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: ZNF260

Gene summary for ZNF260

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF260

Gene ID

339324

Gene namezinc finger protein 260
Gene AliasOZRF1
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q3ZCT1


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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
339324ZNF260HCC1_MengHumanLiverHCC2.14e-211.08e-020.0246
339324ZNF260HCC2_MengHumanLiverHCC2.02e-05-1.38e-020.0107
339324ZNF260HCC1HumanLiverHCC1.37e-103.15e+000.5336
339324ZNF260HCC2HumanLiverHCC7.86e-183.63e+000.5341
339324ZNF260S028HumanLiverHCC6.00e-073.75e-010.2503
339324ZNF260S029HumanLiverHCC4.21e-083.76e-010.2581
339324ZNF260male-WTAHumanThyroidPTC9.70e-034.47e-020.1037
339324ZNF260PTC05HumanThyroidPTC2.81e-031.55e-010.2065
339324ZNF260PTC06HumanThyroidPTC2.25e-102.04e-010.2057
339324ZNF260PTC07HumanThyroidPTC5.44e-111.18e-010.2044
339324ZNF260ATC13HumanThyroidATC1.88e-991.92e+000.34
339324ZNF260ATC2HumanThyroidATC4.52e-046.22e-010.34
339324ZNF260ATC5HumanThyroidATC4.00e-1042.02e+000.34
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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
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
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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
ZNF260CD8TEREXLiverCirrhoticFAM129A,RAB18,ADK, etc.1.03e-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.
ZNF260TFHLiverHCCFAM129A,RAB18,ADK, etc.1.46e-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.
ZNF260INCAFOral cavityADJCGNL1,SUSD1,SPEF2, etc.7.07e-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.
ZNF260DUCT2PancreasPDACSUPT5H,SAMD4B,EID2, etc.7.62e-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.
ZNF260LYMENDStomachCSGKIF27,ANGPT1,INTS4, etc.5.19e-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.
ZNF260ICAFStomachSIMKIF27,ANGPT1,INTS4, etc.1.32e-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.
ZNF260MSCStomachSIMKIF27,ANGPT1,INTS4, etc.1.31e-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.
∗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
ZNF260SNVMissense_Mutationc.971N>Ap.Arg324Lysp.R324KQ3ZCT1protein_codingtolerated(0.08)possibly_damaging(0.644)TCGA-A2-A0CL-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanSD
ZNF260insertionIn_Frame_Insnovelc.187_188insGAAp.Val63delinsGlyMetp.V63delinsGMQ3ZCT1protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ZNF260insertionFrame_Shift_Insnovelc.185_186insCTTGAGGAGAGGTTTGGAGGTGCTGAGAp.Lys62AsnfsTer23p.K62Nfs*23Q3ZCT1protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
ZNF260insertionNonsense_Mutationnovelc.778_779insTGAAGGCTTAACCCTTTAGGGCTAAGATTAGTATATTCTAAAACTCp.Lys260MetfsTer4p.K260Mfs*4Q3ZCT1protein_codingTCGA-EW-A1PA-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ZNF260SNVMissense_Mutationc.838G>Cp.Glu280Glnp.E280QQ3ZCT1protein_codingtolerated(0.31)benign(0.061)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF260SNVMissense_Mutationc.1234N>Gp.His412Aspp.H412DQ3ZCT1protein_codingdeleterious_low_confidence(0.01)benign(0.351)TCGA-FU-A2QG-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF260SNVMissense_Mutationnovelc.661N>Ap.Glu221Lysp.E221KQ3ZCT1protein_codingtolerated(0.25)benign(0.038)TCGA-VS-A8EL-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF260SNVMissense_Mutationc.281N>Gp.Gln94Argp.Q94RQ3ZCT1protein_codingtolerated(0.22)benign(0.084)TCGA-A6-2677-01Colorectumcolon adenocarcinomaFemale>=65III/IVAncillaryleucovorinSD
ZNF260SNVMissense_Mutationnovelc.182N>Ap.Gly61Aspp.G61DQ3ZCT1protein_codingdeleterious(0.01)probably_damaging(1)TCGA-D5-6540-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF260SNVMissense_Mutationc.1148N>Tp.Thr383Ilep.T383IQ3ZCT1protein_codingdeleterious(0.01)benign(0.264)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<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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