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: ZNF358

Gene summary for ZNF358

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF358

Gene ID

140467

Gene namezinc finger protein 358
Gene AliasZFEND
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NW07


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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
140467ZNF358HCC1_MengHumanLiverHCC4.24e-578.10e-020.0246
140467ZNF358HCC2_MengHumanLiverHCC6.05e-201.31e-010.0107
140467ZNF358cirrhotic2HumanLiverCirrhotic1.97e-029.78e-020.0201
140467ZNF358HCC1HumanLiverHCC1.50e-143.87e+000.5336
140467ZNF358HCC2HumanLiverHCC7.18e-092.57e+000.5341
140467ZNF358S015HumanLiverHCC1.65e-043.47e-010.2375
140467ZNF358S016HumanLiverHCC5.81e-062.70e-010.2243
140467ZNF358S027HumanLiverHCC2.62e-055.76e-010.2446
140467ZNF358S028HumanLiverHCC9.37e-104.77e-010.2503
140467ZNF358S029HumanLiverHCC1.12e-043.26e-010.2581
140467ZNF358C21HumanOral cavityOSCC8.25e-144.39e-010.2678
140467ZNF358C30HumanOral cavityOSCC3.19e-095.65e-010.3055
140467ZNF358C38HumanOral cavityOSCC4.03e-066.71e-010.172
140467ZNF358C43HumanOral cavityOSCC4.91e-111.74e-010.1704
140467ZNF358C08HumanOral cavityOSCC3.89e-347.12e-010.1919
140467ZNF358C09HumanOral cavityOSCC5.46e-053.05e-010.1431
140467ZNF358SYSMH1HumanOral cavityOSCC4.90e-062.59e-010.1127
140467ZNF358SYSMH2HumanOral cavityOSCC4.17e-031.71e-010.2326
140467ZNF358SYSMH3HumanOral cavityOSCC3.98e-031.10e-010.2442
140467ZNF358SYSMH6HumanOral cavityOSCC2.15e-062.81e-010.1275
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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
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
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
GO:001982711LiverCirrhoticstem cell population maintenance48/4634131/187231.58e-031.03e-0248
GO:009872711LiverCirrhoticmaintenance of cell number48/4634134/187232.70e-031.58e-0248
GO:00987272LiverHCCmaintenance of cell number77/7958134/187233.32e-042.33e-0377
GO:00198272LiverHCCstem cell population maintenance75/7958131/187234.58e-043.04e-0375
GO:00219154LiverHCCneural tube development82/7958152/187232.83e-031.33e-0282
GO:00987277Oral cavityOSCCmaintenance of cell number81/7305134/187233.96e-075.90e-0681
GO:00198276Oral cavityOSCCstem cell population maintenance79/7305131/187236.28e-078.96e-0679
GO:00219158Oral cavityOSCCneural tube development77/7305152/187232.26e-031.00e-0277
GO:002191514ThyroidPTCneural tube development76/5968152/187232.40e-063.17e-0576
GO:009872710ThyroidPTCmaintenance of cell number63/5968134/187231.73e-041.32e-0363
GO:00198279ThyroidPTCstem cell population maintenance61/5968131/187233.01e-042.12e-0361
GO:002191515ThyroidATCneural tube development80/6293152/187239.87e-071.29e-0580
GO:009872722ThyroidATCmaintenance of cell number70/6293134/187236.45e-066.69e-0570
GO:001982722ThyroidATCstem cell population maintenance67/6293131/187232.48e-052.16e-0467
GO:00351074ThyroidATCappendage morphogenesis63/6293138/187232.13e-031.00e-0263
GO:00351084ThyroidATClimb morphogenesis63/6293138/187232.13e-031.00e-0263
GO:00487368ThyroidATCappendage development76/6293172/187232.41e-031.12e-0276
GO:00601738ThyroidATClimb development76/6293172/187232.41e-031.12e-0276
GO:00303262ThyroidATCembryonic limb morphogenesis52/6293116/187237.67e-033.00e-0252
GO:00351132ThyroidATCembryonic appendage morphogenesis52/6293116/187237.67e-033.00e-0252
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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
ZNF358M1MACEndometriumHealthySTXBP5,TBC1D14,GSKIP, etc.5.21e-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.
ZNF358CD8TEXPLiverCirrhoticZNF706,DUSP4,BSG, etc.1.26e-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.
ZNF358CD8TEXINTLiverHCCZNF706,DUSP4,BSG, etc.8.50e-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.
ZNF358CD4TNLiverHCCZNF706,DUSP4,BSG, etc.1.33e-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
ZNF358SNVMissense_Mutationc.1054N>Cp.Cys352Argp.C352RQ9NW07protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF358SNVMissense_Mutationrs149848212c.1411N>Gp.Leu471Valp.L471VQ9NW07protein_codingdeleterious_low_confidence(0.05)benign(0)TCGA-AR-A0TX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF358SNVMissense_Mutationc.383N>Tp.Thr128Ilep.T128IQ9NW07protein_codingtolerated(0.06)benign(0.047)TCGA-E2-A573-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
ZNF358SNVMissense_Mutationrs375827871c.220N>Ap.Asp74Asnp.D74NQ9NW07protein_codingdeleterious(0.05)benign(0.034)TCGA-EW-A1IY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
ZNF358SNVMissense_Mutationc.199N>Ap.Val67Ilep.V67IQ9NW07protein_codingtolerated(0.21)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF358SNVMissense_Mutationc.214N>Tp.Asp72Tyrp.D72YQ9NW07protein_codingdeleterious(0.01)possibly_damaging(0.617)TCGA-EA-A1QT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF358SNVMissense_Mutationnovelc.283G>Ap.Asp95Asnp.D95NQ9NW07protein_codingtolerated(0.14)possibly_damaging(0.46)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF358SNVMissense_Mutationc.1553N>Ap.Pro518Glnp.P518QQ9NW07protein_codingdeleterious_low_confidence(0.01)benign(0.372)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ZNF358SNVMissense_Mutationrs149848212c.1411C>Gp.Leu471Valp.L471VQ9NW07protein_codingdeleterious_low_confidence(0.05)benign(0)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF358SNVMissense_Mutationc.1186N>Cp.Val396Leup.V396LQ9NW07protein_codingdeleterious(0.02)benign(0.21)TCGA-AA-3502-01Colorectumcolon 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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