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:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0009896ColorectumADpositive regulation of catabolic process180/3918492/187234.33e-161.94e-13180
GO:0031331ColorectumADpositive regulation of cellular catabolic process156/3918427/187234.68e-141.05e-11156
GO:0019058ColorectumADviral life cycle119/3918317/187236.18e-128.23e-10119
GO:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0022411ColorectumADcellular component disassembly147/3918443/187238.53e-106.76e-08147
GO:0010506ColorectumADregulation of autophagy111/3918317/187233.57e-092.35e-07111
GO:0016236ColorectumADmacroautophagy103/3918291/187236.76e-094.15e-07103
GO:0032984ColorectumADprotein-containing complex disassembly81/3918224/187239.41e-084.65e-0681
GO:0044403ColorectumADbiological process involved in symbiotic interaction99/3918290/187231.02e-074.93e-0699
GO:0016050ColorectumADvesicle organization101/3918300/187231.65e-077.17e-06101
GO:0051701ColorectumADbiological process involved in interaction with host73/3918203/187235.08e-071.88e-0573
GO:0006890ColorectumADretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum27/391852/187237.67e-072.70e-0527
GO:0043112ColorectumADreceptor metabolic process62/3918166/187238.18e-072.85e-0562
GO:0052126ColorectumADmovement in host environment63/3918175/187232.85e-068.11e-0563
GO:0000910ColorectumADcytokinesis59/3918173/187233.74e-056.75e-0459
GO:0046718ColorectumADviral entry into host cell51/3918144/187233.99e-057.16e-0451
GO:0071985ColorectumADmultivesicular body sorting pathway19/391837/187234.08e-057.26e-0419
GO:0016241ColorectumADregulation of macroautophagy50/3918141/187234.55e-057.92e-0450
GO:0044409ColorectumADentry into host51/3918151/187231.60e-042.21e-0351
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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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