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: UBR1

Gene summary for UBR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UBR1

Gene ID

197131

Gene nameubiquitin protein ligase E3 component n-recognin 1
Gene AliasJBS
Cytomap15q15.2
Gene Typeprotein-coding
GO ID

GO:0001101

UniProtAcc

Q8IWV7


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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
197131UBR1HTA11_3410_2000001011HumanColorectumAD5.77e-08-3.80e-010.0155
197131UBR1HTA11_99999974143_84620HumanColorectumMSS3.75e-02-2.51e-010.3005
197131UBR1F007HumanColorectumFAP1.01e-05-3.73e-010.1176
197131UBR1A015-C-203HumanColorectumFAP4.60e-21-4.28e-01-0.1294
197131UBR1A015-C-204HumanColorectumFAP1.09e-10-4.08e-01-0.0228
197131UBR1A014-C-040HumanColorectumFAP7.89e-04-3.05e-01-0.1184
197131UBR1A002-C-201HumanColorectumFAP3.00e-15-2.85e-010.0324
197131UBR1A002-C-203HumanColorectumFAP2.84e-02-2.03e-010.2786
197131UBR1A001-C-119HumanColorectumFAP4.55e-06-2.22e-01-0.1557
197131UBR1A001-C-108HumanColorectumFAP8.23e-10-2.26e-01-0.0272
197131UBR1A002-C-205HumanColorectumFAP1.76e-19-3.80e-01-0.1236
197131UBR1A015-C-005HumanColorectumFAP7.18e-07-2.90e-01-0.0336
197131UBR1A015-C-006HumanColorectumFAP1.24e-15-3.86e-01-0.0994
197131UBR1A015-C-106HumanColorectumFAP3.30e-08-2.06e-01-0.0511
197131UBR1A002-C-114HumanColorectumFAP4.04e-19-4.28e-01-0.1561
197131UBR1A015-C-104HumanColorectumFAP4.58e-23-4.07e-01-0.1899
197131UBR1A001-C-014HumanColorectumFAP2.62e-10-2.31e-010.0135
197131UBR1A002-C-016HumanColorectumFAP1.27e-15-3.23e-010.0521
197131UBR1A015-C-002HumanColorectumFAP2.86e-12-4.03e-01-0.0763
197131UBR1A001-C-203HumanColorectumFAP5.72e-08-2.75e-01-0.0481
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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:0010498ColorectumADproteasomal protein catabolic process174/3918490/187233.18e-147.66e-12174
GO:0043161ColorectumADproteasome-mediated ubiquitin-dependent protein catabolic process141/3918412/187231.77e-101.68e-08141
GO:00104982ColorectumMSSproteasomal protein catabolic process157/3467490/187232.39e-135.25e-11157
GO:00431612ColorectumMSSproteasome-mediated ubiquitin-dependent protein catabolic process127/3467412/187237.70e-106.32e-08127
GO:0031929ColorectumMSSTOR signaling35/3467126/187236.91e-034.44e-0235
GO:00431614ColorectumFAPproteasome-mediated ubiquitin-dependent protein catabolic process98/2622412/187235.41e-084.20e-0698
GO:00104984ColorectumFAPproteasomal protein catabolic process110/2622490/187232.12e-071.26e-05110
GO:00431615ColorectumCRCproteasome-mediated ubiquitin-dependent protein catabolic process69/2078412/187233.16e-044.90e-0369
GO:00104985ColorectumCRCproteasomal protein catabolic process77/2078490/187231.03e-031.21e-0277
GO:00104988LungIACproteasomal protein catabolic process90/2061490/187236.69e-073.89e-0590
GO:00431618LungIACproteasome-mediated ubiquitin-dependent protein catabolic process78/2061412/187231.10e-066.02e-0578
GO:00011014LungIACresponse to acid chemical25/2061135/187236.31e-034.51e-0225
GO:004316113LungAISproteasome-mediated ubiquitin-dependent protein catabolic process77/1849412/187232.74e-083.47e-0677
GO:001049813LungAISproteasomal protein catabolic process87/1849490/187234.15e-085.03e-0687
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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
UBR1SNVMissense_Mutationnovelc.781N>Gp.Thr261Alap.T261AQ8IWV7protein_codingtolerated(0.08)benign(0.063)TCGA-A7-A4SF-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
UBR1SNVMissense_Mutationc.3841G>Ap.Glu1281Lysp.E1281KQ8IWV7protein_codingtolerated(0.27)benign(0.003)TCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
UBR1SNVMissense_Mutationc.1353G>Tp.Glu451Aspp.E451DQ8IWV7protein_codingtolerated(0.08)benign(0.028)TCGA-AO-A0JB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
UBR1SNVMissense_Mutationc.88N>Tp.Asp30Tyrp.D30YQ8IWV7protein_codingtolerated(0.1)benign(0.125)TCGA-AO-A1KR-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
UBR1SNVMissense_Mutationnovelc.4259A>Tp.Asp1420Valp.D1420VQ8IWV7protein_codingdeleterious(0)possibly_damaging(0.796)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UBR1SNVMissense_Mutationc.4258G>Ap.Asp1420Asnp.D1420NQ8IWV7protein_codingdeleterious(0.04)possibly_damaging(0.631)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UBR1SNVMissense_Mutationc.3870C>Gp.Ile1290Metp.I1290MQ8IWV7protein_codingtolerated(0.09)possibly_damaging(0.853)TCGA-EW-A1J5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
UBR1SNVMissense_Mutationnovelc.761C>Ap.Ala254Glup.A254EQ8IWV7protein_codingtolerated(0.22)benign(0.197)TCGA-OL-A6VQ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UBR1insertionFrame_Shift_Insnovelc.3159_3160insGAGATp.Asn1054GlufsTer45p.N1054Efs*45Q8IWV7protein_codingTCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
UBR1insertionFrame_Shift_Insnovelc.3158_3159insGGTGGAGGTTGTAGCAAGCp.Asp1053GlufsTer30p.D1053Efs*30Q8IWV7protein_codingTCGA-A8-A09T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyanastrozoleSD
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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
197131UBR1ENZYMEDEXAMETHASONEDEXAMETHASONE17264220
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