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--- | ||
name: PyDrugLogics | ||
homepage: https://druglogics.github.io/pydruglogics/ | ||
release_url: https://github.com/druglogics/pydruglogics/releases/tag/v{} | ||
summary: Construct, optimize Boolean Models and perform in-silico perturbations of the models | ||
interface: Python module [`pydruglogics`](https://druglogics.github.io/pydruglogics/api.html) | ||
--- | ||
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# PyDrugLogics | ||
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:::admonition | ||
Webpage: https://druglogics.github.io/pydruglogics/ | ||
::: | ||
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PyDrugLogics is a Python package designed for constructing, optimizing Boolean Models and performs in-silico perturbations of the models. | ||
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Core Features | ||
- Construct Boolean model from .sif file | ||
- Load Boolean model from .bnet file | ||
- Optimize Boolean model | ||
- Generate perturbed models | ||
- Evaluate drug synergies | ||
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````{admonition} Notebooks | ||
:class: seealso | ||
```{tableofcontents} | ||
``` | ||
```` |
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# Name Weight | ||
RSK_f 1 | ||
MYC 1 | ||
TCF7_f 1 | ||
CASP8 -1 | ||
CASP9 -1 | ||
FOXO_f -1 |
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Antisurvival, ((CASP3) | FOXO_f) | ||
CASP3, ((CASP8) | CASP9) | ||
FOXO_f, !(AKT_f) | (NLK) | ||
Prosurvival, ((CCND1) | MYC) | ||
CCND1, ((TCF7_f) | RSK_f) | ||
MYC, (TCF7_f) | ||
RAC_f, ((DVL_f) | mTORC2_c) | ||
mTORC2_c, (TSC_f) & !(S6K_f) | ||
DVL_f, (FZD_f) | ||
MAP3K4, (RAC_f) | ||
MAP3K11, (RAC_f) | ||
MAP2K4, ((((GRAP2) | MAP3K7) | MAP3K11) | MAP3K4) | ||
MAP3K7, (TAB_f) | ||
GRAP2, !(MAPK14) | ||
MAP2K7, ((GRAP2) | MAP3K7) | ||
JNK_f, ((MAP2K4) | MAP2K7) & !(DUSP1) | ||
DUSP1, ((MAPK14) | MSK_f) | ||
MAPK14, ((MAP2K4) | MAP2K3) & !(DUSP1) | ||
MAP2K3, ((MAP3K5) | MAP3K7) | ||
MAP3K5, !(AKT_f) | ||
AKT_f, ((PDPK1) | mTORC2_c) | ||
TAB_f, !(MAPK14) | ||
MSK_f, ((MAPK14) | ERK_f) | ||
RTPK_f, ((MMP_f) | RTPK_g) & !((MAPK14) | MEK_f) | ||
RTPK_g, (FOXO_f) | ||
MEK_f, ((MAP3K8) | RAF_f) & !(ERK_f) | ||
SHC1, (RTPK_f) & !(PTEN) | ||
PTEN, (PTEN_g) & !(GSK3_f) | ||
GRB2, (SHC1) | ||
SOS1, (GRB2) & !(ERK_f) | ||
ERK_f, (MEK_f) & !(DUSP6) | ||
KRAS, ((PTPN11) | SOS1) | ||
PTPN11, (GAB_f) | ||
RAF_f, (KRAS) & !(((ERK_f) | AKT_f) | RHEB) | ||
RHEB, !(TSC_f) | ||
MAP3K8, (IKBKB) | ||
DUSP6, ((ERK_f) | mTORC1_c) | ||
mTORC1_c, ((RSK_f) | RHEB) & !(AKT1S1) | ||
GAB_f, (GRB2) & !(ERK_f) | ||
RSK_f, ((ERK_f) | PDPK1) | ||
PDPK1, (PIK3CA) & !(PTEN) | ||
PIK3CA, (((GAB_f) | IRS1) | KRAS) | ||
IRS1, !(((ERK_f) | IKBKB) | S6K_f) | ||
S6K_f, ((PDPK1) | mTORC1_c) | ||
IKBKB, (MAP3K7) & !(TP53) | ||
PTEN_g, (EGR1) | ||
GSK3_f, !(((((((MAPK14) | AKT_f) | RSK_f) | S6K_f) | ERK_f) | LRP_f) | DVL_f) | ||
TSC_f, (GSK3_f) & !((((ERK_f) | AKT_f) | IKBKB) | RSK_f) | ||
TP53, (MAPK14) & !(MDM2) | ||
AKT1S1, !(AKT_f) | ||
MDM2, ((AKT_f) | MDM2_g) & !(S6K_f) | ||
MDM2_g, ((NFKB_f) | TP53) | ||
BAX, (TP53) | ||
CYCS, (BAX) & !(BCL2) | ||
BCL2, !(BAD) | ||
BAD, !(AKT_f) | (RSK_f) | ||
NLK, (MAP3K7) | ||
CASP9, (CYCS) | ||
CASP8, !(CFLAR) | ||
CFLAR, (AKT_f) & !(ITCH) | ||
ITCH, (JNK_f) | ||
FZD_f, !(SFRP1) | ||
SFRP1, (SFRP1_g) | ||
LRP_f, ((((ERK_f) | MAPK14) | JNK_f) | FZD_f) & !(DKK_f) | ||
DKK_f, (DKK_g) | ||
AXIN1, !(LRP_f) | ||
CK1_f, !(LRP_f) | ||
BTRC, (((GSK3_f) | CK1_f) | AXIN1) | ||
CTNNB1, (CHUK) & !(BTRC) | ||
CHUK, (AKT_f) | ||
TCF7_f, (CTNNB1) & !(NLK) | ||
EGR1, !(TCF7_f) | ||
DKK_g, (TCF7_f) & !(MYC) | ||
SFRP1_g, !(MYC) | ||
NFKB_f, (((CHUK) | IKBKB) | MSK_f) | ||
LEF, (CTNNB1) | ||
MMP_f, (LEF) |
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CASP3 -> Antisurvival | ||
FOXO_f -> Antisurvival | ||
CASP8 -> CASP3 | ||
CASP9 -> CASP3 | ||
AKT_f -| FOXO_f | ||
NLK -| FOXO_f | ||
CCND1 -> Prosurvival | ||
MYC -> Prosurvival | ||
TCF7_f -> CCND1 | ||
RSK_f -> CCND1 | ||
TCF7_f -> MYC | ||
mTORC2_c -> RAC_f | ||
DVL_f -> RAC_f | ||
TSC_f -> mTORC2_c | ||
S6K_f -| mTORC2_c | ||
FZD_f -> DVL_f | ||
RAC_f -> MAP3K4 | ||
RAC_f -> MAP3K11 | ||
MAP3K4 -> MAP2K4 | ||
MAP3K11 -> MAP2K4 | ||
MAP3K7 -> MAP2K4 | ||
GRAP2 -> MAP2K4 | ||
TAB_f -> MAP3K7 | ||
MAPK14 -| GRAP2 | ||
MAP3K7 -> MAP2K7 | ||
GRAP2 -> MAP2K7 | ||
MAP2K7 -> JNK_f | ||
MAP2K4 -> JNK_f | ||
DUSP1 -| JNK_f | ||
MAPK14 -> DUSP1 | ||
MSK_f -> DUSP1 | ||
MAP2K3 -> MAPK14 | ||
MAP2K4 -> MAPK14 | ||
DUSP1 -| MAPK14 | ||
MAP3K7 -> MAP2K3 | ||
MAP3K5 -> MAP2K3 | ||
AKT_f -| MAP3K5 | ||
PDPK1 -> AKT_f | ||
mTORC2_c -> AKT_f | ||
MAPK14 -| TAB_f | ||
MAPK14 -> MSK_f | ||
ERK_f -> MSK_f | ||
MMP_f -> RTPK_f | ||
RTPK_g -> RTPK_f | ||
MAPK14 -| RTPK_f | ||
MEK_f -| RTPK_f | ||
FOXO_f -> RTPK_g | ||
RAF_f -> MEK_f | ||
MAP3K8 -> MEK_f | ||
ERK_f -| MEK_f | ||
RTPK_f -> SHC1 | ||
PTEN -| SHC1 | ||
PTEN_g -> PTEN | ||
GSK3_f -| PTEN | ||
SHC1 -> GRB2 | ||
GRB2 -> SOS1 | ||
ERK_f -| SOS1 | ||
MEK_f -> ERK_f | ||
DUSP6 -| ERK_f | ||
SOS1 -> KRAS | ||
PTPN11 -> KRAS | ||
GAB_f -> PTPN11 | ||
KRAS -> RAF_f | ||
AKT_f -| RAF_f | ||
ERK_f -| RAF_f | ||
RHEB -| RAF_f | ||
TSC_f -| RHEB | ||
IKBKB -> MAP3K8 | ||
ERK_f -> DUSP6 | ||
mTORC1_c -> DUSP6 | ||
RSK_f -> mTORC1_c | ||
RHEB -> mTORC1_c | ||
AKT1S1 -| mTORC1_c | ||
GRB2 -> GAB_f | ||
ERK_f -| GAB_f | ||
ERK_f -> RSK_f | ||
PDPK1 -> RSK_f | ||
PIK3CA -> PDPK1 | ||
PTEN -| PDPK1 | ||
GAB_f -> PIK3CA | ||
IRS1 -> PIK3CA | ||
KRAS -> PIK3CA | ||
S6K_f -| IRS1 | ||
ERK_f -| IRS1 | ||
IKBKB -| IRS1 | ||
PDPK1 -> S6K_f | ||
mTORC1_c -> S6K_f | ||
MAP3K7 -> IKBKB | ||
TP53 -| IKBKB | ||
EGR1 -> PTEN_g | ||
LRP_f -| GSK3_f | ||
RSK_f -| GSK3_f | ||
S6K_f -| GSK3_f | ||
ERK_f -| GSK3_f | ||
MAPK14 -| GSK3_f | ||
DVL_f -| GSK3_f | ||
AKT_f -| GSK3_f | ||
GSK3_f -> TSC_f | ||
IKBKB -| TSC_f | ||
AKT_f -| TSC_f | ||
RSK_f -| TSC_f | ||
ERK_f -| TSC_f | ||
MAPK14 -> TP53 | ||
MDM2 -| TP53 | ||
AKT_f -| AKT1S1 | ||
AKT_f -> MDM2 | ||
MDM2_g -> MDM2 | ||
S6K_f -| MDM2 | ||
NFKB_f -> MDM2_g | ||
TP53 -> MDM2_g | ||
TP53 -> BAX | ||
BAX -> CYCS | ||
BCL2 -| CYCS | ||
BAD -| BCL2 | ||
AKT_f -| BAD | ||
RSK_f -| BAD | ||
MAP3K7 -> NLK | ||
CYCS -> CASP9 | ||
CFLAR -| CASP8 | ||
AKT_f -> CFLAR | ||
ITCH -| CFLAR | ||
JNK_f -> ITCH | ||
SFRP1 -| FZD_f | ||
SFRP1_g -> SFRP1 | ||
FZD_f -> LRP_f | ||
ERK_f -> LRP_f | ||
JNK_f -> LRP_f | ||
MAPK14 -> LRP_f | ||
DKK_f -| LRP_f | ||
DKK_g -> DKK_f | ||
LRP_f -| AXIN1 | ||
LRP_f -| CK1_f | ||
AXIN1 -> BTRC | ||
GSK3_f -> BTRC | ||
CK1_f -> BTRC | ||
CHUK -> CTNNB1 | ||
BTRC -| CTNNB1 | ||
AKT_f -> CHUK | ||
CTNNB1 -> TCF7_f | ||
NLK -| TCF7_f | ||
TCF7_f -| EGR1 | ||
TCF7_f -> DKK_g | ||
MYC -| DKK_g | ||
MYC -| SFRP1_g | ||
CHUK -> NFKB_f | ||
IKBKB -> NFKB_f | ||
MSK_f -> NFKB_f | ||
CTNNB1 -> LEF | ||
LEF -> MMP_f |
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