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: ZNF273

Gene summary for ZNF273

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF273

Gene ID

10793

Gene namezinc finger protein 273
Gene AliasHZF9
Cytomap7q11.21
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q14593


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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
10793ZNF273LZE4THumanEsophagusESCC1.22e-058.82e-020.0811
10793ZNF273LZE24THumanEsophagusESCC3.25e-102.52e-010.0596
10793ZNF273P1T-EHumanEsophagusESCC2.83e-083.31e-010.0875
10793ZNF273P2T-EHumanEsophagusESCC9.47e-183.23e-010.1177
10793ZNF273P4T-EHumanEsophagusESCC8.74e-123.14e-010.1323
10793ZNF273P5T-EHumanEsophagusESCC4.26e-142.47e-010.1327
10793ZNF273P8T-EHumanEsophagusESCC2.23e-162.33e-010.0889
10793ZNF273P9T-EHumanEsophagusESCC3.88e-071.37e-010.1131
10793ZNF273P10T-EHumanEsophagusESCC4.94e-183.17e-010.116
10793ZNF273P12T-EHumanEsophagusESCC2.21e-163.60e-010.1122
10793ZNF273P15T-EHumanEsophagusESCC2.29e-122.57e-010.1149
10793ZNF273P16T-EHumanEsophagusESCC5.67e-151.73e-010.1153
10793ZNF273P20T-EHumanEsophagusESCC3.64e-092.29e-010.1124
10793ZNF273P21T-EHumanEsophagusESCC4.65e-112.08e-010.1617
10793ZNF273P22T-EHumanEsophagusESCC8.33e-122.33e-010.1236
10793ZNF273P23T-EHumanEsophagusESCC1.05e-031.16e-010.108
10793ZNF273P24T-EHumanEsophagusESCC1.08e-086.19e-020.1287
10793ZNF273P26T-EHumanEsophagusESCC9.57e-111.40e-010.1276
10793ZNF273P27T-EHumanEsophagusESCC1.51e-183.37e-010.1055
10793ZNF273P28T-EHumanEsophagusESCC1.77e-173.49e-010.1149
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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
ZNF273SNVMissense_Mutationnovelc.1391G>Tp.Gly464Valp.G464VQ14593protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF273SNVMissense_Mutationnovelc.893T>Cp.Val298Alap.V298AQ14593protein_codingtolerated(1)benign(0.001)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
ZNF273SNVMissense_Mutationc.829C>Gp.Leu277Valp.L277VQ14593protein_codingdeleterious(0)possibly_damaging(0.651)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF273SNVMissense_Mutationc.1154A>Tp.Gln385Leup.Q385LQ14593protein_codingtolerated(0.7)benign(0.096)TCGA-Q1-A73S-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
ZNF273SNVMissense_Mutationrs762338510c.715T>Cp.Cys239Argp.C239RQ14593protein_codingdeleterious(0.04)benign(0.263)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ZNF273SNVMissense_Mutationc.1284N>Cp.Lys428Asnp.K428NQ14593protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF273SNVMissense_Mutationnovelc.1369C>Tp.Pro457Serp.P457SQ14593protein_codingdeleterious(0.05)benign(0.389)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF273SNVMissense_Mutationnovelc.161T>Cp.Leu54Prop.L54PQ14593protein_codingdeleterious(0.01)possibly_damaging(0.833)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF273SNVMissense_Mutationrs758031517c.380N>Ap.Ser127Tyrp.S127YQ14593protein_codingdeleterious(0.04)benign(0.077)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF273SNVMissense_Mutationc.607A>Gp.Lys203Glup.K203EQ14593protein_codingtolerated(0.43)benign(0.344)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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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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