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: ZNF101

Gene summary for ZNF101

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF101

Gene ID

94039

Gene namezinc finger protein 101
Gene AliasHZF12
Cytomap19p13.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q8IZC7


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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
94039ZNF101HCC1_MengHumanLiverHCC1.41e-05-1.56e-020.0246
94039ZNF101HCC1HumanLiverHCC7.91e-151.98e+000.5336
94039ZNF101HCC2HumanLiverHCC1.85e-222.61e+000.5341
94039ZNF101HCC5HumanLiverHCC1.65e-192.04e+000.4932
94039ZNF101S015HumanLiverHCC2.10e-042.28e-010.2375
94039ZNF101S016HumanLiverHCC2.77e-031.10e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
ZNF101CTColorectumHealthyZDHHC8,HELZ2,SLC25A34, etc.1.03e-01The 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.
ZNF101TH1ColorectumADRHEX,GPM6A,AHDC1, etc.1.97e-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.
ZNF101TREGColorectumMSI-HRHEX,GPM6A,AHDC1, etc.8.83e-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.
ZNF101TREGColorectumSERRHEX,GPM6A,AHDC1, etc.4.99e-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.
ZNF101STMLiverNAFLDMAPK10,EPS8L3,ARGFX, 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.
ZNF101TREGStomachADJFOXP3,HDAC5,GIMAP7, etc.9.89e-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.
ZNF101MAITStomachADJFOXP3,HDAC5,GIMAP7, etc.5.12e-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.
ZNF101GCStomachCAGFOXP3,HDAC5,GIMAP7, etc.1.88e-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.
ZNF101CD8TEXPStomachCAG with IMFOXP3,HDAC5,GIMAP7, etc.1.94e-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.
ZNF101TH17StomachCSGFOXP3,HDAC5,GIMAP7, etc.2.50e-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.
∗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
ZNF101SNVMissense_Mutationc.553N>Gp.Gln185Glup.Q185EQ8IZC7protein_codingdeleterious(0.02)benign(0.403)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF101SNVMissense_Mutationc.476N>Ap.Arg159Hisp.R159HQ8IZC7protein_codingtolerated(1)benign(0)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ZNF101SNVMissense_Mutationc.1025N>Cp.Lys342Thrp.K342TQ8IZC7protein_codingtolerated(0.14)benign(0.276)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF101SNVMissense_Mutationc.1100N>Tp.Glu367Valp.E367VQ8IZC7protein_codingdeleterious(0.02)possibly_damaging(0.589)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF101SNVMissense_Mutationrs144162757c.805N>Tp.Arg269Trpp.R269WQ8IZC7protein_codingdeleterious(0)benign(0.007)TCGA-E2-A3DX-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
ZNF101SNVMissense_Mutationrs551033773c.98N>Tp.Thr33Metp.T33MQ8IZC7protein_codingtolerated(1)benign(0)TCGA-OL-A66O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
ZNF101insertionFrame_Shift_Insnovelc.183_184insGGGGCp.Lys62GlyfsTer4p.K62Gfs*4Q8IZC7protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ZNF101insertionIn_Frame_Insnovelc.184_185insTCGTGGGCCAGGTACp.Lys62delinsIleValGlyGlnValGlnp.K62delinsIVGQVQQ8IZC7protein_codingTCGA-E9-A1NC-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ZNF101SNVMissense_Mutationnovelc.651N>Cp.Lys217Asnp.K217NQ8IZC7protein_codingdeleterious(0.02)benign(0.334)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF101SNVMissense_Mutationrs373338300c.670C>Tp.Arg224Cysp.R224CQ8IZC7protein_codingdeleterious(0)benign(0.445)TCGA-EA-A97N-01Cervixcervical & endocervical cancerFemale<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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