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: ZNF160

Gene summary for ZNF160

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF160

Gene ID

90338

Gene namezinc finger protein 160
Gene AliasF11
Cytomap19q13.41-q13.42
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

A0A024R4Q2


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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
90338ZNF160LZE20THumanEsophagusESCC1.11e-021.86e-010.0662
90338ZNF160LZE22THumanEsophagusESCC6.04e-042.36e-010.068
90338ZNF160LZE24THumanEsophagusESCC2.82e-061.13e-010.0596
90338ZNF160LZE6THumanEsophagusESCC6.74e-031.91e-010.0845
90338ZNF160P1T-EHumanEsophagusESCC3.10e-092.69e-010.0875
90338ZNF160P2T-EHumanEsophagusESCC8.04e-132.40e-010.1177
90338ZNF160P4T-EHumanEsophagusESCC8.69e-061.19e-010.1323
90338ZNF160P5T-EHumanEsophagusESCC9.81e-122.08e-010.1327
90338ZNF160P8T-EHumanEsophagusESCC6.25e-274.83e-010.0889
90338ZNF160P10T-EHumanEsophagusESCC4.36e-397.24e-010.116
90338ZNF160P11T-EHumanEsophagusESCC9.17e-113.71e-010.1426
90338ZNF160P12T-EHumanEsophagusESCC2.38e-194.09e-010.1122
90338ZNF160P15T-EHumanEsophagusESCC1.82e-225.52e-010.1149
90338ZNF160P16T-EHumanEsophagusESCC3.76e-132.38e-010.1153
90338ZNF160P17T-EHumanEsophagusESCC2.54e-021.78e-010.1278
90338ZNF160P21T-EHumanEsophagusESCC1.42e-091.75e-010.1617
90338ZNF160P22T-EHumanEsophagusESCC3.97e-243.06e-010.1236
90338ZNF160P24T-EHumanEsophagusESCC5.21e-041.45e-010.1287
90338ZNF160P26T-EHumanEsophagusESCC5.48e-314.98e-010.1276
90338ZNF160P27T-EHumanEsophagusESCC2.84e-244.34e-010.1055
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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
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
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.

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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
ZNF160PERICervixADJVCAM1,PHYH,DCTN1, etc.2.49e-01The 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.
ZNF160PERICervixHSIL_HPVVCAM1,PHYH,DCTN1, etc.4.17e-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.
ZNF160SURFEndometriumADJAQP1,POLM,TBCEL, 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.
ZNF160BASEndometriumADJAQP1,POLM,TBCEL, etc.7.59e-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.
ZNF160BASEndometriumEECAQP1,POLM,TBCEL, 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.
ZNF160cDCLungAISCXCR6,PHLPP1,NPM3, etc.2.77e-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.
ZNF160NKLungMIACAC104078.2,SCLY,PLCL2, etc.9.00e-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
ZNF160SNVMissense_Mutationc.2209N>Ap.Glu737Lysp.E737KQ9HCG1protein_codingtolerated(0.06)possibly_damaging(0.554)TCGA-A2-A0CW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ZNF160SNVMissense_Mutationc.324N>Gp.Ser108Argp.S108RQ9HCG1protein_codingdeleterious(0.02)benign(0.026)TCGA-A2-A0CW-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ZNF160SNVMissense_Mutationrs187006418c.2363N>Ap.Arg788Hisp.R788HQ9HCG1protein_codingdeleterious(0.03)benign(0.012)TCGA-A2-A0SW-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
ZNF160SNVMissense_Mutationc.477N>Cp.Gln159Hisp.Q159HQ9HCG1protein_codingtolerated(1)benign(0.005)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF160SNVMissense_Mutationrs757419776c.994N>Tp.Arg332Trpp.R332WQ9HCG1protein_codingtolerated(0.09)benign(0.115)TCGA-AR-A0TW-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinPD
ZNF160SNVMissense_Mutationc.1019N>Tp.Pro340Leup.P340LQ9HCG1protein_codingtolerated(0.06)benign(0.263)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ZNF160SNVMissense_Mutationnovelc.1873G>Ap.Glu625Lysp.E625KQ9HCG1protein_codingdeleterious(0.04)benign(0.14)TCGA-E2-A2P6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
ZNF160SNVMissense_Mutationc.439G>Cp.Asp147Hisp.D147HQ9HCG1protein_codingtolerated(0.05)possibly_damaging(0.808)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
ZNF160SNVMissense_Mutationnovelc.2194C>Ap.Pro732Thrp.P732TQ9HCG1protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-OL-A5RZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
ZNF160insertionIn_Frame_Insnovelc.250_251insCTCTCCCTCTGTATTTAATTCCATATGp.Cys84delinsSerLeuProLeuTyrLeuIleProTyrGlyp.C84delinsSLPLYLIPYGQ9HCG1protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
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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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