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

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Center for Computational Systems Medicine
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Gene summary

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Malignant transformation analysis

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Malignant transformation related pathway analysis

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Cell-cell communication analysis

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Single-cell gene regulatory network inference analysis

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Somatic mutation of malignant transformation related genes

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Related drugs of malignant transformation related genes

Gene: TP63

Gene summary for TP63

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TP63

Gene ID

8626

Gene nametumor protein p63
Gene AliasAIS
Cytomap3q28
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9H3D4


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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
8626TP63CA_HPV_1HumanCervixCC4.13e-06-2.15e-010.0264
8626TP63CA_HPV_3HumanCervixCC1.67e-235.38e-010.0414
8626TP63CCI_1HumanCervixCC1.49e-221.70e+000.528
8626TP63CCI_2HumanCervixCC5.59e-182.39e+000.5249
8626TP63CCI_3HumanCervixCC1.08e-272.04e+000.516
8626TP63CCII_1HumanCervixCC6.87e-033.72e-010.3249
8626TP63TumorHumanCervixCC3.86e-195.35e-010.1241
8626TP63sample3HumanCervixCC2.21e-355.74e-010.1387
8626TP63H2HumanCervixHSIL_HPV5.04e-03-2.05e-010.0632
8626TP63T3HumanCervixCC4.66e-345.81e-010.1389
8626TP63LZE2THumanEsophagusESCC9.21e-142.16e+000.082
8626TP63LZE4THumanEsophagusESCC1.89e-402.50e+000.0811
8626TP63LZE7THumanEsophagusESCC8.99e-101.75e+000.0667
8626TP63LZE8THumanEsophagusESCC2.97e-044.53e-010.067
8626TP63LZE24D1HumanEsophagusHGIN1.95e-186.68e-010.054
8626TP63LZE24THumanEsophagusESCC9.55e-081.06e+000.0596
8626TP63LZE21THumanEsophagusESCC2.16e-029.49e-010.0655
8626TP63P2T-EHumanEsophagusESCC2.16e-319.61e-010.1177
8626TP63P4T-EHumanEsophagusESCC2.66e-281.14e+000.1323
8626TP63P5T-EHumanEsophagusESCC1.33e-381.18e+000.1327
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

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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).
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check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:000756922Oral cavityEOLPcell aging33/2218132/187232.10e-053.28e-0433
GO:000854424Oral cavityEOLPepidermis development64/2218324/187232.48e-053.68e-0464
GO:007233226Oral cavityEOLPintrinsic apoptotic signaling pathway by p53 class mediator22/221876/187234.62e-056.14e-0422
GO:003051824Oral cavityEOLPintracellular steroid hormone receptor signaling pathway29/2218116/187236.49e-058.10e-0429
GO:004340123Oral cavityEOLPsteroid hormone mediated signaling pathway32/2218136/187239.85e-051.14e-0332
GO:003021621Oral cavityEOLPkeratinocyte differentiation32/2218139/187231.52e-041.62e-0332
GO:000863023Oral cavityEOLPintrinsic apoptotic signaling pathway in response to DNA damage25/221899/187231.70e-041.78e-0325
GO:004873224Oral cavityEOLPgland development77/2218436/187232.05e-042.06e-0377
GO:005067317Oral cavityEOLPepithelial cell proliferation75/2218437/187235.90e-044.97e-0375
GO:0002064110Oral cavityEOLPepithelial cell development43/2218220/187236.25e-045.23e-0343
GO:000150322Oral cavityEOLPossification70/2218408/187238.89e-046.81e-0370
GO:000991323Oral cavityEOLPepidermal cell differentiation39/2218202/187231.38e-039.56e-0339
GO:004358822Oral cavityEOLPskin development48/2218263/187231.49e-031.01e-0248
GO:005140224Oral cavityEOLPneuron apoptotic process45/2218246/187231.96e-031.25e-0245
GO:00063383Oral cavityEOLPchromatin remodeling46/2218255/187232.34e-031.44e-0246
GO:00443462Oral cavityEOLPfibroblast apoptotic process8/221822/187232.64e-031.59e-028
GO:000975510Oral cavityEOLPhormone-mediated signaling pathway36/2218190/187232.87e-031.70e-0236
GO:004277123Oral cavityEOLPintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator12/221843/187233.36e-031.94e-0212
GO:0050878110Oral cavityEOLPregulation of body fluid levels63/2218379/187233.36e-031.94e-0263
GO:00331448Oral cavityEOLPnegative regulation of intracellular steroid hormone receptor signaling pathway11/221838/187233.60e-032.03e-0211
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
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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
TP63MYOEPIBreastADJLTBP2,APOE,A2M, etc.6.16e-01The 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.
TP63MYOEPIBreastHealthySAMD5,IRX4,NGFR, etc.4.50e-01The 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.
TP63MYOEPIBreastPrecancerLTBP2,APOE,A2M, etc.6.02e-01The 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.
TP63CFIBColorectumFAPCOL4A3,GPR158,EFNA5, etc.2.84e-01The 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.
TP63LYMENDColorectumFAPCOL4A3,GPR158,EFNA5, etc.6.99e-02The 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.
TP63QUIEEsophagusHealthyKRT15,CXCL14,KRT14, etc.9.00e-02The 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.
TP63STMOral cavityHealthyCOL17A1,CXCL14,DST, etc.4.32e-01The 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.
TP63STMProstateHealthyANKRD37,KRT15,DLK2, etc.4.68e-01The 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.
∗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.
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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
TP63SNVMissense_Mutationrs866938979c.566N>Tp.Ser189Leup.S189LQ9H3D4protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TP63SNVMissense_Mutationc.1889N>Gp.Ser630Cysp.S630CQ9H3D4protein_codingdeleterious(0.01)probably_damaging(0.91)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
TP63SNVMissense_Mutationnovelc.194C>Ap.Pro65Hisp.P65HQ9H3D4protein_codingdeleterious(0.04)probably_damaging(0.99)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TP63SNVMissense_Mutationc.1046N>Cp.Gly349Alap.G349AQ9H3D4protein_codingdeleterious(0.04)probably_damaging(0.985)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
TP63SNVMissense_Mutationnovelc.578N>Tp.Thr193Metp.T193MQ9H3D4protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A7X5-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
TP63SNVMissense_Mutationc.563N>Tp.Lys188Metp.K188MQ9H3D4protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A905-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TP63SNVMissense_Mutationc.563N>Tp.Lys188Metp.K188MQ9H3D4protein_codingdeleterious(0)probably_damaging(1)TCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
TP63SNVMissense_Mutationc.1107N>Cp.Lys369Asnp.K369NQ9H3D4protein_codingdeleterious(0.01)probably_damaging(1)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TP63SNVMissense_Mutationc.656N>Tp.Pro219Leup.P219LQ9H3D4protein_codingdeleterious(0)probably_damaging(1)TCGA-R2-A69V-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
TP63SNVMissense_Mutationnovelc.1694N>Gp.Phe565Cysp.F565CQ9H3D4protein_codingdeleterious(0)probably_damaging(1)TCGA-ZJ-AAXN-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
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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
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