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: ZNF593

Gene summary for ZNF593

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF593

Gene ID

51042

Gene namezinc finger protein 593
Gene AliasZT86
Cytomap1p36.11
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O00488


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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
51042ZNF593LZE4THumanEsophagusESCC2.02e-093.28e-010.0811
51042ZNF593LZE5THumanEsophagusESCC5.04e-043.49e-010.0514
51042ZNF593LZE7THumanEsophagusESCC2.38e-057.80e-010.0667
51042ZNF593LZE8THumanEsophagusESCC5.82e-054.94e-010.067
51042ZNF593LZE20THumanEsophagusESCC4.51e-021.46e-010.0662
51042ZNF593LZE22D1HumanEsophagusHGIN3.40e-031.31e-010.0595
51042ZNF593LZE24D1HumanEsophagusHGIN2.07e-031.97e-010.054
51042ZNF593LZE24THumanEsophagusESCC2.39e-221.05e+000.0596
51042ZNF593LZE22D3HumanEsophagusHGIN1.54e-023.28e-010.0653
51042ZNF593P1T-EHumanEsophagusESCC2.60e-076.97e-010.0875
51042ZNF593P2T-EHumanEsophagusESCC4.32e-296.98e-010.1177
51042ZNF593P4T-EHumanEsophagusESCC9.00e-289.84e-010.1323
51042ZNF593P5T-EHumanEsophagusESCC2.55e-531.16e+000.1327
51042ZNF593P8T-EHumanEsophagusESCC3.35e-195.67e-010.0889
51042ZNF593P9T-EHumanEsophagusESCC1.29e-228.90e-010.1131
51042ZNF593P10T-EHumanEsophagusESCC8.19e-347.70e-010.116
51042ZNF593P11T-EHumanEsophagusESCC2.74e-067.67e-010.1426
51042ZNF593P12T-EHumanEsophagusESCC8.80e-367.25e-010.1122
51042ZNF593P15T-EHumanEsophagusESCC5.25e-246.47e-010.1149
51042ZNF593P16T-EHumanEsophagusESCC3.98e-183.22e-010.1153
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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:005109825EsophagusHGINregulation of binding78/2587363/187233.73e-059.30e-0478
GO:005110125EsophagusHGINregulation of DNA binding28/2587118/187232.54e-032.51e-0228
GO:005110020EsophagusHGINnegative regulation of binding35/2587162/187234.32e-033.84e-0235
GO:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:0051101111EsophagusESCCregulation of DNA binding84/8552118/187231.64e-083.21e-0784
GO:0051100111EsophagusESCCnegative regulation of binding109/8552162/187232.10e-084.03e-07109
GO:00433924EsophagusESCCnegative regulation of DNA binding37/855252/187231.75e-041.14e-0337
GO:19030254EsophagusESCCregulation of RNA polymerase II regulatory region sequence-specific DNA binding12/855213/187236.18e-043.32e-0312
GO:20006772EsophagusESCCregulation of transcription regulatory region DNA binding33/855250/187232.98e-031.24e-0233
GO:005109812LiverCirrhoticregulation of binding148/4634363/187239.14e-125.97e-10148
GO:00511006LiverCirrhoticnegative regulation of binding63/4634162/187234.54e-055.31e-0463
GO:00511017LiverCirrhoticregulation of DNA binding47/4634118/187232.07e-041.90e-0347
GO:19030251LiverCirrhoticregulation of RNA polymerase II regulatory region sequence-specific DNA binding9/463413/187239.10e-046.49e-039
GO:005109822LiverHCCregulation of binding225/7958363/187233.78e-142.37e-12225
GO:005110012LiverHCCnegative regulation of binding94/7958162/187234.69e-054.50e-0494
GO:005110112LiverHCCregulation of DNA binding64/7958118/187236.60e-032.68e-0264
GO:19030252LiverHCCregulation of RNA polymerase II regulatory region sequence-specific DNA binding10/795813/187231.28e-024.61e-0210
GO:005109820Oral cavityOSCCregulation of binding212/7305363/187233.88e-142.15e-12212
GO:005110019Oral cavityOSCCnegative regulation of binding87/7305162/187231.00e-047.54e-0487
GO:005110120Oral cavityOSCCregulation of DNA binding64/7305118/187235.53e-043.21e-0364
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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
ZNF593SNVMissense_Mutationc.90N>Cp.Glu30Aspp.E30DO00488protein_codingdeleterious(0.02)possibly_damaging(0.621)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ZNF593SNVMissense_Mutationc.286C>Tp.Pro96Serp.P96SO00488protein_codingdeleterious(0)probably_damaging(0.973)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF593SNVMissense_Mutationc.347N>Ap.Arg116Glnp.R116QO00488protein_codingdeleterious(0.04)benign(0.03)TCGA-AG-A025-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF593SNVMissense_Mutationnovelc.258G>Tp.Lys86Asnp.K86NO00488protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF593SNVMissense_Mutationnovelc.178N>Gp.Leu60Valp.L60VO00488protein_codingdeleterious(0.04)benign(0.05)TCGA-AX-A0IZ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF593SNVMissense_Mutationrs757730721c.214N>Ap.Asp72Asnp.D72NO00488protein_codingtolerated(0.28)possibly_damaging(0.78)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
ZNF593SNVMissense_Mutationnovelc.57N>Tp.Met19Ilep.M19IO00488protein_codingtolerated(0.3)benign(0.018)TCGA-B5-A5OC-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVChemotherapycisplatinSD
ZNF593SNVMissense_Mutationnovelc.258G>Tp.Lys86Asnp.K86NO00488protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-EY-A1G8-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF593SNVMissense_Mutationrs749150132c.305C>Tp.Ala102Valp.A102VO00488protein_codingdeleterious(0)probably_damaging(0.962)TCGA-FI-A2D0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
ZNF593SNVMissense_Mutationnovelc.376G>Ap.Glu126Lysp.E126KO00488protein_codingtolerated(0.15)benign(0.039)TCGA-77-7140-01Lunglung squamous cell carcinomaFemale>=65I/IIUnknownUnknownPD
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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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