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: ZNF124

Gene summary for ZNF124

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF124

Gene ID

7678

Gene namezinc finger protein 124
Gene AliasHZF-16
Cytomap1q44
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

Q15973


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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
7678ZNF124CCI_1HumanCervixCC3.91e-087.27e-010.528
7678ZNF124CCI_3HumanCervixCC3.23e-095.47e-010.516
7678ZNF124LZE7THumanEsophagusESCC6.13e-073.33e-010.0667
7678ZNF124LZE24THumanEsophagusESCC7.85e-143.28e-010.0596
7678ZNF124P1T-EHumanEsophagusESCC7.11e-042.02e-010.0875
7678ZNF124P2T-EHumanEsophagusESCC6.56e-152.58e-010.1177
7678ZNF124P4T-EHumanEsophagusESCC1.05e-031.28e-010.1323
7678ZNF124P5T-EHumanEsophagusESCC4.40e-091.99e-010.1327
7678ZNF124P8T-EHumanEsophagusESCC3.75e-031.11e-010.0889
7678ZNF124P9T-EHumanEsophagusESCC3.05e-031.20e-010.1131
7678ZNF124P10T-EHumanEsophagusESCC9.35e-102.27e-010.116
7678ZNF124P11T-EHumanEsophagusESCC3.75e-082.93e-010.1426
7678ZNF124P12T-EHumanEsophagusESCC9.35e-101.76e-010.1122
7678ZNF124P15T-EHumanEsophagusESCC5.37e-051.33e-010.1149
7678ZNF124P16T-EHumanEsophagusESCC1.76e-122.40e-010.1153
7678ZNF124P20T-EHumanEsophagusESCC3.11e-041.19e-010.1124
7678ZNF124P21T-EHumanEsophagusESCC4.31e-061.27e-010.1617
7678ZNF124P22T-EHumanEsophagusESCC3.89e-122.32e-010.1236
7678ZNF124P24T-EHumanEsophagusESCC3.50e-028.03e-020.1287
7678ZNF124P26T-EHumanEsophagusESCC4.17e-051.44e-010.1276
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
ZNF124TREGColorectumHealthyETV6,RAB12,TARBP1, etc.3.36e-02The 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.
ZNF124BMEMLungHealthyVRK3,FAM162A,AIMP2, etc.1.35e-03The 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
ZNF124SNVMissense_Mutationrs772443563c.589G>Cp.Glu197Glnp.E197QQ15973protein_codingdeleterious(0.02)benign(0.009)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ZNF124SNVMissense_Mutationc.691N>Cp.Glu231Glnp.E231QQ15973protein_codingdeleterious(0)possibly_damaging(0.786)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF124SNVMissense_Mutationnovelc.206C>Tp.Ser69Leup.S69LQ15973protein_codingtolerated(0.3)benign(0.007)TCGA-XX-A89A-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF124SNVMissense_Mutationrs372024301c.647G>Ap.Arg216Hisp.R216HQ15973protein_codingtolerated(0.45)benign(0.062)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF124SNVMissense_Mutationrs748406955c.916C>Tp.Arg306Cysp.R306CQ15973protein_codingdeleterious(0)possibly_damaging(0.843)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ZNF124SNVMissense_Mutationc.612N>Cp.Lys204Asnp.K204NQ15973protein_codingdeleterious(0)possibly_damaging(0.513)TCGA-AU-6004-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF124SNVMissense_Mutationc.203C>Ap.Ser68Tyrp.S68YQ15973protein_codingtolerated(0.52)benign(0.147)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF124SNVMissense_Mutationnovelc.715N>Cp.Cys239Argp.C239RQ15973protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
ZNF124insertionFrame_Shift_Insnovelc.640_641insAp.Ala214AspfsTer12p.A214Dfs*12Q15973protein_codingTCGA-AA-3939-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF124insertionFrame_Shift_Insrs755727997c.1051dupAp.Met351AsnfsTer28p.M351Nfs*28Q15973protein_codingTCGA-AA-A022-01Colorectumcolon 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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