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:00182057EsophagusHGINpeptidyl-lysine modification88/2587376/187232.99e-071.39e-0588
GO:00165708EsophagusHGINhistone modification92/2587463/187231.70e-043.30e-0392
GO:00064735EsophagusHGINprotein acetylation45/2587201/187236.17e-048.58e-0345
GO:00310568EsophagusHGINregulation of histone modification36/2587152/187237.06e-049.52e-0336
GO:00183945EsophagusHGINpeptidyl-lysine acetylation39/2587169/187237.46e-049.90e-0339
GO:00435435EsophagusHGINprotein acylation51/2587243/187231.33e-031.57e-0251
GO:00064755EsophagusHGINinternal protein amino acid acetylation36/2587160/187231.87e-032.01e-0236
GO:00310574EsophagusHGINnegative regulation of histone modification14/258746/187232.80e-032.74e-0214
GO:00183935EsophagusHGINinternal peptidyl-lysine acetylation35/2587158/187232.82e-032.75e-0235
GO:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:001839413EsophagusESCCpeptidyl-lysine acetylation123/8552169/187236.58e-132.94e-11123
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:001839313EsophagusESCCinternal peptidyl-lysine acetylation114/8552158/187231.16e-114.24e-10114
GO:000647513EsophagusESCCinternal protein amino acid acetylation115/8552160/187231.43e-115.08e-10115
GO:00165735EsophagusESCChistone acetylation110/8552152/187231.95e-116.81e-10110
GO:003105614EsophagusESCCregulation of histone modification106/8552152/187231.52e-093.55e-08106
GO:20007564EsophagusESCCregulation of peptidyl-lysine acetylation43/855263/187232.43e-041.50e-0343
GO:19019835EsophagusESCCregulation of protein acetylation49/855277/187231.12e-035.60e-0349
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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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