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: RNF113A

Gene summary for RNF113A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF113A

Gene ID

7737

Gene namering finger protein 113A
Gene AliasCwc24
CytomapXq24
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

O15541


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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
7737RNF113ALZE4THumanEsophagusESCC5.77e-032.12e-010.0811
7737RNF113ALZE7THumanEsophagusESCC1.67e-087.47e-010.0667
7737RNF113ALZE8THumanEsophagusESCC4.30e-021.03e-010.067
7737RNF113ALZE20THumanEsophagusESCC3.68e-053.13e-010.0662
7737RNF113ALZE24THumanEsophagusESCC3.68e-247.42e-010.0596
7737RNF113ALZE21THumanEsophagusESCC2.06e-052.13e-010.0655
7737RNF113ALZE6THumanEsophagusESCC9.67e-072.39e-010.0845
7737RNF113AP1T-EHumanEsophagusESCC7.80e-085.42e-010.0875
7737RNF113AP2T-EHumanEsophagusESCC1.98e-254.77e-010.1177
7737RNF113AP4T-EHumanEsophagusESCC1.22e-123.89e-010.1323
7737RNF113AP5T-EHumanEsophagusESCC1.22e-072.07e-010.1327
7737RNF113AP8T-EHumanEsophagusESCC1.36e-142.34e-010.0889
7737RNF113AP9T-EHumanEsophagusESCC2.53e-213.93e-010.1131
7737RNF113AP10T-EHumanEsophagusESCC8.00e-357.11e-010.116
7737RNF113AP11T-EHumanEsophagusESCC2.13e-083.67e-010.1426
7737RNF113AP12T-EHumanEsophagusESCC1.23e-142.03e-010.1122
7737RNF113AP15T-EHumanEsophagusESCC2.80e-122.80e-010.1149
7737RNF113AP16T-EHumanEsophagusESCC4.58e-152.24e-010.1153
7737RNF113AP17T-EHumanEsophagusESCC4.93e-072.43e-010.1278
7737RNF113AP20T-EHumanEsophagusESCC2.93e-133.82e-010.1124
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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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:003447015EsophagusESCCncRNA processing300/8552395/187233.09e-353.26e-32300
GO:003466012EsophagusESCCncRNA metabolic process346/8552485/187234.35e-312.51e-28346
GO:0000375111EsophagusESCCRNA splicing, via transesterification reactions248/8552324/187233.05e-301.49e-27248
GO:0000377111EsophagusESCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile244/8552320/187232.52e-291.07e-26244
GO:0000398111EsophagusESCCmRNA splicing, via spliceosome244/8552320/187232.52e-291.07e-26244
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:00607595EsophagusESCCregulation of response to cytokine stimulus103/8552162/187233.14e-063.53e-05103
GO:00019595EsophagusESCCregulation of cytokine-mediated signaling pathway95/8552150/187239.48e-069.04e-0595
GO:000838012LiverCirrhoticRNA splicing229/4634434/187239.13e-372.86e-33229
GO:000037512LiverCirrhoticRNA splicing, via transesterification reactions175/4634324/187235.95e-307.47e-27175
GO:000037712LiverCirrhoticRNA splicing, via transesterification reactions with bulged adenosine as nucleophile172/4634320/187234.02e-293.60e-26172
GO:000039812LiverCirrhoticmRNA splicing, via spliceosome172/4634320/187234.02e-293.60e-26172
GO:00344701LiverCirrhoticncRNA processing158/4634395/187231.09e-116.96e-10158
GO:00346603LiverCirrhoticncRNA metabolic process173/4634485/187233.64e-081.21e-06173
GO:00182051LiverCirrhoticpeptidyl-lysine modification134/4634376/187231.29e-062.59e-05134
GO:0016074LiverCirrhoticsno(s)RNA metabolic process9/463416/187236.94e-033.38e-029
GO:0043144LiverCirrhoticsno(s)RNA processing8/463414/187239.65e-034.35e-028
GO:00344702LiverHCCncRNA processing293/7958395/187234.26e-386.76e-35293
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
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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
RNF113ASNVMissense_Mutationc.334N>Cp.Glu112Glnp.E112QO15541protein_codingtolerated(0.29)possibly_damaging(0.685)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RNF113ASNVMissense_Mutationc.201N>Gp.Ile67Metp.I67MO15541protein_codingtolerated(0.08)benign(0.045)TCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF113ASNVMissense_Mutationc.622A>Gp.Thr208Alap.T208AO15541protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0AM-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RNF113ASNVMissense_Mutationc.385G>Ap.Asp129Asnp.D129NO15541protein_codingdeleterious(0.01)possibly_damaging(0.808)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
RNF113ASNVMissense_Mutationc.480N>Tp.Gln160Hisp.Q160HO15541protein_codingtolerated(0.2)benign(0.01)TCGA-E2-A154-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RNF113ASNVMissense_Mutationc.383N>Ap.Arg128Hisp.R128HO15541protein_codingtolerated(0.19)benign(0.003)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
RNF113AinsertionIn_Frame_Insnovelc.942_943insACAGGTGTGAGCCACCGAGCCCGGCTCCCTTGCTGTCTTGGAAGCp.Ile314_Ala315insThrGlyValSerHisArgAlaArgLeuProCysCysLeuGlySerp.I314_A315insTGVSHRARLPCCLGSO15541protein_codingTCGA-A8-A06P-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificSD
RNF113AinsertionFrame_Shift_Insnovelc.823_824insGGATTTTTAGCCCTAGGATAACCATTTTGCCTGTGTTTp.Thr275ArgfsTer52p.T275Rfs*52O15541protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF113AinsertionNonsense_Mutationnovelc.655_656insGTAGAGAAAGTGACAGAGCAGGCGGGTGGTGAAGTAGGGTCCTGGAp.Phe219CysfsTer11p.F219Cfs*11O15541protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RNF113ASNVMissense_Mutationnovelc.64N>Tp.Pro22Serp.P22SO15541protein_codingtolerated(0.74)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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