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: THAP7

Gene summary for THAP7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THAP7

Gene ID

80764

Gene nameTHAP domain containing 7
Gene AliasTHAP7
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q9BT49


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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
80764THAP7LZE4THumanEsophagusESCC1.44e-071.94e-010.0811
80764THAP7LZE7THumanEsophagusESCC1.06e-064.54e-010.0667
80764THAP7LZE8THumanEsophagusESCC5.04e-082.80e-010.067
80764THAP7LZE22D1HumanEsophagusHGIN5.94e-052.07e-010.0595
80764THAP7LZE24THumanEsophagusESCC4.58e-216.27e-010.0596
80764THAP7LZE21THumanEsophagusESCC1.30e-022.98e-010.0655
80764THAP7LZE6THumanEsophagusESCC3.48e-072.44e-010.0845
80764THAP7P1T-EHumanEsophagusESCC3.09e-073.64e-010.0875
80764THAP7P2T-EHumanEsophagusESCC2.90e-224.06e-010.1177
80764THAP7P4T-EHumanEsophagusESCC1.99e-276.97e-010.1323
80764THAP7P5T-EHumanEsophagusESCC4.45e-306.53e-010.1327
80764THAP7P8T-EHumanEsophagusESCC1.18e-153.11e-010.0889
80764THAP7P9T-EHumanEsophagusESCC2.13e-144.54e-010.1131
80764THAP7P10T-EHumanEsophagusESCC3.70e-468.99e-010.116
80764THAP7P11T-EHumanEsophagusESCC6.66e-167.00e-010.1426
80764THAP7P12T-EHumanEsophagusESCC1.59e-285.05e-010.1122
80764THAP7P15T-EHumanEsophagusESCC2.22e-193.86e-010.1149
80764THAP7P16T-EHumanEsophagusESCC1.03e-295.93e-010.1153
80764THAP7P17T-EHumanEsophagusESCC2.30e-104.80e-010.1278
80764THAP7P19T-EHumanEsophagusESCC7.36e-105.56e-010.1662
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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
∗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:00310567Oral cavityOSCCregulation of histone modification94/7305152/187239.57e-091.99e-0794
GO:20007563Oral cavityOSCCregulation of peptidyl-lysine acetylation43/730563/187232.43e-063.06e-0543
GO:19019834Oral cavityOSCCregulation of protein acetylation49/730577/187231.05e-051.10e-0449
GO:20007573Oral cavityOSCCnegative regulation of peptidyl-lysine acetylation17/730520/187233.21e-052.90e-0417
GO:00350652Oral cavityOSCCregulation of histone acetylation36/730554/187233.55e-053.17e-0436
GO:19019843Oral cavityOSCCnegative regulation of protein acetylation19/730524/187237.18e-055.67e-0419
GO:0035067Oral cavityOSCCnegative regulation of histone acetylation14/730516/187239.15e-056.93e-0414
GO:00310573Oral cavityOSCCnegative regulation of histone modification28/730546/187232.19e-039.95e-0328
GO:001820513Oral cavityLPpeptidyl-lysine modification136/4623376/187233.64e-071.06e-05136
GO:004354312Oral cavityLPprotein acylation93/4623243/187231.65e-063.86e-0593
GO:001839412Oral cavityLPpeptidyl-lysine acetylation68/4623169/187235.60e-061.11e-0468
GO:000647312Oral cavityLPprotein acetylation78/4623201/187236.06e-061.20e-0478
GO:000647512Oral cavityLPinternal protein amino acid acetylation63/4623160/187232.70e-054.29e-0463
GO:001839312Oral cavityLPinternal peptidyl-lysine acetylation62/4623158/187233.52e-055.26e-0462
GO:001657312Oral cavityLPhistone acetylation60/4623152/187233.80e-055.61e-0460
GO:001657014Oral cavityLPhistone modification152/4623463/187234.04e-055.90e-04152
GO:190198411Oral cavityLPnegative regulation of protein acetylation15/462324/187239.48e-051.18e-0315
GO:200075711Oral cavityLPnegative regulation of peptidyl-lysine acetylation13/462320/187231.59e-041.79e-0313
GO:003105613Oral cavityLPregulation of histone modification55/4623152/187231.01e-038.48e-0355
GO:00350671Oral cavityLPnegative regulation of histone acetylation10/462316/187231.48e-031.16e-0210
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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
∗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
THAP7SNVMissense_Mutationrs755408769c.392N>Ap.Arg131Glnp.R131QQ9BT49protein_codingtolerated(0.69)benign(0)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
THAP7SNVMissense_Mutationrs754815287c.667G>Ap.Gly223Argp.G223RQ9BT49protein_codingtolerated(0.08)probably_damaging(0.998)TCGA-A1-A0SP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
THAP7SNVMissense_Mutationc.832G>Cp.Glu278Glnp.E278QQ9BT49protein_codingtolerated(0.07)probably_damaging(0.932)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
THAP7SNVMissense_Mutationnovelc.386N>Gp.Glu129Glyp.E129GQ9BT49protein_codingtolerated(0.1)benign(0)TCGA-AO-A0J3-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamideSD
THAP7SNVMissense_Mutationrs755408769c.392G>Cp.Arg131Prop.R131PQ9BT49protein_codingtolerated(0.29)benign(0)TCGA-C5-A8XJ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
THAP7SNVMissense_Mutationc.572N>Ap.Cys191Tyrp.C191YQ9BT49protein_codingtolerated(0.27)benign(0)TCGA-EK-A2GZ-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
THAP7SNVMissense_Mutationrs755408769c.392N>Ap.Arg131Glnp.R131QQ9BT49protein_codingtolerated(0.69)benign(0)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
THAP7SNVMissense_Mutationnovelc.161G>Tp.Trp54Leup.W54LQ9BT49protein_codingdeleterious(0)probably_damaging(0.982)TCGA-VS-A94X-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
THAP7SNVMissense_Mutationrs755408769c.392N>Ap.Arg131Glnp.R131QQ9BT49protein_codingtolerated(0.69)benign(0)TCGA-ZJ-AAXU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
THAP7deletionFrame_Shift_Delc.343delNp.Ala115LeufsTer156p.A115Lfs*156Q9BT49protein_codingTCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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