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: RNF139

Gene summary for RNF139

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF139

Gene ID

11236

Gene namering finger protein 139
Gene AliasHRCA1
Cytomap8q24.13
Gene Typeprotein-coding
GO ID

GO:0006412

UniProtAcc

Q8WU17


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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
11236RNF139LZE4THumanEsophagusESCC1.10e-051.26e-010.0811
11236RNF139LZE20THumanEsophagusESCC2.79e-051.47e-010.0662
11236RNF139LZE24THumanEsophagusESCC3.01e-122.96e-010.0596
11236RNF139LZE6THumanEsophagusESCC4.49e-023.35e-020.0845
11236RNF139P1T-EHumanEsophagusESCC9.65e-052.44e-010.0875
11236RNF139P2T-EHumanEsophagusESCC7.55e-294.21e-010.1177
11236RNF139P4T-EHumanEsophagusESCC1.50e-173.58e-010.1323
11236RNF139P5T-EHumanEsophagusESCC8.99e-293.25e-010.1327
11236RNF139P8T-EHumanEsophagusESCC4.13e-109.82e-020.0889
11236RNF139P9T-EHumanEsophagusESCC2.60e-133.03e-010.1131
11236RNF139P10T-EHumanEsophagusESCC1.40e-221.49e-010.116
11236RNF139P11T-EHumanEsophagusESCC1.74e-103.60e-010.1426
11236RNF139P12T-EHumanEsophagusESCC3.42e-173.82e-010.1122
11236RNF139P15T-EHumanEsophagusESCC1.83e-273.58e-010.1149
11236RNF139P16T-EHumanEsophagusESCC7.98e-162.34e-010.1153
11236RNF139P17T-EHumanEsophagusESCC2.22e-059.92e-020.1278
11236RNF139P20T-EHumanEsophagusESCC1.12e-111.25e-010.1124
11236RNF139P21T-EHumanEsophagusESCC3.79e-172.19e-010.1617
11236RNF139P22T-EHumanEsophagusESCC3.23e-138.68e-020.1236
11236RNF139P23T-EHumanEsophagusESCC5.14e-145.13e-010.108
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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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:001648514EsophagusESCCprotein processing134/8552225/187231.81e-051.60e-04134
GO:00316486EsophagusESCCprotein destabilization33/855246/187233.06e-041.83e-0333
GO:00065173EsophagusESCCprotein deglycosylation19/855226/187234.31e-031.71e-0219
GO:00606281EsophagusESCCregulation of ER to Golgi vesicle-mediated transport12/855215/187237.31e-032.63e-0212
GO:003424914EsophagusESCCnegative regulation of cellular amide metabolic process144/8552273/187231.08e-023.67e-02144
GO:004819311LiverCirrhoticGolgi vesicle transport153/4634296/187231.02e-236.43e-21153
GO:001049812LiverCirrhoticproteasomal protein catabolic process216/4634490/187232.52e-219.29e-19216
GO:004217612LiverCirrhoticregulation of protein catabolic process181/4634391/187237.94e-212.77e-18181
GO:000989612LiverCirrhoticpositive regulation of catabolic process215/4634492/187231.13e-203.56e-18215
GO:00349767LiverCirrhoticresponse to endoplasmic reticulum stress130/4634256/187231.72e-193.86e-17130
GO:003133112LiverCirrhoticpositive regulation of cellular catabolic process190/4634427/187231.94e-194.18e-17190
GO:003164712LiverCirrhoticregulation of protein stability144/4634298/187236.74e-191.28e-16144
GO:000688811LiverCirrhoticendoplasmic reticulum to Golgi vesicle-mediated transport77/4634130/187235.78e-177.56e-1577
GO:190336212LiverCirrhoticregulation of cellular protein catabolic process124/4634255/187239.85e-171.26e-14124
GO:004586212LiverCirrhoticpositive regulation of proteolysis163/4634372/187234.18e-165.14e-14163
GO:000641712LiverCirrhoticregulation of translation194/4634468/187237.28e-168.79e-14194
GO:004573212LiverCirrhoticpositive regulation of protein catabolic process112/4634231/187233.89e-154.21e-13112
GO:003238611LiverCirrhoticregulation of intracellular transport147/4634337/187231.84e-141.72e-12147
GO:190336412LiverCirrhoticpositive regulation of cellular protein catabolic process80/4634155/187235.04e-133.86e-1180
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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
RNF139SNVMissense_Mutationc.213N>Cp.Leu71Phep.L71FQ8WU17protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RNF139SNVMissense_Mutationrs758345551c.450N>Gp.Ile150Metp.I150MQ8WU17protein_codingtolerated(0.08)benign(0.079)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RNF139SNVMissense_Mutationrs145952657c.1774N>Ap.Glu592Lysp.E592KQ8WU17protein_codingtolerated(0.3)benign(0.229)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF139SNVMissense_Mutationc.706G>Ap.Asp236Asnp.D236NQ8WU17protein_codingtolerated(0.56)benign(0.048)TCGA-E2-A14V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RNF139insertionNonsense_Mutationnovelc.336_337insACCCTGAGGCTACAAGCAAAGCAGCTGCTATAGAAGAAGTCTCTGAGp.Ala113ThrfsTer11p.A113Tfs*11Q8WU17protein_codingTCGA-A2-A0CX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RNF139SNVMissense_Mutationnovelc.1682N>Tp.Thr561Ilep.T561IQ8WU17protein_codingdeleterious(0)probably_damaging(0.998)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF139SNVMissense_Mutationnovelc.1332N>Ap.Phe444Leup.F444LQ8WU17protein_codingdeleterious(0.05)possibly_damaging(0.841)TCGA-C5-A7X8-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
RNF139SNVMissense_Mutationc.1374C>Gp.Asp458Glup.D458EQ8WU17protein_codingdeleterious(0)probably_damaging(1)TCGA-LP-A5U3-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RNF139SNVMissense_Mutationc.190N>Ap.Ala64Thrp.A64TQ8WU17protein_codingtolerated(0.27)benign(0.007)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF139SNVMissense_Mutationc.1639N>Cp.Cys547Argp.C547RQ8WU17protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<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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