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: ZNF92

Gene summary for ZNF92

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF92

Gene ID

168374

Gene namezinc finger protein 92
Gene AliasHEL-203
Cytomap7q11.21
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q03936


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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
168374ZNF92LZE4THumanEsophagusESCC2.13e-051.49e-010.0811
168374ZNF92LZE7THumanEsophagusESCC2.31e-031.33e-010.0667
168374ZNF92LZE8THumanEsophagusESCC2.34e-038.91e-020.067
168374ZNF92LZE20THumanEsophagusESCC9.71e-061.64e-010.0662
168374ZNF92LZE24THumanEsophagusESCC2.34e-102.28e-010.0596
168374ZNF92P1T-EHumanEsophagusESCC1.98e-022.34e-010.0875
168374ZNF92P2T-EHumanEsophagusESCC6.39e-214.08e-010.1177
168374ZNF92P4T-EHumanEsophagusESCC1.17e-102.60e-010.1323
168374ZNF92P5T-EHumanEsophagusESCC1.35e-059.92e-020.1327
168374ZNF92P8T-EHumanEsophagusESCC6.04e-122.61e-010.0889
168374ZNF92P9T-EHumanEsophagusESCC2.63e-091.25e-010.1131
168374ZNF92P10T-EHumanEsophagusESCC6.54e-163.52e-010.116
168374ZNF92P11T-EHumanEsophagusESCC4.13e-115.30e-010.1426
168374ZNF92P12T-EHumanEsophagusESCC1.51e-163.78e-010.1122
168374ZNF92P15T-EHumanEsophagusESCC2.93e-193.07e-010.1149
168374ZNF92P16T-EHumanEsophagusESCC6.57e-133.16e-010.1153
168374ZNF92P17T-EHumanEsophagusESCC1.29e-032.10e-010.1278
168374ZNF92P20T-EHumanEsophagusESCC3.03e-091.77e-010.1124
168374ZNF92P21T-EHumanEsophagusESCC5.57e-049.99e-020.1617
168374ZNF92P22T-EHumanEsophagusESCC2.15e-162.40e-010.1236
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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
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
ZNF92TRANSEsophagusADJPSPH,BRI3,DMRTA1, etc.5.57e-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.
ZNF92TRANSEsophagusESCCPSPH,BRI3,DMRTA1, etc.2.03e-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.
ZNF92TRANSEsophagusHGINPSPH,BRI3,DMRTA1, etc.3.86e-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.
ZNF92KEREsophagusLGINPSPH,BRI3,DMRTA1, etc.3.00e-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
ZNF92SNVMissense_Mutationc.1166N>Cp.Arg389Thrp.R389TQ03936protein_codingtolerated(0.15)possibly_damaging(0.647)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZNF92SNVMissense_Mutationnovelc.353A>Cp.Lys118Thrp.K118TQ03936protein_codingtolerated(0.1)benign(0.077)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF92SNVMissense_Mutationc.1628N>Gp.Asp543Glyp.D543GQ03936protein_codingtolerated(1)benign(0.003)TCGA-C5-A1BI-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
ZNF92SNVMissense_Mutationrs377733062c.463N>Tp.His155Tyrp.H155YQ03936protein_codingtolerated(0.25)benign(0.026)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF92SNVMissense_Mutationc.341G>Ap.Arg114Lysp.R114KQ03936protein_codingtolerated(0.45)benign(0.013)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
ZNF92SNVMissense_Mutationc.277N>Tp.Asp93Tyrp.D93YQ03936protein_codingdeleterious(0.04)benign(0.062)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF92SNVMissense_Mutationrs781442558c.1423N>Ap.His475Asnp.H475NQ03936protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF92SNVMissense_Mutationnovelc.579N>Cp.Lys193Asnp.K193NQ03936protein_codingtolerated(0.08)benign(0.348)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF92SNVMissense_Mutationnovelc.1059N>Ap.Phe353Leup.F353LQ03936protein_codingtolerated(0.43)benign(0.013)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF92SNVMissense_Mutationnovelc.467N>Cp.Lys156Thrp.K156TQ03936protein_codingdeleterious(0.03)benign(0.117)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<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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