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: ZNF750

Gene summary for ZNF750

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF750

Gene ID

79755

Gene namezinc finger protein 750
Gene AliasZFP750
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q32MQ0


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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
79755ZNF750LZE4THumanEsophagusESCC1.89e-072.96e-010.0811
79755ZNF750LZE7THumanEsophagusESCC2.24e-021.56e-010.0667
79755ZNF750LZE20THumanEsophagusESCC1.09e-063.31e-010.0662
79755ZNF750LZE22THumanEsophagusESCC1.41e-036.12e-010.068
79755ZNF750LZE24THumanEsophagusESCC2.77e-106.64e-010.0596
79755ZNF750LZE21THumanEsophagusESCC3.98e-081.07e+000.0655
79755ZNF750P1T-EHumanEsophagusESCC2.11e-095.31e-010.0875
79755ZNF750P2T-EHumanEsophagusESCC2.05e-072.77e-010.1177
79755ZNF750P4T-EHumanEsophagusESCC2.09e-083.06e-010.1323
79755ZNF750P5T-EHumanEsophagusESCC1.80e-154.04e-010.1327
79755ZNF750P8T-EHumanEsophagusESCC2.37e-082.23e-010.0889
79755ZNF750P9T-EHumanEsophagusESCC8.33e-165.72e-010.1131
79755ZNF750P12T-EHumanEsophagusESCC2.03e-291.14e+000.1122
79755ZNF750P15T-EHumanEsophagusESCC6.59e-219.67e-010.1149
79755ZNF750P20T-EHumanEsophagusESCC7.04e-146.18e-010.1124
79755ZNF750P23T-EHumanEsophagusESCC1.29e-311.25e+000.108
79755ZNF750P24T-EHumanEsophagusESCC1.30e-231.08e+000.1287
79755ZNF750P26T-EHumanEsophagusESCC2.22e-165.69e-010.1276
79755ZNF750P27T-EHumanEsophagusESCC1.57e-186.37e-010.1055
79755ZNF750P28T-EHumanEsophagusESCC2.04e-711.90e+000.1149
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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
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
∗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:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:00018378EsophagusESCCepithelial to mesenchymal transition95/8552157/187231.25e-048.56e-0495
GO:00487628EsophagusESCCmesenchymal cell differentiation133/8552236/187235.94e-043.22e-03133
GO:00107174EsophagusESCCregulation of epithelial to mesenchymal transition61/855299/187231.01e-035.09e-0361
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00018377Oral cavityOSCCepithelial to mesenchymal transition82/7305157/187235.09e-042.98e-0382
GO:00107173Oral cavityOSCCregulation of epithelial to mesenchymal transition54/730599/187231.21e-036.10e-0354
GO:00487627Oral cavityOSCCmesenchymal cell differentiation109/7305236/187231.43e-024.69e-02109
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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
ZNF750SNVMissense_Mutationnovelc.215N>Gp.Asp72Glyp.D72GQ32MQ0protein_codingdeleterious(0.01)probably_damaging(0.935)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF750SNVMissense_Mutationnovelc.1180N>Ap.Asp394Asnp.D394NQ32MQ0protein_codingdeleterious(0.01)possibly_damaging(0.876)TCGA-BH-A0C0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
ZNF750insertionFrame_Shift_Insnovelc.1614_1615insTATTTTCp.Glu539TyrfsTer24p.E539Yfs*24Q32MQ0protein_codingTCGA-A2-A04Y-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ZNF750deletionFrame_Shift_Delnovelc.2095delNp.Gln699SerfsTer85p.Q699Sfs*85Q32MQ0protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
ZNF750SNVMissense_Mutationc.40N>Gp.Tyr14Aspp.Y14DQ32MQ0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
ZNF750SNVMissense_Mutationc.1896N>Cp.Gln632Hisp.Q632HQ32MQ0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ZNF750SNVMissense_Mutationc.40N>Gp.Tyr14Aspp.Y14DQ32MQ0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A3HL-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ZNF750SNVMissense_Mutationc.362N>Ap.Gly121Glup.G121EQ32MQ0protein_codingtolerated(0.53)benign(0.001)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
ZNF750SNVMissense_Mutationc.118N>Gp.Leu40Valp.L40VQ32MQ0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
ZNF750SNVMissense_Mutationc.668N>Tp.Ser223Leup.S223LQ32MQ0protein_codingdeleterious(0)benign(0.229)TCGA-MA-AA3Z-01Cervixcervical & endocervical cancerFemale<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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