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: RNF219

Gene summary for RNF219

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RNF219

Gene ID

79596

Gene nameORC ubiquitin ligase 1
Gene AliasC13orf7
Cytomap13q31.1
Gene Typeprotein-coding
GO ID

GO:0006260

UniProtAcc

Q5W0B1


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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
79596RNF219P2T-EHumanEsophagusESCC1.26e-133.23e-010.1177
79596RNF219P4T-EHumanEsophagusESCC4.07e-092.37e-010.1323
79596RNF219P5T-EHumanEsophagusESCC2.53e-031.03e-010.1327
79596RNF219P8T-EHumanEsophagusESCC2.15e-142.83e-010.0889
79596RNF219P10T-EHumanEsophagusESCC5.32e-122.78e-010.116
79596RNF219P11T-EHumanEsophagusESCC2.25e-072.36e-010.1426
79596RNF219P12T-EHumanEsophagusESCC6.57e-082.22e-010.1122
79596RNF219P15T-EHumanEsophagusESCC2.62e-081.90e-010.1149
79596RNF219P16T-EHumanEsophagusESCC4.66e-152.41e-010.1153
79596RNF219P17T-EHumanEsophagusESCC3.93e-093.85e-010.1278
79596RNF219P20T-EHumanEsophagusESCC6.61e-082.08e-010.1124
79596RNF219P21T-EHumanEsophagusESCC1.55e-041.41e-010.1617
79596RNF219P22T-EHumanEsophagusESCC2.52e-071.76e-010.1236
79596RNF219P23T-EHumanEsophagusESCC3.09e-041.63e-010.108
79596RNF219P24T-EHumanEsophagusESCC1.24e-051.29e-010.1287
79596RNF219P26T-EHumanEsophagusESCC1.54e-112.74e-010.1276
79596RNF219P27T-EHumanEsophagusESCC1.00e-051.71e-010.1055
79596RNF219P28T-EHumanEsophagusESCC2.11e-037.83e-020.1149
79596RNF219P30T-EHumanEsophagusESCC1.01e-112.51e-010.137
79596RNF219P31T-EHumanEsophagusESCC2.50e-059.72e-020.1251
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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
∗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
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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
RNF219SNVMissense_Mutationc.1614N>Gp.Ile538Metp.I538MQ5W0B1protein_codingdeleterious(0)possibly_damaging(0.535)TCGA-A8-A099-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyexemestaneSD
RNF219SNVMissense_Mutationc.514N>Cp.Glu172Glnp.E172QQ5W0B1protein_codingdeleterious(0.03)probably_damaging(0.941)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RNF219SNVMissense_Mutationnovelc.226N>Ap.Glu76Lysp.E76KQ5W0B1protein_codingtolerated(0.1)benign(0.395)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
RNF219SNVMissense_Mutationc.1441N>Cp.Glu481Glnp.E481QQ5W0B1protein_codingtolerated(0.2)benign(0.399)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RNF219SNVMissense_Mutationc.600A>Cp.Leu200Phep.L200FQ5W0B1protein_codingtolerated(0.12)possibly_damaging(0.523)TCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
RNF219SNVMissense_Mutationrs772512784c.2122N>Gp.Lys708Glup.K708EQ5W0B1protein_codingdeleterious(0)benign(0.019)TCGA-BH-A0AV-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
RNF219SNVMissense_Mutationrs778312965c.386N>Tp.Asp129Valp.D129VQ5W0B1protein_codingdeleterious(0.03)benign(0.397)TCGA-C8-A1HJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RNF219SNVMissense_Mutationnovelc.2089N>Cp.Glu697Glnp.E697QQ5W0B1protein_codingdeleterious(0)possibly_damaging(0.601)TCGA-UU-A93S-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
RNF219insertionFrame_Shift_Insnovelc.862_863insTTATTTTTGTGTTTTGGGGTTGGTTGGTTGGp.Asp288ValfsTer20p.D288Vfs*20Q5W0B1protein_codingTCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RNF219insertionFrame_Shift_Insnovelc.1129_1130insTAATGAAATCAAAp.Pro377LeufsTer9p.P377Lfs*9Q5W0B1protein_codingTCGA-BH-A0HK-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
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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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