annotate mutational_patterns.R @ 15:8182d1625433 draft

"planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
author artbio
date Sun, 03 Oct 2021 09:29:04 +0000
parents 56c8869a231e
children 31e7a33ecd71
Ignore whitespace changes - Everywhere: Within whitespace: At end of lines:
rev   line source
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
1 # load packages that are provided in the conda env
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
2 options(show.error.messages = F,
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
3 error = function() {
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
4 cat(geterrmessage(), file = stderr()); q("no", 1, F)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
5 }
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
6 )
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
7 loc <- Sys.setlocale("LC_MESSAGES", "en_US.UTF-8")
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
8 warnings()
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
9 library(optparse)
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
10 library(rjson)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
11 library(grid)
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
12 library(gridExtra)
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
13 library(scales)
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
14 library(RColorBrewer)
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
15
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
16 # Arguments
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
17 option_list <- list(
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
18 make_option(
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
19 "--inputs",
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
20 default = NA,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
21 type = "character",
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
22 help = "json formatted dictionary of datasets and their paths"
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
23 ),
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
24 make_option(
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
25 "--genome",
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
26 default = NA,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
27 type = "character",
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
28 help = "genome name in the BSgenome bioconductor package"
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
29 ),
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
30 make_option(
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
31 "--levels",
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
32 default = NA,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
33 type = "character",
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
34 help = "path to the tab separated file describing the levels in function of datasets"
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
35 ),
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
36 make_option(
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
37 "--cosmic_version",
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
38 default = "v2",
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
39 type = "character",
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
40 help = "Version of the Cosmic Signature set to be used to express mutational patterns"
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
41 ),
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
42 make_option(
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
43 "--signum",
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
44 default = 2,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
45 type = "integer",
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
46 help = "selects the N most significant signatures in samples to express mutational patterns"
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
47 ),
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
48 make_option(
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
49 "--nrun",
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
50 default = 2,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
51 type = "integer",
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
52 help = "Number of runs to fit signatures"
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
53 ),
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
54 make_option(
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
55 "--rank",
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
56 default = 2,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
57 type = "integer",
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
58 help = "number of ranks to display for parameter optimization"
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
59 ),
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
60 make_option(
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
61 "--newsignum",
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
62 default = 2,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
63 type = "integer",
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
64 help = "Number of new signatures to be captured"
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
65 ),
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
66 make_option(
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
67 "--output_spectrum",
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
68 default = NA,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
69 type = "character",
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
70 help = "path to output dataset"
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
71 ),
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
72 make_option(
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
73 "--output_denovo",
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
74 default = NA,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
75 type = "character",
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
76 help = "path to output dataset"
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
77 ),
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
78 make_option(
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
79 "--sigmatrix",
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
80 default = NA,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
81 type = "character",
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
82 help = "path to signature matrix"
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
83 ),
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
84 make_option(
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
85 "--output_cosmic",
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
86 default = NA,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
87 type = "character",
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
88 help = "path to output dataset"
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
89 ),
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
90 make_option(
11
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
91 "--sig_contrib_matrix",
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
92 default = NA,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
93 type = "character",
11
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
94 help = "path to signature contribution matrix"
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
95 ),
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
96 make_option(
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
97 c("-r", "--rdata"),
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
98 type = "character",
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
99 default = NULL,
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
100 help = "Path to RData output file")
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
101 )
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
102
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
103 opt <- parse_args(OptionParser(option_list = option_list),
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
104 args = commandArgs(trailingOnly = TRUE))
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
105
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
106 ################ Manage input data ####################
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
107 json_dict <- opt$inputs
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
108 parser <- newJSONParser()
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
109 parser$addData(json_dict)
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
110 fileslist <- parser$getObject()
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
111 vcf_paths <- attr(fileslist, "names")
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
112 element_identifiers <- unname(unlist(fileslist))
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
113 ref_genome <- opt$genome
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
114 vcf_table <- data.frame(element_identifier = as.character(element_identifiers), path = vcf_paths)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
115
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
116 library(MutationalPatterns)
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
117 library(ref_genome, character.only = TRUE)
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
118 library(ggplot2)
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
119
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
120 # Load the VCF files into a GRangesList:
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
121 vcfs <- read_vcfs_as_granges(vcf_paths, element_identifiers, ref_genome)
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
122 library(plyr)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
123 if (!is.na(opt$levels)[1]) { # manage levels if there are
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
124 levels_table <- read.delim(opt$levels, header = FALSE,
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
125 col.names = c("element_identifier", "level"))
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
126 } else {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
127 levels_table <- data.frame(element_identifier = vcf_table$element_identifier,
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
128 level = rep("nolabels", length(vcf_table$element_identifier)))
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
129 }
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
130 metadata_table <- join(vcf_table, levels_table, by = "element_identifier")
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
131 tissue <- as.vector(metadata_table$level)
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
132 detach(package:plyr)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
133
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
134 ##### This is done for any section ######
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
135 mut_mat <- mut_matrix(vcf_list = vcfs, ref_genome = ref_genome)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
136 qual_col_pals <- brewer.pal.info[brewer.pal.info$category == "qual", ]
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
137 col_vector <- unique(unlist(mapply(brewer.pal, qual_col_pals$maxcolors, rownames(qual_col_pals))))
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
138 col_vector <- col_vector[c(-32, -34, -39)] # 67-color palette
0
924c527fb379 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e1f3ca871f13569401f41a5af9d0e281bf372540"
artbio
parents:
diff changeset
139
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
140 ###### Section 1 Mutation characteristics and spectrums #############
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
141 if (!is.na(opt$output_spectrum)[1]) {
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
142 pdf(opt$output_spectrum, paper = "special", width = 11.69, height = 11.69)
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
143 type_occurrences <- mut_type_occurrences(vcfs, ref_genome)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
144
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
145 # mutation spectrum, total or by sample
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
146
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
147 if (length(levels(factor(levels_table$level))) == 1) {
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
148 p1 <- plot_spectrum(type_occurrences, CT = TRUE, legend = TRUE)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
149 plot(p1)
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
150 } else {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
151 p2 <- plot_spectrum(type_occurrences, by = tissue, CT = TRUE) # by levels
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
152 p3 <- plot_spectrum(type_occurrences, CT = TRUE, legend = TRUE) # total
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
153 grid.arrange(p2, p3, ncol = 2, widths = c(4, 2.3), heights = c(4, 1))
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
154 }
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
155 plot_96_profile(mut_mat, condensed = TRUE)
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
156 dev.off()
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
157 }
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
158
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
159 ###### Section 2: De novo mutational signature extraction using NMF #######
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
160 # opt$rank cannot be higher than the number of samples and
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
161 # likewise, opt$signum cannot be higher thant the number of samples
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
162 if (!is.na(opt$output_denovo)[1]) {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
163
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
164 if (opt$rank > length(element_identifiers)) {
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
165 opt$rank <- length(element_identifiers)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
166 }
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
167 if (opt$signum > length(element_identifiers)) {
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
168 opt$signum <- length(element_identifiers)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
169 }
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
170 pseudo_mut_mat <- mut_mat + 0.0001 # First add a small pseudocount to the mutation count matrix
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
171 # Use the NMF package to generate an estimate rank plot
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
172 library("NMF")
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
173 estimate <- nmf(pseudo_mut_mat, rank = 1:opt$rank, method = "brunet", nrun = opt$nrun, seed = 123456)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
174 # And plot it
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
175 pdf(opt$output_denovo, paper = "special", width = 11.69, height = 11.69)
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
176 p4 <- plot(estimate)
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
177 grid.arrange(p4)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
178 # Extract 4 (PARAMETIZE) mutational signatures from the mutation count matrix with extract_signatures
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
179 # (For larger datasets it is wise to perform more iterations by changing the nrun parameter
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
180 # to achieve stability and avoid local minima)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
181 nmf_res <- extract_signatures(pseudo_mut_mat, rank = opt$newsignum, nrun = opt$nrun)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
182 # Assign signature names
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
183 colnames(nmf_res$signatures) <- paste0("NewSig_", 1:opt$newsignum)
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
184 rownames(nmf_res$contribution) <- paste0("NewSig_", 1:opt$newsignum)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
185 # Plot the 96-profile of the signatures:
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
186 p5 <- plot_96_profile(nmf_res$signatures, condensed = TRUE)
15
8182d1625433 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
artbio
parents: 14
diff changeset
187 new_sig_matrix <- reshape2::dcast(p5$data, substitution + context ~ sample, value.var = "freq")
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
188 new_sig_matrix <- format(new_sig_matrix, scientific = TRUE)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
189 write.table(new_sig_matrix, file = opt$sigmatrix, quote = FALSE, row.names = FALSE, sep = "\t")
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
190 grid.arrange(p5)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
191 # Visualize the contribution of the signatures in a barplot
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
192 pc1 <- plot_contribution(nmf_res$contribution, nmf_res$signature, mode = "relative", coord_flip = TRUE)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
193 # Visualize the contribution of the signatures in absolute number of mutations
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
194 pc2 <- plot_contribution(nmf_res$contribution, nmf_res$signature, mode = "absolute", coord_flip = TRUE)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
195 # Combine the two plots:
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
196 grid.arrange(pc1, pc2)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
197
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
198 # The relative contribution of each signature for each sample can also be plotted as a heatmap with
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
199 # plot_contribution_heatmap, which might be easier to interpret and compare than stacked barplots.
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
200 # The samples can be hierarchically clustered based on their euclidean dis- tance. The signatures
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
201 # can be plotted in a user-specified order.
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
202 # Plot signature contribution as a heatmap with sample clustering dendrogram and a specified signature order:
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
203 pch1 <- plot_contribution_heatmap(nmf_res$contribution,
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
204 sig_order = paste0("NewSig_", 1:opt$newsignum))
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
205 # Plot signature contribution as a heatmap without sample clustering:
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
206 pch2 <- plot_contribution_heatmap(nmf_res$contribution, cluster_samples = FALSE)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
207 #Combine the plots into one figure:
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
208 grid.arrange(pch1, pch2, ncol = 2, widths = c(2, 1.6))
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
209
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
210 # Compare the reconstructed mutational profile with the original mutational profile:
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
211 plot_compare_profiles(pseudo_mut_mat[, 1],
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
212 nmf_res$reconstructed[, 1],
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
213 profile_names = c("Original", "Reconstructed"),
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
214 condensed = TRUE)
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
215 dev.off()
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
216 }
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
217 ##### Section 3: Find optimal contribution of known signatures: COSMIC mutational signatures ####
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
218
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
219 if (!is.na(opt$output_cosmic)[1]) {
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
220 pdf(opt$output_cosmic, paper = "special", width = 11.69, height = 11.69)
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
221 pseudo_mut_mat <- mut_mat + 0.0001 # First add a small psuedocount to the mutation count matrix
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
222 if (opt$cosmic_version == "v2") {
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
223 sp_url <- paste("https://cancer.sanger.ac.uk/cancergenome/assets/", "signatures_probabilities.txt", sep = "")
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
224 cancer_signatures <- read.table(sp_url, sep = "\t", header = TRUE)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
225 new_order <- match(row.names(pseudo_mut_mat), cancer_signatures$Somatic.Mutation.Type)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
226 cancer_signatures <- cancer_signatures[as.vector(new_order), ]
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
227 row.names(cancer_signatures) <- cancer_signatures$Somatic.Mutation.Type
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
228 cancer_signatures <- as.matrix(cancer_signatures[, 4:33])
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
229 colnames(cancer_signatures) <- gsub("Signature.", "", colnames(cancer_signatures)) # shorten signature labels
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
230 cosmic_tag <- "Signatures (Cosmic v2, March 2015)"
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
231 cosmic_colors <- col_vector[1:30]
15
8182d1625433 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
artbio
parents: 14
diff changeset
232 names(cosmic_colors) <- colnames(cancer_signatures)
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
233 } else {
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
234 sp_url <- "https://raw.githubusercontent.com/ARTbio/startbio/master/sigProfiler_SBS_signatures_2019_05_22.tsv"
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
235 cancer_signatures <- read.table(sp_url, sep = "\t", header = TRUE)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
236 new_order <- match(row.names(pseudo_mut_mat), cancer_signatures$Somatic.Mutation.Type)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
237 cancer_signatures <- cancer_signatures[as.vector(new_order), ]
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
238 row.names(cancer_signatures) <- cancer_signatures$Somatic.Mutation.Type
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
239 cancer_signatures <- as.matrix(cancer_signatures[, 4:70])
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
240 colnames(cancer_signatures) <- gsub("SBS", "", colnames(cancer_signatures)) # shorten signature labels
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
241 cosmic_tag <- "Signatures (Cosmic v3, May 2019)"
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
242 cosmic_colors <- col_vector[1:67]
15
8182d1625433 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
artbio
parents: 14
diff changeset
243 names(cosmic_colors) <- colnames(cancer_signatures)
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
244 }
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
245
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
246 # Plot mutational profiles of the COSMIC signatures
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
247 if (opt$cosmic_version == "v2") {
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
248 p6 <- plot_96_profile(cancer_signatures, condensed = TRUE, ymax = 0.3)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
249 grid.arrange(p6, top = textGrob("COSMIC signature profiles", gp = gpar(fontsize = 12, font = 3)))
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
250 } else {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
251 p6 <- plot_96_profile(cancer_signatures[, 1:33], condensed = TRUE, ymax = 0.3)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
252 p6bis <- plot_96_profile(cancer_signatures[, 34:67], condensed = TRUE, ymax = 0.3)
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
253 grid.arrange(p6, top = textGrob("COSMIC signature profiles (on two pages)",
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
254 gp = gpar(fontsize = 12, font = 3)))
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
255 grid.arrange(p6bis, top = textGrob("COSMIC signature profiles (continued)",
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
256 gp = gpar(fontsize = 12, font = 3)))
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
257 }
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
258
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
259
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
260 # Find optimal contribution of COSMIC signatures to reconstruct 96 mutational profiles
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
261 fit_res <- fit_to_signatures(pseudo_mut_mat, cancer_signatures)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
262
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
263 # Plot contribution barplots
15
8182d1625433 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
artbio
parents: 14
diff changeset
264 pc3 <- plot_contribution(fit_res$contribution, cancer_signatures, coord_flip = T, mode = "absolute")
8182d1625433 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
artbio
parents: 14
diff changeset
265 pc4 <- plot_contribution(fit_res$contribution, cancer_signatures, coord_flip = T, mode = "relative")
8182d1625433 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
artbio
parents: 14
diff changeset
266 if (is.na(opt$levels)[1]) { # if there are NO levels to display in graphs
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
267 pc3_data <- pc3$data
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
268 pc3 <- ggplot(pc3_data, aes(x = Sample, y = Contribution, fill = as.factor(Signature))) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
269 geom_bar(stat = "identity", position = "stack") +
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
270 coord_flip() +
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
271 scale_fill_manual(name = "Cosmic\nSignatures", values = cosmic_colors) +
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
272 labs(x = "Samples", y = "Absolute contribution") + theme_bw() +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
273 theme(panel.grid.minor.x = element_blank(),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
274 panel.grid.major.x = element_blank(),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
275 legend.position = "right",
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
276 text = element_text(size = 8),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
277 axis.text.x = element_text(angle = 90, hjust = 1))
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
278 pc4_data <- pc4$data
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
279 pc4 <- ggplot(pc4_data, aes(x = Sample, y = Contribution, fill = as.factor(Signature))) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
280 geom_bar(stat = "identity", position = "fill") +
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
281 coord_flip() +
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
282 scale_fill_manual(name = "Cosmic\nSignatures", values = cosmic_colors) +
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
283 scale_y_continuous(labels = scales::percent_format(accuracy = 1)) +
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
284 labs(x = "Samples", y = "Relative contribution") + theme_bw() +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
285 theme(panel.grid.minor.x = element_blank(), panel.grid.major.x = element_blank(), legend.position = "right",
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
286 text = element_text(size = 8),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
287 axis.text.x = element_text(angle = 90, hjust = 1))
15
8182d1625433 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
artbio
parents: 14
diff changeset
288 }
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
289 #####
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
290 # ggplot2 alternative
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
291 if (!is.na(opt$levels)[1]) { # if there are levels to display in graphs
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
292 pc3_data <- pc3$data
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
293 pc3_data <- merge(pc3_data, metadata_table[, c(1, 3)], by.x = "Sample", by.y = "element_identifier")
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
294 pc3 <- ggplot(pc3_data, aes(x = Sample, y = Contribution, fill = as.factor(Signature))) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
295 geom_bar(stat = "identity", position = "stack") +
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
296 scale_fill_manual(name = "Cosmic\nSignatures", values = cosmic_colors) +
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
297 labs(x = "Samples", y = "Absolute contribution") + theme_bw() +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
298 theme(panel.grid.minor.x = element_blank(),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
299 panel.grid.major.x = element_blank(),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
300 legend.position = "right",
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
301 text = element_text(size = 8),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
302 axis.text.x = element_text(angle = 90, hjust = 1)) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
303 facet_grid(~level, scales = "free_x", space = "free")
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
304 pc4_data <- pc4$data
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
305 pc4_data <- merge(pc4_data, metadata_table[, c(1, 3)], by.x = "Sample", by.y = "element_identifier")
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
306 pc4 <- ggplot(pc4_data, aes(x = Sample, y = Contribution, fill = as.factor(Signature))) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
307 geom_bar(stat = "identity", position = "fill") +
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
308 scale_fill_manual(name = "Cosmic\nSignatures", values = cosmic_colors) +
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
309 scale_y_continuous(labels = scales::percent_format(accuracy = 1)) +
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
310 labs(x = "Samples", y = "Relative contribution") + theme_bw() +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
311 theme(panel.grid.minor.x = element_blank(),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
312 panel.grid.major.x = element_blank(),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
313 legend.position = "right",
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
314 text = element_text(size = 8),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
315 axis.text.x = element_text(angle = 90, hjust = 1)) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
316 facet_grid(~level, scales = "free_x", space = "free")
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
317 }
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
318 # Combine the two plots:
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
319 grid.arrange(pc3, pc4,
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
320 top = textGrob("Absolute and Relative Contributions of Cosmic signatures to mutational patterns",
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
321 gp = gpar(fontsize = 12, font = 3)))
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
322
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
323 #### pie charts of comic signatures contributions in samples ###
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
324 library(reshape2)
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
325 library(dplyr)
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
326 if (length(levels(factor(levels_table$level))) < 2) {
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
327 fit_res_contrib <- as.data.frame(fit_res$contribution)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
328 worklist <- cbind(signature = rownames(fit_res$contribution),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
329 level = rep("nolabels", length(fit_res_contrib[, 1])),
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
330 fit_res_contrib,
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
331 sum = rowSums(fit_res_contrib))
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
332 worklist <- worklist[order(worklist[, "sum"], decreasing = T), ]
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
333 worklist <- worklist[1:opt$signum, ]
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
334 worklist <- worklist[, -length(worklist[1, ])]
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
335 worklist <- melt(worklist)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
336 worklist <- worklist[, c(1, 3, 4, 2)]
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
337 } else {
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
338 worklist <- list()
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
339 for (i in levels(factor(levels_table$level))) {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
340 fit_res$contribution[, levels_table$element_identifier[levels_table$level == i]] -> worklist[[i]]
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
341 sum <- rowSums(as.data.frame(worklist[[i]]))
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
342 worklist[[i]] <- cbind(worklist[[i]], sum)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
343 worklist[[i]] <- worklist[[i]][order(worklist[[i]][, "sum"], decreasing = T), ]
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
344 worklist[[i]] <- worklist[[i]][1:opt$signum, ]
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
345 worklist[[i]] <- worklist[[i]][, -length(as.data.frame(worklist[[i]]))]
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
346 }
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
347 worklist <- as.data.frame(melt(worklist))
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
348 worklist[, 2] <- paste0(worklist[, 4], " - ", worklist[, 2])
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
349 }
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
350
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
351 colnames(worklist) <- c("signature", "sample", "value", "level")
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
352 worklist <- as.data.frame(worklist %>% group_by(sample) %>% mutate(value = value / sum(value) * 100))
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
353 worklist$pos <- cumsum(worklist$value) - worklist$value / 2
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
354 worklist$label <- factor(worklist$signature)
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
355 worklist$signature <- factor(worklist$signature)
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
356 p7 <- ggplot(worklist, aes(x = "", y = value, group = signature, fill = signature)) +
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
357 geom_bar(width = 1, stat = "identity") +
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
358 geom_text(aes(label = label), position = position_stack(vjust = 0.5), color = "black", size = 3) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
359 coord_polar("y", start = 0) + facet_wrap(.~sample) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
360 labs(x = "", y = "Samples", fill = cosmic_tag) +
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
361 scale_fill_manual(name = paste0(opt$signum, " most contributing\nsignatures\n(in each label/tissue)"),
15
8182d1625433 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 6ca5597637439c87b61af2dbd6c38089b29eca37"
artbio
parents: 14
diff changeset
362 values = cosmic_colors[levels(worklist$signature)]) +
8
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
363 theme(axis.text = element_blank(),
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
364 axis.ticks = element_blank(),
e0dad46148bf "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 75fd87e806f9bee2f6ff7fcd3834e55eb21d8710"
artbio
parents: 7
diff changeset
365 panel.grid = element_blank())
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
366 grid.arrange(p7)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
367
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
368 # Plot relative contribution of the cancer signatures in each sample as a heatmap with sample clustering
4
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
369 if (length(vcf_paths) > 1) {
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
370 p8 <- plot_contribution_heatmap(fit_res$contribution, cluster_samples = TRUE, method = "complete")
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
371 grid.arrange(p8)
7ba08c826888 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit e2d6ed12516e1bd24071962a0dfe0220cc348f3c"
artbio
parents: 3
diff changeset
372 }
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
373
11
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
374 # export relative contribution matrix
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
375 if (!is.na(opt$sig_contrib_matrix)) {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
376 output_table <- t(fit_res$contribution) / rowSums(t(fit_res$contribution))
11
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
377 colnames(output_table) <- paste0("s", colnames(output_table))
12
7954f0d3517f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 7c990ad7024035342c4abd6e3fa8feb1b2f2ac2c"
artbio
parents: 11
diff changeset
378 if (length(levels(factor(levels_table$level))) > 1) {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
379 output_table <- data.frame(sample = paste0(metadata_table[metadata_table$element_identifier == colnames(fit_res$contribution),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
380 3], "-", colnames(fit_res$contribution)),
13
6741b819cc15 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 372eb902f528baa8b5465b83d992a1d146343dfe"
artbio
parents: 12
diff changeset
381 output_table)
12
7954f0d3517f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 7c990ad7024035342c4abd6e3fa8feb1b2f2ac2c"
artbio
parents: 11
diff changeset
382 } else {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
383 output_table <- data.frame(sample = rownames(output_table), output_table)
12
7954f0d3517f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 7c990ad7024035342c4abd6e3fa8feb1b2f2ac2c"
artbio
parents: 11
diff changeset
384 }
11
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
385 write.table(output_table, file = opt$sig_contrib_matrix, sep = "\t", quote = F, row.names = F)
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
386 }
7995a949189f "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 94919d0f442fe7059afa2e07898c149b126a5460"
artbio
parents: 10
diff changeset
387
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
388 # calculate all pairwise cosine similarities
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
389 cos_sim_ori_rec <- cos_sim_matrix(pseudo_mut_mat, fit_res$reconstructed)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
390 # extract cosine similarities per sample between original and reconstructed
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
391 cos_sim_ori_rec <- as.data.frame(diag(cos_sim_ori_rec))
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
392
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
393 # We can use ggplot to make a barplot of the cosine similarities between the original and
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
394 # reconstructed mutational profile of each sample. This clearly shows how well each mutational
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
395 # profile can be reconstructed with the COSMIC mutational signatures. Two identical profiles
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
396 # have a cosine similarity of 1. The lower the cosine similarity between original and
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
397 # reconstructed, the less well the original mutational profile can be reconstructed with
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
398 # the COSMIC signatures. You could use, for example, cosine similarity of 0.95 as a cutoff.
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
399
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
400 # Adjust data frame for plotting with gpplot
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
401 colnames(cos_sim_ori_rec) <- "cos_sim"
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
402 cos_sim_ori_rec$sample <- row.names(cos_sim_ori_rec)
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
403 # Make barplot
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
404 p9 <- ggplot(cos_sim_ori_rec, aes(y = cos_sim, x = sample)) +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
405 geom_bar(stat = "identity", fill = "skyblue4") +
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
406 coord_cartesian(ylim = c(0.8, 1)) +
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
407 # coord_flip(ylim=c(0.8,1)) +
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
408 ylab("Cosine similarity\n original VS reconstructed") +
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
409 xlab("") +
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
410 # Reverse order of the samples such that first is up
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
411 # xlim(rev(levels(factor(cos_sim_ori_rec$sample)))) +
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
412 theme_bw() +
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
413 theme(panel.grid.minor.y = element_blank(),
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
414 panel.grid.major.y = element_blank()) +
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
415 # Add cut.off line
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
416 geom_hline(aes(yintercept = .95))
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
417 grid.arrange(p9, top = textGrob("Similarity between true and reconstructed profiles (with all Cosmic sig.)", gp = gpar(fontsize = 12, font = 3)))
2
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
418 dev.off()
aea952be68cb "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit cd8f633245d53cf47eaf860a4e0ae8d806c34419"
artbio
parents: 0
diff changeset
419 }
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
420
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
421
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
422 # Output RData file
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
423 if (!is.null(opt$rdata)) {
14
56c8869a231e "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 518fb067e8206ecafbf673a5e4cf375ccead11e3"
artbio
parents: 13
diff changeset
424 save.image(file = opt$rdata)
3
e332cf9dfa06 "planemo upload for repository https://github.com/ARTbio/tools-artbio/tree/master/tools/mutational_patterns commit 0f7593f703ba0dfd12aea1c0460e371f08b57d2f"
artbio
parents: 2
diff changeset
425 }