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: ZNF316

Gene summary for ZNF316

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF316

Gene ID

100131017

Gene namezinc finger protein 316
Gene AliasMZF-3
Cytomap7p22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A6NFI3


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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
100131017ZNF316HCC1_MengHumanLiverHCC3.34e-099.17e-030.0246
100131017ZNF316HCC2_MengHumanLiverHCC4.17e-035.02e-020.0107
100131017ZNF316HCC2HumanLiverHCC5.59e-142.84e+000.5341
100131017ZNF316S014HumanLiverHCC2.16e-031.96e-010.2254
100131017ZNF316S015HumanLiverHCC2.89e-053.14e-010.2375
100131017ZNF316S016HumanLiverHCC2.17e-031.91e-010.2243
100131017ZNF316S027HumanLiverHCC2.38e-064.89e-010.2446
100131017ZNF316S028HumanLiverHCC7.13e-135.38e-010.2503
100131017ZNF316S029HumanLiverHCC1.03e-073.74e-010.2581
100131017ZNF316male-WTAHumanThyroidPTC1.52e-121.85e-010.1037
100131017ZNF316PTC01HumanThyroidPTC4.34e-077.76e-020.1899
100131017ZNF316PTC03HumanThyroidPTC2.08e-072.15e-010.1784
100131017ZNF316PTC04HumanThyroidPTC3.93e-161.98e-010.1927
100131017ZNF316PTC05HumanThyroidPTC1.68e-234.74e-010.2065
100131017ZNF316PTC06HumanThyroidPTC5.75e-203.30e-010.2057
100131017ZNF316PTC07HumanThyroidPTC1.28e-202.56e-010.2044
100131017ZNF316ATC09HumanThyroidATC3.78e-051.86e-010.2871
100131017ZNF316ATC11HumanThyroidATC4.05e-034.49e-010.3386
100131017ZNF316ATC12HumanThyroidATC2.90e-121.99e-010.34
100131017ZNF316ATC13HumanThyroidATC3.96e-212.94e-010.34
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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
ZNF316CD8TEXBreastPrecancerAC008105.3,IFNG-AS1,COMTD1, etc.1.48e-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.
ZNF316CD8TEXINTColorectumCRCZNF808,CHCHD6,FBXL18, etc.3.21e-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.
ZNF316CD8TEXINTColorectumFAPZNF808,CHCHD6,FBXL18, etc.3.13e-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.
ZNF316TH17ColorectumHealthyZNF808,CHCHD6,FBXL18, etc.3.04e-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.
ZNF316TFHColorectumMSI-HZNF808,CHCHD6,FBXL18, 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.
ZNF316TH1ColorectumMSI-HZNF808,CHCHD6,FBXL18, 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.
ZNF316ILCColorectumMSI-HZNF808,CHCHD6,FBXL18, etc.1.45e-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.
ZNF316CD4TNColorectumMSI-HZNF808,CHCHD6,FBXL18, 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.
ZNF316ILCColorectumMSSZNF808,CHCHD6,FBXL18, etc.5.78e-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.
ZNF316LYMENDEndometriumAEHLAMC2,SGCD,MMP7, etc.7.51e-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
ZNF316SNVMissense_Mutationnovelc.664N>Tp.Pro222Serp.P222SA6NFI3protein_codingdeleterious(0.04)probably_damaging(0.97)TCGA-AC-A3W6-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
ZNF316SNVMissense_Mutationnovelc.1439N>Tp.Thr480Metp.T480MA6NFI3protein_codingdeleterious(0)probably_damaging(0.978)TCGA-EW-A6SA-01Breastbreast invasive carcinomaMale<65I/IIUnknownUnknownSD
ZNF316SNVMissense_Mutationrs566698996c.161N>Tp.Glu54Valp.E54VA6NFI3protein_codingtolerated_low_confidence(0.13)unknown(0)TCGA-AJ-A8CW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF316SNVMissense_Mutationnovelc.1301N>Ap.Cys434Tyrp.C434YA6NFI3protein_codingdeleterious(0)probably_damaging(0.994)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF316SNVMissense_Mutationnovelc.668N>Ap.Arg223Glnp.R223QA6NFI3protein_codingtolerated(0.24)benign(0.129)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF316SNVMissense_Mutationnovelc.722N>Tp.Thr241Metp.T241MA6NFI3protein_codingdeleterious(0)possibly_damaging(0.896)TCGA-AX-A1C5-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinSD
ZNF316SNVMissense_Mutationnovelc.303G>Tp.Gln101Hisp.Q101HA6NFI3protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.95)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
ZNF316SNVMissense_Mutationrs566698996c.161N>Tp.Glu54Valp.E54VA6NFI3protein_codingtolerated_low_confidence(0.13)unknown(0)TCGA-AX-A2HD-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
ZNF316SNVMissense_Mutationnovelc.239N>Gp.Asp80Glyp.D80GA6NFI3protein_codingtolerated_low_confidence(0.28)unknown(0)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF316SNVMissense_Mutationrs377600054c.317G>Ap.Arg106Hisp.R106HA6NFI3protein_codingtolerated_low_confidence(0.56)benign(0.001)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<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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