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: RNF25

Gene summary for RNF25

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF25

Gene ID

64320

Gene namering finger protein 25
Gene AliasAO7
Cytomap2q35
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q96BH1


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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
64320RNF25P27T-EHumanEsophagusESCC4.80e-111.77e-010.1055
64320RNF25P28T-EHumanEsophagusESCC5.39e-072.35e-010.1149
64320RNF25P30T-EHumanEsophagusESCC2.68e-123.37e-010.137
64320RNF25P31T-EHumanEsophagusESCC2.90e-152.98e-010.1251
64320RNF25P32T-EHumanEsophagusESCC1.65e-234.98e-010.1666
64320RNF25P36T-EHumanEsophagusESCC2.60e-051.63e-010.1187
64320RNF25P37T-EHumanEsophagusESCC3.07e-091.10e-010.1371
64320RNF25P39T-EHumanEsophagusESCC1.47e-064.89e-020.0894
64320RNF25P40T-EHumanEsophagusESCC7.07e-041.28e-010.109
64320RNF25P42T-EHumanEsophagusESCC2.87e-051.23e-010.1175
64320RNF25P44T-EHumanEsophagusESCC3.18e-049.30e-020.1096
64320RNF25P47T-EHumanEsophagusESCC4.05e-056.86e-020.1067
64320RNF25P48T-EHumanEsophagusESCC4.26e-056.71e-020.0959
64320RNF25P49T-EHumanEsophagusESCC1.40e-099.26e-010.1768
64320RNF25P52T-EHumanEsophagusESCC2.13e-182.23e-010.1555
64320RNF25P54T-EHumanEsophagusESCC5.21e-102.01e-010.0975
64320RNF25P56T-EHumanEsophagusESCC4.61e-048.63e-010.1613
64320RNF25P57T-EHumanEsophagusESCC8.27e-041.28e-010.0926
64320RNF25P61T-EHumanEsophagusESCC1.55e-102.52e-010.099
64320RNF25P62T-EHumanEsophagusESCC2.45e-244.03e-010.1302
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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
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
∗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
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:00510918EsophagusESCCpositive regulation of DNA-binding transcription factor activity155/8552260/187233.83e-064.14e-05155
GO:00510926EsophagusESCCpositive regulation of NF-kappaB transcription factor activity91/8552152/187232.91e-041.75e-0391
GO:00510902LiverHCCregulation of DNA-binding transcription factor activity220/7958440/187238.04e-044.82e-03220
GO:00510913LiverHCCpositive regulation of DNA-binding transcription factor activity131/7958260/187235.98e-032.45e-02131
GO:00510907Oral cavityOSCCregulation of DNA-binding transcription factor activity221/7305440/187239.06e-071.23e-05221
GO:00510917Oral cavityOSCCpositive regulation of DNA-binding transcription factor activity134/7305260/187232.52e-052.35e-04134
GO:00510925Oral cavityOSCCpositive regulation of NF-kappaB transcription factor activity82/7305152/187231.28e-049.13e-0482
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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
∗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
RNF25insertionFrame_Shift_Insnovelc.1273_1274insTAATCCCAGCTACTCAGGAGGCTGAGGCAGGAGAATCp.Gly425ValfsTer44p.G425Vfs*44Q96BH1protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
RNF25insertionFrame_Shift_Insnovelc.1040_1041insCACCTGGGCAGGACTGATCTGGTTTGTAGCTCGAAGGACATGTTCTp.Trp347CysfsTer33p.W347Cfs*33Q96BH1protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
RNF25SNVMissense_Mutationrs761598782c.1301G>Ap.Arg434Hisp.R434HQ96BH1protein_codingtolerated(0.13)benign(0.001)TCGA-VS-A9UV-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownPD
RNF25SNVMissense_Mutationc.844A>Gp.Lys282Glup.K282EQ96BH1protein_codingtolerated(1)benign(0.003)TCGA-AA-3844-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapycapecitabinePD
RNF25SNVMissense_Mutationnovelc.590A>Gp.Gln197Argp.Q197RQ96BH1protein_codingdeleterious(0.04)possibly_damaging(0.857)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RNF25SNVMissense_Mutationnovelc.1280N>Tp.Thr427Ilep.T427IQ96BH1protein_codingdeleterious(0.03)benign(0.003)TCGA-AA-3966-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF25SNVMissense_Mutationrs186960212c.1100G>Ap.Arg367Hisp.R367HQ96BH1protein_codingtolerated(0.11)benign(0.051)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
RNF25SNVMissense_Mutationc.773G>Ap.Arg258Glnp.R258QQ96BH1protein_codingdeleterious(0.01)possibly_damaging(0.462)TCGA-DM-A1D0-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF25SNVMissense_Mutationrs377322408c.991N>Ap.Glu331Lysp.E331KQ96BH1protein_codingtolerated(0.17)benign(0.013)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
RNF25deletionFrame_Shift_Delc.749delNp.Gly250GlufsTer29p.G250Efs*29Q96BH1protein_codingTCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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