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: TP73

Gene summary for TP73

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TP73

Gene ID

7161

Gene nametumor protein p73
Gene AliasCILD47
Cytomap1p36.32
Gene Typeprotein-coding
GO ID

GO:0000278

UniProtAcc

O15350


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
7161TP73LZE4THumanEsophagusESCC7.69e-051.98e-010.0811
7161TP73P2T-EHumanEsophagusESCC5.54e-245.31e-010.1177
7161TP73P8T-EHumanEsophagusESCC1.26e-051.51e-010.0889
7161TP73P10T-EHumanEsophagusESCC2.98e-223.92e-010.116
7161TP73P11T-EHumanEsophagusESCC1.16e-022.27e-010.1426
7161TP73P12T-EHumanEsophagusESCC5.45e-184.62e-010.1122
7161TP73P15T-EHumanEsophagusESCC1.01e-112.71e-010.1149
7161TP73P16T-EHumanEsophagusESCC5.28e-142.14e-010.1153
7161TP73P21T-EHumanEsophagusESCC4.43e-183.78e-010.1617
7161TP73P22T-EHumanEsophagusESCC2.48e-039.52e-020.1236
7161TP73P26T-EHumanEsophagusESCC1.08e-163.20e-010.1276
7161TP73P27T-EHumanEsophagusESCC9.21e-194.58e-010.1055
7161TP73P28T-EHumanEsophagusESCC9.11e-068.00e-020.1149
7161TP73P30T-EHumanEsophagusESCC7.44e-134.59e-010.137
7161TP73P31T-EHumanEsophagusESCC4.30e-203.41e-010.1251
7161TP73P32T-EHumanEsophagusESCC1.03e-081.41e-010.1666
7161TP73P37T-EHumanEsophagusESCC5.58e-122.69e-010.1371
7161TP73P40T-EHumanEsophagusESCC8.86e-041.48e-010.109
7161TP73P42T-EHumanEsophagusESCC9.74e-123.55e-010.1175
7161TP73P44T-EHumanEsophagusESCC2.18e-061.49e-010.1096
Page: 1 2 3 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:0072331111EsophagusESCCsignal transduction by p53 class mediator121/8552163/187239.61e-144.69e-12121
GO:0008630110EsophagusESCCintrinsic apoptotic signaling pathway in response to DNA damage78/855299/187231.43e-115.08e-1078
GO:0042771110EsophagusESCCintrinsic apoptotic signaling pathway in response to DNA damage by p53 class mediator38/855243/187235.75e-091.18e-0738
GO:0072332111EsophagusESCCintrinsic apoptotic signaling pathway by p53 class mediator59/855276/187231.22e-082.42e-0759
GO:00459267EsophagusESCCnegative regulation of growth148/8552249/187237.88e-067.73e-05148
GO:001072010EsophagusESCCpositive regulation of cell development172/8552298/187231.74e-051.55e-04172
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:005076710EsophagusESCCregulation of neurogenesis203/8552364/187236.10e-054.68e-04203
GO:00507697EsophagusESCCpositive regulation of neurogenesis131/8552225/187239.71e-056.90e-04131
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:00519606EsophagusESCCregulation of nervous system development237/8552443/187235.02e-042.78e-03237
GO:00519625EsophagusESCCpositive regulation of nervous system development149/8552272/187231.50e-037.06e-03149
GO:00512623EsophagusESCCprotein tetramerization54/855287/187231.50e-037.06e-0354
GO:00512592EsophagusESCCprotein complex oligomerization130/8552238/187233.29e-031.36e-02130
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:00330025EsophagusESCCmuscle cell proliferation134/8552248/187234.80e-031.86e-02134
GO:00140151EsophagusESCCpositive regulation of gliogenesis41/855266/187235.22e-031.97e-0241
Page: 1 2 3 4 5 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0411524EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa0472225EsophagusESCCNeurotrophin signaling pathway80/4205119/84657.33e-053.07e-041.57e-0480
hsa051629EsophagusESCCMeasles90/4205139/84652.16e-047.87e-044.03e-0490
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0411534EsophagusESCCp53 signaling pathway65/420574/84653.88e-126.50e-113.33e-1165
hsa04722111EsophagusESCCNeurotrophin signaling pathway80/4205119/84657.33e-053.07e-041.57e-0480
hsa0516213EsophagusESCCMeasles90/4205139/84652.16e-047.87e-044.03e-0490
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa041159Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa051628Oral cavityOSCCMeasles90/3704139/84654.10e-072.50e-061.27e-0690
hsa0472220Oral cavityOSCCNeurotrophin signaling pathway74/3704119/84653.55e-051.49e-047.58e-0574
hsa0439016Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0411514Oral cavityOSCCp53 signaling pathway57/370474/84654.99e-095.07e-082.58e-0857
hsa0516212Oral cavityOSCCMeasles90/3704139/84654.10e-072.50e-061.27e-0690
hsa04722110Oral cavityOSCCNeurotrophin signaling pathway74/3704119/84653.55e-051.49e-047.58e-0574
hsa0439017Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0411523Oral cavityLPp53 signaling pathway38/241874/84652.82e-051.92e-041.24e-0438
hsa0516221Oral cavityLPMeasles59/2418139/84652.90e-041.60e-031.03e-0359
hsa0472224Oral cavityLPNeurotrophin signaling pathway46/2418119/84651.07e-023.77e-022.43e-0246
hsa0411533Oral cavityLPp53 signaling pathway38/241874/84652.82e-051.92e-041.24e-0438
Page: 1 2 

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
TP73CD8TEREXCervixN_HPVNUPR1,POLA1,TMEM184A, etc.4.13e-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.
TP73MSC.ADIPOCervixCCACOT7,BDH1,MELTF, etc.2.56e-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.
TP73CILIAEndometriumHealthyFOXJ1,EFHC1,CCDC40, etc.1.15e-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.
TP73MDSCsEsophagusADJABCA6,FSD1,CRACR2A, etc.4.87e-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.
TP73MDSCsEsophagusESCCABCA6,FSD1,CRACR2A, etc.1.25e-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.
TP73STMSkincSCCKRT15,POSTN,MOXD1, etc.4.34e-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.
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
TP73SNVMissense_Mutationnovelc.131N>Tp.Gly44Valp.G44VO15350protein_codingdeleterious(0.03)benign(0.036)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
TP73SNVMissense_Mutationc.311C>Tp.Ser104Phep.S104FO15350protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A095-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
TP73SNVMissense_Mutationrs753917723c.668N>Tp.Ser223Leup.S223LO15350protein_codingdeleterious(0.01)benign(0.333)TCGA-C5-A2LS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TP73SNVMissense_Mutationc.444G>Cp.Leu148Phep.L148FO15350protein_codingdeleterious(0)probably_damaging(0.967)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
TP73SNVMissense_Mutationrs774822513c.565N>Ap.Asp189Asnp.D189NO15350protein_codingdeleterious(0)benign(0.163)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TP73SNVMissense_Mutationc.571N>Ap.Val191Metp.V191MO15350protein_codingdeleterious(0)probably_damaging(0.948)TCGA-LP-A7HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TP73SNVMissense_Mutationnovelc.1145C>Tp.Pro382Leup.P382LO15350protein_codingdeleterious(0)probably_damaging(0.924)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TP73SNVMissense_Mutationnovelc.877N>Tp.Arg293Cysp.R293CO15350protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A9UZ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TP73insertionFrame_Shift_Insnovelc.674_677dupATGTp.Asp227CysfsTer3p.D227Cfs*3O15350protein_codingTCGA-Q1-A73R-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TP73SNVMissense_Mutationrs754162945c.1588N>Ap.Ala530Thrp.A530TO15350protein_codingtolerated(0.12)benign(0.34)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
Page: 1 2 3 4 5 6 7 

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
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORUVB14514652
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORGM-CSFREGRAMOSTIM15126418
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORANTIOXIDANT12023887
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORTAZAROTENETAZAROTENE15610529
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORCARBOPLATINCARBOPLATIN12499281
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORRETINOIC ACID10809758
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORVEGF11704858
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORNERVE GROWTH FACTOR10894779
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTOREGCGEPIGALOCATECHIN GALLATE17369354
7161TP73DRUGGABLE GENOME, TUMOR SUPPRESSOR, TRANSCRIPTION FACTORVCR12007564
Page: 1 2