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: THAP4

Gene summary for THAP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

THAP4

Gene ID

51078

Gene nameTHAP domain containing 4
Gene AliasCGI-36
Cytomap2q37.3
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

Q8WY91


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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
51078THAP4LZE4THumanEsophagusESCC2.14e-034.90e-020.0811
51078THAP4LZE8THumanEsophagusESCC7.70e-071.83e-010.067
51078THAP4LZE20THumanEsophagusESCC1.24e-036.37e-020.0662
51078THAP4LZE22THumanEsophagusESCC2.61e-024.28e-010.068
51078THAP4LZE24THumanEsophagusESCC7.71e-206.50e-010.0596
51078THAP4P1T-EHumanEsophagusESCC3.86e-095.77e-010.0875
51078THAP4P2T-EHumanEsophagusESCC7.42e-174.27e-010.1177
51078THAP4P4T-EHumanEsophagusESCC1.16e-153.53e-010.1323
51078THAP4P5T-EHumanEsophagusESCC4.52e-184.60e-010.1327
51078THAP4P8T-EHumanEsophagusESCC1.26e-223.98e-010.0889
51078THAP4P9T-EHumanEsophagusESCC1.25e-193.88e-010.1131
51078THAP4P10T-EHumanEsophagusESCC7.65e-163.14e-010.116
51078THAP4P11T-EHumanEsophagusESCC4.46e-145.83e-010.1426
51078THAP4P12T-EHumanEsophagusESCC7.36e-234.98e-010.1122
51078THAP4P15T-EHumanEsophagusESCC2.36e-398.66e-010.1149
51078THAP4P16T-EHumanEsophagusESCC1.33e-233.74e-010.1153
51078THAP4P17T-EHumanEsophagusESCC1.27e-043.62e-010.1278
51078THAP4P19T-EHumanEsophagusESCC1.24e-046.34e-010.1662
51078THAP4P20T-EHumanEsophagusESCC1.11e-194.75e-010.1124
51078THAP4P21T-EHumanEsophagusESCC4.49e-337.45e-010.1617
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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
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:200105717EsophagusESCCreactive nitrogen species metabolic process50/855282/187233.76e-031.53e-0250
GO:19016051LiverCirrhoticalpha-amino acid metabolic process82/4634195/187237.72e-082.30e-0682
GO:000652011LiverCirrhoticcellular amino acid metabolic process103/4634284/187238.88e-061.30e-04103
GO:200105712LiverCirrhoticreactive nitrogen species metabolic process34/463482/187236.36e-044.85e-0334
GO:19016052LiverHCCalpha-amino acid metabolic process124/7958195/187232.07e-095.79e-08124
GO:00065202LiverHCCcellular amino acid metabolic process167/7958284/187231.91e-084.56e-07167
GO:200105722LiverHCCreactive nitrogen species metabolic process51/795882/187232.50e-041.86e-0351
GO:200105715Oral cavityOSCCreactive nitrogen species metabolic process43/730582/187239.20e-033.30e-0243
GO:200105718ThyroidPTCreactive nitrogen species metabolic process38/596882/187234.25e-032.02e-0238
GO:200105724ThyroidATCreactive nitrogen species metabolic process40/629382/187233.13e-031.41e-0240
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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
THAP4SNVMissense_Mutationnovelc.1715N>Gp.Tyr572Cysp.Y572CQ8WY91protein_codingdeleterious(0)probably_damaging(1)TCGA-AR-A2LH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinPD
THAP4SNVMissense_Mutationrs779736769c.967N>Ap.Ala323Thrp.A323TQ8WY91protein_codingtolerated_low_confidence(0.11)possibly_damaging(0.448)TCGA-EA-A4BA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinCR
THAP4SNVMissense_Mutationrs775668991c.518N>Ap.Arg173Glnp.R173QQ8WY91protein_codingdeleterious_low_confidence(0.05)benign(0.043)TCGA-A6-6654-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyoxaliplatinSD
THAP4SNVMissense_Mutationc.581C>Tp.Ala194Valp.A194VQ8WY91protein_codingdeleterious_low_confidence(0.01)benign(0.003)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
THAP4SNVMissense_Mutationc.206N>Ap.Leu69Glnp.L69QQ8WY91protein_codingtolerated_low_confidence(0.19)probably_damaging(0.999)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
THAP4SNVMissense_Mutationc.772N>Tp.Arg258Cysp.R258CQ8WY91protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
THAP4SNVMissense_Mutationrs770030779c.1591N>Ap.Ala531Thrp.A531TQ8WY91protein_codingdeleterious(0.02)possibly_damaging(0.835)TCGA-CM-6676-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
THAP4SNVMissense_Mutationnovelc.851N>Ap.Pro284Hisp.P284HQ8WY91protein_codingdeleterious_low_confidence(0)possibly_damaging(0.533)TCGA-AJ-A3BH-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
THAP4SNVMissense_Mutationnovelc.1667N>Ap.Ser556Tyrp.S556YQ8WY91protein_codingtolerated(0.22)probably_damaging(0.974)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
THAP4SNVMissense_Mutationc.428N>Tp.Arg143Metp.R143MQ8WY91protein_codingdeleterious_low_confidence(0.01)benign(0.275)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=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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