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: ZNF121

Gene summary for ZNF121

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF121

Gene ID

7675

Gene namezinc finger protein 121
Gene AliasD19S204
Cytomap19p13.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P58317


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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
7675ZNF121P56T-EHumanEsophagusESCC4.79e-021.87e-010.1613
7675ZNF121P57T-EHumanEsophagusESCC2.99e-08-4.42e-040.0926
7675ZNF121P61T-EHumanEsophagusESCC5.31e-098.74e-020.099
7675ZNF121P62T-EHumanEsophagusESCC2.03e-224.39e-010.1302
7675ZNF121P65T-EHumanEsophagusESCC1.51e-064.34e-020.0978
7675ZNF121P74T-EHumanEsophagusESCC2.66e-04-6.26e-030.1479
7675ZNF121P75T-EHumanEsophagusESCC2.61e-172.96e-010.1125
7675ZNF121P76T-EHumanEsophagusESCC5.83e-184.31e-020.1207
7675ZNF121P79T-EHumanEsophagusESCC9.12e-161.60e-010.1154
7675ZNF121P80T-EHumanEsophagusESCC5.02e-173.45e-010.155
7675ZNF121P82T-EHumanEsophagusESCC2.62e-021.36e-010.1072
7675ZNF121P83T-EHumanEsophagusESCC1.04e-152.04e-010.1738
7675ZNF121P89T-EHumanEsophagusESCC1.29e-134.39e-010.1752
7675ZNF121P91T-EHumanEsophagusESCC6.18e-053.32e-010.1828
7675ZNF121P107T-EHumanEsophagusESCC9.57e-183.85e-010.171
7675ZNF121P126T-EHumanEsophagusESCC2.13e-025.13e-010.1125
7675ZNF121P127T-EHumanEsophagusESCC2.92e-131.90e-010.0826
7675ZNF121P128T-EHumanEsophagusESCC6.33e-197.05e-010.1241
7675ZNF121P130T-EHumanEsophagusESCC6.50e-223.21e-010.1676
7675ZNF121HCC1_MengHumanLiverHCC5.95e-391.96e-020.0246
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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
ZNF121TH1ColorectumADGIMAP4,FOS,TRAPPC4, etc.1.54e-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.
ZNF121TH1ColorectumMSI-HGIMAP4,FOS,TRAPPC4, etc.2.01e-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.
ZNF121GCColorectumSERGIMAP4,FOS,TRAPPC4, etc.2.65e-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.
ZNF121CD8TEFFEndometriumADJLUZP1,STK38L,TMEM164, etc.0.00e+00The 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.
ZNF121NEUTEndometriumADJLUZP1,STK38L,TMEM164, etc.-2.22e-16The 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.
ZNF121TH1EndometriumADJLUZP1,STK38L,TMEM164, etc.-4.44e-16The 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.
ZNF121CD4TNEndometriumADJLUZP1,STK38L,TMEM164, etc.0.00e+00The 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.
ZNF121CD8TEREXEndometriumADJLUZP1,STK38L,TMEM164, etc.-4.44e-16The 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.
ZNF121CD4TNEndometriumAEHLUZP1,STK38L,TMEM164, etc.0.00e+00The 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.
ZNF121MASTEndometriumAEHLUZP1,STK38L,TMEM164, etc.1.36e-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.
∗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
ZNF121SNVMissense_Mutationrs751459507c.232N>Tp.His78Tyrp.H78YP58317protein_codingtolerated(1)benign(0.003)TCGA-D8-A1JN-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozolumSD
ZNF121SNVMissense_Mutationnovelc.956A>Tp.Lys319Ilep.K319IP58317protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A576-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
ZNF121SNVMissense_Mutationc.461N>Ap.Arg154Lysp.R154KP58317protein_codingtolerated(0.32)benign(0.145)TCGA-E9-A1ND-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyaromasinSD
ZNF121SNVMissense_Mutationc.1014N>Cp.Lys338Asnp.K338NP58317protein_codingdeleterious(0)probably_damaging(0.998)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ZNF121SNVMissense_Mutationnovelc.651A>Tp.Lys217Asnp.K217NP58317protein_codingtolerated(0.21)possibly_damaging(0.855)TCGA-ZJ-AAXB-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ZNF121SNVMissense_Mutationrs866277666c.659G>Ap.Arg220Glnp.R220QP58317protein_codingtolerated(0.29)possibly_damaging(0.872)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF121SNVMissense_Mutationnovelc.425A>Cp.Lys142Thrp.K142TP58317protein_codingdeleterious(0.01)probably_damaging(0.937)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
ZNF121SNVMissense_Mutationc.1079G>Tp.Arg360Ilep.R360IP58317protein_codingdeleterious(0.02)probably_damaging(0.992)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
ZNF121SNVMissense_Mutationc.835N>Gp.Thr279Alap.T279AP58317protein_codingdeleterious(0.04)benign(0.179)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ZNF121SNVMissense_Mutationc.761A>Cp.Lys254Thrp.K254TP58317protein_codingdeleterious(0)probably_damaging(0.992)TCGA-G4-6588-01Colorectumcolon 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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