From 7e311162dda9030cd0cdff791044e7eb6276be84 Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Thu, 29 May 2014 18:18:05 +0200 Subject: [PATCH 01/32] mod run-example.sh --- run-example.sh | 2 -- 1 file changed, 2 deletions(-) diff --git a/run-example.sh b/run-example.sh index 044726d..0c41bb3 100644 --- a/run-example.sh +++ b/run-example.sh @@ -8,8 +8,6 @@ part=$1 # input data data="./test/data/" results="./test/results/" -#data="/Users/af7/Projects/cloneHD/Test/data/" -#results="/Users/af7/Projects/cloneHD/Test/results/" filterHD="./build/filterHD" cloneHD="./build/cloneHD" From ee22ecf1afc12494aa6dc7f7114ee6cbba4c7a91 Mon Sep 17 00:00:00 2001 From: Julian Gehring Date: Wed, 11 Jun 2014 15:53:02 -0700 Subject: [PATCH 02/32] Readme: Fix publication link --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 610dafb..8021e2b 100755 --- a/README.md +++ b/README.md @@ -114,4 +114,4 @@ prediction (red). The cloneHD and filterHD software is free under the GNU General Public License v3. If you use this software in your work, please cite the accompanying publication: -Andrej Fischer, Ignacio Vazquez-Garcia, Christopher J.R. Illingworth and Ville Mustonen. High-definition reconstruction of subclonal composition in cancer. Cell Reports (2014), http://dx.doi.org/ 10.1016/j.celrep.2014.04.055 +Andrej Fischer, Ignacio Vazquez-Garcia, Christopher J.R. Illingworth and Ville Mustonen. High-definition reconstruction of subclonal composition in cancer. Cell Reports (2014), http://dx.doi.org/10.1016/j.celrep.2014.04.055 From b3fea7ee0bab722835e8c9c6e625e64dd29b7bfe Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Fri, 20 Jun 2014 07:36:22 +0200 Subject: [PATCH 03/32] bug-001: seg-fault; edge case with a single SNV in a chromosome This case lead to a seg fault in Emission::map_idx_to_event(). First fix. --- src/clone.cpp | 15 ++++++++++++--- src/emission.cpp | 4 ++-- 2 files changed, 14 insertions(+), 5 deletions(-) diff --git a/src/clone.cpp b/src/clone.cpp index c812c72..7585ec3 100755 --- a/src/clone.cpp +++ b/src/clone.cpp @@ -143,9 +143,18 @@ void Clone::allocate( Emission * cna, Emission * baf, Emission * snv, const char Clone::set_normal_copy(chr_fn); //all chr present chrs.clear(); - if (cnaEmit->is_set) for (int s=0;snSamples;s++) chrs.insert(cnaEmit->chr[s]); - if (bafEmit->is_set) for (int s=0;snSamples;s++) chrs.insert(bafEmit->chr[s]); - if (snvEmit->is_set) for (int s=0;snSamples;s++) chrs.insert(snvEmit->chr[s]); + if (cnaEmit->is_set){ + for (int s=0;snSamples;s++) + chrs.insert(cnaEmit->chr[s]); + } + if (bafEmit->is_set){ + for (int s=0;snSamples;s++) + chrs.insert(bafEmit->chr[s]); + } + if (snvEmit->is_set){ + for (int s=0;snSamples;s++) + chrs.insert(snvEmit->chr[s]); + } if (cnaEmit->is_set){ mass = gsl_vector_alloc(nTimes); log_mass = gsl_vector_alloc(nTimes); diff --git a/src/emission.cpp b/src/emission.cpp index 0c1a4e9..2089370 100755 --- a/src/emission.cpp +++ b/src/emission.cpp @@ -136,6 +136,7 @@ void Emission::map_idx_to_Event(Emission * Emit, int sample){ locus = loci[sample][idx]; } for ( Event = 1; Event < Emit->nEvents[Sample]; Event++){ + if (idx == nSites[sample]) break; Idx = Emit->idx_of_event[Sample][Event]; Locus = Emit->loci[Sample][Idx]; while(locus < Locus){ @@ -143,8 +144,7 @@ void Emission::map_idx_to_Event(Emission * Emit, int sample){ idx++; if (idx == nSites[sample]) break; locus = loci[sample][idx]; - } - if (idx == nSites[sample]) break; + } } while( idx < nSites[sample]){//right over-hang Event_of_idx[sample][idx] = Emit->nEvents[Sample] - 1; From df73d8699ea543e622193cf5589bfe9190bf1764 Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Wed, 2 Jul 2014 23:52:05 +0200 Subject: [PATCH 04/32] added screenshots --- changelog.md | 4 ++++ docs/README-cloneHD.md | 20 ++++++++++++++++++++ images/screenshots/cloneHD-avail.png | Bin 0 -> 64929 bytes images/screenshots/cloneHD-mean.png | Bin 0 -> 63621 bytes images/screenshots/cloneHD-posterior.png | Bin 0 -> 120567 bytes images/screenshots/cloneHD-stdout-1.png | Bin 0 -> 73126 bytes images/screenshots/cloneHD-stdout-2.png | Bin 0 -> 144422 bytes images/screenshots/cloneHD-subclone.png | Bin 0 -> 57623 bytes images/screenshots/cloneHD-summary.png | Bin 0 -> 134866 bytes images/screenshots/filterHD-posterior-1.png | Bin 0 -> 70330 bytes images/screenshots/filterHD-posterior-2.png | Bin 0 -> 73626 bytes images/screenshots/filterHD-stdout.png | Bin 0 -> 110945 bytes 12 files changed, 24 insertions(+) create mode 100644 images/screenshots/cloneHD-avail.png create mode 100644 images/screenshots/cloneHD-mean.png create mode 100644 images/screenshots/cloneHD-posterior.png create mode 100644 images/screenshots/cloneHD-stdout-1.png create mode 100644 images/screenshots/cloneHD-stdout-2.png create mode 100644 images/screenshots/cloneHD-subclone.png create mode 100644 images/screenshots/cloneHD-summary.png create mode 100644 images/screenshots/filterHD-posterior-1.png create mode 100644 images/screenshots/filterHD-posterior-2.png create mode 100644 images/screenshots/filterHD-stdout.png diff --git a/changelog.md b/changelog.md index f7e36c4..625077e 100644 --- a/changelog.md +++ b/changelog.md @@ -1,5 +1,9 @@ # changelog for cloneHD/filterHD +## v1.17.9 / to come + +* bug fix for sparse data with singletons in a chr (bug-001) + ## v1.17.8 / 29.05.2014 * added checks whether files are open for writing diff --git a/docs/README-cloneHD.md b/docs/README-cloneHD.md index 78ace92..f1bac4b 100755 --- a/docs/README-cloneHD.md +++ b/docs/README-cloneHD.md @@ -242,3 +242,23 @@ The grid sizes for the pre-computed emission probabilities if fuzzy data segment * `--cna-grid [int:300]` * `--baf-grid [int:100]` * `--snv-grid [int:100]` + +# Program output + +cloneHD generates a number of output files automatically. Here, we provide annotate screenshots for the most important of them for the simulated example data set. + +## STDOUT + +![stdout1](/images/screenshots/cloneHD-stdout-1.png "cloneHD stdout 1") +![stdout2](/images/screenshots/cloneHD-stdout-2.png "cloneHD stdout 2") + +## Output files + +![summary](/images/screenshots/cloneHD-summary.png "cloneHD summary") +![posterior](/images/screenshots/cloneHD-posterior.png "cloneHD posterior") +![subclone](/images/screenshots/cloneHD-subclone.png "cloneHD subclone") +![meantcn](/images/screenshots/cloneHD-mean.png "cloneHD mean-tcn") +![avail](/images/screenshots/cloneHD-avail.png "cloneHD avail-tcn") + + + diff --git a/images/screenshots/cloneHD-avail.png b/images/screenshots/cloneHD-avail.png new file mode 100644 index 0000000000000000000000000000000000000000..1de2bee8df1936b3915c5a092f38fae537e92eca GIT binary patch literal 64929 zcmZs>V{j(0zrWpfYj-t8iC`lv1)zOz>#2~|IGv_e5(Qj!@;o@7gv!L7bj71 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zi=c}&(x&3y!3*!#v6)R}^%Sf3wV1%)m9&pw&cY`We?*^#y^?S>^OMjGT~&e*8QXSl zQ@&x6rtDXPP0-D`Xc(0%YNn)F6`C}GHrTQY@~%yiPo0Z3k4d%lNK!Af*TFk^sjUNs z)g?z3%C#~N#LjaY7%K)!SG{)L$KZoC*g>+gg>*q#v5?I+&?^ zGdC+H>b+R$*`nH=fEe7292&%-2h zAah@9_&9aMjAj`{e-h)*8BSn@8%`h(V5Gm5qWgOa)p`zl>qGMG+qdlUa&$2emKGuh z!)Horng6D&zt6Q6&!61~NcwJ-y|Gkf`}^kp4jov5A}CO9s ljOW$;d*45skP|wd;B=Orwj2&<)nK51(r*+bD#Q#v{2zP5ENcJ& literal 0 HcmV?d00001 From f1157c2a2a14ec9347c506d58ebe7b51eb87e04e Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Wed, 23 Jul 2014 23:42:23 +0200 Subject: [PATCH 08/32] mod Readme --- docs/README-filterHD.md | 12 ++++++++---- 1 file changed, 8 insertions(+), 4 deletions(-) diff --git a/docs/README-filterHD.md b/docs/README-filterHD.md index c35ba2e..e927c61 100755 --- a/docs/README-filterHD.md +++ b/docs/README-filterHD.md @@ -86,11 +86,15 @@ filterHD generates a few output files automatically. Here, we provide annotated ## Output file -The posterior mean value of the hidden emission rate and jump probabilities ![posterior1](/images/screenshots/filterHD-posterior-1.png "filterHD posterior") -The same as above, but here a bias (normal) was used, so the rate is scaled accordingly. Note: in filterHD, the bias field is not scaled to have mean 1! +The posterior mean value of the hidden emission rate and jump probabilities + ![posterior2](/images/screenshots/filterHD-posterior-2.png "filterHD posterior") -The same as above, but here the whole posterior distribution was requested with `--dist 1` -![posterior3](/images/screenshots/filterHD-posterior-3.png "filterHD posterior") \ No newline at end of file +The same as above, but here a bias (normal) was used, so the rate is scaled accordingly. Note: in filterHD, the bias field is not scaled to have mean 1! + + +![posterior3](/images/screenshots/filterHD-posterior-3.png "filterHD posterior") + +The same as above, but here the whole posterior distribution was requested with `--dist 1` \ No newline at end of file From 3b2c7c3747c3ecbddbf0b4bdfae495bb1c8a8874 Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Mon, 28 Jul 2014 22:26:03 +0200 Subject: [PATCH 09/32] mod README --- README.md | 24 ++++++++++++++++++++++++ docs/README-filterHD.md | 6 +++--- 2 files changed, 27 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 8021e2b..6e26b3c 100755 --- a/README.md +++ b/README.md @@ -69,6 +69,30 @@ prediction (red). # Tips and tricks +* The read depth input files for filterHD and cloneHD can be generated from a bam-file with samtools. Given a bed file of non-overlapping 1kb windows, e.g. + + human-genome.1kb-grid.bed : + + 1 9000 10000 + 1 10000 11000 + ... + + $ samtools bedcov human-genome.1kb-grid.bed sample.bam > read-depth.sample.txt + + read-depth.sample.txt : + + 1 9000 10000 109 + 1 10000 11000 213557 + ... + + $ awk '{print $1,$3,int($4/1000.0),1}' read-depth.sample.txt > read-depth.sample.cloneHD.txt + + read-depth.sample.cloneHD.txt : + + 1 10000 0 1 + 1 11000 213 1 + ... + * Note: all input files are assumed to be sorted by genomic coordinate. With Unix, this can be guaranteed with `sort -k1n,1 -k2n,2 file.txt > sorted-file.txt`. diff --git a/docs/README-filterHD.md b/docs/README-filterHD.md index e927c61..f6335b9 100755 --- a/docs/README-filterHD.md +++ b/docs/README-filterHD.md @@ -4,8 +4,8 @@ * `--data [file]` Input data. - The file format is the same as below for `--cna`, `--baf` or - `--snv`. Multiple amples are processed independently, one by one. + The file format is the same as in cloneHD for `--cna`, `--baf` or + `--snv` (see [here](./README-cloneHD.md)). Multiple samples are processed independently, one by one. * `--mode [1/2/3/4]` Emission modes. @@ -36,7 +36,7 @@ ## Parameter options -The HMM underlying filterHD is determined by these four global +The continuous state space HMM underlying filterHD is determined by the following global parameters. They can all be fixed, otherwise they are learned from the data. * `--jump [double]` Fix the jump probability per length unit (bp). From 7779405767363000fe7d0f646791129a67ce559b Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Mon, 28 Jul 2014 22:29:48 +0200 Subject: [PATCH 10/32] mod README --- README.md | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 6e26b3c..4dae3af 100755 --- a/README.md +++ b/README.md @@ -77,7 +77,7 @@ prediction (red). 1 10000 11000 ... - $ samtools bedcov human-genome.1kb-grid.bed sample.bam > read-depth.sample.txt + `$ samtools bedcov human-genome.1kb-grid.bed sample.bam > read-depth.sample.txt` read-depth.sample.txt : @@ -85,7 +85,7 @@ prediction (red). 1 10000 11000 213557 ... - $ awk '{print $1,$3,int($4/1000.0),1}' read-depth.sample.txt > read-depth.sample.cloneHD.txt + `$ awk '{print $1,$3,int($4/1000.0),1}' read-depth.sample.txt > read-depth.sample.cloneHD.txt` read-depth.sample.cloneHD.txt : @@ -93,6 +93,8 @@ prediction (red). 1 11000 213 1 ... + For 10 kb windows, you would use `$ awk '{print $1,$3,int($4/10000.0),10}` etc. For windows smaller than 1kb, the observations might not be approximately independent. + * Note: all input files are assumed to be sorted by genomic coordinate. With Unix, this can be guaranteed with `sort -k1n,1 -k2n,2 file.txt > sorted-file.txt`. From d3c3c402e1aa03f3fde5078739c050d91fa9b9c3 Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Mon, 28 Jul 2014 22:34:37 +0200 Subject: [PATCH 11/32] mod README --- README.md | 22 ++++++++++------------ 1 file changed, 10 insertions(+), 12 deletions(-) diff --git a/README.md b/README.md index 4dae3af..c56022b 100755 --- a/README.md +++ b/README.md @@ -81,32 +81,31 @@ prediction (red). read-depth.sample.txt : - 1 9000 10000 109 + 1 9000 10000 12009 1 10000 11000 213557 ... - `$ awk '{print $1,$3,int($4/1000.0),1}' read-depth.sample.txt > read-depth.sample.cloneHD.txt` + `$ awk '{print $1,$3,int(0.5+$4/1000.0),1}' read-depth.sample.txt > read-depth.sample.cloneHD.txt` read-depth.sample.cloneHD.txt : - 1 10000 0 1 - 1 11000 213 1 + 1 10000 12 1 + 1 11000 214 1 ... - For 10 kb windows, you would use `$ awk '{print $1,$3,int($4/10000.0),10}` etc. For windows smaller than 1kb, the observations might not be approximately independent. + For 10 kb windows, you would use `$ awk '{print $1,$3,int(0.5+$4/10000.0),10}` etc. For windows smaller than 1kb, the observations might not be approximately independent. -* Note: all input files are assumed to be sorted by genomic coordinate. With Unix, this - can be guaranteed with `sort -k1n,1 -k2n,2 file.txt > sorted-file.txt`. +* All input files are assumed to be sorted by chromosome and genomic coordinate. With Unix, this can be achieved with `sort -k1n,1 -k2n,2 file.txt > sorted-file.txt`. -* Pre-filtering of data can be very important. If filterHD predicts +* Pre-filtering of data is very important. If filterHD predicts many more jumps than you would expect, it might be necessary to pre-filter the data, removing variable regions, outliers or very short - segments (use programs the `pre-filter` and `filterHD`). + segments (use programs `pre-filter` and `filterHD`). * Make sure that the bias field for the tumor CNA data is meaningful. If a matched normal sample was sequenced with the same pipeline, its read depth profile, as predicted by filterHD, can be used as a - bias field for the tumor CNA data. Follow the logic of the example + bias field for the tumor CNA data. Follow the logic of the example data given here. * If the matched-normal sample was sequenced at lower coverage than the tumor sample, @@ -130,8 +129,7 @@ prediction (red). * If high copy numbers are expected only in a few chromosomes, you can increase performance by using the `--max-tcn [file]` option to specify per-chromosome upper limits. -* For exome sequencing data, the read depth bias can be enormous. The filterHD estimate - of the bias field might not be very useful, especially in segmenting the tumor data. +* For exome sequencing data, the read depth bias can be enormous. The filterHD estimate of the bias field might not be very useful, especially in segmenting the tumor data. Use rather, if available, the jumps seen in the BAF data for both CNA and BAF data (give the BAF jumps file to both `--cna-jumps` and `--baf-jumps`). From 63027faab85a0df13e432d06696919986bdc6882 Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Tue, 5 Aug 2014 22:32:46 +0200 Subject: [PATCH 12/32] mod gitignore --- .gitignore | 2 ++ 1 file changed, 2 insertions(+) diff --git a/.gitignore b/.gitignore index 3bca399..690c9b6 100644 --- a/.gitignore +++ b/.gitignore @@ -1,3 +1,5 @@ +run-bulk* +run-test* *.[oa] build/* build-*tar.gz From b94a76fce4baa87a6f7360e982eaf08f43d28ee0 Mon Sep 17 00:00:00 2001 From: Andrej Fischer Date: Tue, 5 Aug 2014 23:03:32 +0200 Subject: [PATCH 13/32] bug fixed on initial data set --- src/emission.cpp | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/src/emission.cpp b/src/emission.cpp index 2089370..2a95523 100755 --- a/src/emission.cpp +++ b/src/emission.cpp @@ -932,7 +932,13 @@ void Emission::coarse_grain_jumps( int sample, double min_jump, int range){ //get global minimum... first_it = remaining.begin(); last_it = remaining.end(); - first_it++; + if (first_it==last_it){//no jumps whatsoever! + for (int i=0; isecond; double p=0,p0=0,pmin=0,ps=0; @@ -950,7 +956,9 @@ void Emission::coarse_grain_jumps( int sample, double min_jump, int range){ while( it != remaining.end() ){ it++; p = it->second; - if ( p>10.0*pmin || it->first != last_it->first+1 || p<10.0*gmin) done=1; + if ( p>10.0*pmin || it->first != last_it->first+1 || p<10.0*gmin){ + done = 1; + } else if (incl < range){ ps *= 1.0 - p; incl++; From fc7417500c36ede338e261b43ba071ebd72fdaef Mon Sep 17 00:00:00 2001 From: Ignacio Vazquez Garcia Date: Fri, 19 Jun 2015 11:36:09 +0100 Subject: [PATCH 14/32] mod README --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c56022b..e8d9e60 100755 --- a/README.md +++ b/README.md @@ -138,4 +138,4 @@ prediction (red). The cloneHD and filterHD software is free under the GNU General Public License v3. If you use this software in your work, please cite the accompanying publication: -Andrej Fischer, Ignacio Vazquez-Garcia, Christopher J.R. Illingworth and Ville Mustonen. High-definition reconstruction of subclonal composition in cancer. Cell Reports (2014), http://dx.doi.org/10.1016/j.celrep.2014.04.055 +Andrej Fischer, Ignacio Vázquez-García, Christopher J.R. Illingworth and Ville Mustonen. High-definition reconstruction of clonal composition in cancer. Cell Reports **7 (5)**, 1740-1752 (2014). [DOI: 10.1016/j.celrep.2014.04.055](http://dx.doi.org/10.1016/j.celrep.2014.04.055). From 2e8bcce7ceb180c6483b2d9da5385df75cdf1a20 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Fri, 19 Feb 2016 01:16:52 +0000 Subject: [PATCH 15/32] Compiler for compatibility with brew formula --- src/Makefile | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/Makefile b/src/Makefile index bb0dcf4..a1d0e31 100755 --- a/src/Makefile +++ b/src/Makefile @@ -1,4 +1,4 @@ -CC = g++-mp-4.7 +CC = g++ GSL = /opt/local/lib/libgsl.a /opt/local/lib/libgslcblas.a CC_FLAGS = -Wall -O3 -static-libgcc -static-libstdc++ -fopenmp -DHAVE_INLINE LD_FLAGS = ${GSL} -fopenmp From c30f5f1cdfed7601cd08426fc5b7121e87854ffd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Mon, 7 Mar 2016 23:47:52 +0000 Subject: [PATCH 16/32] Remove hard links for GSL library --- src/Makefile | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/Makefile b/src/Makefile index a1d0e31..1b4e1d3 100755 --- a/src/Makefile +++ b/src/Makefile @@ -1,5 +1,5 @@ -CC = g++ -GSL = /opt/local/lib/libgsl.a /opt/local/lib/libgslcblas.a +CC = g++-mp-4.7 +GSL = `gsl-config --cflags --libs`#/opt/local/lib/libgsl.a /opt/local/lib/libgslcblas.a CC_FLAGS = -Wall -O3 -static-libgcc -static-libstdc++ -fopenmp -DHAVE_INLINE LD_FLAGS = ${GSL} -fopenmp prefobj = emission.o common-functions.o From f1f1e65917bc00149a3e4eefc3c04e38ccc4ef9b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Mon, 7 Mar 2016 23:47:52 +0000 Subject: [PATCH 17/32] Remove hard links for GSL library --- src/Makefile | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/Makefile b/src/Makefile index a1d0e31..4fe96ce 100755 --- a/src/Makefile +++ b/src/Makefile @@ -1,5 +1,5 @@ -CC = g++ -GSL = /opt/local/lib/libgsl.a /opt/local/lib/libgslcblas.a +CC = g++-mp-4.7 +GSL = `gsl-config --cflags --libs` CC_FLAGS = -Wall -O3 -static-libgcc -static-libstdc++ -fopenmp -DHAVE_INLINE LD_FLAGS = ${GSL} -fopenmp prefobj = emission.o common-functions.o From cac4b88951c707c34f8168b4b509210cf6931841 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Fri, 18 Mar 2016 17:25:27 +0000 Subject: [PATCH 18/32] Simulated dataset for tests with run-example.sh --- .gitignore | 1 - test/data/bias.txt | 20001 ++++++++++++++++++++++++++++++++ test/data/chr.txt | 20001 ++++++++++++++++++++++++++++++++ test/data/clones.txt | 1 + test/data/cna.txt | 20001 ++++++++++++++++++++++++++++++++ test/data/loci.txt | 20001 ++++++++++++++++++++++++++++++++ test/data/mean-tcn.txt | 20001 ++++++++++++++++++++++++++++++++ test/data/normal.cna.txt | 20001 ++++++++++++++++++++++++++++++++ test/data/snv.txt | 1209 ++ test/data/tumor.baf.txt | 10000 ++++++++++++++++ test/data/tumor.cna.jumps.txt | 33 + test/data/tumor.cna.txt | 20001 ++++++++++++++++++++++++++++++++ test/data/tumor.snv.jumps.txt | 0 test/data/tumor.snv.txt | 1209 ++ test/data/xbaf.txt | 10000 ++++++++++++++++ test/data/xcna.txt | 20001 ++++++++++++++++++++++++++++++++ test/data/xsnv.txt | 1209 ++ 17 files changed, 183669 insertions(+), 1 deletion(-) create mode 100644 test/data/bias.txt create mode 100644 test/data/chr.txt create mode 100644 test/data/clones.txt create mode 100644 test/data/cna.txt create mode 100644 test/data/loci.txt create mode 100644 test/data/mean-tcn.txt create mode 100644 test/data/normal.cna.txt create mode 100644 test/data/snv.txt create mode 100644 test/data/tumor.baf.txt create mode 100644 test/data/tumor.cna.jumps.txt create mode 100644 test/data/tumor.cna.txt create mode 100644 test/data/tumor.snv.jumps.txt create mode 100644 test/data/tumor.snv.txt create mode 100644 test/data/xbaf.txt create mode 100644 test/data/xcna.txt create mode 100644 test/data/xsnv.txt diff --git a/.gitignore b/.gitignore index b5b6aaa..7fcc2d1 100644 --- a/.gitignore +++ b/.gitignore @@ -1,7 +1,6 @@ *.[oa] build/ *~ -test/ release/ release* *.bk diff --git 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0.16352201257861634 +1 1992717 0.022012578616352203 +1 1996857 0.18553459119496857 +1 1998635 0.3270440251572327 \ No newline at end of file From ea35aa7f9c98fbd878ad8ad1199710823706bf23 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Fri, 18 Mar 2016 23:24:04 +0000 Subject: [PATCH 19/32] Test compiler version for brew installation --- src/Makefile | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/Makefile b/src/Makefile index 4fe96ce..daffbbb 100755 --- a/src/Makefile +++ b/src/Makefile @@ -1,6 +1,6 @@ -CC = g++-mp-4.7 +CC = g++ GSL = `gsl-config --cflags --libs` -CC_FLAGS = -Wall -O3 -static-libgcc -static-libstdc++ -fopenmp -DHAVE_INLINE +CC_FLAGS = -Wall -O3 -static-libgcc -static-libstdc++ -fopenmp -DHAVE_INLINE LD_FLAGS = ${GSL} -fopenmp prefobj = emission.o common-functions.o filterHDobj = emission.o common-functions.o jump-diffusion.o minimization.o @@ -17,7 +17,7 @@ cloneHD: $(cloneHDobj) cloneHD.o $(CC) $(CC_FLAGS) $^ -o ../build/cloneHD $(LD_FLAGS) %.o: %.cpp $(CC) $(CC_FLAGS) -c $< -o $@ -$(cloneobj): clone.h# $(cloneobj:.o=.cpp) +$(cloneobj): clone.h $(cloneobj:.o=.cpp) $(filterHDobj) $(cloneHDobj) $(prefobj): $(.TARGET:.o=.h) clean: rm -f ./*.o From 29b0735b89d5897a388c8146c7b54702436d8109 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Sun, 17 Apr 2016 16:54:14 +0200 Subject: [PATCH 20/32] Remove hard-coded links to GSL --- src/Makefile.debug | 6 +++--- src/Makefile.farm | 2 +- src/Makefile.farm.debug | 2 +- 3 files changed, 5 insertions(+), 5 deletions(-) diff --git a/src/Makefile.debug b/src/Makefile.debug index fad75e6..6f9ef98 100755 --- a/src/Makefile.debug +++ b/src/Makefile.debug @@ -1,5 +1,5 @@ -CC = g++-mp-4.7 -GSL = /opt/local/lib/libgsl.a /opt/local/lib/libgslcblas.a +CC = g++ +GSL = `gsl-config --cflags --libs` CC_FLAGS = -Wall -ggdb -static-libgcc -static-libstdc++ LD_FLAGS = ${GSL} prefobj = emission.o common-functions.o @@ -17,7 +17,7 @@ cloneHD: $(cloneHDobj) cloneHD.o $(CC) $(CC_FLAGS) $^ -o ../build/cloneHD $(LD_FLAGS) %.o: %.cpp $(CC) $(CC_FLAGS) -c $< -o $@ -$(cloneobj): clone.h# $(cloneobj:.o=.cpp) +$(cloneobj): clone.h $(cloneobj:.o=.cpp) $(filterHDobj) $(cloneHDobj) $(prefobj): $(.TARGET:.o=.h) clean: rm -f ./*.o diff --git a/src/Makefile.farm b/src/Makefile.farm index d823604..daffbbb 100755 --- a/src/Makefile.farm +++ b/src/Makefile.farm @@ -1,5 +1,5 @@ CC = g++ -GSL = /usr/lib/libgsl.so /usr/lib/libgslcblas.so +GSL = `gsl-config --cflags --libs` CC_FLAGS = -Wall -O3 -static-libgcc -static-libstdc++ -fopenmp -DHAVE_INLINE LD_FLAGS = ${GSL} -fopenmp prefobj = emission.o common-functions.o diff --git a/src/Makefile.farm.debug b/src/Makefile.farm.debug index 5ad5f80..6f9ef98 100644 --- a/src/Makefile.farm.debug +++ b/src/Makefile.farm.debug @@ -1,5 +1,5 @@ CC = g++ -GSL = /usr/lib/libgsl.so /usr/lib/libgslcblas.so +GSL = `gsl-config --cflags --libs` CC_FLAGS = -Wall -ggdb -static-libgcc -static-libstdc++ LD_FLAGS = ${GSL} prefobj = emission.o common-functions.o From 1b7edc1f671ea8b96c0af93237da68604a794e1d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 11:05:40 +0200 Subject: [PATCH 21/32] Travis CI for continuous integration --- .travis.yml | 16 ++++++++++++++++ 1 file changed, 16 insertions(+) create mode 100644 .travis.yml diff --git a/.travis.yml b/.travis.yml new file mode 100644 index 0000000..8209de6 --- /dev/null +++ b/.travis.yml @@ -0,0 +1,16 @@ +language: cpp + +branches: + only: + - develop + +compiler: + - clang + - gcc + +before_install: + - mkdir -p build + - cd src + +script: + - make \ No newline at end of file From d2f5845e081838af134fa04fa6ce1a8d639a59f4 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 11:17:34 +0200 Subject: [PATCH 22/32] Fix .travis.yml syntax --- .travis.yml | 22 +++++++++++++--------- 1 file changed, 13 insertions(+), 9 deletions(-) diff --git a/.travis.yml b/.travis.yml index 8209de6..248769f 100644 --- a/.travis.yml +++ b/.travis.yml @@ -1,16 +1,20 @@ +# see http://about.travis-ci.org/docs/user/languages/cpp/ for more hints language: cpp +# list any compiler you want to test against +compiler: + - clang + - gcc + +# list branches you want to run continuous integration on branches: only: - - develop + - develop -compiler: - - clang - - gcc - +# create build directory before_install: - - mkdir -p build - - cd src + - mkdir -p build + - cd src -script: - - make \ No newline at end of file +# run Makefile +script: make \ No newline at end of file From 11f53b10679c68749e31ac90d5965ac4378a1a08 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 11:42:26 +0200 Subject: [PATCH 23/32] Install GSL dependency in Travis CI --- .travis.yml | 32 ++++++++++++++++++++++---------- 1 file changed, 22 insertions(+), 10 deletions(-) diff --git a/.travis.yml b/.travis.yml index 248769f..7faf13d 100644 --- a/.travis.yml +++ b/.travis.yml @@ -1,20 +1,32 @@ -# see http://about.travis-ci.org/docs/user/languages/cpp/ for more hints +# Control file for continuous integration testing at http://travis-ci.org/ language: cpp -# list any compiler you want to test against +# Compiler selection compiler: - clang - gcc -# list branches you want to run continuous integration on -branches: - only: - - develop - -# create build directory +os: + - linux + - osx + +# Create build directory before_install: + - if [ "${TRAVIS_OS_NAME}" = "linux" ]; then + sudo apt-get install libgsl0ldbl ; + fi + - if [ "${TRAVIS_OS_NAME}" = "osx" ]; then + brew update ; + brew install gsl ; + fi + +# Run Makefile +script: - mkdir -p build - cd src + - make -# run Makefile -script: make \ No newline at end of file +# Only watch the develop branch +branches: + only: + - develop \ No newline at end of file From 9bfde77f5e3518f1ec6b864182239b635b184689 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 11:54:45 +0200 Subject: [PATCH 24/32] No support for the clang compiler in Travis CI --- .travis.yml | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/.travis.yml b/.travis.yml index 7faf13d..38e84f3 100644 --- a/.travis.yml +++ b/.travis.yml @@ -2,9 +2,7 @@ language: cpp # Compiler selection -compiler: - - clang - - gcc +compiler: gcc os: - linux From d7c51cf7ae8775c1d03981a63edffb3c8f977e73 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 12:17:33 +0200 Subject: [PATCH 25/32] Fix default gcc on OSX, which is just a front-end for LLVM --- .travis.yml | 11 ++++++++--- 1 file changed, 8 insertions(+), 3 deletions(-) diff --git a/.travis.yml b/.travis.yml index 38e84f3..a90f004 100644 --- a/.travis.yml +++ b/.travis.yml @@ -4,6 +4,7 @@ language: cpp # Compiler selection compiler: gcc +# VM selection os: - linux - osx @@ -11,11 +12,15 @@ os: # Create build directory before_install: - if [ "${TRAVIS_OS_NAME}" = "linux" ]; then - sudo apt-get install libgsl0ldbl ; + sudo apt-get install gsl-bin libgsl0-dev; fi - if [ "${TRAVIS_OS_NAME}" = "osx" ]; then - brew update ; - brew install gsl ; + # Since default gcc on osx is just a front-end for LLVM + if [[ ${CC} = gcc ]]; then + brew install gcc; CC=gcc-5; + fi + brew update; + brew install gsl; fi # Run Makefile From fe31824f23a1c24d7623a97c3616cd4572c151d7 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 12:45:37 +0200 Subject: [PATCH 26/32] Fix indentation in .travis.yml --- .travis.yml | 13 +++++-------- 1 file changed, 5 insertions(+), 8 deletions(-) diff --git a/.travis.yml b/.travis.yml index a90f004..d882c77 100644 --- a/.travis.yml +++ b/.travis.yml @@ -9,18 +9,15 @@ os: - linux - osx -# Create build directory +# Install gcc on osx (default is a front-end for LLVM) and gsl on osx and linux before_install: - if [ "${TRAVIS_OS_NAME}" = "linux" ]; then - sudo apt-get install gsl-bin libgsl0-dev; + sudo apt-get install gsl-bin libgsl0-dev; fi - if [ "${TRAVIS_OS_NAME}" = "osx" ]; then - # Since default gcc on osx is just a front-end for LLVM - if [[ ${CC} = gcc ]]; then - brew install gcc; CC=gcc-5; - fi - brew update; - brew install gsl; + brew update; + brew install gcc; CC=gcc-5; + brew install gsl; fi # Run Makefile From b106858301b037eb70c1d0ab2a2166abc669d93b Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 12:51:27 +0200 Subject: [PATCH 27/32] Add Travis CI badge --- .travis.yml | 2 +- README.md | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/.travis.yml b/.travis.yml index d882c77..77917a0 100644 --- a/.travis.yml +++ b/.travis.yml @@ -16,7 +16,7 @@ before_install: fi - if [ "${TRAVIS_OS_NAME}" = "osx" ]; then brew update; - brew install gcc; CC=gcc-5; + brew install gcc; export CC=gcc-5; export CXX=g++-5; brew install gsl; fi diff --git a/README.md b/README.md index e8d9e60..c98e3b8 100755 --- a/README.md +++ b/README.md @@ -3,6 +3,8 @@ The current stable release, as well as pre-compiled executable binaries for Mac OS X and GNU Linux (64bit), can be found [here](https://github.com/andrej-fischer/cloneHD/releases). The cloneHD software is undergoing rapid development. Watch/Star this repo to receive updates. +[![Build Status](https://travis-ci.org/ivazquez/cloneHD.svg?branch=develop)](https://travis-ci.org/ivazquez/cloneHD) + # Run a test with simulated data After downloading cloneHD from the release site, you can test both filterHD and cloneHD by running From f9c71c82ab49294596830e4eaddefec8fb8dfef6 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 12:54:50 +0200 Subject: [PATCH 28/32] Change to watching the master branch only --- .travis.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.travis.yml b/.travis.yml index 77917a0..d5b837e 100644 --- a/.travis.yml +++ b/.travis.yml @@ -26,7 +26,7 @@ script: - cd src - make -# Only watch the develop branch +# Only watch the master branch branches: only: - - develop \ No newline at end of file + - master \ No newline at end of file From b90f880709b1597ae8b41fe06f3360374b2034bf Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 12:55:49 +0200 Subject: [PATCH 29/32] Fix Travis CI badge for all branches --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index c98e3b8..aa7abca 100755 --- a/README.md +++ b/README.md @@ -3,7 +3,7 @@ The current stable release, as well as pre-compiled executable binaries for Mac OS X and GNU Linux (64bit), can be found [here](https://github.com/andrej-fischer/cloneHD/releases). The cloneHD software is undergoing rapid development. Watch/Star this repo to receive updates. -[![Build Status](https://travis-ci.org/ivazquez/cloneHD.svg?branch=develop)](https://travis-ci.org/ivazquez/cloneHD) +[![Build Status](https://travis-ci.org/ivazquez/cloneHD.svg)](https://travis-ci.org/ivazquez/cloneHD) # Run a test with simulated data From 044da5fc667426fbe1a661268dcf73847b39b055 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 13:10:23 +0200 Subject: [PATCH 30/32] gcc-4.8 is now preinstalled on Travis CI --- .travis.yml | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/.travis.yml b/.travis.yml index d5b837e..7233151 100644 --- a/.travis.yml +++ b/.travis.yml @@ -9,14 +9,14 @@ os: - linux - osx -# Install gcc on osx (default is a front-end for LLVM) and gsl on osx and linux +# Replace gcc on osx (default is a front-end for LLVM) and gsl on osx and linux before_install: - if [ "${TRAVIS_OS_NAME}" = "linux" ]; then sudo apt-get install gsl-bin libgsl0-dev; fi - if [ "${TRAVIS_OS_NAME}" = "osx" ]; then + export CC=gcc-4.8; export CXX=g++-4.8; brew update; - brew install gcc; export CC=gcc-5; export CXX=g++-5; brew install gsl; fi From 000d8c8490fa94d51ab03a3ccc7efdc65bd70706 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Ignacio=20Va=CC=81zquez=20Garci=CC=81a?= Date: Thu, 21 Apr 2016 13:20:50 +0200 Subject: [PATCH 31/32] Travis CI for Linux (+7 squashed commits) Squashed commits: [0b412e3] GSL missing on OSX [2aa0d29] Alias for Homebrew gcc [f974d2f] Alias for Homebrew gcc [a1e45cf] Force Homebrew to link gcc [69e0a88] Link Homebrew gcc-4.8 version on OSX [6ed989b] Check compiler during integration [0f19673] Check compiler during integration --- .travis.yml | 22 +++++++++------------- 1 file changed, 9 insertions(+), 13 deletions(-) diff --git a/.travis.yml b/.travis.yml index 7233151..96bfb6d 100644 --- a/.travis.yml +++ b/.travis.yml @@ -3,22 +3,18 @@ language: cpp # Compiler selection compiler: gcc - -# VM selection -os: - - linux - - osx # Replace gcc on osx (default is a front-end for LLVM) and gsl on osx and linux before_install: - - if [ "${TRAVIS_OS_NAME}" = "linux" ]; then - sudo apt-get install gsl-bin libgsl0-dev; - fi - - if [ "${TRAVIS_OS_NAME}" = "osx" ]; then - export CC=gcc-4.8; export CXX=g++-4.8; - brew update; - brew install gsl; - fi + - if [ "${TRAVIS_OS_NAME}" = "linux" ]; then sudo add-apt-repository ppa:ubuntu-toolchain-r/test -y; fi + - if [ "${TRAVIS_OS_NAME}" = "linux" ]; then sudo apt-get update -qq; fi + - if [ "${TRAVIS_OS_NAME}" = "linux" ]; then sudo apt-get install gsl-bin libgsl0-dev; fi + - if [ "${TRAVIS_OS_NAME}" = "osx" ]; then brew update; fi + - if [ "${TRAVIS_OS_NAME}" = "osx" ]; then which g++-4.9 || (brew unlink gcc && brew install gcc49); fi + - if [ "$TRAVIS_OS_NAME" = "osx" ]; then mkdir ./bin; fi + - if [ "$TRAVIS_OS_NAME" = "osx" ]; then ln -s `which gcc-4.9` ./bin/gcc; fi + - if [ "$TRAVIS_OS_NAME" = "osx" ]; then ln -s `which g++-4.9` ./bin/g++; fi + - if [ "$TRAVIS_OS_NAME" = "osx" ]; then brew install gsl; fi # Run Makefile script: From a0083650ee6a54b01ef80f0df44ce9c2d696850d Mon Sep 17 00:00:00 2001 From: Ville Mustonen Date: Wed, 8 Jun 2016 18:51:51 +0100 Subject: [PATCH 32/32] Implements tree-prior for cloneHD SNV-mode. --- src/clone-fwd-bwd.cpp | 581 ++++++++++++------- src/clone-prior.cpp | 119 ++++ src/clone.cpp | 11 + src/clone.h | 17 + src/cloneHD-functions.cpp | 10 + src/cloneHD-functions.h | 4 +- src/cloneHD-inference.cpp | 1101 +++++++++++++++++++++++-------------- src/cloneHD-inference.h | 15 +- src/cloneHD.cpp | 20 +- 9 files changed, 1256 insertions(+), 622 deletions(-) diff --git a/src/clone-fwd-bwd.cpp b/src/clone-fwd-bwd.cpp index 561d298..36c56b8 100644 --- a/src/clone-fwd-bwd.cpp +++ b/src/clone-fwd-bwd.cpp @@ -7,7 +7,7 @@ using namespace std; - +void apply_snv_tree_prior(gsl_vector*& Prior, gsl_vector*& snv_prior, gsl_vector*& snv_tree_prior, double fpr); double Clone::entropy(gsl_vector * x){ @@ -40,6 +40,93 @@ void Clone::combine_prior( gsl_vector*& prior, gsl_vector*& mem, int n){ } } +void apply_snv_tree_prior(gsl_vector*& Prior, gsl_vector*& snv_prior, gsl_vector*& snv_tree_prior, double fpr){ + double norm; + + + + if ( gsl_vector_max(snv_prior) <= 0.0){//log-space + for (int k=1; k < Prior->size; k++){ + if(Prior->data[k]>0.02){ + /// for (int f=0; fdata[k]); + } + } + printf("\n"); + + + gsl_vector_memcpy(Prior,snv_prior); + gsl_vector_add(Prior, snv_tree_prior); + norm = log_vector_norm(Prior); + gsl_vector_add_constant(Prior,-norm); + + + + } + else{ + Prior->data[0]=0.0; + for(int i=1; i< snv_prior->size; i++){ + Prior->data[i]=snv_prior->data[i]*snv_tree_prior->data[i]; + +// for (int f=0; fdata[i]>0.02){ +// printf("%d %4.2f ",i,snv_prior->data[i]); +// } +// printf("\n"); + + } + double norm = gsl_blas_dasum(Prior); + if (norm<0){ + + for (int k=0; k < snv_prior->size; k++){ + //if(Prior->data[k]>0.02){ +// for (int f=0; fdata[k]); + //} + } + printf("\n"); + + for (int k=0; k < snv_tree_prior->size; k++){ + //if(Prior->data[k]>0.02){ + // for (int f=0; fdata[k]); + //} + } + printf("\n"); + + + + abort(); + + } + + if(norm>0.0){ + gsl_vector_scale( Prior, (1.0-fpr) / norm); + gsl_vector_set( Prior, 0, fpr); + }else{ + gsl_vector_set( Prior, 0, 1.0); + } + } + + + +} + + + + //*** CNA FWD/BWD *************************************************** void Clone::do_cna_Fwd( int sample, double& llh, double*& llhs){ gsl_vector * entry = gsl_vector_alloc(nLevels); @@ -329,229 +416,303 @@ void Clone::do_baf_Bwd( int sample, double& ent){ //***SNV FWD-BWD*************************************************** void Clone::do_snv_Fwd(int sample, double& llh, double*& llhs){ - int snvChr = snvEmit->chr[sample]; - int cnaSample=-1, bafSample=-1; - if (cnaEmit->is_set){ - if (cnaEmit->chrs.count(snvChr) == 0) abort(); - cnaSample = cnaEmit->idx_of[snvChr]; - if (bafEmit->is_set && bafEmit->chrs.count(snvChr) == 1){ - bafSample = bafEmit->idx_of[snvChr]; - } - } - if ( nClones > 0 && cnaEmit->is_set){//need CNA post - if( gamma_cna == NULL || gamma_cna[cnaSample] == NULL) abort(); - if (bafEmit->is_set && bafSample >=0){//also need BAF post - if( gamma_baf == NULL || gamma_baf[bafSample] == NULL) abort(); - } - } - gsl_vector * Prior = gsl_vector_alloc(nLevels); - gsl_vector * prior = gsl_vector_alloc(nLevels); - gsl_vector * post = gsl_vector_alloc(nLevels); - gsl_vector * mem = gsl_vector_alloc(nLevels); - gsl_matrix * Trans = NULL; - if ( nClones>0 && snvEmit->connect ){ - Trans = gsl_matrix_alloc( nLevels, nLevels); - gsl_matrix_memcpy(Trans,TransMat_snv[sample]); - } - if ( nClones > 0 && !cnaEmit->is_set && !snvEmit->connect && snvEmit->av_cn==NULL){ - gsl_vector_memcpy( Prior, snv_prior[snvChr]); - } - gsl_vector_set_all(prior,1.0/double(nLevels)); - if (nClones>0) Clone::apply_maxtcn_mask( prior, snvChr, snvEmit->log_space); - gsl_vector_view cna_post, baf_post; - double norm = 0.0, pj=0.0; - int cna_evt=-1, last_cna_evt=-1; - int baf_evt=-1, last_baf_evt=-1, baf_idx=0; - int idx=0, nidx=0, nLoci=1, last_evt=(snvEmit->nEvents[sample]-1); - llh = 0.0; - for (int evt=0; evt <= last_evt; evt++){ - idx = snvEmit->idx_of_event[sample][evt]; - nidx = (evt < last_evt) ? snvEmit->idx_of_event[sample][evt+1] : snvEmit->nSites[sample]; - nLoci = nidx-idx; - //***PREDICT STEP*** - if (nClones > 0){ - if (snvEmit->connect && evt > 0){//connect to the left... - pj = snvEmit->pjump[sample][idx]; - Clone::predict( prior, post, snvEmit, pj, Trans); - } - //***CONSISTENCY WITH CNA AND BAF*** - if (cnaEmit->is_set){//connect to CNA+BAF - if (bafEmit->is_set && bafSample >= 0){//use CNA+BAF post - baf_evt = snvEmit->Event_of_idx[sample][idx]; - baf_idx = bafEmit->idx_of_event[bafSample][baf_evt]; - cna_evt = bafEmit->Event_of_idx[bafSample][baf_idx]; + + int snvChr = snvEmit->chr[sample]; + int cnaSample=-1, bafSample=-1; + if (cnaEmit->is_set){ + if (cnaEmit->chrs.count(snvChr) == 0) abort(); + cnaSample = cnaEmit->idx_of[snvChr]; + if (bafEmit->is_set && bafEmit->chrs.count(snvChr) == 1){ + bafSample = bafEmit->idx_of[snvChr]; + } } - else{//use CNA post only - cna_evt = snvEmit->Event_of_idx[sample][idx]; + if ( nClones > 0 && cnaEmit->is_set){//need CNA post + if( gamma_cna == NULL || gamma_cna[cnaSample] == NULL) abort(); + if (bafEmit->is_set && bafSample >=0){//also need BAF post + if( gamma_baf == NULL || gamma_baf[bafSample] == NULL) abort(); + } } - if (cna_evt != last_cna_evt || baf_evt != last_baf_evt){//new segment, new prior - cna_post = gsl_matrix_row( gamma_cna[cnaSample], cna_evt); - if (bafEmit->is_set && bafSample >= 0){ - baf_post = gsl_matrix_row( gamma_baf[bafSample], baf_evt); - get_snv_prior_from_cna_baf_post( Prior, &cna_post.vector, &baf_post.vector); - } - else{ - get_snv_prior_from_cna_post( Prior, &cna_post.vector); - } - last_cna_evt = cna_evt; - last_baf_evt = baf_evt; - } - if (snvEmit->connect){ - gsl_vector_memcpy( mem, Prior); - Clone::combine_prior( prior, mem, nLoci); + gsl_vector * Prior = gsl_vector_alloc(nLevels); + gsl_vector * prior = gsl_vector_alloc(nLevels); + gsl_vector * post = gsl_vector_alloc(nLevels); + gsl_vector * mem = gsl_vector_alloc(nLevels); + gsl_matrix * Trans = NULL; + if ( nClones>0 && snvEmit->connect ){ + Trans = gsl_matrix_alloc( nLevels, nLevels); + gsl_matrix_memcpy(Trans,TransMat_snv[sample]); } - else{ - gsl_vector_memcpy( prior, Prior); - if (nidx-idx > 1) Clone::scale_prior( prior, nLoci); + if ( nClones > 0 && !cnaEmit->is_set && !snvEmit->connect && snvEmit->av_cn==NULL){ + if(learn_cluster_w>0){ + apply_snv_tree_prior(Prior,snv_prior[snvChr],snv_tree_prior,snv_fpr); + } + else{ + gsl_vector_memcpy(Prior, snv_prior[snvChr]); + } } - } - else if ( !snvEmit->connect ){ - if (snvEmit->av_cn != NULL && (evt == 0 || snvEmit->mean_tcn[0][sample][evt-1] != snvEmit->mean_tcn[0][sample][evt])){ - Clone::get_snv_prior_from_av_cn( Prior, sample, evt); + gsl_vector_set_all(prior,1.0/double(nLevels)); + if (nClones>0) Clone::apply_maxtcn_mask( prior, snvChr, snvEmit->log_space); + gsl_vector_view cna_post, baf_post; + double norm = 0.0, pj=0.0; + int cna_evt=-1, last_cna_evt=-1; + int baf_evt=-1, last_baf_evt=-1, baf_idx=0; + int idx=0, nidx=0, nLoci=1, last_evt=(snvEmit->nEvents[sample]-1); + llh = 0.0; + for (int evt=0; evt <= last_evt; evt++){ + idx = snvEmit->idx_of_event[sample][evt]; + nidx = (evt < last_evt) ? snvEmit->idx_of_event[sample][evt+1] : snvEmit->nSites[sample]; + nLoci = nidx-idx; + //***PREDICT STEP*** + if (nClones > 0){ + if (snvEmit->connect && evt > 0){//connect to the left... + pj = snvEmit->pjump[sample][idx]; + Clone::predict( prior, post, snvEmit, pj, Trans); + } + //***CONSISTENCY WITH CNA AND BAF*** + if (cnaEmit->is_set){//connect to CNA+BAF + if (bafEmit->is_set && bafSample >= 0){//use CNA+BAF post + baf_evt = snvEmit->Event_of_idx[sample][idx]; + baf_idx = bafEmit->idx_of_event[bafSample][baf_evt]; + cna_evt = bafEmit->Event_of_idx[bafSample][baf_idx]; + } + else{//use CNA post only + cna_evt = snvEmit->Event_of_idx[sample][idx]; + } + if (cna_evt != last_cna_evt || baf_evt != last_baf_evt){//new segment, new prior + cna_post = gsl_matrix_row( gamma_cna[cnaSample], cna_evt); + if (bafEmit->is_set && bafSample >= 0){ + baf_post = gsl_matrix_row( gamma_baf[bafSample], baf_evt); + get_snv_prior_from_cna_baf_post( Prior, &cna_post.vector, &baf_post.vector); + } + else{ + get_snv_prior_from_cna_post( Prior, &cna_post.vector); + } + last_cna_evt = cna_evt; + last_baf_evt = baf_evt; + } + if (snvEmit->connect){ + gsl_vector_memcpy( mem, Prior); + Clone::combine_prior( prior, mem, nLoci); + } + else{ + if(learn_cluster_w>0){ + apply_snv_tree_prior(Prior,Prior,snv_tree_prior,snv_fpr); + } + //else{ + gsl_vector_memcpy( prior, Prior); + //} + // + if (nidx-idx > 1) Clone::scale_prior( prior, nLoci); + } + + + + } + else if ( !snvEmit->connect ){ + if (snvEmit->av_cn != NULL ){//&& (evt == 0 || snvEmit->mean_tcn[0][sample][evt+1] != snvEmit->mean_tcn[0][sample][evt])){ + + //&& (evt == 0 || snvEmit->mean_tcn[0][sample][evt-1] != snvEmit->mean_tcn[0][sample][evt])){ + Clone::get_snv_prior_from_av_cn( Prior, sample, evt); + +// int snvChr = snvEmit->chr[sample]; +// //if(snvChr==5){ +// cout << snvChr <<" Fwd "; +// for (int k=0; k < Prior->size; k++){ +// if(Prior->data[k]>0.02){ +// // for (int f=0; fdata[k]); +// } +// } +// printf("\n"); + + //} + + + + if(learn_cluster_w>0){ + //cout << "Fwd" << endl; + apply_snv_tree_prior(Prior,Prior,snv_tree_prior,snv_fpr); + } + } + gsl_vector_memcpy( prior, Prior); + } + } + else{//nClones == 0 + gsl_vector_set_all( prior, snvEmit->log_space ? 0.0 : 1.0); + } + //***UPDATE STEP*** + norm = Clone::update( prior, post, snvEmit, sample, evt, llhs); + llh += norm; + if (save_snv_alpha == 1) gsl_matrix_set_row( alpha_snv[sample], evt, post); } - gsl_vector_memcpy( prior, Prior); - } - } - else{//nClones == 0 - gsl_vector_set_all( prior, snvEmit->log_space ? 0.0 : 1.0); - } - //***UPDATE STEP*** - norm = Clone::update( prior, post, snvEmit, sample, evt, llhs); - llh += norm; - if (save_snv_alpha == 1) gsl_matrix_set_row( alpha_snv[sample], evt, post); - } - // cleanup - gsl_vector_free(mem); - gsl_vector_free(prior); - gsl_vector_free(post); - gsl_vector_free(Prior); - if (Trans != NULL) gsl_matrix_free(Trans); + // cleanup + gsl_vector_free(mem); + gsl_vector_free(prior); + gsl_vector_free(post); + gsl_vector_free(Prior); + if (Trans != NULL) gsl_matrix_free(Trans); } void Clone::do_snv_Bwd( int sample, double& ent){ - if (alpha_snv[sample] == NULL || gamma_snv[sample] == NULL) abort(); - int snvChr = snvEmit->chr[sample]; - int cnaSample = -1,bafSample = -1; - if (cnaEmit->is_set){ - if (cnaEmit->chrs.count(snvChr) == 0) abort(); - cnaSample = cnaEmit->idx_of[snvChr]; - if (bafEmit->is_set && bafEmit->chrs.count(snvChr) == 1){ - bafSample = bafEmit->idx_of[snvChr]; - } - } - if ( nClones >0 && cnaEmit->is_set){ - if( gamma_cna == NULL || gamma_cna[cnaSample] == NULL) abort(); - if (bafEmit->is_set && bafSample >= 0){ - if( gamma_baf == NULL || gamma_baf[bafSample] == NULL) abort(); - } - } - gsl_vector * Prior = gsl_vector_alloc(nLevels); - gsl_vector * prior = gsl_vector_alloc(nLevels); - gsl_vector * post = gsl_vector_alloc(nLevels); - gsl_vector * mem = gsl_vector_alloc(nLevels); - gsl_matrix * Trans = NULL; - if ( nClones>0 && snvEmit->connect){ - Trans = gsl_matrix_alloc( nLevels, nLevels); - gsl_matrix_memcpy(Trans,TransMat_snv[sample]); - } - if ( nClones > 0 && !cnaEmit->is_set && !snvEmit->connect && snvEmit->av_cn==NULL){ - gsl_vector_memcpy( Prior, snv_prior[snvChr]); - } - gsl_vector_set_all(prior,1.0/double(nLevels)); - if (nClones>0) Clone::apply_maxtcn_mask( prior, snvChr, snvEmit->log_space); - ent = 0.0; - gsl_vector_view alph; - gsl_vector_view cna_post,baf_post; - double pj = 1.0, norm=0; - double * llhs = NULL; - int cna_evt=-1, last_cna_evt=-1; - int baf_evt=-1, last_baf_evt=-1, baf_idx=0; - int idx=0, nidx=0, nLoci=1; - int last_evt = snvEmit->nEvents[sample]-1; - int last_idx = snvEmit->idx_of_event[sample][last_evt]; - for (int evt = last_evt; evt >= 0 ; evt--){ - idx = snvEmit->idx_of_event[sample][evt]; - nidx = (evt < last_evt) ? snvEmit->idx_of_event[sample][evt+1] : snvEmit->nSites[sample]; - nLoci = nidx-idx; - //***PREDICTION STEP*** - if (nClones > 0){ - if ( snvEmit->connect && evt < last_evt){//connect to the right... - pj = snvEmit->pjump[sample][last_idx]; - last_idx = idx; - Clone::predict( prior, post, snvEmit, pj, Trans); - } - if (cnaEmit->is_set){//connect to CNA... - if (bafEmit->is_set && bafSample >= 0){//use BAF post - baf_evt = snvEmit->Event_of_idx[sample][idx]; - baf_idx = bafEmit->idx_of_event[bafSample][baf_evt]; - cna_evt = bafEmit->Event_of_idx[bafSample][baf_idx]; + if (alpha_snv[sample] == NULL || gamma_snv[sample] == NULL) abort(); + int snvChr = snvEmit->chr[sample]; + int cnaSample = -1,bafSample = -1; + if (cnaEmit->is_set){ + if (cnaEmit->chrs.count(snvChr) == 0) abort(); + cnaSample = cnaEmit->idx_of[snvChr]; + if (bafEmit->is_set && bafEmit->chrs.count(snvChr) == 1){ + bafSample = bafEmit->idx_of[snvChr]; + } } - else{//use CNA post only - cna_evt = snvEmit->Event_of_idx[sample][idx]; + if ( nClones >0 && cnaEmit->is_set){ + if( gamma_cna == NULL || gamma_cna[cnaSample] == NULL) abort(); + if (bafEmit->is_set && bafSample >= 0){ + if( gamma_baf == NULL || gamma_baf[bafSample] == NULL) abort(); + } } - if (cna_evt != last_cna_evt || baf_evt != last_baf_evt){ - cna_post = gsl_matrix_row( gamma_cna[cnaSample], cna_evt); - if (bafEmit->is_set && bafSample >= 0){ - baf_post = gsl_matrix_row( gamma_baf[bafSample], baf_evt); - get_snv_prior_from_cna_baf_post( Prior, &cna_post.vector, &baf_post.vector); - } - else{ - get_snv_prior_from_cna_post( Prior, &cna_post.vector); - } - last_cna_evt = cna_evt; - last_baf_evt = baf_evt; - } - if (snvEmit->connect){ - gsl_vector_memcpy( mem, Prior); - Clone::combine_prior( prior, mem, nLoci); + gsl_vector * Prior = gsl_vector_alloc(nLevels); + gsl_vector * prior = gsl_vector_alloc(nLevels); + gsl_vector * post = gsl_vector_alloc(nLevels); + gsl_vector * mem = gsl_vector_alloc(nLevels); + gsl_matrix * Trans = NULL; + if ( nClones>0 && snvEmit->connect){ + Trans = gsl_matrix_alloc( nLevels, nLevels); + gsl_matrix_memcpy(Trans,TransMat_snv[sample]); } - else{ - gsl_vector_memcpy( prior, Prior); - if (nidx-idx > 1) Clone::scale_prior( prior, nLoci); + if ( nClones > 0 && !cnaEmit->is_set && !snvEmit->connect && snvEmit->av_cn==NULL){ + if(learn_cluster_w>0){ + apply_snv_tree_prior(Prior,snv_prior[snvChr],snv_tree_prior,snv_fpr); + } + else{ + gsl_vector_memcpy(Prior, snv_prior[snvChr]); + } } - } - else if ( !snvEmit->connect ){ - if (snvEmit->av_cn != NULL && (evt == last_evt || snvEmit->mean_tcn[0][sample][evt+1] != snvEmit->mean_tcn[0][sample][evt])){ - Clone::get_snv_prior_from_av_cn( Prior, sample, evt); + gsl_vector_set_all(prior,1.0/double(nLevels)); + if (nClones>0) Clone::apply_maxtcn_mask( prior, snvChr, snvEmit->log_space); + ent = 0.0; + gsl_vector_view alph; + gsl_vector_view cna_post,baf_post; + double pj = 1.0, norm=0; + double * llhs = NULL; + int cna_evt=-1, last_cna_evt=-1; + int baf_evt=-1, last_baf_evt=-1, baf_idx=0; + int idx=0, nidx=0, nLoci=1; + int last_evt = snvEmit->nEvents[sample]-1; + int last_idx = snvEmit->idx_of_event[sample][last_evt]; + for (int evt = last_evt; evt >= 0 ; evt--){ + idx = snvEmit->idx_of_event[sample][evt]; + nidx = (evt < last_evt) ? snvEmit->idx_of_event[sample][evt+1] : snvEmit->nSites[sample]; + nLoci = nidx-idx; + //***PREDICTION STEP*** + if (nClones > 0){ + if ( snvEmit->connect && evt < last_evt){//connect to the right... + pj = snvEmit->pjump[sample][last_idx]; + last_idx = idx; + Clone::predict( prior, post, snvEmit, pj, Trans); + } + if (cnaEmit->is_set){//connect to CNA... + if (bafEmit->is_set && bafSample >= 0){//use BAF post + baf_evt = snvEmit->Event_of_idx[sample][idx]; + baf_idx = bafEmit->idx_of_event[bafSample][baf_evt]; + cna_evt = bafEmit->Event_of_idx[bafSample][baf_idx]; + } + else{//use CNA post only + cna_evt = snvEmit->Event_of_idx[sample][idx]; + } + if (cna_evt != last_cna_evt || baf_evt != last_baf_evt){ + cna_post = gsl_matrix_row( gamma_cna[cnaSample], cna_evt); + if (bafEmit->is_set && bafSample >= 0){ + baf_post = gsl_matrix_row( gamma_baf[bafSample], baf_evt); + get_snv_prior_from_cna_baf_post( Prior, &cna_post.vector, &baf_post.vector); + } + else{ + get_snv_prior_from_cna_post( Prior, &cna_post.vector); + } + last_cna_evt = cna_evt; + last_baf_evt = baf_evt; + } + if (snvEmit->connect){ + gsl_vector_memcpy( mem, Prior); + Clone::combine_prior( prior, mem, nLoci); + } + else{ + if(learn_cluster_w>0){ + apply_snv_tree_prior(Prior,Prior,snv_tree_prior,snv_fpr); + } + //else{ + gsl_vector_memcpy( prior, Prior); + //} + if (nidx-idx > 1) Clone::scale_prior( prior, nLoci); + } + + } + else if ( !snvEmit->connect ){ + if (snvEmit->av_cn != NULL){// && (evt == last_evt || snvEmit->mean_tcn[0][sample][evt-1] != snvEmit->mean_tcn[0][sample][evt])){ + + //&& (evt == last_evt || snvEmit->mean_tcn[0][sample][evt+1] != snvEmit->mean_tcn[0][sample][evt])){ + Clone::get_snv_prior_from_av_cn( Prior, sample, evt); + +// int snvChr = snvEmit->chr[sample]; +// //if(snvChr==5){ +// cout << snvChr <<" Bwf "; +// for (int k=0; k < Prior->size; k++){ +// if(Prior->data[k]>0.02){ +// // for (int f=0; fdata[k]); +// } +// } +// printf("\n"); +// +// //} + + if(learn_cluster_w>0){ + //cout << "Bwd" << endl; + apply_snv_tree_prior(Prior,Prior,snv_tree_prior,snv_fpr); + } + } + gsl_vector_memcpy( prior, Prior); + } + } + else{// nClones == 0 + gsl_vector_set_all( prior, snvEmit->log_space ? 0.0 : 1.0); + } + //***GET POSTERIOR*** + gsl_vector_memcpy( mem, prior); + alph = gsl_matrix_row( alpha_snv[sample], evt); + if (snvEmit->log_space){ + gsl_vector_add( mem, &alph.vector); + norm = log_vector_norm(mem); + if (norm != norm) abort(); + gsl_vector_add_constant(mem,-norm); + for (int l=0; ldata[l] = exp(mem->data[l]); + } + else{ + gsl_vector_mul( mem, &alph.vector); + norm = gsl_blas_dasum(mem); + if (norm <= 0.0 || norm != norm) abort(); + gsl_vector_scale( mem, 1.0/norm); + } + gsl_matrix_set_row( gamma_snv[sample], evt, mem); + if (get_gofs){ + Clone::get_snv_gof(mem,sample,evt); + for (int t=0;tlog_space ? 0.0 : 1.0); - } - //***GET POSTERIOR*** - gsl_vector_memcpy( mem, prior); - alph = gsl_matrix_row( alpha_snv[sample], evt); - if (snvEmit->log_space){ - gsl_vector_add( mem, &alph.vector); - norm = log_vector_norm(mem); - if (norm != norm) abort(); - gsl_vector_add_constant(mem,-norm); - for (int l=0; ldata[l] = exp(mem->data[l]); - } - else{ - gsl_vector_mul( mem, &alph.vector); - norm = gsl_blas_dasum(mem); - if (norm <= 0.0 || norm != norm) abort(); - gsl_vector_scale( mem, 1.0/norm); - } - gsl_matrix_set_row( gamma_snv[sample], evt, mem); - if (get_gofs){ - Clone::get_snv_gof(mem,sample,evt); - for (int t=0;t1 && nClones<=3){ + // nested clones + for (int k=1; k < nLevels; k++){ + int countM=0; + + if(nClones==2){ + if(copynumber[k][0]==0&©number[k][1]>0){ + //prior->data[k] *=snv_pen_tree; + snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,0); + } + if(copynumber[k][0]>0&©number[k][0]==copynumber[k][1]){ + snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,1); + } + if(copynumber[k][0]>0&©number[k][1]==0){ + snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,2); + } + // if(copynumber[k][0]==0&©number[k][1]>0){ +// //prior->data[k] *=snv_pen_tree; +// snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,0); +// } +// if(copynumber[k][0]>0&©number[k][1]>0){ +// snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,1); +// } +// if(copynumber[k][0]>0&©number[k][1]==0){ +// snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,2); +// } + } + if(nClones==3){ + snv_tree_prior->data[k]=snv_pen_tree; + if(copynumber[k][0]==copynumber[k][1] && copynumber[k][0]==copynumber[k][2] &©number[k][0]>0 ){ + //prior->data[k] *=snv_pen_tree; + // p111 + snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,0); + } + if(copynumber[k][0]==0 && copynumber[k][1]>0 && copynumber[k][2]>0 ){ + //prior->data[k] *=snv_pen_tree; + // p011 + snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,1); + } + if(copynumber[k][0]>0 && copynumber[k][1]==0 && copynumber[k][2]==0){ + //prior->data[k] *=snv_pen_tree; + // p100 + snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,2); + } + if(copynumber[k][0]==0 && copynumber[k][1]==0 && copynumber[k][2]>0){ + //prior->data[k] *=snv_pen_tree; + // p001 + snv_tree_prior->data[k] =gsl_vector_get(snv_cluster_w,3); + } + + + } + } + + + + + }; + +// if (snvEmit->log_space){ +// for (int l=0; l0 ? log(val) : logzero); +// } +// } + + + +}; + +void Clone::initialize_snv_cluster_w(){ + + cout << "initialize_snv_cluster_w and snv_prior_tree" << endl; + int nPriors=pow(2.0,(double)nClones)-1; + snv_cluster_w=gsl_vector_calloc(nPriors); + gsl_vector_set_all(snv_cluster_w, 1.0/nPriors); + if(snv_pen_tree<1.0){ + gsl_vector_set(snv_cluster_w,snv_cluster_w->size-1,snv_pen_tree); + } + snv_tree_prior=gsl_vector_calloc(nLevels); + gsl_vector_set_all(snv_tree_prior,0.0); + +} +void Clone::set_snv_cluster_w(gsl_vector * snv_cluster_w_param){ + + gsl_vector_set_all(snv_cluster_w,snv_pen_tree); + if(snv_cluster_w->size==snv_cluster_w_param->size){ + gsl_vector_memcpy(snv_cluster_w,snv_cluster_w_param); + }else if(snv_cluster_w->size>snv_cluster_w_param->size){ + double z=0.0; + for(int i=0; i< snv_cluster_w_param->size; i++){ + z+=snv_cluster_w_param->data[i]; + gsl_vector_set(snv_cluster_w,i,snv_cluster_w_param->data[i]); + } + if(snv_cluster_w->size==3){ + snv_cluster_w->data[snv_cluster_w_param->size]=1.0-z; + } + if(snv_cluster_w->size==7){ + snv_cluster_w->data[snv_cluster_w_param->size]=1.0-z; + } + + }else{ + abort(); + } + + // cout << "Set Prior_w: "; + // for(int i=0; isize; i++){ + // printf("%.4f ",snv_prior_w->data[i]); + // } + // cout << endl; +} + + + + + // CNA prior (only used for chr entry or w/o correlations)... void Clone::set_cna_prior( gsl_vector * prior, int sample){ // cna_pen_norm: penalty for being different from the normal copy number diff --git a/src/clone.cpp b/src/clone.cpp index 7585ec3..28912f8 100755 --- a/src/clone.cpp +++ b/src/clone.cpp @@ -35,6 +35,13 @@ Clone::Clone(){ copynumber_post = NULL; initial_snv_prior_param= NULL; learn_priors = 0; + + snv_cluster_w = NULL; + snv_tree_prior = NULL; + snv_pen_tree=1.0; + + + cn_usage = NULL; clone_spectrum = NULL; majcn_post = NULL; @@ -120,6 +127,10 @@ Clone::~Clone(){ if (snv_prior_from_cna_map != NULL){ gsl_matrix_free(snv_prior_from_cna_map); } + if (snv_cluster_w != NULL){ + gsl_vector_free(snv_cluster_w); + } + logn.clear(); loggma.clear(); if (initial_snv_prior_param != NULL) gsl_matrix_free(initial_snv_prior_param); diff --git a/src/clone.h b/src/clone.h index d61fabd..d9bf851 100755 --- a/src/clone.h +++ b/src/clone.h @@ -111,9 +111,26 @@ class Clone{ void set_bafSymMap(); // *** in clone-prior.cpp ************************************************************************** int learn_priors; + + int learn_cluster_w; + gsl_vector * snv_cluster_w; // 2^nClones-1 + gsl_vector * snv_tree_prior; // nLevels + double snv_pen_tree; + + + void initialize_snv_cluster_w(); + void set_snv_cluster_w(gsl_vector * snv_cluster_w_param); + void set_snv_tree_prior(); + //void apply_snv_tree_prior(gsl_vector*& Prior, int snvChr); + + gsl_matrix * baf_prior_map; gsl_matrix ** snv_prior_from_cna_baf_map; gsl_matrix * snv_prior_from_cna_map; + + + + void set_margin_map(); void set_baf_prior_map(); void set_snv_prior_map(); diff --git a/src/cloneHD-functions.cpp b/src/cloneHD-functions.cpp index 07c9de6..ad60227 100755 --- a/src/cloneHD-functions.cpp +++ b/src/cloneHD-functions.cpp @@ -1136,7 +1136,17 @@ void print_all_results( Clone * myClone, cmdl_opts& opts){ fprintf( clonal_fp, "# cna-ent baf-ent snv-ent\n"); fprintf( clonal_fp, "%.4e %.4e %.4e\n", myClone->cna_total_ent, myClone->baf_total_ent, myClone->snv_total_ent); + + + if(myClone->learn_cluster_w>0){ + fprintf( clonal_fp, "# cluster_w \n"); + for(int i=0; i< myClone->snv_cluster_w->size; i++){ + fprintf( clonal_fp, "%.4f ",myClone->snv_cluster_w->data[i]); + } + fprintf( clonal_fp, "\n"); fclose(clonal_fp); + } + if (snv_utcn_fp != NULL) fclose(snv_utcn_fp); if (baf_utcn_fp != NULL) fclose(baf_utcn_fp); //SNV BULK diff --git a/src/cloneHD-functions.h b/src/cloneHD-functions.h index 8cd7a3b..d5f4267 100755 --- a/src/cloneHD-functions.h +++ b/src/cloneHD-functions.h @@ -44,14 +44,14 @@ struct cmdl_opts{ const char * baf_jumps_fn; const char * snv_jumps_fn; // - int force, trials, restarts, nmax, seed, maxtcn, print_all, learn_priors; + int force, trials, restarts, nmax, seed, maxtcn, print_all, learn_priors, learn_cluster_w; int mass_gauging; double cna_jump, baf_jump, snv_jump; double cna_shape, baf_shape, snv_shape; double cna_rnd, baf_rnd, snv_rnd; double cna_pen_zero, cna_pen_norm, cna_pen_diff; double baf_pen_comp; - double snv_pen_high, snv_pen_mult; + double snv_pen_high, snv_pen_mult, snv_pen_tree; double snv_fpr, snv_fpf; double bulk_fix, bulk_sigma, bulk_rnd; double min_occ,min_jump; diff --git a/src/cloneHD-inference.cpp b/src/cloneHD-inference.cpp index 694923c..e480997 100644 --- a/src/cloneHD-inference.cpp +++ b/src/cloneHD-inference.cpp @@ -98,10 +98,13 @@ int infer_clones( gsl_matrix * Clones, gsl_vector * Mass, Clone * myClone, cmdl_ gsl_vector ** best_mass = new gsl_vector * [opts.nmax+1]; gsl_matrix ** best_clones = new gsl_matrix * [opts.nmax+1]; gsl_matrix ** best_priors = new gsl_matrix * [opts.nmax+1]; + gsl_vector ** best_cluster_w = new gsl_vector * [opts.nmax+1]; + for (int n=0; n<=opts.nmax; n++){ best_mass[n] = NULL; best_clones[n] = NULL; best_priors[n] = NULL; + best_cluster_w[n] = NULL; } //exit(0); double bic=0, llh=0, max_llh=0, cna_llh=0, baf_llh=0, snv_llh=0, max_bic=0; @@ -176,19 +179,33 @@ int infer_clones( gsl_matrix * Clones, gsl_vector * Mass, Clone * myClone, cmdl_ gsl_matrix * clones = gsl_matrix_alloc( nT, n); gsl_vector * mass = NULL; gsl_matrix * priors = NULL; + gsl_vector * cluster_w = NULL; + if (cnaEmit->is_set){//mass only for CNA data... mass = gsl_vector_calloc(nT); best_mass[n] = gsl_vector_calloc(nT); + if(myClone->learn_cluster_w>0){ + int nWeights=pow(2.0,(double)n)-1; + cluster_w = gsl_vector_calloc(nWeights); + best_cluster_w[n] = gsl_vector_calloc(nWeights); + } + } else if (snvEmit->is_set && myClone->learn_priors){//SNV cn-priors only for SNV data... priors = gsl_matrix_calloc(myClone->maxtcn+1,myClone->maxtcn+1); best_priors[n] = gsl_matrix_calloc(myClone->maxtcn+1,myClone->maxtcn+1); - } + } + else if (snvEmit->is_set && myClone->learn_cluster_w>0){//SNV cluster_w + int nWeights=pow(2.0,(double)n)-1; + cluster_w = gsl_vector_calloc(nWeights); + best_cluster_w[n] = gsl_vector_calloc(nWeights); + } + for (int trial=0; trial max_llh){ @@ -198,12 +215,12 @@ int infer_clones( gsl_matrix * Clones, gsl_vector * Mass, Clone * myClone, cmdl_ snv_llh = sl; btrial = trial;//trial with the best solution // keep results, sorted by sizw in t==1... - std::vector idx; + std::vector idx; for (int i = 0; i < n; ++i) idx.push_back(i); - SortDesc sd; - gsl_vector_view row = gsl_matrix_row(clones,0); - sd.arg = (&row.vector)->data; - std::sort( idx.begin(), idx.end(), sd); + // SortDesc sd; + //gsl_vector_view row = gsl_matrix_row(clones,0); + //sd.arg = (&row.vector)->data; + //std::sort( idx.begin(), idx.end(), sd); for (int i = 0; i < nT; ++i){ for (int j = 0; j < n; ++j){ gsl_matrix_set(best_clones[n],i,j,gsl_matrix_get(clones,i,idx[j])); @@ -212,6 +229,7 @@ int infer_clones( gsl_matrix * Clones, gsl_vector * Mass, Clone * myClone, cmdl_ // gsl_matrix_memcpy( best_clones[n], clones); if (mass != NULL) gsl_vector_memcpy( best_mass[n], mass); if (priors != NULL) gsl_matrix_memcpy( best_priors[n], priors); + if (cluster_w != NULL) gsl_vector_memcpy( best_cluster_w[n], cluster_w); } cout< 0){ myClone->set_snv_prior( best_priors[bestn] ); } + if (best_cluster_w[bestn] != NULL && bestn > 0){ + myClone->set_snv_cluster_w( best_cluster_w[bestn] ); + myClone->set_snv_tree_prior(); + cout << "Best priors_w: "; + for(int i=0; i< myClone->snv_cluster_w->size; i++){ + printf("%.3f ",myClone->snv_cluster_w->data[i]); + } + cout << "\n"; + } + + + //cleanup for (int n=0; n<=opts.nmax; n++){ if (best_mass[n] != NULL) gsl_vector_free(best_mass[n]); if (best_clones[n] != NULL) gsl_matrix_free(best_clones[n]); if (best_priors[n] != NULL) gsl_matrix_free(best_priors[n]); + if (best_cluster_w[n] != NULL) gsl_vector_free(best_cluster_w[n]); + } delete [] best_mass; delete [] best_clones; delete [] best_priors; + delete [] best_cluster_w; fclose(clonal_fp); //done return(bestn); @@ -279,7 +313,8 @@ double get_clones( gsl_matrix *& clones, gsl_matrix *& Clones, gsl_vector *& mass, gsl_vector *& Mass, - gsl_matrix *& priors, + gsl_matrix *& priors, + gsl_vector *& cluster_w, Clone * myClone, cmdl_opts& opts, double& cna_llh, @@ -292,14 +327,14 @@ double get_clones( gsl_matrix *& clones, myClone->set( clones ); double llh=0; if (myClone->cnaEmit->is_set){//CNA + (BAF + SNV) - llh = get_clones_cna( clones, Clones, mass, Mass, myClone, opts, cna_llh, baf_llh, snv_llh); + llh = get_clones_cna( clones, Clones, mass, Mass, cluster_w, myClone, opts, cna_llh, baf_llh, snv_llh); } else if (myClone->snvEmit->is_set){//SNV-only if (myClone->snvEmit->connect){ llh = get_clones_snv_wcorr( clones, Clones, myClone, opts); } else{ - llh = get_clones_snv_ncorr( clones, Clones, priors, myClone, opts); + llh = get_clones_snv_ncorr( clones, Clones, priors, cluster_w, myClone, opts); } snv_llh = llh; } @@ -310,7 +345,8 @@ double get_clones( gsl_matrix *& clones, double get_clones_cna( gsl_matrix *& clones, gsl_matrix *& Clones, gsl_vector *& mass, - gsl_vector *& Mass, + gsl_vector *& Mass, + gsl_vector *& cluster_w, Clone * myClone, cmdl_opts& opts, double& cna_llh, @@ -326,264 +362,286 @@ double get_clones_cna( gsl_matrix *& clones, double cl=0,bl=0,sl=0,llh=0; int steps; gsl_matrix * nclones = gsl_matrix_alloc(nT,nC); - gsl_vector * mem = gsl_vector_alloc(nC); - if ( snvEmit->is_set && myClone->bulk_mean != NULL) myClone->set_bulk_to_prior(); - if (Mass==NULL && Clones == NULL){//nothing is fixed - //*** STEP 1: FIND FIRST ESTIMATES OF MASS AND CLONES *** - //random initial values - for (int t=0; tmin_purity)->data[t]); - gsl_matrix_set_row( clones, t, mem); - double p = (1.5 - double(rand()) / double(RAND_MAX)); - mass->data[t] = 0.5*double(myClone->nmean->data[t]) * p; - } - int restarts = opts.mass_gauging ? 0 : opts.restarts; - llh = cna_clones_mass( clones, mass, myClone, restarts, steps, cna_llh, baf_llh, snv_llh); - report_results( cna_llh, baf_llh, snv_llh, steps, mass, clones); - gsl_matrix * candidate_masses = gsl_matrix_calloc(nL,nT); - gsl_vector * levels = gsl_vector_calloc(nL); - gsl_vector * nmass = gsl_vector_calloc(nT); - int repeat = opts.mass_gauging; - int iter = 0; - double nllh; - while(repeat==1){ - repeat=0; - iter++; - //*** STEP 2: FIND/REFINE CANDIDATE MASSES (GIVEN FIXED CLONES/MASS) *** - get_candidate_masses( clones, mass, myClone, candidate_masses, levels, opts.min_occ); - //*** STEP 3: FOR EACH CANDIDATE MASS, FIND NEW CLONES *** - for (int i=0; idata[i]; - printf("\rGauging masses via state "); - for (int j=0; jcopynumber[level][j]); - printf(" (%6.3f %%) to: ", myClone->majcn_post->data[level] * 100.0); - for (int t=0; tset_mass( &cmass.vector ); - //find new clones, given this mass... - for (int t=0; tmin_purity->data[t]); - gsl_matrix_set_row( nclones, t, mem); - } - steps=0; - nllh = cna_clones_fixed_mass( nclones, myClone, opts.restarts, steps, cl, bl, sl); - if (nllh > llh + 1.0 ){ - llh = nllh; - cna_llh = cl; - baf_llh = bl; - snv_llh = sl; - gsl_vector_memcpy( mass, &cmass.vector); - gsl_matrix_memcpy( clones, nclones); - printf("\r"); - report_results( cl,bl,sl, steps, mass, clones); - repeat=1; - } - // - if (repeat==1){//***STEP 4: REFINE MASSES, then GOTO 2 *** - gsl_matrix_memcpy( nclones, clones); - gsl_vector_memcpy( nmass, mass); - steps=0; - nllh = cna_clones_mass( nclones, nmass, myClone, 0, steps, cl, bl, sl); - if ( nllh > llh ){ - llh = nllh; - cna_llh = cl; - baf_llh = bl; - snv_llh = sl; - gsl_vector_memcpy( mass, nmass); - gsl_matrix_memcpy( clones, nclones); - printf("\r"); - report_results( cl, bl, sl, steps, mass, clones); - } - break; - } - } - } - gsl_matrix_free(candidate_masses); - gsl_vector_free(levels); - gsl_vector_free(nmass); - //SNV bulk update, if required... - if (opts.bulk_updates>0){ - for (int it=0; itset_bulk_to_post(); - if (myClone->bulk_prior==NULL) break; - if (snvEmit->coarse_grained) myClone->get_snvEmitLog(); - gsl_matrix_memcpy( nclones, clones); - gsl_vector_memcpy( nmass, mass); - nllh = cna_clones_mass( nclones, nmass, myClone, 0, steps, cl, bl, sl); - if (nllh > llh + 1.0){ - llh = nllh; - cna_llh = cl; - baf_llh = bl; - snv_llh = sl; - gsl_vector_memcpy( mass, nmass); - gsl_matrix_memcpy( clones, nclones); - report_results( cl,bl,sl, steps, mass, clones); - } - else{ - break; + gsl_vector * mem = gsl_vector_alloc(nC); +// myClone->initialize_snv_prior_param(); +// myClone->initialize_snv_cluster_w(); +// myClone->set_snv_tree_prior(); + + + if ( snvEmit->is_set && myClone->bulk_mean != NULL) myClone->set_bulk_to_prior(); + if (Mass==NULL && Clones == NULL){//nothing is fixed + //*** STEP 1: FIND FIRST ESTIMATES OF MASS AND CLONES *** + //random initial values + for (int t=0; tmin_purity)->data[t]); + gsl_matrix_set_row( clones, t, mem); + double p = (1.5 - double(rand()) / double(RAND_MAX)); + mass->data[t] = 0.5*double(myClone->nmean->data[t]) * p; + } + int restarts = opts.mass_gauging ? 0 : opts.restarts; + + if(myClone->learn_cluster_w==0){ + llh = cna_clones_mass( clones, mass, myClone, restarts, steps, cna_llh, baf_llh, snv_llh); + }else{ + myClone->initialize_snv_prior_param(); + myClone->initialize_snv_cluster_w(); + myClone->set_snv_tree_prior(); + llh = cna_clones_mass_cluster_w( clones, mass, cluster_w, myClone, restarts, steps, cna_llh, baf_llh, snv_llh); + printf("Found these cluster_w after optimisation: \n"); + for (int i=0; i< (int) cluster_w->size; i++){ + printf("%.3f ", gsl_vector_get(cluster_w, i)); + } + cout << endl; + + + } + + report_results( cna_llh, baf_llh, snv_llh, steps, mass, clones); + gsl_matrix * candidate_masses = gsl_matrix_calloc(nL,nT); + gsl_vector * levels = gsl_vector_calloc(nL); + gsl_vector * nmass = gsl_vector_calloc(nT); + int repeat = opts.mass_gauging; + int iter = 0; + double nllh; + while(repeat==1){ + repeat=0; + iter++; + //*** STEP 2: FIND/REFINE CANDIDATE MASSES (GIVEN FIXED CLONES/MASS) *** + get_candidate_masses( clones, mass, myClone, candidate_masses, levels, opts.min_occ); + //*** STEP 3: FOR EACH CANDIDATE MASS, FIND NEW CLONES *** + for (int i=0; idata[i]; + printf("\rGauging masses via state "); + for (int j=0; jcopynumber[level][j]); + printf(" (%6.3f %%) to: ", myClone->majcn_post->data[level] * 100.0); + for (int t=0; tset_mass( &cmass.vector ); + //find new clones, given this mass... + for (int t=0; tmin_purity->data[t]); + gsl_matrix_set_row( nclones, t, mem); + } + steps=0; + nllh = cna_clones_fixed_mass( nclones, myClone, opts.restarts, steps, cl, bl, sl); + if (nllh > llh + 1.0 ){ + llh = nllh; + cna_llh = cl; + baf_llh = bl; + snv_llh = sl; + gsl_vector_memcpy( mass, &cmass.vector); + gsl_matrix_memcpy( clones, nclones); + printf("\r"); + report_results( cl,bl,sl, steps, mass, clones); + repeat=1; + } + // + if (repeat==1){//***STEP 4: REFINE MASSES, then GOTO 2 *** + gsl_matrix_memcpy( nclones, clones); + gsl_vector_memcpy( nmass, mass); + steps=0; + nllh = cna_clones_mass( nclones, nmass, myClone, 0, steps, cl, bl, sl); + if ( nllh > llh ){ + llh = nllh; + cna_llh = cl; + baf_llh = bl; + snv_llh = sl; + gsl_vector_memcpy( mass, nmass); + gsl_matrix_memcpy( clones, nclones); + printf("\r"); + report_results( cl, bl, sl, steps, mass, clones); + } + break; + } + } + } + gsl_matrix_free(candidate_masses); + gsl_vector_free(levels); + gsl_vector_free(nmass); + //SNV bulk update, if required... + if (opts.bulk_updates>0){ + for (int it=0; itset_bulk_to_post(); + if (myClone->bulk_prior==NULL) break; + if (snvEmit->coarse_grained) myClone->get_snvEmitLog(); + gsl_matrix_memcpy( nclones, clones); + gsl_vector_memcpy( nmass, mass); + nllh = cna_clones_mass( nclones, nmass, myClone, 0, steps, cl, bl, sl); + if (nllh > llh + 1.0){ + llh = nllh; + cna_llh = cl; + baf_llh = bl; + snv_llh = sl; + gsl_vector_memcpy( mass, nmass); + gsl_matrix_memcpy( clones, nclones); + report_results( cl,bl,sl, steps, mass, clones); + } + else{ + break; + } + } + } } - } - } - } - else if (Mass == NULL && Clones != NULL){// clones are fixed, mass is not - gsl_matrix_memcpy( clones, Clones); - myClone->set(Clones); - gsl_vector * nmass = gsl_vector_alloc(mass->size); - for (int run=0; rundata[t] = 0.5*double(myClone->nmean->data[t]) * p; - } - steps=0; - double cl,bl,sl; - double nllh = cna_mass_fixed_clones( nmass, myClone, 0, steps, cl,bl,sl); - if (run==0 || nllh > llh + 1.0){ - cna_llh=cl; - baf_llh=bl; - snv_llh=sl; - llh = nllh; - gsl_vector_memcpy(mass,nmass); - printf("%2i of %3i\n",run+1,opts.restarts); - report_results( cna_llh, baf_llh, snv_llh, steps, mass, clones); - } - } - gsl_vector_free(nmass); - myClone->set_mass(mass); - //SNV bulk update (just one!), if required... - if (opts.bulk_updates>0){ - snv_bulk_update(myClone); - myClone->set_bulk_to_post(); - if (snvEmit->coarse_grained) myClone->get_snvEmitLog(); - //get CNA posterior and SNV llh... - myClone->alpha_cna = new gsl_matrix * [cnaEmit->nSamples]; - myClone->gamma_cna = new gsl_matrix * [cnaEmit->nSamples]; - int s; - snv_llh=0; - double*llhs; + else if (Mass == NULL && Clones != NULL){// clones are fixed, mass is not + gsl_matrix_memcpy( clones, Clones); + myClone->set(Clones); + gsl_vector * nmass = gsl_vector_alloc(mass->size); + for (int run=0; rundata[t] = 0.5*double(myClone->nmean->data[t]) * p; + } + steps=0; + double cl,bl,sl; + double nllh = cna_mass_fixed_clones( nmass, myClone, 0, steps, cl,bl,sl); + if (run==0 || nllh > llh + 1.0){ + cna_llh=cl; + baf_llh=bl; + snv_llh=sl; + llh = nllh; + gsl_vector_memcpy(mass,nmass); + printf("%2i of %3i\n",run+1,opts.restarts); + report_results( cna_llh, baf_llh, snv_llh, steps, mass, clones); + } + } + gsl_vector_free(nmass); + myClone->set_mass(mass); + //SNV bulk update (just one!), if required... + if (opts.bulk_updates>0){ + snv_bulk_update(myClone); + myClone->set_bulk_to_post(); + if (snvEmit->coarse_grained) myClone->get_snvEmitLog(); + //get CNA posterior and SNV llh... + myClone->alpha_cna = new gsl_matrix * [cnaEmit->nSamples]; + myClone->gamma_cna = new gsl_matrix * [cnaEmit->nSamples]; + int s; + snv_llh=0; + double*llhs; #ifdef _OPENMP #pragma omp parallel for schedule( dynamic, 1) default(shared) #endif - for ( s=0; snSamples; s++){ - int cna_sample = cnaEmit->idx_of[snvEmit->chr[s]]; - myClone->alpha_cna[cna_sample]=NULL; - myClone->gamma_cna[cna_sample]=NULL; - myClone->get_cna_posterior(cna_sample); - myClone->get_mean_tcn( cna_sample); - myClone->map_mean_tcn( cnaEmit, cna_sample, snvEmit); - double l; - myClone->do_snv_Fwd( s, l, llhs); + for ( s=0; snSamples; s++){ + int cna_sample = cnaEmit->idx_of[snvEmit->chr[s]]; + myClone->alpha_cna[cna_sample]=NULL; + myClone->gamma_cna[cna_sample]=NULL; + myClone->get_cna_posterior(cna_sample); + myClone->get_mean_tcn( cna_sample); + myClone->map_mean_tcn( cnaEmit, cna_sample, snvEmit); + double l; + myClone->do_snv_Fwd( s, l, llhs); #ifdef _OPENMP #pragma omp critical #endif - { - snv_llh += l; - } - gsl_matrix_free(myClone->gamma_cna[cna_sample]); - } - delete [] myClone->gamma_cna; - delete [] myClone->alpha_cna; - report_results( cna_llh, baf_llh, snv_llh, steps, mass, clones); - } - } - else if (Mass != NULL && Clones == NULL){// mass is fixed, clones are not - gsl_vector_memcpy( mass, Mass); - myClone->set_mass(Mass); - for (int t=0; tmin_purity)->data[t]); - gsl_matrix_set_row( clones, t, mem); - } - steps=0; - llh = cna_clones_fixed_mass( clones, myClone, opts.restarts, steps, cna_llh, baf_llh, snv_llh); - report_results( cna_llh, baf_llh, snv_llh, steps, mass, clones); - //SNV bulk update, if required... - if (opts.bulk_updates>0){ - for (int it=0; itset_bulk_to_post(); - if (myClone->bulk_prior==NULL) break; - if (myClone->snvEmit->coarse_grained) myClone->get_snvEmitLog(); - gsl_matrix_memcpy( nclones, clones); - double nllh = cna_clones_fixed_mass( nclones, myClone, 0, steps, cl, bl, sl); - if (nllh > llh ){ - llh = nllh; - cna_llh = cl; - baf_llh = bl; - snv_llh = sl; - gsl_matrix_memcpy( clones, nclones); - report_results( cl,bl,sl, steps, mass, clones); + { + snv_llh += l; + } + gsl_matrix_free(myClone->gamma_cna[cna_sample]); + } + delete [] myClone->gamma_cna; + delete [] myClone->alpha_cna; + report_results( cna_llh, baf_llh, snv_llh, steps, mass, clones); + } } - else{ - break; + else if (Mass != NULL && Clones == NULL){// mass is fixed, clones are not + gsl_vector_memcpy( mass, Mass); + myClone->set_mass(Mass); + for (int t=0; tmin_purity)->data[t]); + gsl_matrix_set_row( clones, t, mem); + } + steps=0; + llh = cna_clones_fixed_mass( clones, myClone, opts.restarts, steps, cna_llh, baf_llh, snv_llh); + report_results( cna_llh, baf_llh, snv_llh, steps, mass, clones); + //SNV bulk update, if required... + if (opts.bulk_updates>0){ + for (int it=0; itset_bulk_to_post(); + if (myClone->bulk_prior==NULL) break; + if (myClone->snvEmit->coarse_grained) myClone->get_snvEmitLog(); + gsl_matrix_memcpy( nclones, clones); + double nllh = cna_clones_fixed_mass( nclones, myClone, 0, steps, cl, bl, sl); + if (nllh > llh ){ + llh = nllh; + cna_llh = cl; + baf_llh = bl; + snv_llh = sl; + gsl_matrix_memcpy( clones, nclones); + report_results( cl,bl,sl, steps, mass, clones); + } + else{ + break; + } + } + } } - } - } - } - else if (Mass != NULL && Clones != NULL){//all is fixed - gsl_matrix_memcpy( clones, Clones); - myClone->set(Clones); - gsl_vector_memcpy( mass, Mass); - myClone->set_mass(Mass); - //llh = cna_llh_all_fixed( myClone); - llh = myClone->get_all_total_llh(); - cna_llh = myClone->cna_total_llh; - baf_llh = myClone->baf_total_llh; - snv_llh = myClone->snv_total_llh; - report_results( cna_llh, baf_llh, snv_llh, 0, mass, clones); - //SNV bulk update, if required... - if (opts.bulk_updates>0){ - snv_bulk_update(myClone); - myClone->set_bulk_to_post(); - if (snvEmit->coarse_grained) myClone->get_snvEmitLog(); - //get CNA posterior and SNV llh... - myClone->alpha_cna = new gsl_matrix * [cnaEmit->nSamples]; - myClone->gamma_cna = new gsl_matrix * [cnaEmit->nSamples]; - int s; - snv_llh = 0.0; - double * llhs = NULL; - myClone->save_snv_alpha = 0; + else if (Mass != NULL && Clones != NULL){//all is fixed + gsl_matrix_memcpy( clones, Clones); + myClone->set(Clones); + gsl_vector_memcpy( mass, Mass); + myClone->set_mass(Mass); + //llh = cna_llh_all_fixed( myClone); + llh = myClone->get_all_total_llh(); + cna_llh = myClone->cna_total_llh; + baf_llh = myClone->baf_total_llh; + snv_llh = myClone->snv_total_llh; + report_results( cna_llh, baf_llh, snv_llh, 0, mass, clones); + //SNV bulk update, if required... + if (opts.bulk_updates>0){ + snv_bulk_update(myClone); + myClone->set_bulk_to_post(); + if (snvEmit->coarse_grained) myClone->get_snvEmitLog(); + //get CNA posterior and SNV llh... + myClone->alpha_cna = new gsl_matrix * [cnaEmit->nSamples]; + myClone->gamma_cna = new gsl_matrix * [cnaEmit->nSamples]; + int s; + snv_llh = 0.0; + double * llhs = NULL; + myClone->save_snv_alpha = 0; #ifdef _OPENMP #pragma omp parallel for schedule( dynamic, 1) default(shared) #endif - for ( s=0; snSamples; s++){ - int cna_sample = cnaEmit->idx_of[snvEmit->chr[s]]; - myClone->alpha_cna[cna_sample]=NULL; - myClone->gamma_cna[cna_sample]=NULL; - myClone->get_cna_posterior(cna_sample); - myClone->get_mean_tcn(cna_sample); - myClone->map_mean_tcn( cnaEmit, cna_sample, snvEmit); - double l=0; - myClone->do_snv_Fwd(s,l,llhs); + for ( s=0; snSamples; s++){ + int cna_sample = cnaEmit->idx_of[snvEmit->chr[s]]; + myClone->alpha_cna[cna_sample]=NULL; + myClone->gamma_cna[cna_sample]=NULL; + myClone->get_cna_posterior(cna_sample); + myClone->get_mean_tcn(cna_sample); + myClone->map_mean_tcn( cnaEmit, cna_sample, snvEmit); + double l=0; + myClone->do_snv_Fwd(s,l,llhs); #ifdef _OPENMP #pragma omp critical #endif - { - snv_llh += l; + { + snv_llh += l; + } + gsl_matrix_free(myClone->gamma_cna[cna_sample]); + } + delete [] myClone->gamma_cna; + delete [] myClone->alpha_cna; + report_results( cna_llh, baf_llh, snv_llh, 0, mass, clones); + } } - gsl_matrix_free(myClone->gamma_cna[cna_sample]); - } - delete [] myClone->gamma_cna; - delete [] myClone->alpha_cna; - report_results( cna_llh, baf_llh, snv_llh, 0, mass, clones); - } - } - gsl_matrix_free(nclones); - gsl_vector_free(mem); - return(llh); + gsl_matrix_free(nclones); + gsl_vector_free(mem); + return(llh); } //***SNV ONLY INFERENCE*** double get_clones_snv_ncorr( gsl_matrix *& clones, gsl_matrix *& Clones, - gsl_matrix *& priors, + gsl_matrix *& priors, + gsl_vector *& cluster_w, Clone * myClone, cmdl_opts& opts ){//no correlations @@ -594,82 +652,130 @@ double get_clones_snv_ncorr( gsl_matrix *& clones, double llh=0; gsl_vector * mem = gsl_vector_alloc(nC); myClone->initialize_snv_prior_param(); - //STEP 1: learn clones with fixed priors... - if (myClone->learn_priors && snvEmit->av_cn == NULL){ - //myClone->initialize_snv_prior_param(); - printf("Using these SNV copynumber prior parameters\n"); - for (int i=0; i<=myClone->maxtcn; i++){ - for (int j=0; j<=myClone->maxtcn; j++){ - printf("%.3f ", gsl_matrix_get( myClone->initial_snv_prior_param, i, j)); - } - cout<initial_snv_prior_param); - } - if ( Clones == NULL ){ - for (int t=0; tmin_purity)->data[t]); - gsl_matrix_set_row( clones, t, mem); - } - steps=0; - llh = snv_clones_fixed_priors( clones, myClone, opts.restarts, steps); - report_results( 0, 0, llh, steps, NULL, clones); - myClone->set(clones); - } - else{ - gsl_matrix_memcpy( clones, Clones); - myClone->set(Clones); - llh = myClone->get_snv_total_llh(); - report_results( 0, 0, llh, 0, NULL, Clones); - } - //STEP 2: for uncorrelated SNV data, without availability constraint, - // learn clones and SNV prior parameter... - if (myClone->learn_priors){ - if (snvEmit->av_cn != NULL) abort(); - gsl_matrix * npriors = gsl_matrix_alloc( priors->size1, priors->size2); - //irrelevant columns of 'priors' should already be set to zero - gsl_matrix_memcpy( npriors, priors); - if (Clones == NULL){//STEP 3a: learn clones and priors jointly... - gsl_matrix * nclones = gsl_matrix_alloc(nT,nC); - gsl_matrix_memcpy( nclones, clones); - steps=0; - double nllh = snv_clones_priors( nclones, npriors, myClone, opts.restarts, steps); - if (nllh>llh){ - gsl_matrix_memcpy(clones,nclones); - gsl_matrix_memcpy(priors,npriors); - llh=nllh; - report_results( 0, 0, llh, steps, NULL, clones); - printf("Found these copynumber priors per clone\n"); - for (int i=0; i< (int) priors->size1; i++){ - for (int j=0; j< (int) priors->size2; j++){ - printf("%.3f ", gsl_matrix_get( priors, i, j)); - } - cout<initialize_snv_cluster_w(); + myClone->set_snv_tree_prior(); + + //STEP 1: learn clones with fixed priors... + if (myClone->learn_priors && snvEmit->av_cn == NULL){ + //myClone->initialize_snv_prior_param(); + printf("Using these SNV copynumber prior parameters\n"); + for (int i=0; i<=myClone->maxtcn; i++){ + for (int j=0; j<=myClone->maxtcn; j++){ + printf("%.3f ", gsl_matrix_get( myClone->initial_snv_prior_param, i, j)); + } + cout<initial_snv_prior_param); } - } - myClone->set_snv_prior(priors); - myClone->set(clones); - gsl_matrix_free(nclones); - } - else{//STEP 4b: learn priors with fixed clones... - myClone->set(Clones); - gsl_matrix_memcpy( clones, Clones); - llh = snv_priors_fixed_clones( priors, myClone, 0, steps); - report_results( 0, 0, llh, steps, NULL, clones); - printf("Found these copynumber priors per clone\n"); - for (int i=0; i< (int) priors->size1; i++){ - for (int j=0; j< (int) priors->size2; j++){ - printf("%.3f ", gsl_matrix_get( priors, i, j)); + if ( Clones == NULL ){ + for (int t=0; tmin_purity)->data[t]); + gsl_matrix_set_row( clones, t, mem); + } + steps=0; + llh = snv_clones_fixed_priors( clones, myClone, opts.restarts, steps); + report_results( 0, 0, llh, steps, NULL, clones); + myClone->set(clones); } - cout<set_snv_prior(priors); - } - gsl_matrix_free(npriors); - } - gsl_vector_free(mem); - return(llh); + else{ + gsl_matrix_memcpy( clones, Clones); + myClone->set(Clones); + llh = myClone->get_snv_total_llh(); + report_results( 0, 0, llh, 0, NULL, Clones); + } + + + //STEP 2: for uncorrelated SNV data, without availability constraint, + // learn clones and SNV prior parameter... + if (myClone->learn_priors){ + if (snvEmit->av_cn != NULL) abort(); + gsl_matrix * npriors = gsl_matrix_alloc( priors->size1, priors->size2); + //irrelevant columns of 'priors' should already be set to zero + gsl_matrix_memcpy( npriors, priors); + if (Clones == NULL){//STEP 3a: learn clones and priors jointly... + gsl_matrix * nclones = gsl_matrix_alloc(nT,nC); + gsl_matrix_memcpy( nclones, clones); + steps=0; + double nllh = snv_clones_priors( nclones, npriors, myClone, opts.restarts, steps); + if (nllh>llh){ + gsl_matrix_memcpy(clones,nclones); + gsl_matrix_memcpy(priors,npriors); + llh=nllh; + report_results( 0, 0, llh, steps, NULL, clones); + printf("Found these copynumber priors per clone\n"); + for (int i=0; i< (int) priors->size1; i++){ + for (int j=0; j< (int) priors->size2; j++){ + printf("%.3f ", gsl_matrix_get( priors, i, j)); + } + cout<set_snv_prior(priors); + myClone->set(clones); + gsl_matrix_free(nclones); + } + else{//STEP 4b: learn priors with fixed clones... + myClone->set(Clones); + gsl_matrix_memcpy( clones, Clones); + llh = snv_priors_fixed_clones( priors, myClone, 0, steps); + report_results( 0, 0, llh, steps, NULL, clones); + printf("Found these copynumber priors per clone\n"); + for (int i=0; i< (int) priors->size1; i++){ + for (int j=0; j< (int) priors->size2; j++){ + printf("%.3f ", gsl_matrix_get( priors, i, j)); + } + cout<set_snv_prior(priors); + } + gsl_matrix_free(npriors); + } + + /* case learn cluster weights */ + + if (myClone->learn_cluster_w>0 && nC>1){ + gsl_vector_memcpy(cluster_w,myClone->snv_cluster_w); + gsl_vector * ncluster_w = gsl_vector_alloc(cluster_w->size); + gsl_vector_memcpy( ncluster_w, cluster_w); + + if (Clones == NULL){//STEP learn clones and priors jointly... + gsl_matrix * nclones = gsl_matrix_alloc(nT,nC); + gsl_matrix_memcpy( nclones, clones); + steps=0; + + double nllh = snv_clones_cluster_w(nclones, ncluster_w, myClone, opts.restarts, steps); + if (nllh>llh){ + gsl_matrix_memcpy(clones,nclones); + gsl_vector_memcpy(cluster_w,ncluster_w); + llh=nllh; + report_results(0, 0, llh, steps, NULL, clones); + printf("Found these cluster_w after optimisation: \n"); + for (int i=0; i< (int) cluster_w->size; i++){ + printf("%.3f ", gsl_vector_get(cluster_w, i)); + } + cout << endl; + for(int i=0; i< nclones[0].size2; i++){ + printf("%.3f ",gsl_matrix_get(nclones,0,i)); + }; + cout << endl; + printf("llh %5.3f \n",llh); + } + myClone->set_snv_cluster_w(cluster_w); + myClone->set_snv_tree_prior(); + myClone->set(clones); + + + gsl_matrix_free(nclones); + } + else{//STEP learn priors with fixed clones... to be implemented + cout << "Learning cluster_w with fixed clones not yet implemented" << endl; + abort(); + } + gsl_vector_free(ncluster_w); + } + gsl_vector_free(mem); + return(llh); } @@ -746,6 +852,7 @@ double cna_only_mass_noclones( gsl_vector *& best_mass, Clone * myClone, int res Qpar.clones_fixed = 1;//to NULL Qpar.mass_fixed = 0; Qpar.prior_fixed = 1;//does not apply + Qpar.cluster_w_fixed = 1; Qpar.cna=1; Qpar.baf=0; Qpar.snv=0; @@ -799,6 +906,7 @@ double cna_clones_fixed_mass( gsl_matrix*& clones, Clone * myClone, int restarts Qpar.clones_fixed = 0; Qpar.mass_fixed = 1; Qpar.prior_fixed = 1; + Qpar.cluster_w_fixed = 1; void * param = static_cast(&Qpar); // get mass and clones... steps=0; @@ -853,8 +961,6 @@ double cna_mass_fixed_clones( gsl_vector*& mass, Clone * myClone, int restarts, } - - //learn both using all data... double cna_clones_mass( gsl_matrix*& clones, gsl_vector*& mass, Clone * myClone, int restarts, int& steps, double& cna_llh, double& baf_llh, double& snv_llh){ @@ -881,6 +987,7 @@ double cna_clones_mass( gsl_matrix*& clones, gsl_vector*& mass, Clone * myClone, Qpar.clones_fixed = 0; Qpar.mass_fixed = 0; Qpar.prior_fixed = 1;//does not apply here + Qpar.cluster_w_fixed = 1; void * param = static_cast(&Qpar); // get mass and clones... steps=0; @@ -903,6 +1010,86 @@ double cna_clones_mass( gsl_matrix*& clones, gsl_vector*& mass, Clone * myClone, return(llh); } +//learn all using all data... +double cna_clones_mass_cluster_w( gsl_matrix*& clones, gsl_vector*& mass, gsl_vector*& cluster_w, Clone * myClone, int restarts, int& steps,double& cna_llh, double& baf_llh, double& snv_llh){ + int nT = myClone->nTimes; + int nC = myClone->nClones; + int nP=1; + + cout << "Optimisation " << endl; + + Q_par Qpar; + Qpar.myClone = myClone; + gsl_vector ** simplex = new gsl_vector * [nT+nP]; + gsl_vector * lower = gsl_vector_alloc(nT+nP); + gsl_vector * other = gsl_vector_alloc(nT); + gsl_vector * range = gsl_vector_calloc(nT); + Qpar.nSimplex = nT+nP; + Qpar.simplexD.clear(); + for (int t=0; tdata[t] = (myClone->min_purity)->data[t]; + Qpar.simplexD.push_back(nC); + } + + int nWeigths=myClone->learn_cluster_w; + simplex[nT] = gsl_vector_alloc(nWeigths); + set_random_start_freq(simplex[nT],0.0); + + // for(int i=0; isize; i++){ + // simplex[ct]->data[i]=cluster_w->data[i]; + // } + lower->data[nT] = 0.0; + // these sum up to one so need to lear one less and get the last via normalisation + Qpar.simplexD.push_back(simplex[nT]->size); + + + for (int t=0; tdata[t] = mass->data[t]; + Qpar.cna = 1; + Qpar.baf = (myClone->bafEmit->is_set) ? 1 : 0; + Qpar.snv = (myClone->snvEmit->is_set) ? 1 : 0; + Qpar.clones_fixed = 0; + Qpar.mass_fixed = 0; + Qpar.prior_fixed = 1;//does not apply here + Qpar.cluster_w_fixed = 0; + void * param = static_cast(&Qpar); + // get mass and clones... + steps=0; + double llh = -find_optimum_wrestarts( nT+nP, simplex, lower, other, range, param, &Q, 1.0e-3, restarts, steps, 0); + //copy results... + for (int t=0; tset_snv_cluster_w(simplex[nT]); + myClone->set_snv_tree_prior(); + gsl_vector_memcpy(cluster_w,myClone->snv_cluster_w); + + + for (int t=0; tset(clones); + myClone->set_mass(mass); + + + for(int i=0; i< myClone->snv_cluster_w->size; i++){ + printf("%.4f ",myClone->snv_cluster_w->data[i]); + } + cout << endl; + + cout << "Optimisation Done" << endl; + llh = myClone->get_all_total_llh(); + cna_llh = myClone->cna_total_llh; + baf_llh = myClone->baf_total_llh; + snv_llh = myClone->snv_total_llh; + return(llh); +} // get candidate masses from the heights in the data, one of which is all-normal (cn=2) @@ -972,6 +1159,7 @@ double snv_clones_fixed_priors( gsl_matrix*& clones, Clone * myClone, int restar Qpar.clones_fixed = 0; Qpar.mass_fixed = 1;// does not apply here Qpar.prior_fixed = 1;// priors are fixed! + Qpar.cluster_w_fixed = 1; void * param = static_cast(&Qpar); // get mass and clones... steps=0; @@ -1019,6 +1207,7 @@ double snv_priors_fixed_clones( gsl_matrix*& priors, Clone * myClone, int restar Qpar.clones_fixed = 1; Qpar.mass_fixed = 1;// does not apply here Qpar.prior_fixed = 0; + Qpar.cluster_w_fixed = 1; void * param = static_cast(&Qpar); // get mass and clones... steps=0; @@ -1078,6 +1267,7 @@ double snv_clones_priors( gsl_matrix*& clones, gsl_matrix*& priors, Clone * myCl Qpar.clones_fixed = 0; Qpar.mass_fixed = 1;// does not apply here Qpar.prior_fixed = 0; + Qpar.cluster_w_fixed = 1; void * param = static_cast(&Qpar); // get mass and clones... steps=0; @@ -1101,6 +1291,95 @@ double snv_clones_priors( gsl_matrix*& clones, gsl_matrix*& priors, Clone * myCl return(llh); } +double snv_clones_cluster_w( gsl_matrix*& clones, gsl_vector*& cluster_w, Clone * myClone, int restarts, int& steps){ + int nT = myClone->nTimes; + int nC = myClone->nClones; + Q_par Qpar; + Qpar.myClone = myClone; + int nP=0; + + //cout << "optimisation start nLevels" << myClone->nLevels << endl; + nP=1; // we learn the same weights for all time points as the clone identity is fixed only fractions change + + gsl_vector ** simplex = new gsl_vector * [nT+nP]; + gsl_vector * lower = gsl_vector_alloc(nT+nP); + gsl_vector * other = NULL; + gsl_vector * range = NULL; + Qpar.nSimplex = nT+nP; + Qpar.simplexD.clear(); + int ct=0; + for (int t=0; tdata[ct] = (myClone->min_purity)->data[t]; + Qpar.simplexD.push_back(nC); + ct++; + } + + + + int nWeigths=myClone->learn_cluster_w; + simplex[ct] = gsl_vector_alloc(nWeigths); + set_random_start_freq(simplex[ct],0.0); + +// for(int i=0; isize; i++){ +// simplex[ct]->data[i]=cluster_w->data[i]; +// } + lower->data[ct] = 0.0; + // these sum up to one so need to lear one less and get the last via normalisation + Qpar.simplexD.push_back(simplex[ct]->size); + ct++; + + Qpar.cna = 0; + Qpar.baf = 0; + Qpar.snv = 1; + Qpar.clones_fixed = 0; + Qpar.mass_fixed = 1;// does not apply here + Qpar.prior_fixed = 1; + Qpar.cluster_w_fixed = 0; + + void * param = static_cast(&Qpar); + // get mass and clones... + steps=0; + + cout << "optimisation start nLevels " << myClone->nLevels << " "<< nT << " " << nP <nLevels << " "<< nT << " " << nP <size; i++){ + //z+=simplex[nT]->data[i]; + printf("%.3f ",simplex[nT]->data[i]); + } + cout << endl; + //priors_w->data[simplex[nT]->size]=1.0-z; + myClone->set(clones); + myClone->set_snv_cluster_w(simplex[nT]); + myClone->set_snv_tree_prior(); + gsl_vector_memcpy(cluster_w,myClone->snv_cluster_w); + + llh = myClone->get_snv_total_llh(); + //cleanup... + + + cout << llh << "\n"; + //cout << "optimisation " << endl; + + for (int i=0; i (p); @@ -1114,86 +1393,102 @@ double Q( const gsl_vector * x, void * p){ gsl_vector * other = NULL; gsl_vector * range = NULL; //allocate - if ( Qpar->nSimplex > 0){ - if ((int) Qpar->simplexD.size() != Qpar->nSimplex) abort(); - simplex = new gsl_vector * [Qpar->nSimplex]; - for (int i=0; inSimplex; i++){ - simplex[i] = gsl_vector_alloc( Qpar->simplexD[i] ); - } - lower = gsl_vector_alloc(Qpar->nSimplex); - } - if ( Qpar->mass_fixed == 0){ - other = gsl_vector_calloc( nT); - range = gsl_vector_calloc( nT); - } - //set lower - int ct=0; - if (Qpar->clones_fixed == 0){ - for (int t=0; tdata[t] = gsl_vector_get(myClone->min_purity,t); - ct++; - } - } - if (Qpar->prior_fixed == 0){ - lower->data[ct] = 0.0; - ct++; - while (ct < Qpar->nSimplex){ - lower->data[ct] = 1.0; - ct++; - } - } - //unmap - int err = arg_unmap( x, Qpar->nSimplex, simplex, lower, other, range); - double LLH = 0.0; - if (err==0){//inside range? - ct=0; - if ( Qpar->clones_fixed == 0 ){//set clones - clones = gsl_matrix_alloc(nT,nC); - for (int t=0; tset(clones); - } - if ( Qpar->prior_fixed == 0 ){//set prior - prior = gsl_matrix_calloc(myClone->maxtcn+1, myClone->maxtcn+1); - for (int i=ct; inSimplex; i++){ - int cn = (int) (simplex[i])->size - 1; - for (int j=0; j<=cn; j++) gsl_matrix_set( prior, cn, j, gsl_vector_get(simplex[i],j)); - } - myClone->set_snv_prior(prior); - } - if (Qpar->mass_fixed == 0){//set mass - myClone->set_mass(other); - } - //get total LLH - if ( Qpar->cna == 1 && Qpar->baf == 0 && Qpar->snv == 0 ){ - //get only the total llh for CNA *without* BAF/SNV - LLH = myClone->get_cna_total_llh(); - } - else if (Qpar->cna == 1){//get llh for CNA *with* BAF/SNV - //LLH = cna_llh_all_fixed(Qpar->myClone); - LLH = myClone->get_all_total_llh(); - } - else if (Qpar->snv == 1){ - // get the total llh for SNV *only* - LLH = myClone->get_snv_total_llh(); - } - else{ - abort(); - } - } - // clean up - if (clones != NULL) gsl_matrix_free(clones); - if (prior != NULL) gsl_matrix_free(prior); - if (simplex != NULL){ - for (int t=0; tnSimplex; t++) gsl_vector_free(simplex[t]); - delete [] simplex; - } - if (other != NULL) gsl_vector_free(other); - if (range != NULL) gsl_vector_free(range); - if (lower != NULL) gsl_vector_free(lower); - return( err==1 ? 1.0e20 : - LLH ); + if ( Qpar->nSimplex > 0){ + if ((int) Qpar->simplexD.size() != Qpar->nSimplex) abort(); + simplex = new gsl_vector * [Qpar->nSimplex]; + for (int i=0; inSimplex; i++){ + simplex[i] = gsl_vector_alloc( Qpar->simplexD[i] ); + } + lower = gsl_vector_alloc(Qpar->nSimplex); + } + if ( Qpar->mass_fixed == 0){ + other = gsl_vector_calloc( nT); + range = gsl_vector_calloc( nT); + } + //set lower + int ct=0; + if (Qpar->clones_fixed == 0){ + for (int t=0; tdata[t] = gsl_vector_get(myClone->min_purity,t); + ct++; + } + } + if (Qpar->prior_fixed == 0){ + lower->data[ct] = 0.0; + ct++; + while (ct < Qpar->nSimplex){ + lower->data[ct] = 1.0; + ct++; + } + } + if (Qpar->cluster_w_fixed == 0){ + lower->data[ct] = 0.0; + ct++; + } + + + //unmap + int err = arg_unmap( x, Qpar->nSimplex, simplex, lower, other, range); + double LLH = 0.0; + if (err==0){//inside range? + ct=0; + if ( Qpar->clones_fixed == 0 ){//set clones + clones = gsl_matrix_alloc(nT,nC); + for (int t=0; tset(clones); + } + if ( Qpar->prior_fixed == 0 ){//set prior + prior = gsl_matrix_calloc(myClone->maxtcn+1, myClone->maxtcn+1); + for (int i=ct; inSimplex; i++){ + int cn = (int) (simplex[i])->size - 1; + for (int j=0; j<=cn; j++) gsl_matrix_set( prior, cn, j, gsl_vector_get(simplex[i],j)); + } + myClone->set_snv_prior(prior); + } + if ( Qpar->cluster_w_fixed == 0 ){//set cluster_w + myClone->set_snv_cluster_w(simplex[nT]); + myClone->set_snv_tree_prior(); +// for(int i=0; i< myClone->snv_cluster_w->size; i++){ +// printf("%.4f ",myClone->snv_cluster_w->data[i]); +// } +// cout << endl; + + } + + if (Qpar->mass_fixed == 0){//set mass + myClone->set_mass(other); + } + //get total LLH + if ( Qpar->cna == 1 && Qpar->baf == 0 && Qpar->snv == 0 ){ + //get only the total llh for CNA *without* BAF/SNV + LLH = myClone->get_cna_total_llh(); + } + else if (Qpar->cna == 1){//get llh for CNA *with* BAF/SNV + //LLH = cna_llh_all_fixed(Qpar->myClone); + LLH = myClone->get_all_total_llh(); + } + else if (Qpar->snv == 1){ + // get the total llh for SNV *only* + LLH = myClone->get_snv_total_llh(); + } + else{ + abort(); + } + } + // clean up + if (clones != NULL) gsl_matrix_free(clones); + if (prior != NULL) gsl_matrix_free(prior); + if (simplex != NULL){ + for (int t=0; tnSimplex; t++) gsl_vector_free(simplex[t]); + delete [] simplex; + } + if (other != NULL) gsl_vector_free(other); + if (range != NULL) gsl_vector_free(range); + if (lower != NULL) gsl_vector_free(lower); + return( err==1 ? 1.0e20 : - LLH ); } diff --git a/src/cloneHD-inference.h b/src/cloneHD-inference.h index f9298b6..821a3b0 100644 --- a/src/cloneHD-inference.h +++ b/src/cloneHD-inference.h @@ -29,7 +29,8 @@ double get_clones( gsl_matrix *& clones, gsl_matrix *& Clones, gsl_vector *& mass, gsl_vector *& Mass, - gsl_matrix *& priors, + gsl_matrix *& priors, + gsl_vector *& cluster_w, Clone * myClone, cmdl_opts& opts, double& cl, @@ -39,7 +40,8 @@ double get_clones( gsl_matrix *& clones, double get_clones_cna( gsl_matrix *& clones, gsl_matrix *& Clones, gsl_vector *& mass, - gsl_vector *& Mass, + gsl_vector *& Mass, + gsl_vector *& cluster_w, Clone * myClone, cmdl_opts& opts, double& cl, @@ -54,7 +56,8 @@ double get_clones_baf( gsl_matrix *& clones, double get_clones_snv_ncorr( gsl_matrix *& clones, gsl_matrix *& Clones, - gsl_matrix *& priors, + gsl_matrix *& priors, + gsl_vector *& cluster_w, Clone * myClone, cmdl_opts& opts ); @@ -94,6 +97,9 @@ double snv_priors_fixed_clones( gsl_matrix*& priors, Clone * myClone, int restar double snv_clones_priors( gsl_matrix*& clones, gsl_matrix*& priors, Clone * myClone, int restarts, int& steps); void snv_bulk_update(Clone * myClone); +double snv_clones_cluster_w( gsl_matrix*& clones, gsl_vector*& cluster_w, Clone * myClone, int restarts, int& steps); +double cna_clones_mass_cluster_w( gsl_matrix*& clones, gsl_vector*& mass, gsl_vector*& cluster_w, Clone * myClone, int restarts, int& steps,double& cna_llh, double& baf_llh, double& snv_llh); + void set_random_start_freq(gsl_vector *& freq, double lower); void report_results( double cl, double bl, double sl, int steps, gsl_vector * mass, gsl_matrix * freq); @@ -104,6 +110,7 @@ struct Q_par{ vector simplexD; int clones_fixed; int mass_fixed; - int prior_fixed; + int prior_fixed; + int cluster_w_fixed; int cna,baf,snv; }; diff --git a/src/cloneHD.cpp b/src/cloneHD.cpp index a46a56a..653ab7c 100755 --- a/src/cloneHD.cpp +++ b/src/cloneHD.cpp @@ -87,7 +87,9 @@ int main (int argc, const char * argv[]){ myClone.cna_pen_norm = opts.cna_pen_norm;//CNA penalty for non-normal c.n. myClone.baf_pen_comp = opts.baf_pen_comp;//BAF penalty for complex chr status myClone.snv_pen_high = opts.snv_pen_high;//SNV penalty for high SNV genotypes - myClone.snv_pen_mult = opts.snv_pen_mult;//SNV penalty for multiple hit SNVs + myClone.snv_pen_mult = opts.snv_pen_mult;//SNV penalty for multiple hit SNVs + myClone.snv_pen_tree = opts.snv_pen_tree;//SNV penalty for breaking tree constraint + myClone.snv_fpr = opts.snv_fpr;//SNV false-positive rate myClone.snv_fpf = opts.snv_fpf;//SNV frequency of false positives myClone.bulk_fix = opts.bulk_fix; @@ -96,7 +98,9 @@ int main (int argc, const char * argv[]){ myClone.snvGrid = opts.snvGrid; myClone.bulkGrid = opts.bulkGrid; myClone.learn_priors = (cnaEmit.is_set || snvEmit.connect || opts.avcn_fn != NULL) ? 0 : opts.learn_priors; - // *** GET MAX-TCN INFO *** + myClone.learn_cluster_w =opts.learn_cluster_w; + + // *** GET MAX-TCN INFO *** get_maxtcn_input( opts.maxtcn_fn, opts.maxtcn, &myClone); // *** GET SNV BULK PRIOR *** if ( snvEmit.is_set && opts.bulk_fn != NULL ){ @@ -311,6 +315,9 @@ void get_opts( int argc, const char ** argv, cmdl_opts& opts){ else if ( opt_switch.compare("--purity") == 0){ opts.purity_fn = argv[opt_idx]; } + else if ( opt_switch.compare("--snv-pen-tree") == 0){ + opts.snv_pen_tree = atof(argv[opt_idx]); + } else if ( opt_switch.compare("--cna-jumps") == 0){ opts.cna_jumps_fn = argv[opt_idx]; } @@ -356,7 +363,12 @@ void get_opts( int argc, const char ** argv, cmdl_opts& opts){ else if ( opt_switch.compare("--learn-priors") == 0){ opts.learn_priors = atoi(argv[opt_idx]); if (opts.learn_priors > 0) opts.learn_priors = 1; - } + } + else if ( opt_switch.compare("--learn-cluster-w") == 0){ + opts.learn_cluster_w = atoi(argv[opt_idx]); + //if (opts.learn_cluster_w > 0) opts.learn_cluster_w = 1; + //cout << "--learn-priors-w" << opts.learn_priors_w << "\n"; + } else{ cout<<"ERROR: unknown option "<