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: TEAD1

Gene summary for TEAD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TEAD1

Gene ID

7003

Gene nameTEA domain transcription factor 1
Gene AliasAA
Cytomap11p15.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P28347


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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
7003TEAD1CA_HPV_1HumanCervixCC3.29e-03-1.59e-010.0264
7003TEAD1CCI_2HumanCervixCC7.48e-111.72e+000.5249
7003TEAD1CCI_3HumanCervixCC6.12e-111.03e+000.516
7003TEAD1H2HumanCervixHSIL_HPV1.31e-032.81e-010.0632
7003TEAD1HTA11_3410_2000001011HumanColorectumAD3.86e-12-4.96e-010.0155
7003TEAD1HTA11_2487_2000001011HumanColorectumSER1.82e-10-5.53e-01-0.1808
7003TEAD1HTA11_2951_2000001011HumanColorectumAD8.41e-04-5.93e-010.0216
7003TEAD1HTA11_347_2000001011HumanColorectumAD1.09e-03-3.67e-01-0.1954
7003TEAD1HTA11_3361_2000001011HumanColorectumAD7.47e-06-5.25e-01-0.1207
7003TEAD1HTA11_83_2000001011HumanColorectumSER1.20e-06-4.55e-01-0.1526
7003TEAD1HTA11_696_2000001011HumanColorectumAD4.07e-09-4.43e-01-0.1464
7003TEAD1HTA11_866_2000001011HumanColorectumAD9.84e-11-4.68e-01-0.1001
7003TEAD1HTA11_2992_2000001011HumanColorectumSER4.46e-04-7.94e-01-0.1706
7003TEAD1HTA11_5212_2000001011HumanColorectumAD6.31e-07-7.93e-01-0.2061
7003TEAD1HTA11_5216_2000001011HumanColorectumSER3.28e-05-9.09e-01-0.1462
7003TEAD1HTA11_7862_2000001011HumanColorectumAD9.46e-06-6.36e-01-0.0179
7003TEAD1HTA11_866_3004761011HumanColorectumAD9.75e-05-3.72e-010.096
7003TEAD1HTA11_4255_2000001011HumanColorectumSER2.06e-03-4.23e-010.0446
7003TEAD1HTA11_8622_2000001021HumanColorectumSER1.72e-03-6.62e-010.0528
7003TEAD1HTA11_10623_2000001011HumanColorectumAD4.40e-03-4.46e-01-0.0177
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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
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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
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:00616148CervixCCpri-miRNA transcription by RNA polymerase II20/231155/187234.22e-061.09e-0420
GO:19028938CervixCCregulation of pri-miRNA transcription by RNA polymerase II19/231154/187231.27e-052.60e-0419
GO:19028955CervixCCpositive regulation of pri-miRNA transcription by RNA polymerase II15/231142/187238.42e-051.13e-0315
GO:00353294CervixCChippo signaling12/231140/187232.44e-031.71e-0212
GO:190289513CervixHSIL_HPVpositive regulation of pri-miRNA transcription by RNA polymerase II7/73742/187231.15e-031.38e-027
GO:006161414CervixHSIL_HPVpri-miRNA transcription by RNA polymerase II8/73755/187231.31e-031.51e-028
GO:190289314CervixHSIL_HPVregulation of pri-miRNA transcription by RNA polymerase II7/73754/187235.04e-034.12e-027
GO:0061614ColorectumADpri-miRNA transcription by RNA polymerase II24/391855/187231.22e-041.78e-0324
GO:1902893ColorectumADregulation of pri-miRNA transcription by RNA polymerase II23/391854/187232.60e-043.25e-0323
GO:1902895ColorectumADpositive regulation of pri-miRNA transcription by RNA polymerase II17/391842/187233.10e-032.30e-0217
GO:0048568ColorectumADembryonic organ development112/3918427/187234.60e-033.14e-02112
GO:00616141ColorectumSERpri-miRNA transcription by RNA polymerase II18/289755/187231.11e-031.28e-0218
GO:19028931ColorectumSERregulation of pri-miRNA transcription by RNA polymerase II17/289754/187232.42e-032.30e-0217
GO:00616142ColorectumMSSpri-miRNA transcription by RNA polymerase II19/346755/187233.47e-032.59e-0219
GO:00485681ColorectumMSSembryonic organ development100/3467427/187236.00e-034.03e-02100
GO:19028932ColorectumMSSregulation of pri-miRNA transcription by RNA polymerase II18/346754/187236.70e-034.38e-0218
GO:00616143ColorectumFAPpri-miRNA transcription by RNA polymerase II21/262255/187237.50e-062.25e-0421
GO:19028933ColorectumFAPregulation of pri-miRNA transcription by RNA polymerase II20/262254/187232.09e-055.05e-0420
GO:19028951ColorectumFAPpositive regulation of pri-miRNA transcription by RNA polymerase II14/262242/187231.20e-031.14e-0214
GO:00485682ColorectumFAPembryonic organ development79/2622427/187235.32e-033.49e-0279
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa043908CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa0439013CervixCCHippo signaling pathway40/1267157/84653.64e-041.82e-031.07e-0340
hsa04390ColorectumMSSHippo signaling pathway48/1875157/84658.32e-033.10e-021.90e-0248
hsa043901ColorectumMSSHippo signaling pathway48/1875157/84658.32e-033.10e-021.90e-0248
hsa043902ColorectumFAPHippo signaling pathway41/1404157/84651.49e-037.91e-034.81e-0341
hsa043903ColorectumFAPHippo signaling pathway41/1404157/84651.49e-037.91e-034.81e-0341
hsa043904ColorectumCRCHippo signaling pathway32/1091157/84655.17e-032.72e-021.84e-0232
hsa043905ColorectumCRCHippo signaling pathway32/1091157/84655.17e-032.72e-021.84e-0232
hsa043909EndometriumAEHHippo signaling pathway38/1197157/84654.79e-043.38e-032.47e-0338
hsa0439014EndometriumAEHHippo signaling pathway38/1197157/84654.79e-043.38e-032.47e-0338
hsa0439023EndometriumEECHippo signaling pathway39/1237157/84654.54e-043.47e-032.59e-0339
hsa0439033EndometriumEECHippo signaling pathway39/1237157/84654.54e-043.47e-032.59e-0339
hsa0439018EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa0439019EsophagusESCCHippo signaling pathway92/4205157/84651.46e-023.31e-021.69e-0292
hsa043907LungIACHippo signaling pathway35/1053157/84653.60e-043.45e-032.29e-0335
hsa0439012LungIACHippo signaling pathway35/1053157/84653.60e-043.45e-032.29e-0335
hsa0439022LungAISHippo signaling pathway34/961157/84651.36e-041.63e-031.05e-0334
hsa0439032LungAISHippo signaling pathway34/961157/84651.36e-041.63e-031.05e-0334
hsa0439041LungMIACHippo signaling pathway21/507157/84654.20e-047.19e-035.20e-0321
hsa0439051LungMIACHippo signaling pathway21/507157/84654.20e-047.19e-035.20e-0321
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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
TEAD1MYOFIBCervixADJMAP3K20,MALAT1,PDE8B, etc.3.97e-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.
TEAD1STMColorectumADJEPB41L2,MET,MACC1, etc.7.53e-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.
TEAD1STMColorectumFAPEPB41L2,MET,MACC1, etc.1.97e-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.
TEAD1ASCColorectumFAPEPB41L2,MET,MACC1, etc.2.80e-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.
TEAD1CTColorectumMSI-HABCA13,PLEKHM3,CDH18, etc.3.07e-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.
TEAD1TUFColorectumMSI-HABCA13,PLEKHM3,CDH18, etc.3.49e-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.
TEAD1TUFColorectumMSSABCA13,PLEKHM3,CDH18, etc.2.11e-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.
TEAD1INMONEsophagusADJRP11-98D18.3,ZNF48,BDKRB2, etc.3.09e-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.
TEAD1INCAFEsophagusESCCGAS6,PCDH7,MYH10, etc.2.87e-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.
TEAD1MYOFIBEsophagusESCCGAS6,PCDH7,MYH10, etc.2.76e-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
TEAD1SNVMissense_Mutationc.413N>Tp.Asn138Ilep.N138Iprotein_codingtolerated(0.08)benign(0.37)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TEAD1SNVMissense_Mutationnovelc.605C>Tp.Ser202Leup.S202Lprotein_codingtolerated(0.15)benign(0.087)TCGA-OL-A66L-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TEAD1deletionFrame_Shift_Delc.485delNp.Thr163GlnfsTer111p.T163Qfs*111protein_codingTCGA-A7-A26E-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanSD
TEAD1SNVMissense_Mutationc.307N>Tp.Arg103Cysp.R103Cprotein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
TEAD1SNVMissense_Mutationnovelc.1033N>Cp.Glu345Glnp.E345Qprotein_codingdeleterious(0)possibly_damaging(0.738)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
TEAD1SNVMissense_Mutationc.795N>Cp.Lys265Asnp.K265Nprotein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
TEAD1SNVMissense_Mutationc.370N>Ap.Ala124Thrp.A124Tprotein_codingtolerated(0.5)benign(0.003)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TEAD1SNVMissense_Mutationrs867734243c.251N>Tp.Thr84Metp.T84Mprotein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
TEAD1SNVMissense_Mutationc.404N>Tp.Ala135Valp.A135Vprotein_codingtolerated(0.54)benign(0.366)TCGA-F4-6856-01Colorectumcolon adenocarcinomaMale<65I/IIAncillaryleucovorinCR
TEAD1deletionFrame_Shift_Delc.916delTp.Tyr306MetfsTer3p.Y306Mfs*3protein_codingTCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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
7003TEAD1TRANSCRIPTION FACTOR, KINASE, TRANSCRIPTION FACTOR COMPLEXDEXAMETHASONEDEXAMETHASONE12207913
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