diff --git a/graphs/40_63_explore-synlet-comut/COAD_G12D_SRSF5-patch.svg b/graphs/40_63_explore-synlet-comut/COAD_G12D_SRSF5-patch.svg
index 12073d6a..548d6410 100644
--- a/graphs/40_63_explore-synlet-comut/COAD_G12D_SRSF5-patch.svg
+++ b/graphs/40_63_explore-synlet-comut/COAD_G12D_SRSF5-patch.svg
@@ -28,25 +28,25 @@
-
-
-
-
+
+
+
+
-
-
-
+
+
+
-
-
+
+
-
-G12D & APC
-
-APC
+
+G12D
+
+APC
HECW1
@@ -55,9 +55,9 @@
0.00
-0.05
-0.10
-0.15
+0.05
+0.10
+0.15
COAD
estimated
effect
@@ -137,14 +137,14 @@
-0.2
0.0
0.2
-WT
+neither
APC
HECW1
APC & HECW1
-dependency
-score
-of
-FKBP1A
+dependency
+score
+of
+SRSF5
mutation
diff --git a/graphs/40_63_explore-synlet-comut/COAD_G12D_SRSF5_coef-plot.svg b/graphs/40_63_explore-synlet-comut/COAD_G12D_SRSF5_coef-plot.svg
index fbb2d48e..c009645d 100644
--- a/graphs/40_63_explore-synlet-comut/COAD_G12D_SRSF5_coef-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/COAD_G12D_SRSF5_coef-plot.svg
@@ -17,25 +17,25 @@
-
-
-
-
+
+
+
+
-
-
-
+
+
+
-
-
+
+
-
-G12D & APC
-
-APC
+
+G12D
+
+APC
HECW1
@@ -44,9 +44,9 @@
0.00
-0.05
-0.10
-0.15
+0.05
+0.10
+0.15
COAD
estimated
effect
diff --git a/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_coef-plot.svg b/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_coef-plot.svg
index b905235a..63b4b3be 100644
--- a/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_coef-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_coef-plot.svg
@@ -33,13 +33,13 @@
-
+
G12D
-
+
TRPM2
-
+
TP53
-
+
APC
diff --git a/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_line-plot.svg b/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_line-plot.svg
index 64866906..c5dcd8d9 100644
--- a/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_line-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_line-plot.svg
@@ -31,24 +31,32 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_patch.svg b/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_patch.svg
index b529a895..1390629e 100644
--- a/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_patch.svg
+++ b/graphs/40_63_explore-synlet-comut/COAD_G12D_STARD9_patch.svg
@@ -44,13 +44,13 @@
-
+
G12D
-
+
TRPM2
-
+
TP53
-
+
APC
@@ -98,24 +98,32 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_coef-plot.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_coef-plot.svg
index fa12d631..1acc781f 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_coef-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_coef-plot.svg
@@ -17,45 +17,38 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-G12D
-
-SYNE1
-
-HMCN1
-
-G12D & GPR98
-
-ARID1A
-
-SMAD4
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+ARID1A
+
+SMAD4
--0.1
-0.0
-0.1
+-0.05
+0.00
+0.05
+0.10
+0.15
PAAD
estimated
effect
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_line-plot.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_line-plot.svg
index 8b3f2a9e..1149da57 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_line-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_line-plot.svg
@@ -29,21 +29,29 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_patch.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_patch.svg
index 563c9729..8c89ed82 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_patch.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_ABI1_patch.svg
@@ -28,45 +28,38 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-G12D
-
-SYNE1
-
-HMCN1
-
-G12D & GPR98
-
-ARID1A
-
-SMAD4
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+ARID1A
+
+SMAD4
--0.1
-0.0
-0.1
+-0.05
+0.00
+0.05
+0.10
+0.15
PAAD
estimated
effect
@@ -103,21 +96,29 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_coef-plot.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_coef-plot.svg
index 72a287ae..3e606ca8 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_coef-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_coef-plot.svg
@@ -17,37 +17,32 @@
-
-
-
-
-
+
+
+
+
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
G12D
-
+
SMAD4
--0.06
--0.04
--0.02
-0.00
-0.02
-0.04
+-0.04
+-0.02
+0.00
+0.02
PAAD
estimated
effect
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_line-plot.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_line-plot.svg
index 4e819a44..01b8cb2c 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_line-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_line-plot.svg
@@ -29,21 +29,29 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_patch.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_patch.svg
index eab563ea..f251a004 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_patch.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_EEF1E1_patch.svg
@@ -28,37 +28,32 @@
-
-
-
-
-
+
+
+
+
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
G12D
-
+
SMAD4
--0.06
--0.04
--0.02
-0.00
-0.02
-0.04
+-0.04
+-0.02
+0.00
+0.02
PAAD
estimated
effect
@@ -95,21 +90,29 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_FKBP1A-patch.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_FKBP1A-patch.svg
index 1034f197..42b6f22a 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_FKBP1A-patch.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_FKBP1A-patch.svg
@@ -28,35 +28,30 @@
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
-
-
-
-
-G12D
-
-G12D & GPR98
-
-RNF43
+
+
+
+G12D
+
+RNF43
--0.15
--0.10
--0.05
+-0.12
+-0.08
+-0.04
0.00
PAAD
estimated
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_FKBP1A_coef-plot.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_FKBP1A_coef-plot.svg
index f7cb4b7c..763648fe 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_FKBP1A_coef-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_FKBP1A_coef-plot.svg
@@ -17,35 +17,30 @@
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
-
-
-
-
-G12D
-
-G12D & GPR98
-
-RNF43
+
+
+
+G12D
+
+RNF43
--0.15
--0.10
--0.05
+-0.12
+-0.08
+-0.04
0.00
PAAD
estimated
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_coef-plot.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_coef-plot.svg
index 9c251753..24270083 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_coef-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_coef-plot.svg
@@ -17,41 +17,49 @@
-
-
-
+
+
+
+
+
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
G12D
-
-HMCN1
-
-LRP1B
-
-ARID1A
-
+
+HMCN1
+
+LRP1B
+
+ARID1A
+
SMAD4
--0.1
-0.0
-0.1
+-0.10
+-0.05
+0.00
+0.05
+0.10
+0.15
PAAD
estimated
effect
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_line-plot.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_line-plot.svg
index dded64a3..c878bb51 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_line-plot.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_line-plot.svg
@@ -29,21 +29,29 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_patch.svg b/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_patch.svg
index 43a283a2..cfe4d17d 100644
--- a/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_patch.svg
+++ b/graphs/40_63_explore-synlet-comut/PAAD_G12D_MYBL2_patch.svg
@@ -28,41 +28,49 @@
-
-
-
+
+
+
+
+
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
G12D
-
-HMCN1
-
-LRP1B
-
-ARID1A
-
+
+HMCN1
+
+LRP1B
+
+ARID1A
+
SMAD4
--0.1
-0.0
-0.1
+-0.10
+-0.05
+0.00
+0.05
+0.10
+0.15
PAAD
estimated
effect
@@ -99,21 +107,29 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/paper/figures/Fig_5.jpeg b/paper/figures/Fig_5.jpeg
index 782f0ef9..657410c6 100644
Binary files a/paper/figures/Fig_5.jpeg and b/paper/figures/Fig_5.jpeg differ
diff --git a/paper/figures/Fig_5.pdf b/paper/figures/Fig_5.pdf
index d851274b..0ae4bf25 100644
Binary files a/paper/figures/Fig_5.pdf and b/paper/figures/Fig_5.pdf differ
diff --git a/paper/figures/Fig_5.svg b/paper/figures/Fig_5.svg
index 08212794..c13e38b5 100644
--- a/paper/figures/Fig_5.svg
+++ b/paper/figures/Fig_5.svg
@@ -1,5 +1,5 @@
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+TRPM2
+
+TP53
+
+APC
-
-
+
+
-0.00
-0.05
-0.10
-estimate
-COAD
-estimated
-effect
-of
-mutation
-on
-dependency
-on
-STARD9
-a
+-0.05
+0.00
+0.05
+0.10
+0.15
+estimated
+effect
+Effect
+of
+mutation
+on
+STARD9
+dep.
+COAD
+a
-
-
+
+
-
+
-
-
+
+
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-
-
-
-
--0.2
--0.1
-0.0
-0.1
-TP53
-G12D
-dependency
-score
-of
-STARD9
-
-
-
-
+
+
+
-
+-0.2
+-0.1
+0.0
+0.1
+TP53
+G12D
+dependency
+score
+of
+STARD9
-
-
+
+
-
-
+
+
-
-reduced
-comutation
-
-G12D
-
-TP53
-
-
+
+
-
-
+
+
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+SMAD4
-
-
+
+
+-0.04
+-0.02
+0.00
+0.02
+estimated
+effect
+Effect
+of
+mutation
+on
+EEF1E1
+dep.
+PAAD
+b
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-G12D
-
-SMAD4
+
+
-
-
+
+
--0.06
--0.04
--0.02
-0.00
-0.02
-0.04
-estimate
-PAAD
-estimated
-effect
-of
-mutation
-on
-dependency
-on
-EEF1E1
-b
-
-
+
+
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
-
-
+
+
+-0.8
+-0.6
+-0.4
+-0.2
+SMAD4
+G12D
+dependency
+score
+of
+EEF1E1
-
-
+
+
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
--0.8
--0.6
--0.4
--0.2
-SMAD4
-G12D
-dependency
-score
-of
-EEF1E1
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-reduced
-comutation
-
-G12D
-
-SMAD4
-
-
-
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+ARID1A
+
+SMAD4
+
+
+
+
+
+0.0
+0.1
+estimated
+effect
+Effect
+of
+mutation
+on
+ABI1
+dep.
+PAAD
+c
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+-0.4
+-0.2
+0.0
+SMAD4
+G12D
+dependency
+score
+of
+ABI1
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
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+
+
+
+
+
+
+G12D
+
+HMCN1
+
+LRP1B
+
+ARID1A
+
+SMAD4
+
+
+
+
+
+-0.10
+-0.05
+0.00
+0.05
+0.10
+0.15
+estimated
+effect
+Effect
+of
+mutation
+on
+MYBL2
+dep.
+PAAD
+d
+
+
+
+
+
+
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+
+
+
+
+
+
+-1.00
+-0.75
+-0.50
+-0.25
+SMAD4
+G12D
+dependency
+score
+of
+MYBL2
+
+
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+
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+
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+reduced
+comutation
+
+G12D
+
+TP53
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+reduced
+comutation
+
+G12D
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+SMAD4
+
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+
diff --git a/paper/figures/Fig_6.jpeg b/paper/figures/Fig_6.jpeg
deleted file mode 100644
index 05b94cf0..00000000
Binary files a/paper/figures/Fig_6.jpeg and /dev/null differ
diff --git a/paper/figures/Fig_6.pdf b/paper/figures/Fig_6.pdf
deleted file mode 100644
index bf839a32..00000000
Binary files a/paper/figures/Fig_6.pdf and /dev/null differ
diff --git a/paper/figures/Fig_6.svg b/paper/figures/Fig_6.svg
deleted file mode 100644
index abc0ec28..00000000
--- a/paper/figures/Fig_6.svg
+++ /dev/null
@@ -1,575 +0,0 @@
-
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-G12D & APC
-
-APC
-
-HECW1
-
-
-
-
-
-0.00
-0.05
-0.10
-0.15
-estimate
-COAD
-estimated
-effect
-of
-mutation
-on
-dependency
-on
-SRSF5
-a
-
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-
-
-
-
--0.6
--0.4
--0.2
-0.0
-0.2
-neither
-APC
-HECW1
-APC &
-HECW1
-dependency
-score
-of
-SRSF5
-
-
-
-
-
-
-
-G12D
-APC/HECW1
-neither
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-reduced
-comutation
-increased
-comutation
-
-G12D
-
-HECW1
-
-APC
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-G12R
-
-DNAH5
-
-
-
-
-
--0.06
--0.04
--0.02
-0.00
-estimate
-PAAD
-estimated
-effect
-of
-mutation
-on
-dependency
-on
-KIAA1257
-b
-
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-
--0.2
--0.1
-0.0
-0.1
-neither
-DNAH5
-G12R
-DNAH5 &
-G12R
-dependency
-score
-of
-KIAA1257
-
-
-
-
-
-
-
-
-
-neither
-DNAH5
-G12R
-DNAH5 & G12R
-
-
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-reduced
-comutation
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-G12R
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-DNAH5
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-
-G12D
-
-G12D & GPR98
-
-RNF43
-
-
-
-
-
--0.20
--0.15
--0.10
--0.05
-0.00
-estimate
-PAAD
-estimated
-effect
-of
-mutation
-on
-dependency
-on
-FKBP1A
-c
-
-
-
-
-
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-
-
-
-
-
-
--0.4
--0.2
-0.0
-neither
-GPR98
-RNF43
-GPR98 &
-RNF43
-dependency
-score
-of
-FKBP1A
-
-
-
-
-
-
-
-neither
-GPR98/RNF43
-G12D
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-increased
-comutation
-increased
-comutation
-
-G12D
-
-RNF43
-
-GPR98
-
-
-
-
-
-
diff --git a/paper/figures/Supp_Fig_8.jpeg b/paper/figures/Supp_Fig_8.jpeg
deleted file mode 100644
index 6fc394cc..00000000
Binary files a/paper/figures/Supp_Fig_8.jpeg and /dev/null differ
diff --git a/paper/figures/Supp_Fig_8.pdf b/paper/figures/Supp_Fig_8.pdf
deleted file mode 100644
index aff29e6a..00000000
Binary files a/paper/figures/Supp_Fig_8.pdf and /dev/null differ
diff --git a/paper/figures/Supp_Fig_8.svg b/paper/figures/Supp_Fig_8.svg
deleted file mode 100644
index ccd0cc91..00000000
--- a/paper/figures/Supp_Fig_8.svg
+++ /dev/null
@@ -1,277 +0,0 @@
-
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-G12D
-
-SYNE1
-
-HMCN1
-
-G12D & GPR98
-
-ARID1A
-
-SMAD4
-
-
-
-
-
--0.1
-0.0
-0.1
-estimate
-PAAD
-estimated
-effect
-of
-mutation
-on
-dependency
-on
-ABI1
-a
-
-
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-
-
-
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--0.4
--0.2
-0.0
-SMAD4
-G12D
-dependency
-score
-of
-ABI1
-
-
-
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-
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-
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-
-
-
-
-
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-
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-
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-
-
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-
-
-
-
-G12D
-
-HMCN1
-
-LRP1B
-
-ARID1A
-
-SMAD4
-
-
-
-
-
--0.1
-0.0
-0.1
-estimate
-PAAD
-estimated
-effect
-of
-mutation
-on
-dependency
-on
-MYBL2
-b
-
-
-
-
-
-
-
-
-
-
-
-
-
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-
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-
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-
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-
-
-
-
-
-
-
-
-
--1.00
--0.75
--0.50
--0.25
-SMAD4
-G12D
-dependency
-score
-of
-MYBL2
-
diff --git a/paper/figures/all_images/figure_048.jpeg b/paper/figures/all_images/figure_048.jpeg
new file mode 100644
index 00000000..657410c6
Binary files /dev/null and b/paper/figures/all_images/figure_048.jpeg differ
diff --git a/paper/figures/all_images/figure_048.svg b/paper/figures/all_images/figure_048.svg
new file mode 100644
index 00000000..c13e38b5
--- /dev/null
+++ b/paper/figures/all_images/figure_048.svg
@@ -0,0 +1,631 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+TRPM2
+
+TP53
+
+APC
+
+
+
+
+
+-0.05
+0.00
+0.05
+0.10
+0.15
+estimated
+effect
+Effect
+of
+mutation
+on
+STARD9
+dep.
+COAD
+a
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+-0.2
+-0.1
+0.0
+0.1
+TP53
+G12D
+dependency
+score
+of
+STARD9
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+SMAD4
+
+
+
+
+
+-0.04
+-0.02
+0.00
+0.02
+estimated
+effect
+Effect
+of
+mutation
+on
+EEF1E1
+dep.
+PAAD
+b
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+-0.8
+-0.6
+-0.4
+-0.2
+SMAD4
+G12D
+dependency
+score
+of
+EEF1E1
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+ARID1A
+
+SMAD4
+
+
+
+
+
+0.0
+0.1
+estimated
+effect
+Effect
+of
+mutation
+on
+ABI1
+dep.
+PAAD
+c
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+-0.4
+-0.2
+0.0
+SMAD4
+G12D
+dependency
+score
+of
+ABI1
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+G12D
+
+HMCN1
+
+LRP1B
+
+ARID1A
+
+SMAD4
+
+
+
+
+
+-0.10
+-0.05
+0.00
+0.05
+0.10
+0.15
+estimated
+effect
+Effect
+of
+mutation
+on
+MYBL2
+dep.
+PAAD
+d
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+-1.00
+-0.75
+-0.50
+-0.25
+SMAD4
+G12D
+dependency
+score
+of
+MYBL2
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+reduced
+comutation
+
+G12D
+
+TP53
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+reduced
+comutation
+
+G12D
+
+SMAD4
+
+
+
+
+
+
diff --git a/paper/figures/figure_conversion.json b/paper/figures/figure_conversion.json
index fee6f172..0c29e421 100644
--- a/paper/figures/figure_conversion.json
+++ b/paper/figures/figure_conversion.json
@@ -21,12 +21,7 @@
},
{
"figure_num": 5,
- "make_num": 45,
- "supp": false
- },
- {
- "figure_num": 6,
- "make_num": 46,
+ "make_num": 48,
"supp": false
},
@@ -66,11 +61,6 @@
"figure_num": 7,
"make_num": 34,
"supp": true
- },
- {
- "figure_num": 8,
- "make_num": 47,
- "supp": true
}
]
\ No newline at end of file
diff --git a/paper/figures/make_figure_scripts/make-figure_048.R b/paper/figures/make_figure_scripts/make-figure_048.R
new file mode 100644
index 00000000..19fe62a5
--- /dev/null
+++ b/paper/figures/make_figure_scripts/make-figure_048.R
@@ -0,0 +1,186 @@
+# Figure 048. #> The group of results from the analysis for explaining
+# allele-specific genetic dependency by comutation.
+
+FIGNUM <- 48
+
+#> SET THE FIGURE DIMENSIONS
+FIG_DIMENSIONS <- get_figure_dimensions(2, "short")
+FIG_DIMENSIONS$height <- 100
+
+theme_fig48 <- function(tag_margin = margin(-1, -1, -1, -1, "mm")) {
+ theme_comutation() %+replace%
+ theme(
+ legend.title = element_blank(),
+ plot.tag = element_text(size = 7,
+ face = "bold",
+ margin = tag_margin)
+ )
+}
+
+
+theme_fig48 <- function(tag_margin = margin(-1, -1, -1, -1, "mm")) {
+ theme_comutation() %+replace%
+ theme(
+ legend.title = element_blank(),
+ plot.tag = element_text(size = 7,
+ face = "bold",
+ margin = tag_margin)
+ )
+}
+
+
+theme_coefplot_fig48 <- function(tag_margin = margin(-1, -1, -2, -1, "mm")) {
+ theme_minimal_comutation() %+replace%
+ theme(
+ plot.title = element_markdown(size = 7,
+ face = "bold",
+ family = "Arial",
+ hjust = 0,
+ halign = 0),
+ plot.subtitle = element_markdown(size = 6,
+ face = "bold",
+ family = "Arial",
+ hjust = 0,
+ halign = 0),
+ plot.tag = element_text(size = 7,
+ face = "bold",
+ margin = tag_margin),
+ legend.position = "none",
+ axis.text.y = element_blank(),
+ axis.title.y = element_blank(),
+ axis.title.x = element_markdown()
+ )
+}
+
+
+theme_boxplot_fig48 <- function(tag_margin = margin(-1, -1, -1, -1, "mm")) {
+ theme_fig48(tag_margin = tag_margin) %+replace%
+ theme(
+ legend.position = "none",
+ axis.title.y = element_markdown(angle = 90, hjust = 0.5, vjust = 0.5),
+ axis.title.x = element_blank()
+ )
+}
+
+
+theme_fig48_void <- function(tag_margin = margin(-1, -1, -1, -1, "mm")) {
+ theme_graph_comutation() %+replace%
+ theme(
+ plot.tag = element_text(size = 7,
+ face = "bold",
+ margin = tag_margin),
+ plot.margin = margin(1, -1, -1, -1, "mm")
+ )
+}
+
+get_coef_plot_title <- function(cancer, gene) {
+ glue("{cancer}
Effect of mutation on *{gene}* dep.")
+}
+
+get_coef_plot_subtitle <- function(gene) {
+ glue("Effect of mutation on *{gene}* dep.")
+}
+
+
+#### ---- A. TP53 explaining STARD9 ---- ####
+# TP53 explaining dep. of G12D on STARD9 in COAD.
+# original script: "src/40_63_explore-synlet-comut.R"
+
+panel_A_1 <- read_fig_proto("COAD_G12D_STARD9_coef-plot") +
+ scale_x_continuous(expand = expansion(mult = c(0.17, 0.15))) +
+ theme_coefplot_fig48() +
+ labs(tag = "a",
+ x = "estimated effect",
+ title = "COAD",
+ subtitle = get_coef_plot_subtitle("STARD9"))
+panel_A_2 <- read_fig_proto("COAD_G12D_STARD9_line-plot") +
+ theme_boxplot_fig48()
+panel_A_3 <- read_fig_proto("COAD_G12D_TP53_comut-graph-plot.rds") +
+ scale_x_continuous(expand = expansion(mult = c(0.50, 0.50))) +
+ theme_fig48_void()
+
+panel_A <- (panel_A_1 / panel_A_2 ) +
+ plot_layout(height = c(3, 7))
+
+
+
+#### ---- B. SMAD4 explaining EEF1E1 ---- ####
+# SMAD4 explaining dep. of G12D on EEF1E1 in PAAD.
+# original script: "src/40_63_explore-synlet-comut.R"
+
+panel_B_1 <- read_fig_proto("PAAD_G12D_EEF1E1_coef-plot") +
+ scale_x_continuous(expand = expansion(mult = c(0.17, 0.15))) +
+ theme_coefplot_fig48() +
+ labs(tag = "b",
+ x = "estimated effect",
+ title = "PAAD",
+ subtitle = get_coef_plot_subtitle("EEF1E1"))
+panel_B_2 <- read_fig_proto("PAAD_G12D_EEF1E1_line-plot") +
+ theme_boxplot_fig48()
+panel_BCD_3 <- read_fig_proto("PAAD_G12D_SMAD4_comut-graph-plot.rds") +
+ scale_x_continuous(expand = expansion(mult = c(0.50, 0.50))) +
+ theme_fig48_void()
+
+panel_B <- (panel_B_1 / panel_B_2) +
+ plot_layout(height = c(3, 7))
+
+
+#### ---- C. SMAD4 explaining ABI1 ---- ####
+# SMAD4 explaining dep. of G12D on ABI1 in PAAD.
+# original script: "src/40_63_explore-synlet-comut.R"
+
+panel_C_1 <- read_fig_proto("PAAD_G12D_ABI1_coef-plot") +
+ scale_x_continuous(expand = expansion(mult = c(0.17, 0.15))) +
+ theme_coefplot_fig48() +
+ labs(tag = "c",
+ x = "estimated effect",
+ title = "PAAD",
+ subtitle = get_coef_plot_subtitle("ABI1"))
+panel_C_2 <- read_fig_proto("PAAD_G12D_ABI1_line-plot") +
+ theme_boxplot_fig48()
+
+
+panel_C <- (panel_C_1 / panel_C_2) +
+ plot_layout(height = c(3, 7))
+
+
+
+#### ---- D. SMAD4 explaining MYBL2 ---- ####
+# SMAD4 explaining dep. of G12D on MYBL2 in PAAD.
+# original script: "src/40_63_explore-synlet-comut.R"
+
+panel_D_1 <- read_fig_proto("PAAD_G12D_MYBL2_coef-plot") +
+ scale_x_continuous(expand = expansion(mult = c(0.17, 0.15))) +
+ theme_coefplot_fig48() +
+ labs(tag = "d",
+ x = "estimated effect",
+ title = "PAAD",
+ subtitle = get_coef_plot_subtitle("MYBL2"))
+panel_D_2 <- read_fig_proto("PAAD_G12D_MYBL2_line-plot") +
+ theme_boxplot_fig48()
+
+panel_D <- (panel_D_1 / panel_D_2) +
+ plot_layout(height = c(3, 7))
+
+
+
+#### ---- Figure assembly ---- ####
+
+{
+ # COMPLETE FIGURE
+ full_figure <- (
+ ((
+ panel_A | panel_B | panel_C | panel_D
+ ) + plot_layout(widths = c(1, 1, 1, 1))) /
+ ((
+ panel_A_3 | panel_B_3
+ ) + plot_layout(widths = c(1, 3)))
+ ) +
+ plot_layout(heights = c(10, 2))
+
+ save_figure(
+ full_figure,
+ figure_num = FIGNUM,
+ dim = FIG_DIMENSIONS
+ )
+}
diff --git a/src/40_60_synlet-explained-by-comuts.R b/src/40_60_synlet-explained-by-comuts.R
index 5472082e..5fc4e694 100644
--- a/src/40_60_synlet-explained-by-comuts.R
+++ b/src/40_60_synlet-explained-by-comuts.R
@@ -467,3 +467,23 @@ cache("synlet_comut_model_res",
plt = map2(name, fit, synlet_with_comutations_plots))
return(synlet_comut_model_res)
})
+
+synlet_comut_model_res %>%
+ count(cancer, allele, num_coefs, name = "num_genes") %>%
+ arrange(cancer, allele, num_coefs) %>%
+ knitr::kable()
+#> |cancer |allele | num_coefs| num_genes|
+#> |:------|:------|---------:|---------:|
+#> |COAD |G12D | 37| 3|
+#> |COAD |G12D | 44| 27|
+#> |COAD |G12D | 45| 8|
+#> |COAD |G12V | 28| 7|
+#> |COAD |G12V | 29| 1|
+#> |COAD |G13D | 15| 12|
+#> |COAD |G13D | 16| 1|
+#> |PAAD |G12D | 12| 1|
+#> |PAAD |G12D | 14| 2|
+#> |PAAD |G12D | 15| 73|
+#> |PAAD |G12R | 13| 1|
+#> |PAAD |G12R | 14| 63|
+#> |PAAD |G12V | 8| 57|
\ No newline at end of file
diff --git a/src/40_63_explore-synlet-comut.R b/src/40_63_explore-synlet-comut.R
index 523bf2ff..b54209f4 100644
--- a/src/40_63_explore-synlet-comut.R
+++ b/src/40_63_explore-synlet-comut.R
@@ -10,7 +10,6 @@ pastel_blue <- "#4096B3"
set.seed(0)
-
################################################################################
## REMOVE FOR O2 ##
@@ -43,14 +42,14 @@ set.seed(0)
# load("cache/synlet_comut_model_res.RData")
-# synlet_comut_model_res %<>%
-# filter(
-# (cancer == "COAD" & allele == "G12D" & hugo_symbol == "STARD9") |
-# (cancer == "PAAD" & allele == "G12D" & hugo_symbol == "EEF1E1") |
-# (cancer == "COAD" & allele == "G12D" & hugo_symbol == "SRSF5") |
-# (cancer == "PAAD" & allele == "G12R" & hugo_symbol == "KIAA1257") |
-# (cancer == "PAAD" & allele == "G12D" & hugo_symbol == "FKBP1A")
-# )
+# # synlet_comut_model_res %<>%
+# # filter(
+# # (cancer == "COAD" & allele == "G12D" & hugo_symbol == "STARD9") |
+# # (cancer == "PAAD" & allele == "G12D" & hugo_symbol == "EEF1E1") |
+# # (cancer == "COAD" & allele == "G12D" & hugo_symbol == "SRSF5") |
+# # (cancer == "PAAD" & allele == "G12R" & hugo_symbol == "KIAA1257") |
+# # (cancer == "PAAD" & allele == "G12D" & hugo_symbol == "FKBP1A")
+# # )
# load("cache/genetic_interaction_gr.RData")
@@ -87,7 +86,7 @@ make_mask_coef_plot <- function(cancer, allele, hugo_symbol, fit, ...) {
geom_segment(aes(yend = term, color = estimate), xend = 0, size = 1) +
geom_label(aes(label = term, fill = estimate),
family = "Arial", size = 2.2,
- label.padding = unit(0.8, "mm"),
+ label.padding = unit(0.4, "mm"),
label.r = unit(0.4, "mm"),
color = "black", label.size = 0) +
scale_color_gradient2(high = pastel_red,
@@ -144,7 +143,8 @@ make_mask_line_plot <- function(cancer, allele, hugo_symbol, fit, other_gene,
}
p <- p +
- ggbeeswarm::geom_quasirandom(size = 3, alpha = 0.7, groupOnX = TRUE) +
+ geom_boxplot(fill = NA, outlier.shape = NA) +
+ ggbeeswarm::geom_quasirandom(size = 1, alpha = 0.9, groupOnX = TRUE) +
scale_color_manual(values = mask_pal, drop = TRUE) +
scale_y_continuous(expand = expansion(mult = c(0.05, 0.05))) +
theme_bw(base_size = 7, base_family = "Arial") +
@@ -199,7 +199,7 @@ synlet_comut_model_res %>%
-################################################################################
+ ################################################################################
################################################################################
################################################################################