. --- README.md | 31 ++++++++++++++++++++++++------- resources/train_features.json | 4 +++- 2 files changed, 27 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 520ca561..873d465a 100644 --- a/README.md +++ b/README.md @@ -11,13 +11,28 @@ below. CAPICE can be used as online service at http://molgenis.org/capice ## Requirements -* VEP v105 +* VEP v107 * Including plugin(s): - * [Grantham](https://github.com/molgenis/vip/blob/master/resources/vep/plugins/Grantham.pm) - * [SpliceAI](https://github.com/molgenis/vip/blob/master/resources/vep/plugins/SpliceAI.pm) + * [Grantham](https://github.com/molgenis/vip/blob/master/resources/vep/plugins/Grantham.pm) + * [SpliceAI](https://github.com/molgenis/vip/blob/master/resources/vep/plugins/SpliceAI.pm) + * Including data (GRCh37) [available here](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/): + * `gnomad.total.r2.1.1.sites.stripped.vcf.gz` + * `gnomad.total.r2.1.1.sites.stripped.vcf.gz.csi` + * `hg19.100way.phyloP100way.bw` + * `spliceai_scores.masked.indel.hg19.vcf.gz` + * `spliceai_scores.masked.indel.hg19.vcf.gz.tbi` + * `spliceai_scores.masked.snv.hg19.vcf.gz` + * `spliceai_scores.masked.snv.hg19.vcf.gz.tbi` + * Including data (GRCh38) [available here](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/): + * `gnomad.genomes.v3.1.2.sites.stripped.vcf.gz` + * `gnomad.genomes.v3.1.2.sites.stripped.vcf.gz.csi` + * `hg38.phyloP100way.bw` + * `spliceai_scores.masked.indel.hg38.vcf.gz` + * `spliceai_scores.masked.indel.hg38.vcf.gz.tbi` + * `spliceai_scores.masked.snv.hg38.vcf.gz` + * `spliceai_scores.masked.snv.hg38.vcf.gz.tbi` * BCF tools v1.14-1 * Python >=3.8 -* [Stripped gnomAD allele frequency counts](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/gnomad.total.r2.1.1.sites.stripped.vcf.gz) with [indexing file](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/gnomad.total.r2.1.1.sites.stripped.vcf.gz.csi) (for GRCh38: [data](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/gnomad.genomes.v3.1.2.sites.stripped.vcf.gz) + [indexing file](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/gnomad.genomes.v3.1.2.sites.stripped.vcf.gz.csi)) Note: Certain plugins might not be needed if training/predicting without using all possible features offered by CAPICE. @@ -73,13 +88,15 @@ command: vep --input_file --format vcf --output_file \ --vcf --compress_output gzip --sift s --polyphen s --numbers --symbol \ --shift_3prime 1 --allele_number --refseq --total_length --no_stats --offline --cache \ ---dir_cache --species "homo_sapiens" --assembly \ +--dir_cache --species "homo_sapiens" --assembly \ --fork --dont_skip --allow_non_variant --use_given_ref --exclude_predicted \ --flag_pick_allele --plugin Grantham \ ---plugin SpliceAI,snv=,indel= \ ---custom ",gnomAD,vcf,exact,0,AF,HN" \ +--plugin SpliceAI,snv=,indel= \ +--custom ",gnomAD,vcf,exact,0,AF,HN" \ +--custom ",phyloP,bigwig,exact,0" \ --dir_plugins ``` +**IMPORTANT: Ensure the right files are used based on GRCH37 or GRCH38!!!** Note: Certain arguments might not be needed if training/predicting without using all possible features offered by CAPICE. diff --git a/resources/train_features.json b/resources/train_features.json index b48d6b5b..6fa0312a 100644 --- a/resources/train_features.json +++ b/resources/train_features.json @@ -58,5 +58,7 @@ "SpliceAI_pred_DS_DG": null, "SpliceAI_pred_DS_DL": null, "Type": null, - "Length": null + "Length": null, + "Grantham": null, + "phyloP": null } \ No newline at end of file From b4a969fe66efb3d2bea393d13eb4887b95f9fe1b Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Tue, 4 Oct 2022 10:24:45 +0200 Subject: [PATCH 08/10] Updated test/resource files. --- resources/predict_input.tsv.gz | Bin 466 -> 758 bytes resources/train_input.tsv.gz | Bin 125752 -> 150137 bytes tests/resources/breakends_vep.tsv.gz | Bin 430 -> 646 bytes tests/resources/edge_cases_vep.tsv.gz | Bin 555 -> 767 bytes tests/resources/symbolic_alleles_vep.tsv.gz | Bin 570 -> 747 bytes tests/resources/xgb_booster_poc.pickle.dat | Bin 37790 -> 259397 bytes 6 files changed, 0 insertions(+), 0 deletions(-) diff --git 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zk8Z8JIy=7dTFKYSY#r%DWX@uMeHwYyQ*Z#??>>#0{2pafU8BBObKL_Y;eV{HfdKW0 z?9-IMEx%9Oo&C>>oO-5;oXbqc)~D|QXn3EN4K0MwVqM-&f1;S8j_*C0KG;yB(!ViY z^=rpN)U>HTY+aZ>P!Vzw%SX;rOpAdiTsG!id~rHNk=e2i$*Z zvGghqL5rHXiM%8hcNPd>56NOx+%3xEEmoJ>ip4BGB#U)9OnLsP5%lTEFH}d0 z^XQ}T6EQ;%2sXr++;@5p`PO-NT|?5AD(Xa)xuWUOxN!R{6TQ!z%Xn zZH8G74m31w=m_y6qBSy%mLH679ibd_zcc&bornJ0EF2{Q1!RC4?&%N02sh@s%m#vm%o9mm%`eoJT z`X&|Uv+*eTIm+#9FNUO`+<1f$UMFYk>k^-_kL;xsPFBzTG=9@Exbu1B!QR87f#+te zTpfBfgp=lfZ9OkH22Q&Ee(v^)T0nEB?YSenF2Tufqc<&Xavh55POyg6I{+v3WScXd zpARR0+4bVgZ9Cv(;Nhw66QywC83Z^fnsh@F$ zlBAnsgJtLTR11=p+ruOJ@+_q4_RYu5vDFfBdm5^ut)79~!?b_uZH^6+bDLuWCfoK5 zZ}lwOo>l^+*XCH?yxJUlZwa+I_75{@bF5zqZI6)txwAR8rli@h4x#x(d9hKp?5ZIT zlqTCFrg!%0s(kaFj{Os3b8PU8*dC_58}m+u&9V2C1KXokfs$W)x(=N6x=I=R(p~%B z7xG-gr04M}sOk-=$02Qa) Date: Tue, 4 Oct 2022 10:25:19 +0200 Subject: [PATCH 09/10] Additional README adjustments. --- README.md | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index a317a05d..dab5ca69 100644 --- a/README.md +++ b/README.md @@ -11,11 +11,17 @@ below. CAPICE can be used as online service at http://molgenis.org/capice ## Requirements -* VEP v107 +The list below is a complete list. Depending on whether GRCh37 and/or GRCh38 is used and whether all +mentioned features are used, some items in the list below can be skipped. + +* VEP v107 + * Including VEP cache (which needs to be unarchived!): + * [homo_sapiens_refseq_vep_107_GRCh37](http://ftp.ensembl.org/pub/release-107/variation/indexed_vep_cache/homo_sapiens_refseq_vep_107_GRCh37.tar.gz) + * [homo_sapiens_refseq_vep_107_GRCh38](http://ftp.ensembl.org/pub/release-107/variation/indexed_vep_cache/homo_sapiens_refseq_vep_107_GRCh38.tar.gz) * Including plugin(s): * [Grantham](https://github.com/molgenis/vip/blob/master/resources/vep/plugins/Grantham.pm) * [SpliceAI](https://github.com/molgenis/vip/blob/master/resources/vep/plugins/SpliceAI.pm) - * Including data (GRCh37) [available here](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/): + * Including additional data (GRCh37) [available here](https://download.molgeniscloud.org/downloads/vip/resources/GRCh37/): * `gnomad.total.r2.1.1.sites.stripped.vcf.gz` * `gnomad.total.r2.1.1.sites.stripped.vcf.gz.csi` * `hg19.100way.phyloP100way.bw` @@ -23,7 +29,7 @@ CAPICE can be used as online service at http://molgenis.org/capice * `spliceai_scores.masked.indel.hg19.vcf.gz.tbi` * `spliceai_scores.masked.snv.hg19.vcf.gz` * `spliceai_scores.masked.snv.hg19.vcf.gz.tbi` - * Including data (GRCh38) [available here](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/): + * Including additional data (GRCh38) [available here](https://download.molgeniscloud.org/downloads/vip/resources/GRCh38/): * `gnomad.genomes.v3.1.2.sites.stripped.vcf.gz` * `gnomad.genomes.v3.1.2.sites.stripped.vcf.gz.csi` * `hg38.phyloP100way.bw` @@ -34,8 +40,6 @@ CAPICE can be used as online service at http://molgenis.org/capice * BCF tools v1.14-1 * Python >=3.8 -Note: Certain plugins might not be needed if training/predicting without using all possible features offered by CAPICE. - ## Install The CAPICE software is also provided in this repository for running CAPICE in your own environment. The following sections will guide you through the steps needed for the variant annotation and the execution of making predictions From a8f46b158256f1c670fdfe5634673ab4a7609fb7 Mon Sep 17 00:00:00 2001 From: Sander van den Hoek Date: Tue, 4 Oct 2022 12:33:09 +0200 Subject: [PATCH 10/10] Updated to new rc-version (including xg_boost_poc model). --- src/molgenis/capice/__init__.py | 2 +- tests/resources/xgb_booster_poc.pickle.dat | Bin 259397 -> 259431 bytes 2 files changed, 1 insertion(+), 1 deletion(-) diff --git a/src/molgenis/capice/__init__.py b/src/molgenis/capice/__init__.py index b8957a31..6a8bb1d4 100644 --- a/src/molgenis/capice/__init__.py +++ b/src/molgenis/capice/__init__.py @@ -1 +1 @@ -__version__ = '4.0.0-rc2' +__version__ = '4.0.0-rc3' diff --git a/tests/resources/xgb_booster_poc.pickle.dat b/tests/resources/xgb_booster_poc.pickle.dat index 17522bc735edb3eac738935eb9592ab35873e0a1..885c89b6160a717834245a5d57c58a275f9abe4e 100644 GIT binary patch delta 75 zcmX^5ivRg5e%1z-sq!ovS^Jokg?pINET(jJv`-0|qT$V)A@1kr=k*^5z=StL$&{q# aDa`Ftm>GeXY5Npr<~1K#ji;0*=>Y(yIUi>L delta 41 wcmaF

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