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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: ZNF12

Gene summary for ZNF12

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF12

Gene ID

7559

Gene namezinc finger protein 12
Gene AliasGIOT-3
Cytomap7p22.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P17014


Top

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
7559ZNF12HCC1_MengHumanLiverHCC3.11e-433.90e-020.0246
7559ZNF12HCC2_MengHumanLiverHCC5.26e-084.30e-020.0107
7559ZNF12HCC2HumanLiverHCC4.14e-072.94e+000.5341
7559ZNF12S014HumanLiverHCC7.74e-052.66e-010.2254
7559ZNF12S016HumanLiverHCC3.12e-043.03e-010.2243
7559ZNF12S027HumanLiverHCC1.48e-097.20e-010.2446
7559ZNF12S028HumanLiverHCC4.75e-289.13e-010.2503
7559ZNF12S029HumanLiverHCC4.09e-177.89e-010.2581
7559ZNF12C21HumanOral cavityOSCC6.29e-103.47e-010.2678
7559ZNF12C30HumanOral cavityOSCC7.36e-176.08e-010.3055
7559ZNF12C38HumanOral cavityOSCC4.02e-085.92e-010.172
7559ZNF12C43HumanOral cavityOSCC3.36e-051.36e-010.1704
7559ZNF12C46HumanOral cavityOSCC2.54e-041.58e-010.1673
7559ZNF12C51HumanOral cavityOSCC4.09e-022.31e-010.2674
7559ZNF12C08HumanOral cavityOSCC6.15e-213.98e-010.1919
7559ZNF12LP15HumanOral cavityLP4.26e-023.20e-010.2174
7559ZNF12SYSMH1HumanOral cavityOSCC3.77e-082.15e-010.1127
7559ZNF12SYSMH2HumanOral cavityOSCC4.37e-071.90e-010.2326
7559ZNF12SYSMH3HumanOral cavityOSCC2.70e-031.77e-010.2442
7559ZNF12male-WTAHumanThyroidPTC7.11e-096.13e-020.1037
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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
ZNF12ECCSkinADJSTEAP2,BMT2,SHLD1, etc.9.02e-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.
∗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.
Page: 1 

Top

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
ZNF12SNVMissense_Mutationc.1751N>Gp.Lys584Argp.K584RP17014protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-C8-A135-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ZNF12SNVMissense_Mutationc.1848G>Cp.Gln616Hisp.Q616HP17014protein_codingtolerated(0.44)probably_damaging(0.997)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
ZNF12SNVMissense_Mutationc.685G>Ap.Asp229Asnp.D229NP17014protein_codingtolerated(0.14)benign(0.001)TCGA-EW-A1P8-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyfluorouracilPD
ZNF12SNVMissense_Mutationc.737N>Gp.Ser246Cysp.S246CP17014protein_codingtolerated(1)possibly_damaging(0.778)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZNF12insertionFrame_Shift_Insnovelc.723_724insCAGAGAACp.Lys242GlnfsTer10p.K242Qfs*10P17014protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF12SNVMissense_Mutationrs575444294c.659T>Gp.Ile220Serp.I220SP17014protein_codingtolerated(0.71)benign(0.024)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF12SNVMissense_Mutationc.1678C>Gp.Gln560Glup.Q560EP17014protein_codingtolerated(0.32)benign(0.003)TCGA-IR-A3LA-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF12SNVMissense_Mutationc.1909N>Cp.Glu637Glnp.E637QP17014protein_codingtolerated(0.07)benign(0.182)TCGA-JW-A5VJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ZNF12SNVMissense_Mutationc.1379C>Tp.Ser460Leup.S460LP17014protein_codingtolerated(0.33)benign(0.01)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF12SNVMissense_Mutationnovelc.589N>Ap.Glu197Lysp.E197KP17014protein_codingtolerated(1)benign(0)TCGA-VS-A959-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 8 9 

Top

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
Page: 1