Schematic overview of the cellular and molecular mechanisms involved in the cancer progression, including the proposed cellular and molecular mechanisms in cancer cells trajectory. AT1: alveolar type 1 cells; AT2: alveolar type 2 cells; AAH: atypical adenomatous hyperplasia; AIS: adenocarcinoma in situ; MIA: minimally invasive adenocarcinoma; IA: invasive adenocarcinoma; EMT: epithelial-mesenchymal transition

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CASP14

Gene summary for CASP14

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CASP14

Gene ID

23581

Gene namecaspase 14
Gene AliasARCI12
Cytomap19p13.12
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

B2CIS9


Top

Malignant transformation analysis

check button Identification of the aberrant gene expression in precancerous and cancerous lesions by comparing the gene expression of stem-like cells in diseased tissues with normal stem cells
check button Malignant transformation involving gene list.
Entrez IDSymbolReplicatesSpeciesOrganTissueAdj P-valueLog2FCMalignancy
23581CASP14GSM4909292HumanBreastIDC1.62e-138.86e-010.1236
23581CASP14GSM4909315HumanBreastIDC7.40e-175.49e-010.21
23581CASP14GSM4909317HumanBreastIDC8.05e-052.25e-010.1355
23581CASP14brca3HumanBreastPrecancer5.00e-031.46e-01-0.0263
23581CASP14M2HumanBreastIDC2.55e-106.47e-010.21
23581CASP14P2HumanBreastIDC5.71e-083.01e-010.21
23581CASP14P4_S8_cSCCHumanSkincSCC9.32e-052.02e-01-0.3095
23581CASP14P5_S10_cSCCHumanSkincSCC7.10e-093.14e-01-0.299
23581CASP14P4_cSCCHumanSkincSCC6.97e-227.55e-01-0.00290000000000005
23581CASP14P10_cSCCHumanSkincSCC2.01e-024.85e-010.1017
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
SkinThe image shows the transcriptomic changes along malignancy continuum.log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗log2FC in expression of this searched gene in stem-like cells from each diseased tissue sample relative to stem-like cells in normal samples in each tissue plotted against the malignancy continuum. Samples are colored based on if they are from different disease stage.

Top

Malignant transformation related pathway analysis

check buttonFind out the enriched GO biological processes and KEGG pathways involved in transition from healthy to precancer to cancer
check button Figure of enriched GO biological processes.
TissueDisease StageEnriched GO biological Processes
ColorectumADGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumSERGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSSGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumMSI-HGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
ColorectumFAPGO analysis - Figure of enriched GO biological processes: Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
∗Top 15 enriched GO BP terms are showed in the bar plot of each disease state in each tissue. Each row represents a significant GO biological process which is colored according to the -log10(p.adjust).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00085445BreastPrecancerepidermis development35/1080324/187232.71e-043.96e-0335
GO:00099136BreastPrecancerepidermal cell differentiation23/1080202/187231.43e-031.50e-0223
GO:00302163BreastPrecancerkeratinocyte differentiation17/1080139/187232.71e-032.39e-0217
GO:000854412BreastIDCepidermis development41/1434324/187231.03e-031.14e-0241
GO:000991312BreastIDCepidermal cell differentiation28/1434202/187231.62e-031.60e-0228
GO:00302161BreastIDCkeratinocyte differentiation21/1434139/187232.06e-031.95e-0221
GO:00435883BreastIDCskin development33/1434263/187233.46e-032.87e-0233
GO:004358823SkincSCCskin development111/4864263/187236.35e-092.10e-07111
GO:000854425SkincSCCepidermis development131/4864324/187237.38e-092.39e-07131
GO:003021622SkincSCCkeratinocyte differentiation59/4864139/187231.70e-052.07e-0459
GO:000991324SkincSCCepidermal cell differentiation78/4864202/187235.12e-055.28e-0478
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

Cell-cell communication analysis

check buttonIdentification of potential cell-cell interactions between two cell types and their ligand-receptor pairs for different disease states
LigandReceptorLRpairPathwayTissueDisease Stage
Page: 1 

Top

Single-cell gene regulatory network inference analysis

check buttonFind out the significant the regulons (TFs) and the target genes of each regulon across cell types for different disease states
TFCell TypeTissueDisease StageTarget GeneRSSRegulon Activity
∗The dot plots of a searched regulon are shown for all cell subpopulations in each disease state of each tissue based on the regulon specific score inferred using pySCENIC and by calculating the average expression.
Page: 1 

Top

Somatic mutation of malignant transformation related genes

check buttonAnnotation of somatic variants for genes involved in malignant transformation
Hugo SymbolVariant ClassVariant ClassificationdbSNP RSHGVScHGVSpHGVSp ShortSWISSPROTBIOTYPESIFTPolyPhenTumor Sample BarcodeTissueHistologySexAgeStageTherapy TypesDrugsOutcome
CASP14SNVMissense_Mutationc.457N>Gp.Lys153Glup.K153EP31944protein_codingtolerated(1)benign(0.003)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CASP14SNVMissense_Mutationc.208N>Ap.Gln70Lysp.Q70KP31944protein_codingtolerated(0.18)benign(0.353)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CASP14SNVMissense_Mutationrs746084490c.250G>Ap.Val84Metp.V84MP31944protein_codingdeleterious(0)probably_damaging(0.999)TCGA-FU-A770-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CASP14SNVMissense_Mutationc.265N>Tp.His89Tyrp.H89YP31944protein_codingdeleterious(0)probably_damaging(0.995)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CASP14SNVMissense_Mutationnovelc.622G>Ap.Glu208Lysp.E208KP31944protein_codingtolerated(0.22)probably_damaging(0.936)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CASP14SNVMissense_Mutationrs201635146c.11C>Tp.Pro4Leup.P4LP31944protein_codingtolerated_low_confidence(0.07)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
CASP14SNVMissense_Mutationrs751321912c.706C>Tp.Arg236Trpp.R236WP31944protein_codingdeleterious(0)benign(0.118)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CASP14SNVMissense_Mutationrs771317945c.53N>Ap.Arg18Hisp.R18HP31944protein_codingdeleterious(0)probably_damaging(0.971)TCGA-AG-4007-01Colorectumrectum adenocarcinomaMale>=65III/IVUnknownUnknownSD
CASP14SNVMissense_Mutationrs61731993c.130N>Tp.Arg44Trpp.R44WP31944protein_codingdeleterious(0)benign(0.326)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CASP14SNVMissense_Mutationnovelc.345N>Tp.Lys115Asnp.K115NP31944protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 3 

Top

Related drugs of malignant transformation related genes

check buttonIdentification of chemicals and drugs interact with genes involved in malignant transfromation
(DGIdb 4.0)
Entrez IDSymbolCategoryInteraction TypesDrug Claim NameDrug NamePMIDs
23581CASP14PROTEASE, DRUGGABLE GENOME, ENZYMEinhibitor252166874
23581CASP14PROTEASE, DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL197672EMRICASAN
Page: 1