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: RNF185

Gene summary for RNF185

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF185

Gene ID

91445

Gene namering finger protein 185
Gene AliasRNF185
Cytomap22q12.2
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A024R1H4


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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
91445RNF185LZE4THumanEsophagusESCC3.38e-092.50e-010.0811
91445RNF185LZE24THumanEsophagusESCC1.67e-082.23e-010.0596
91445RNF185LZE21THumanEsophagusESCC8.53e-031.77e-010.0655
91445RNF185P1T-EHumanEsophagusESCC1.23e-042.48e-010.0875
91445RNF185P2T-EHumanEsophagusESCC1.90e-101.75e-010.1177
91445RNF185P4T-EHumanEsophagusESCC1.78e-111.47e-010.1323
91445RNF185P5T-EHumanEsophagusESCC5.00e-044.35e-020.1327
91445RNF185P8T-EHumanEsophagusESCC1.97e-101.90e-010.0889
91445RNF185P9T-EHumanEsophagusESCC5.51e-071.33e-010.1131
91445RNF185P10T-EHumanEsophagusESCC4.16e-223.39e-010.116
91445RNF185P11T-EHumanEsophagusESCC5.80e-102.78e-010.1426
91445RNF185P12T-EHumanEsophagusESCC4.16e-223.88e-010.1122
91445RNF185P15T-EHumanEsophagusESCC1.42e-133.06e-010.1149
91445RNF185P16T-EHumanEsophagusESCC8.08e-193.61e-010.1153
91445RNF185P17T-EHumanEsophagusESCC4.89e-052.39e-010.1278
91445RNF185P20T-EHumanEsophagusESCC5.79e-091.97e-010.1124
91445RNF185P21T-EHumanEsophagusESCC2.05e-071.80e-010.1617
91445RNF185P22T-EHumanEsophagusESCC2.25e-132.08e-010.1236
91445RNF185P23T-EHumanEsophagusESCC5.64e-113.00e-010.108
91445RNF185P24T-EHumanEsophagusESCC6.43e-078.29e-020.1287
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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
∗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:00518654LiverHCCprotein autoubiquitination42/795873/187236.78e-032.73e-0242
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04141211EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa04141310EsophagusESCCProtein processing in endoplasmic reticulum147/4205174/84653.29e-221.10e-195.64e-20147
hsa0414122LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
hsa0414132LiverHCCProtein processing in endoplasmic reticulum146/4020174/84657.34e-242.46e-211.37e-21146
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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
RNF185SNVMissense_Mutationnovelc.47G>Ap.Ser16Asnp.S16NQ96GF1protein_codingtolerated(0.17)benign(0.027)TCGA-AC-A5EH-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RNF185SNVMissense_Mutationc.223N>Tp.Val75Leup.V75LQ96GF1protein_codingtolerated(0.41)probably_damaging(0.935)TCGA-AN-A0AR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RNF185SNVMissense_Mutationc.339G>Cp.Gln113Hisp.Q113HQ96GF1protein_codingtolerated(0.05)probably_damaging(0.948)TCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RNF185SNVMissense_Mutationc.339N>Cp.Gln113Hisp.Q113HQ96GF1protein_codingtolerated(0.05)probably_damaging(0.948)TCGA-ZJ-A8QQ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
RNF185SNVMissense_Mutationc.281G>Tp.Arg94Metp.R94MQ96GF1protein_codingdeleterious(0)probably_damaging(0.962)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RNF185SNVMissense_Mutationrs780610930c.458T>Cp.Ile153Thrp.I153TQ96GF1protein_codingtolerated(0.28)benign(0)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
RNF185SNVMissense_Mutationrs763981355c.405N>Ap.Met135Ilep.M135IQ96GF1protein_codingdeleterious(0.02)benign(0.38)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RNF185SNVMissense_Mutationnovelc.112G>Ap.Glu38Lysp.E38KQ96GF1protein_codingdeleterious(0)probably_damaging(0.974)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RNF185SNVMissense_Mutationrs146844244c.148G>Ap.Val50Ilep.V50IQ96GF1protein_codingdeleterious(0)probably_damaging(0.939)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
RNF185SNVMissense_Mutationrs201108552c.20N>Tp.Ser7Leup.S7LQ96GF1protein_codingtolerated(0.08)benign(0)TCGA-AX-A1C4-01Endometriumuterine 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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