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: TEAD3

Gene summary for TEAD3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TEAD3

Gene ID

7005

Gene nameTEA domain transcription factor 3
Gene AliasDTEF-1
Cytomap6p21.31
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q99594


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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
7005TEAD3P23T-EHumanEsophagusESCC1.99e-144.61e-010.108
7005TEAD3P24T-EHumanEsophagusESCC3.76e-122.33e-010.1287
7005TEAD3P26T-EHumanEsophagusESCC1.09e-232.42e-010.1276
7005TEAD3P27T-EHumanEsophagusESCC1.23e-142.30e-010.1055
7005TEAD3P28T-EHumanEsophagusESCC4.63e-142.44e-010.1149
7005TEAD3P30T-EHumanEsophagusESCC2.25e-215.27e-010.137
7005TEAD3P31T-EHumanEsophagusESCC5.21e-253.55e-010.1251
7005TEAD3P32T-EHumanEsophagusESCC8.56e-101.06e-010.1666
7005TEAD3P36T-EHumanEsophagusESCC6.15e-122.53e-010.1187
7005TEAD3P37T-EHumanEsophagusESCC2.89e-182.18e-010.1371
7005TEAD3P38T-EHumanEsophagusESCC2.69e-051.97e-010.127
7005TEAD3P39T-EHumanEsophagusESCC2.02e-141.11e-010.0894
7005TEAD3P40T-EHumanEsophagusESCC1.14e-183.04e-010.109
7005TEAD3P42T-EHumanEsophagusESCC7.34e-112.86e-010.1175
7005TEAD3P44T-EHumanEsophagusESCC6.99e-121.95e-010.1096
7005TEAD3P47T-EHumanEsophagusESCC3.27e-143.09e-010.1067
7005TEAD3P48T-EHumanEsophagusESCC7.95e-192.62e-010.0959
7005TEAD3P49T-EHumanEsophagusESCC9.64e-108.05e-010.1768
7005TEAD3P52T-EHumanEsophagusESCC2.29e-082.17e-010.1555
7005TEAD3P54T-EHumanEsophagusESCC5.14e-214.89e-010.0975
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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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00353297EsophagusESCChippo signaling26/855240/187231.08e-023.66e-0226
GO:0008356EsophagusESCCasymmetric cell division14/855219/187231.27e-024.21e-0214
GO:00075657Oral cavityOSCCfemale pregnancy98/7305193/187235.66e-043.27e-0398
GO:00447067Oral cavityOSCCmulti-multicellular organism process105/7305220/187235.05e-031.97e-02105
GO:003532912ThyroidPTChippo signaling24/596840/187232.27e-041.65e-0324
GO:003532921ThyroidATChippo signaling24/629340/187235.54e-043.20e-0324
GO:00485688ThyroidATCembryonic organ development172/6293427/187232.08e-039.84e-03172
GO:000756517ThyroidATCfemale pregnancy82/6293193/187236.04e-032.42e-0282
GO:00083561ThyroidATCasymmetric cell division12/629319/187237.97e-033.08e-0212
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439016Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0439017Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
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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
TEAD3STMBreastDCISTMEM61,MBNL1-AS1,SQLE, etc.2.24e-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.
TEAD3PERIBreastDCISGRP,EPHX2,ASS1, etc.7.54e-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.
TEAD3PERIBreastIDCGRP,EPHX2,ASS1, etc.2.57e-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.
TEAD3BNCervixADJLUM,SCGB2A2,KHDC1, etc.1.30e-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.
TEAD3CD8TEREXCervixADJLUM,SCGB2A2,KHDC1, etc.0.00e+00The 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.
TEAD3NKCervixADJLUM,SCGB2A2,KHDC1, etc.4.33e-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.
TEAD3GCCervixADJLUM,SCGB2A2,KHDC1, etc.2.22e-16The 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.
TEAD3PLACervixADJLUM,SCGB2A2,KHDC1, etc.2.22e-16The 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.
TEAD3DCCervixCCLUM,SCGB2A2,KHDC1, etc.1.84e-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.
TEAD3BMEMCervixCCLUM,SCGB2A2,KHDC1, etc.6.58e-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.
∗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
TEAD3SNVMissense_Mutationnovelc.430N>Gp.Phe144Valp.F144VQ99594protein_codingtolerated(0.11)benign(0)TCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TEAD3SNVMissense_Mutationrs773682085c.1297N>Ap.Val433Ilep.V433IQ99594protein_codingtolerated(0.2)benign(0)TCGA-AC-A62X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TEAD3SNVMissense_Mutationc.502C>Gp.Leu168Valp.L168VQ99594protein_codingtolerated(0.31)benign(0.017)TCGA-B6-A0RS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
TEAD3insertionFrame_Shift_Insnovelc.431_432insAGGGAAGAGGGAACCCp.Phe144LeufsTer62p.F144Lfs*62Q99594protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TEAD3SNVMissense_Mutationc.332C>Tp.Ala111Valp.A111VQ99594protein_codingtolerated(0.65)possibly_damaging(0.787)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TEAD3SNVMissense_Mutationrs761773922c.1066N>Ap.Gly356Argp.G356RQ99594protein_codingdeleterious(0)possibly_damaging(0.836)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
TEAD3SNVMissense_Mutationrs758902471c.1270N>Ap.Gly424Argp.G424RQ99594protein_codingdeleterious(0)probably_damaging(0.999)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TEAD3SNVMissense_Mutationc.478N>Tp.Arg160Trpp.R160WQ99594protein_codingdeleterious(0.02)benign(0.005)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
TEAD3SNVMissense_Mutationc.307N>Tp.Arg103Trpp.R103WQ99594protein_codingdeleterious(0)probably_damaging(0.98)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
TEAD3SNVMissense_Mutationc.134N>Tp.Glu45Valp.E45VQ99594protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=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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