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: ZNF623

Gene summary for ZNF623

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF623

Gene ID

9831

Gene namezinc finger protein 623
Gene AliasZNF623
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

A0A0A0MT18


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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
9831ZNF623LZE4THumanEsophagusESCC4.60e-031.29e-010.0811
9831ZNF623LZE20THumanEsophagusESCC3.79e-072.58e-010.0662
9831ZNF623LZE24THumanEsophagusESCC1.18e-062.45e-010.0596
9831ZNF623P2T-EHumanEsophagusESCC3.97e-172.47e-010.1177
9831ZNF623P4T-EHumanEsophagusESCC2.58e-082.14e-010.1323
9831ZNF623P5T-EHumanEsophagusESCC2.82e-131.98e-010.1327
9831ZNF623P8T-EHumanEsophagusESCC1.42e-241.39e-010.0889
9831ZNF623P9T-EHumanEsophagusESCC3.73e-092.20e-010.1131
9831ZNF623P10T-EHumanEsophagusESCC1.04e-142.44e-010.116
9831ZNF623P11T-EHumanEsophagusESCC9.88e-072.75e-010.1426
9831ZNF623P12T-EHumanEsophagusESCC1.79e-173.06e-010.1122
9831ZNF623P15T-EHumanEsophagusESCC4.80e-153.18e-010.1149
9831ZNF623P16T-EHumanEsophagusESCC3.07e-224.11e-010.1153
9831ZNF623P20T-EHumanEsophagusESCC6.23e-041.38e-010.1124
9831ZNF623P21T-EHumanEsophagusESCC8.66e-172.59e-010.1617
9831ZNF623P22T-EHumanEsophagusESCC3.16e-182.54e-010.1236
9831ZNF623P23T-EHumanEsophagusESCC1.82e-112.70e-010.108
9831ZNF623P24T-EHumanEsophagusESCC8.02e-081.84e-010.1287
9831ZNF623P26T-EHumanEsophagusESCC2.28e-132.48e-010.1276
9831ZNF623P27T-EHumanEsophagusESCC3.45e-142.01e-010.1055
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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
∗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
∗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
ZNF623SNVMissense_Mutationnovelc.1266N>Tp.Gln422Hisp.Q422HO75123protein_codingdeleterious(0.04)possibly_damaging(0.888)TCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
ZNF623SNVMissense_Mutationnovelc.950G>Ap.Arg317Lysp.R317KO75123protein_codingtolerated(1)benign(0.365)TCGA-AC-A5XU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleSD
ZNF623SNVMissense_Mutationc.910T>Cp.Ser304Prop.S304PO75123protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-AR-A24N-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF623SNVMissense_Mutationc.283N>Gp.Gln95Glup.Q95EO75123protein_codingtolerated(0.05)benign(0.013)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
ZNF623SNVMissense_Mutationc.1130G>Ap.Cys377Tyrp.C377YO75123protein_codingdeleterious(0)probably_damaging(1)TCGA-EW-A1P7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinPD
ZNF623SNVMissense_Mutationnovelc.112N>Tp.Leu38Phep.L38FO75123protein_codingtolerated(0.09)benign(0.044)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF623SNVMissense_Mutationrs373149668c.857C>Tp.Thr286Ilep.T286IO75123protein_codingdeleterious(0)probably_damaging(0.999)TCGA-Q1-A6DT-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ZNF623SNVMissense_Mutationrs375460182c.398N>Tp.Thr133Metp.T133MO75123protein_codingtolerated(0.09)possibly_damaging(0.582)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ZNF623SNVMissense_Mutationrs370100274c.488N>Ap.Ser163Asnp.S163NO75123protein_codingtolerated(0.3)benign(0.003)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF623SNVMissense_Mutationc.1175N>Ap.Arg392Glnp.R392QO75123protein_codingtolerated(0.64)probably_damaging(0.999)TCGA-AA-3977-01Colorectumcolon 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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