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: GTF2H2C

Gene summary for GTF2H2C

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GTF2H2C

Gene ID

728340

Gene nameGTF2H2 family member C
Gene AliasGTF2H2C_2
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q6P1K8


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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
728340GTF2H2CLZE7THumanEsophagusESCC2.56e-052.13e-010.0667
728340GTF2H2CLZE20THumanEsophagusESCC3.16e-031.42e-010.0662
728340GTF2H2CLZE24THumanEsophagusESCC2.20e-041.64e-010.0596
728340GTF2H2CLZE21THumanEsophagusESCC6.52e-032.06e-010.0655
728340GTF2H2CLZE6THumanEsophagusESCC1.62e-021.56e-010.0845
728340GTF2H2CP2T-EHumanEsophagusESCC4.24e-183.19e-010.1177
728340GTF2H2CP4T-EHumanEsophagusESCC4.90e-051.57e-010.1323
728340GTF2H2CP5T-EHumanEsophagusESCC3.97e-041.33e-010.1327
728340GTF2H2CP9T-EHumanEsophagusESCC3.05e-031.22e-010.1131
728340GTF2H2CP10T-EHumanEsophagusESCC8.40e-041.20e-010.116
728340GTF2H2CP11T-EHumanEsophagusESCC1.13e-063.22e-010.1426
728340GTF2H2CP12T-EHumanEsophagusESCC2.93e-152.93e-010.1122
728340GTF2H2CP15T-EHumanEsophagusESCC1.35e-041.35e-010.1149
728340GTF2H2CP16T-EHumanEsophagusESCC4.44e-081.66e-010.1153
728340GTF2H2CP17T-EHumanEsophagusESCC2.68e-031.90e-010.1278
728340GTF2H2CP19T-EHumanEsophagusESCC7.48e-032.17e-010.1662
728340GTF2H2CP20T-EHumanEsophagusESCC1.73e-122.50e-010.1124
728340GTF2H2CP21T-EHumanEsophagusESCC2.05e-071.81e-010.1617
728340GTF2H2CP23T-EHumanEsophagusESCC3.88e-041.26e-010.108
728340GTF2H2CP24T-EHumanEsophagusESCC8.40e-041.02e-010.1287
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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
∗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:00062891EsophagusESCCnucleotide-excision repair42/855260/187231.18e-048.14e-0442
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0342022EsophagusESCCNucleotide excision repair54/420563/84652.01e-092.17e-081.11e-0854
hsa0520325EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa030222EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
hsa0342032EsophagusESCCNucleotide excision repair54/420563/84652.01e-092.17e-081.11e-0854
hsa0520335EsophagusESCCViral carcinogenesis137/4205204/84652.47e-071.88e-069.62e-07137
hsa0302211EsophagusESCCBasal transcription factors35/420545/84651.01e-044.06e-042.08e-0435
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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
GTF2H2CSNVMissense_Mutationrs748344238c.29G>Ap.Arg10Glnp.R10QQ6P1K8protein_codingtolerated(0.07)probably_damaging(0.974)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF2H2CSNVMissense_Mutationnovelc.376A>Cp.Lys126Glnp.K126QQ6P1K8protein_codingtolerated(0.12)benign(0.056)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GTF2H2CSNVMissense_Mutationnovelc.305N>Cp.Ser102Thrp.S102TQ6P1K8protein_codingdeleterious(0.02)probably_damaging(0.992)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GTF2H2CSNVMissense_Mutationrs756750605c.422N>Ap.Gly141Glup.G141EQ6P1K8protein_codingdeleterious(0)probably_damaging(0.998)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GTF2H2CSNVMissense_Mutationnovelc.20N>Tp.Arg7Ilep.R7IQ6P1K8protein_codingdeleterious(0)benign(0.251)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GTF2H2CSNVMissense_Mutationc.404N>Cp.Val135Alap.V135AQ6P1K8protein_codingtolerated(0.6)benign(0.012)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
GTF2H2CSNVMissense_Mutationnovelc.41G>Tp.Gly14Valp.G14VQ6P1K8protein_codingdeleterious(0.05)possibly_damaging(0.89)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
GTF2H2CSNVMissense_Mutationnovelc.122N>Tp.Ala41Valp.A41VQ6P1K8protein_codingdeleterious(0.02)benign(0.153)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GTF2H2CSNVMissense_Mutationnovelc.320N>Gp.Ile107Serp.I107SQ6P1K8protein_codingdeleterious(0)probably_damaging(0.991)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
GTF2H2CinsertionFrame_Shift_Insnovelc.42_43insAGp.Tyr15SerfsTer21p.Y15Sfs*21Q6P1K8protein_codingTCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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