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: HIC2

Gene summary for HIC2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HIC2

Gene ID

23119

Gene nameHIC ZBTB transcriptional repressor 2
Gene AliasHRG22
Cytomap22q11.21
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q96JB3


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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
23119HIC2LZE7THumanEsophagusESCC2.48e-053.58e-010.0667
23119HIC2LZE24THumanEsophagusESCC3.07e-051.08e-010.0596
23119HIC2P1T-EHumanEsophagusESCC3.06e-033.24e-010.0875
23119HIC2P2T-EHumanEsophagusESCC2.65e-171.04e-010.1177
23119HIC2P4T-EHumanEsophagusESCC4.00e-122.98e-010.1323
23119HIC2P5T-EHumanEsophagusESCC4.12e-025.54e-020.1327
23119HIC2P8T-EHumanEsophagusESCC5.47e-046.91e-020.0889
23119HIC2P9T-EHumanEsophagusESCC4.72e-041.93e-010.1131
23119HIC2P10T-EHumanEsophagusESCC5.48e-112.16e-010.116
23119HIC2P11T-EHumanEsophagusESCC4.31e-032.10e-010.1426
23119HIC2P12T-EHumanEsophagusESCC7.38e-102.32e-010.1122
23119HIC2P15T-EHumanEsophagusESCC1.65e-036.95e-020.1149
23119HIC2P16T-EHumanEsophagusESCC6.25e-101.40e-010.1153
23119HIC2P21T-EHumanEsophagusESCC2.05e-093.53e-010.1617
23119HIC2P22T-EHumanEsophagusESCC3.76e-048.21e-020.1236
23119HIC2P23T-EHumanEsophagusESCC2.08e-062.35e-010.108
23119HIC2P24T-EHumanEsophagusESCC3.97e-055.76e-020.1287
23119HIC2P26T-EHumanEsophagusESCC4.75e-243.66e-010.1276
23119HIC2P27T-EHumanEsophagusESCC7.79e-081.99e-010.1055
23119HIC2P28T-EHumanEsophagusESCC1.79e-236.08e-010.1149
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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
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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
HIC2MSC.MVAOral cavityHealthyCSF3,TSPAN15,RRP12, etc.1.54e-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.
HIC2PVAOral cavityNEOLPCSF3,TSPAN15,RRP12, etc.1.72e-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.
HIC2CD8TCMPancreasADJMCOLN2,RHEBL1,ITGA6, etc.0.00e+00The 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.
HIC2TREGPancreasADJMCOLN2,RHEBL1,ITGA6, etc.0.00e+00The 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.
HIC2PLAPancreasADJMCOLN2,RHEBL1,ITGA6, etc.5.01e-03The 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.
HIC2CD8TRMPancreasHealthyMCOLN2,RHEBL1,ITGA6, etc.2.15e-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.
HIC2CD8TEREXPancreasPanINMCOLN2,RHEBL1,ITGA6, etc.3.82e-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.
HIC2CD8TEXPPancreasPDACMCOLN2,RHEBL1,ITGA6, etc.2.89e-04The 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.
HIC2M1MACPancreasPDACMCOLN2,RHEBL1,ITGA6, etc.5.33e-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.
HIC2PLAPancreasPDACMCOLN2,RHEBL1,ITGA6, etc.8.57e-04The 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
HIC2SNVMissense_Mutationnovelc.1805N>Cp.Arg602Prop.R602PQ96JB3protein_codingdeleterious(0)possibly_damaging(0.831)TCGA-A2-A3XU-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexPD
HIC2SNVMissense_Mutationnovelc.1706G>Ap.Arg569Hisp.R569HQ96JB3protein_codingdeleterious(0)probably_damaging(0.91)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HIC2SNVMissense_Mutationrs561071418c.808G>Ap.Ala270Thrp.A270TQ96JB3protein_codingtolerated(0.6)benign(0)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
HIC2SNVMissense_Mutationc.1742G>Ap.Arg581Hisp.R581HQ96JB3protein_codingdeleterious(0)probably_damaging(0.95)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HIC2SNVMissense_Mutationrs371166847c.545N>Ap.Arg182Hisp.R182HQ96JB3protein_codingtolerated(0.26)benign(0.003)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
HIC2SNVMissense_Mutationnovelc.899N>Ap.Gly300Aspp.G300DQ96JB3protein_codingtolerated(0.18)benign(0.028)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
HIC2SNVMissense_Mutationnovelc.1769N>Gp.Glu590Glyp.E590GQ96JB3protein_codingdeleterious(0)benign(0.396)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
HIC2SNVMissense_Mutationrs764207081c.47G>Ap.Arg16Hisp.R16HQ96JB3protein_codingtolerated_low_confidence(0.24)benign(0.001)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
HIC2SNVMissense_Mutationrs200393389c.1783N>Ap.Gly595Argp.G595RQ96JB3protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
HIC2SNVMissense_Mutationc.1657N>Tp.Arg553Trpp.R553WQ96JB3protein_codingdeleterious(0)probably_damaging(0.91)TCGA-CK-4951-01Colorectumcolon 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
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