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: ZNF362

Gene summary for ZNF362

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ZNF362

Gene ID

149076

Gene namezinc finger protein 362
Gene AliasRN
Cytomap1p35.1
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q5T0B9


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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
149076ZNF362P27T-EHumanEsophagusESCC3.90e-102.09e-010.1055
149076ZNF362P28T-EHumanEsophagusESCC1.86e-072.08e-010.1149
149076ZNF362P30T-EHumanEsophagusESCC2.83e-133.18e-010.137
149076ZNF362P31T-EHumanEsophagusESCC1.28e-192.84e-010.1251
149076ZNF362P32T-EHumanEsophagusESCC1.50e-051.16e-010.1666
149076ZNF362P36T-EHumanEsophagusESCC2.69e-052.55e-010.1187
149076ZNF362P37T-EHumanEsophagusESCC4.52e-042.09e-010.1371
149076ZNF362P42T-EHumanEsophagusESCC3.29e-102.60e-010.1175
149076ZNF362P44T-EHumanEsophagusESCC6.15e-061.53e-010.1096
149076ZNF362P48T-EHumanEsophagusESCC1.11e-091.49e-010.0959
149076ZNF362P52T-EHumanEsophagusESCC1.20e-041.07e-010.1555
149076ZNF362P54T-EHumanEsophagusESCC2.41e-101.73e-010.0975
149076ZNF362P57T-EHumanEsophagusESCC2.61e-132.83e-010.0926
149076ZNF362P61T-EHumanEsophagusESCC7.21e-103.39e-010.099
149076ZNF362P62T-EHumanEsophagusESCC2.84e-122.54e-010.1302
149076ZNF362P65T-EHumanEsophagusESCC1.94e-102.40e-010.0978
149076ZNF362P74T-EHumanEsophagusESCC1.84e-062.29e-010.1479
149076ZNF362P75T-EHumanEsophagusESCC1.34e-071.93e-010.1125
149076ZNF362P76T-EHumanEsophagusESCC2.11e-131.88e-010.1207
149076ZNF362P79T-EHumanEsophagusESCC4.64e-122.82e-010.1154
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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
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
ZNF362BASBreastADJAC116407.2,SAMHD1,CTSK, etc.6.28e-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.
ZNF362BASBreastPrecancerAC116407.2,SAMHD1,CTSK, etc.4.38e-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.
ZNF362GDTCervixADJCEACAM1,NCS1,COL1A2, etc.3.44e-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.
ZNF362CD8TEFFCervixADJCEACAM1,NCS1,COL1A2, etc.1.88e-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.
ZNF362STMColorectumHealthyVSNL1,NOVA1,FGF12, etc.1.85e-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.
ZNF362CFIBColorectumHealthyMUSK,CFH,MTERF1, etc.1.83e-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.
ZNF362NKLungADJTTC13,BCOR,AL121935.1, etc.2.20e-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.
ZNF362NKOral cavityADJPRKD3,INPP5F,ZMYM2, etc.3.09e-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.
ZNF362CD8TEXINTOral cavityHealthyPRKD3,INPP5F,ZMYM2, etc.9.83e-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.
ZNF362MDSCsOral cavityHealthyPRKD3,INPP5F,ZMYM2, etc.3.10e-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
ZNF362SNVMissense_Mutationrs767611931c.614N>Tp.Pro205Leup.P205LQ5T0B9protein_codingtolerated(0.42)benign(0.212)TCGA-BH-A0HA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ZNF362SNVMissense_Mutationc.962N>Tp.Ala321Valp.A321VQ5T0B9protein_codingdeleterious(0)probably_damaging(0.992)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
ZNF362SNVMissense_Mutationnovelc.883N>Tp.Leu295Phep.L295FQ5T0B9protein_codingdeleterious(0)benign(0.22)TCGA-VS-A8Q9-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
ZNF362SNVMissense_Mutationnovelc.478N>Cp.Ser160Prop.S160PQ5T0B9protein_codingtolerated(0.16)benign(0.26)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
ZNF362SNVMissense_Mutationc.536T>Ap.Ile179Asnp.I179NQ5T0B9protein_codingtolerated(0.58)benign(0.011)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
ZNF362SNVMissense_Mutationc.1213C>Tp.Pro405Serp.P405SQ5T0B9protein_codingdeleterious_low_confidence(0)probably_damaging(0.968)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
ZNF362SNVMissense_Mutationrs377378847c.1060G>Ap.Ala354Thrp.A354TQ5T0B9protein_codingtolerated(0.13)benign(0.102)TCGA-DM-A28K-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
ZNF362SNVMissense_Mutationc.696C>Gp.Cys232Trpp.C232WQ5T0B9protein_codingdeleterious(0)probably_damaging(0.984)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
ZNF362deletionFrame_Shift_Delc.611delGp.Gly204ValfsTer6p.G204Vfs*6Q5T0B9protein_codingTCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
ZNF362SNVMissense_Mutationrs756484246c.547G>Ap.Gly183Serp.G183SQ5T0B9protein_codingtolerated(0.28)benign(0.001)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<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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