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: TEAD4

Gene summary for TEAD4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TEAD4

Gene ID

7004

Gene nameTEA domain transcription factor 4
Gene AliasEFTR-2
Cytomap12p13.33
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

Q15561


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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
7004TEAD4LZE24THumanEsophagusESCC7.33e-091.17e-010.0596
7004TEAD4P2T-EHumanEsophagusESCC1.97e-112.60e-010.1177
7004TEAD4P4T-EHumanEsophagusESCC2.10e-134.18e-010.1323
7004TEAD4P5T-EHumanEsophagusESCC2.34e-133.08e-010.1327
7004TEAD4P8T-EHumanEsophagusESCC1.18e-061.17e-010.0889
7004TEAD4P9T-EHumanEsophagusESCC7.36e-092.46e-010.1131
7004TEAD4P10T-EHumanEsophagusESCC3.66e-058.56e-020.116
7004TEAD4P11T-EHumanEsophagusESCC1.24e-031.39e-010.1426
7004TEAD4P12T-EHumanEsophagusESCC5.39e-143.53e-010.1122
7004TEAD4P15T-EHumanEsophagusESCC9.99e-041.40e-010.1149
7004TEAD4P16T-EHumanEsophagusESCC1.09e-049.63e-020.1153
7004TEAD4P17T-EHumanEsophagusESCC4.15e-082.31e-010.1278
7004TEAD4P19T-EHumanEsophagusESCC6.36e-095.30e-010.1662
7004TEAD4P20T-EHumanEsophagusESCC1.68e-083.27e-010.1124
7004TEAD4P21T-EHumanEsophagusESCC1.01e-294.46e-010.1617
7004TEAD4P22T-EHumanEsophagusESCC1.27e-143.42e-010.1236
7004TEAD4P23T-EHumanEsophagusESCC3.30e-164.46e-010.108
7004TEAD4P24T-EHumanEsophagusESCC5.18e-329.02e-010.1287
7004TEAD4P26T-EHumanEsophagusESCC2.71e-132.56e-010.1276
7004TEAD4P27T-EHumanEsophagusESCC7.28e-092.18e-010.1055
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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.

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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
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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
TEAD4MYOEPIBreastHealthyMMGT1,NAP1L5,RBBP8, etc.3.96e-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.
TEAD4GCCervixCCACKR1,AC006160.1,LRRC14, etc.8.71e-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.
TEAD4TACColorectumHealthyPABPC4,GGT6,DARS2, etc.1.20e-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.
TEAD4ENDColorectumMSSRHOJ,DNAJC18,SWT1, 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.
TEAD4PFIBLiverCirrhoticCOL5A3,ARHGAP23,LOXL2, etc.1.58e-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.
TEAD4AT1LungMIACDGKG,PLAC9,NCKAP5, etc.6.17e-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.
TEAD4ACINARPancreasADJNFATC2,CTRL,SYCN, etc.3.22e-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.
TEAD4ACINARPancreasPanINNFATC2,CTRL,SYCN, etc.4.21e-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.
TEAD4PVAProstateBPHVPS13A,SMURF2,LIN54, etc.3.98e-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.
TEAD4MVAProstateHealthyVPS13A,SMURF2,LIN54, etc.4.38e-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
TEAD4SNVMissense_Mutationnovelc.604N>Tp.Pro202Serp.P202Sprotein_codingtolerated(0.36)benign(0.005)TCGA-A1-A0SO-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapySD
TEAD4SNVMissense_Mutationc.791N>Tp.Ala264Valp.A264Vprotein_codingdeleterious(0.04)benign(0.021)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TEAD4SNVMissense_Mutationrs777338239c.92N>Gp.Leu31Argp.L31Rprotein_codingtolerated(0.53)possibly_damaging(0.454)TCGA-C8-A133-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
TEAD4SNVMissense_Mutationc.978N>Cp.Met326Ilep.M326Iprotein_codingtolerated(0.06)benign(0.176)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
TEAD4SNVMissense_Mutationnovelc.816N>Gp.Asp272Glup.D272Eprotein_codingtolerated(0.11)possibly_damaging(0.622)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
TEAD4insertionFrame_Shift_Insnovelc.490_491insCACAGAATCCTCACCCCACAAATCCGCTTAGGATGGGCAGp.Gln164ProfsTer26p.Q164Pfs*26protein_codingTCGA-A2-A0CU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
TEAD4insertionFrame_Shift_Insnovelc.463_464insTAATTAATAAAATGACAGATAATGTCTCTGTAAGCTCTp.Gly155ValfsTer36p.G155Vfs*36protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
TEAD4SNVMissense_Mutationrs376160263c.106N>Ap.Asp36Asnp.D36Nprotein_codingtolerated(0.08)benign(0.144)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
TEAD4SNVMissense_Mutationc.227N>Tp.Gly76Valp.G76Vprotein_codingdeleterious(0)probably_damaging(0.998)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TEAD4SNVMissense_Mutationc.733C>Tp.His245Tyrp.H245Yprotein_codingdeleterious(0)probably_damaging(0.993)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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