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: RNF103

Gene summary for RNF103

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF103

Gene ID

7844

Gene namering finger protein 103
Gene AliasHKF-1
Cytomap2p11.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

O00237


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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
7844RNF103HCC1_MengHumanLiverHCC3.97e-559.15e-030.0246
7844RNF103HCC2_MengHumanLiverHCC4.91e-412.84e-010.0107
7844RNF103cirrhotic2HumanLiverCirrhotic1.82e-025.34e-020.0201
7844RNF103HCC1HumanLiverHCC1.45e-022.72e+000.5336
7844RNF103HCC2HumanLiverHCC6.53e-082.33e+000.5341
7844RNF103Pt13.bHumanLiverHCC1.41e-02-5.13e-020.0251
7844RNF103S015HumanLiverHCC4.63e-022.85e-010.2375
7844RNF103S027HumanLiverHCC4.30e-025.06e-010.2446
7844RNF103S028HumanLiverHCC2.19e-064.76e-010.2503
7844RNF103S029HumanLiverHCC3.04e-055.39e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:001049812LiverCirrhoticproteasomal protein catabolic process216/4634490/187232.52e-219.29e-19216
GO:00349767LiverCirrhoticresponse to endoplasmic reticulum stress130/4634256/187231.72e-193.86e-17130
GO:004316112LiverCirrhoticproteasome-mediated ubiquitin-dependent protein catabolic process184/4634412/187234.52e-198.85e-17184
GO:0030433LiverCirrhoticubiquitin-dependent ERAD pathway45/463485/187232.19e-087.75e-0745
GO:00365032LiverCirrhoticERAD pathway53/4634107/187232.58e-088.89e-0753
GO:00065171LiverCirrhoticprotein deglycosylation14/463426/187231.37e-039.14e-0314
GO:00365071LiverCirrhoticprotein demannosylation10/463418/187235.00e-032.59e-0210
GO:00365081LiverCirrhoticprotein alpha-1,2-demannosylation10/463418/187235.00e-032.59e-0210
GO:001049822LiverHCCproteasomal protein catabolic process351/7958490/187236.92e-401.46e-36351
GO:004316122LiverHCCproteasome-mediated ubiquitin-dependent protein catabolic process299/7958412/187237.82e-368.27e-33299
GO:003497612LiverHCCresponse to endoplasmic reticulum stress189/7958256/187231.43e-244.06e-22189
GO:003650311LiverHCCERAD pathway88/7958107/187232.87e-172.85e-1588
GO:00304331LiverHCCubiquitin-dependent ERAD pathway72/795885/187239.78e-167.47e-1472
GO:00065172LiverHCCprotein deglycosylation22/795826/187231.23e-051.39e-0422
GO:00365072LiverHCCprotein demannosylation15/795818/187234.74e-043.12e-0315
GO:00365082LiverHCCprotein alpha-1,2-demannosylation15/795818/187234.74e-043.12e-0315
GO:1904380LiverHCCendoplasmic reticulum mannose trimming13/795815/187235.67e-043.61e-0313
GO:0009100LiverHCCglycoprotein metabolic process193/7958387/187231.89e-039.62e-03193
GO:001049818ProstateBPHproteasomal protein catabolic process153/3107490/187234.13e-167.51e-14153
GO:003497618ProstateBPHresponse to endoplasmic reticulum stress95/3107256/187231.54e-152.52e-1395
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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
RNF103SNVMissense_Mutationnovelc.1838N>Tp.Ala613Valp.A613VO00237protein_codingtolerated(0.32)benign(0.001)TCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
RNF103SNVMissense_Mutationrs780637344c.280N>Ap.Glu94Lysp.E94KO00237protein_codingtolerated(0.21)benign(0.335)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF103SNVMissense_Mutationnovelc.1250N>Tp.Pro417Leup.P417LO00237protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-C8-A8HP-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
RNF103SNVMissense_Mutationrs778172142c.1330N>Gp.Asn444Aspp.N444DO00237protein_codingtolerated(1)benign(0)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
RNF103SNVMissense_Mutationnovelc.1309A>Gp.Lys437Glup.K437EO00237protein_codingdeleterious(0.03)probably_damaging(0.98)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF103SNVMissense_Mutationrs143477816c.1616N>Tp.Ser539Leup.S539LO00237protein_codingtolerated(0.62)benign(0.062)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF103SNVMissense_Mutationnovelc.1807N>Cp.Asp603Hisp.D603HO00237protein_codingtolerated(0.05)benign(0.406)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RNF103SNVMissense_Mutationc.1474N>Ap.Arg492Serp.R492SO00237protein_codingdeleterious(0.02)possibly_damaging(0.758)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF103SNVMissense_Mutationrs780637344c.280G>Ap.Glu94Lysp.E94KO00237protein_codingtolerated(0.21)benign(0.335)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RNF103SNVMissense_Mutationnovelc.1765N>Ap.Glu589Lysp.E589KO00237protein_codingtolerated(0.74)benign(0.012)TCGA-AA-3684-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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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