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: ZNHIT2

Gene summary for ZNHIT2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNHIT2

Gene ID

741

Gene namezinc finger HIT-type containing 2
Gene AliasC11orf5
Cytomap11q13.1
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q9UHR6


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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
741ZNHIT2cirrhotic3HumanLiverCirrhotic6.00e-048.46e-020.0215
741ZNHIT2HCC2HumanLiverHCC2.53e-063.87e+000.5341
741ZNHIT2S014HumanLiverHCC4.44e-206.72e-010.2254
741ZNHIT2S015HumanLiverHCC1.90e-196.21e-010.2375
741ZNHIT2S016HumanLiverHCC3.04e-287.77e-010.2243
741ZNHIT2S027HumanLiverHCC6.96e-044.71e-010.2446
741ZNHIT2S028HumanLiverHCC2.18e-175.88e-010.2503
741ZNHIT2S029HumanLiverHCC2.53e-238.83e-010.2581
741ZNHIT2C04HumanOral cavityOSCC1.55e-116.09e-010.2633
741ZNHIT2C21HumanOral cavityOSCC6.50e-371.29e+000.2678
741ZNHIT2C30HumanOral cavityOSCC6.89e-095.82e-010.3055
741ZNHIT2C43HumanOral cavityOSCC3.38e-153.38e-010.1704
741ZNHIT2C46HumanOral cavityOSCC2.16e-072.90e-010.1673
741ZNHIT2C57HumanOral cavityOSCC2.10e-042.90e-010.1679
741ZNHIT2C08HumanOral cavityOSCC4.01e-133.37e-010.1919
741ZNHIT2LN22HumanOral cavityOSCC1.33e-035.55e-010.1733
741ZNHIT2LN46HumanOral cavityOSCC2.33e-032.46e-010.1666
741ZNHIT2SYSMH1HumanOral cavityOSCC3.01e-092.63e-010.1127
741ZNHIT2SYSMH2HumanOral cavityOSCC3.43e-093.44e-010.2326
741ZNHIT2SYSMH3HumanOral cavityOSCC2.45e-255.87e-010.2442
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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
∗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
∗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
ZNHIT2deletionFrame_Shift_Delnovelc.737delGp.Gly246AlafsTer114p.G246Afs*114Q9UHR6protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
ZNHIT2SNVMissense_Mutationc.619N>Cp.Val207Leup.V207LQ9UHR6protein_codingtolerated(0.16)benign(0)TCGA-CK-6746-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNHIT2SNVMissense_Mutationnovelc.1112N>Cp.Val371Alap.V371AQ9UHR6protein_codingtolerated(1)benign(0)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
ZNHIT2SNVMissense_Mutationnovelc.1129G>Ap.Ala377Thrp.A377TQ9UHR6protein_codingtolerated(0.18)benign(0.003)TCGA-AJ-A3OK-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIChemotherapycarboplatinCR
ZNHIT2SNVMissense_Mutationnovelc.109N>Gp.Thr37Alap.T37AQ9UHR6protein_codingtolerated(1)benign(0)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNHIT2SNVMissense_Mutationrs144753523c.1055N>Tp.Ala352Valp.A352VQ9UHR6protein_codingtolerated(0.27)benign(0)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
ZNHIT2SNVMissense_Mutationnovelc.1156N>Cp.Trp386Argp.W386RQ9UHR6protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AX-A3FT-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNHIT2SNVMissense_Mutationc.720C>Gp.Phe240Leup.F240LQ9UHR6protein_codingtolerated(0.11)benign(0.003)TCGA-BG-A0MI-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZNHIT2SNVMissense_Mutationnovelc.249N>Cp.Glu83Aspp.E83DQ9UHR6protein_codingtolerated(0.66)benign(0)TCGA-BG-A220-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZNHIT2SNVMissense_Mutationnovelc.125N>Tp.Ala42Valp.A42VQ9UHR6protein_codingdeleterious(0)benign(0.046)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
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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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