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: UVRAG

Gene summary for UVRAG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UVRAG

Gene ID

7405

Gene nameUV radiation resistance associated
Gene AliasDHTX
Cytomap11q13.5
Gene Typeprotein-coding
GO ID

GO:0000226

UniProtAcc

Q9P2Y5


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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
7405UVRAGHTA11_3410_2000001011HumanColorectumAD1.67e-04-4.23e-010.0155
7405UVRAGHTA11_7696_3000711011HumanColorectumAD1.36e-06-2.71e-010.0674
7405UVRAGHTA11_99999974143_84620HumanColorectumMSS5.12e-08-3.94e-010.3005
7405UVRAGA015-C-203HumanColorectumFAP2.26e-26-4.53e-01-0.1294
7405UVRAGA015-C-204HumanColorectumFAP5.50e-05-3.35e-01-0.0228
7405UVRAGA014-C-040HumanColorectumFAP5.10e-04-5.23e-01-0.1184
7405UVRAGA002-C-201HumanColorectumFAP1.36e-10-3.61e-010.0324
7405UVRAGA002-C-203HumanColorectumFAP3.29e-03-1.74e-010.2786
7405UVRAGA001-C-119HumanColorectumFAP7.59e-04-3.80e-01-0.1557
7405UVRAGA001-C-108HumanColorectumFAP3.07e-10-2.90e-01-0.0272
7405UVRAGA002-C-205HumanColorectumFAP2.83e-18-4.34e-01-0.1236
7405UVRAGA001-C-104HumanColorectumFAP7.24e-05-2.35e-010.0184
7405UVRAGA015-C-006HumanColorectumFAP1.39e-13-4.27e-01-0.0994
7405UVRAGA015-C-106HumanColorectumFAP6.01e-05-1.93e-01-0.0511
7405UVRAGA002-C-114HumanColorectumFAP1.46e-13-3.96e-01-0.1561
7405UVRAGA015-C-104HumanColorectumFAP1.84e-26-4.69e-01-0.1899
7405UVRAGA001-C-014HumanColorectumFAP2.87e-10-2.31e-010.0135
7405UVRAGA002-C-016HumanColorectumFAP9.35e-17-3.32e-010.0521
7405UVRAGA015-C-002HumanColorectumFAP3.99e-07-2.77e-01-0.0763
7405UVRAGA001-C-203HumanColorectumFAP7.27e-05-2.24e-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
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
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
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:00431121ColorectumMSSreceptor metabolic process57/3467166/187238.47e-072.97e-0557
GO:00521262ColorectumMSSmovement in host environment58/3467175/187232.50e-067.64e-0558
GO:00329842ColorectumMSSprotein-containing complex disassembly69/3467224/187235.61e-061.50e-0469
GO:00467182ColorectumMSSviral entry into host cell47/3467144/187233.35e-056.56e-0447
GO:00444092ColorectumMSSentry into host47/3467151/187231.24e-041.91e-0347
GO:00162412ColorectumMSSregulation of macroautophagy44/3467141/187231.88e-042.64e-0344
GO:00719002ColorectumMSSregulation of protein serine/threonine kinase activity93/3467359/187232.98e-043.91e-0393
GO:00070511ColorectumMSSspindle organization53/3467184/187234.23e-045.19e-0353
GO:00719852ColorectumMSSmultivesicular body sorting pathway16/346737/187234.51e-045.38e-0316
GO:00009102ColorectumMSScytokinesis49/3467173/187231.02e-031.02e-0249
GO:00516512ColorectumMSSmaintenance of location in cell57/3467214/187232.07e-031.76e-0257
GO:00328011ColorectumMSSreceptor catabolic process12/346728/187232.53e-032.02e-0212
GO:0006302ColorectumMSSdouble-strand break repair64/3467251/187233.58e-032.65e-0264
GO:00482841ColorectumMSSorganelle fusion39/3467141/187234.91e-033.42e-0239
GO:0051645ColorectumMSSGolgi localization7/346714/187237.51e-034.72e-027
GO:00160324ColorectumFAPviral process114/2622415/187233.00e-132.63e-10114
GO:00098964ColorectumFAPpositive regulation of catabolic process126/2622492/187233.76e-122.56e-09126
GO:00313314ColorectumFAPpositive regulation of cellular catabolic process110/2622427/187236.09e-112.19e-08110
GO:00481934ColorectumFAPGolgi vesicle transport77/2622296/187232.86e-082.62e-0677
GO:00190584ColorectumFAPviral life cycle81/2622317/187232.97e-082.64e-0681
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04140ColorectumADAutophagy - animal49/2092141/84654.58e-032.20e-021.40e-0249
hsa041401ColorectumADAutophagy - animal49/2092141/84654.58e-032.20e-021.40e-0249
hsa0414010EsophagusESCCAutophagy - animal101/4205141/84657.60e-086.21e-073.18e-07101
hsa0414015EsophagusESCCAutophagy - animal101/4205141/84657.60e-086.21e-073.18e-07101
hsa0414021LiverHCCAutophagy - animal99/4020141/84653.08e-084.70e-072.61e-0799
hsa0414031LiverHCCAutophagy - animal99/4020141/84653.08e-084.70e-072.61e-0799
hsa041407LungIACAutophagy - animal28/1053141/84657.64e-033.03e-022.01e-0228
hsa0414012LungIACAutophagy - animal28/1053141/84657.64e-033.03e-022.01e-0228
hsa0414022LungAISAutophagy - animal26/961141/84658.23e-033.71e-022.37e-0226
hsa0414032LungAISAutophagy - animal26/961141/84658.23e-033.71e-022.37e-0226
hsa041409Oral cavityOSCCAutophagy - animal94/3704141/84652.73e-082.38e-071.21e-0794
hsa0414014Oral cavityOSCCAutophagy - animal94/3704141/84652.73e-082.38e-071.21e-0794
hsa0414041Oral cavityEOLPAutophagy - animal39/1218141/84652.68e-051.38e-048.12e-0539
hsa0414051Oral cavityEOLPAutophagy - animal39/1218141/84652.68e-051.38e-048.12e-0539
hsa0414061Oral cavityNEOLPAutophagy - animal32/1112141/84651.17e-035.56e-033.49e-0332
hsa0414071Oral cavityNEOLPAutophagy - animal32/1112141/84651.17e-035.56e-033.49e-0332
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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
UVRAGSNVMissense_Mutationc.584N>Tp.Ser195Phep.S195FQ9P2Y5protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-A7-A4SB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelCR
UVRAGSNVMissense_Mutationc.1643N>Gp.Ser548Cysp.S548CQ9P2Y5protein_codingdeleterious_low_confidence(0.02)benign(0.005)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
UVRAGSNVMissense_Mutationc.274N>Tp.Pro92Serp.P92SQ9P2Y5protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A159-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
UVRAGSNVMissense_Mutationc.1189G>Cp.Asp397Hisp.D397HQ9P2Y5protein_codingdeleterious(0.02)probably_damaging(0.994)TCGA-BI-A0VR-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
UVRAGSNVMissense_Mutationc.1108C>Gp.Leu370Valp.L370VQ9P2Y5protein_codingdeleterious(0.05)possibly_damaging(0.906)TCGA-C5-A2LX-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
UVRAGSNVMissense_Mutationc.650N>Ap.Gly217Glup.G217EQ9P2Y5protein_codingdeleterious(0.04)probably_damaging(0.975)TCGA-RA-A741-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
UVRAGSNVMissense_Mutationnovelc.155N>Gp.Asn52Serp.N52SQ9P2Y5protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UVRAGSNVMissense_Mutationc.292G>Ap.Asp98Asnp.D98NQ9P2Y5protein_codingdeleterious(0)probably_damaging(0.995)TCGA-CA-6718-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownPD
UVRAGSNVMissense_Mutationc.1154N>Ap.Pro385Hisp.P385HQ9P2Y5protein_codingdeleterious(0)probably_damaging(0.982)TCGA-G4-6309-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaPD
UVRAGSNVMissense_Mutationc.225N>Tp.Lys75Asnp.K75NQ9P2Y5protein_codingtolerated(0.37)benign(0.085)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<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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