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: UGT1A6

Gene summary for UGT1A6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UGT1A6

Gene ID

54578

Gene nameUDP glucuronosyltransferase family 1 member A6
Gene AliasGNT1
Cytomap2q37.1
Gene Typeprotein-coding
GO ID

GO:0006063

UniProtAcc

P19224


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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
54578UGT1A6LZE2THumanEsophagusESCC1.80e-118.56e-010.082
54578UGT1A6LZE4THumanEsophagusESCC1.68e-411.18e+000.0811
54578UGT1A6LZE7THumanEsophagusESCC9.32e-083.83e-010.0667
54578UGT1A6LZE8THumanEsophagusESCC3.19e-083.17e-010.067
54578UGT1A6LZE20THumanEsophagusESCC2.95e-062.82e-010.0662
54578UGT1A6LZE22THumanEsophagusESCC1.40e-065.15e-010.068
54578UGT1A6LZE24THumanEsophagusESCC2.62e-154.62e-010.0596
54578UGT1A6LZE21THumanEsophagusESCC1.37e-063.87e-010.0655
54578UGT1A6P1T-EHumanEsophagusESCC7.43e-094.15e-010.0875
54578UGT1A6P4T-EHumanEsophagusESCC1.81e-358.12e-010.1323
54578UGT1A6P8T-EHumanEsophagusESCC1.88e-112.43e-010.0889
54578UGT1A6P9T-EHumanEsophagusESCC3.42e-286.93e-010.1131
54578UGT1A6P10T-EHumanEsophagusESCC3.90e-661.15e+000.116
54578UGT1A6P11T-EHumanEsophagusESCC6.74e-093.76e-010.1426
54578UGT1A6P12T-EHumanEsophagusESCC4.19e-821.72e+000.1122
54578UGT1A6P15T-EHumanEsophagusESCC1.05e-902.63e+000.1149
54578UGT1A6P20T-EHumanEsophagusESCC8.24e-041.34e-010.1124
54578UGT1A6P21T-EHumanEsophagusESCC1.66e-021.14e-010.1617
54578UGT1A6P22T-EHumanEsophagusESCC6.76e-781.28e+000.1236
54578UGT1A6P23T-EHumanEsophagusESCC5.34e-195.54e-010.108
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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:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:000941022LiverHCCresponse to xenobiotic stimulus248/7958462/187236.47e-071.02e-05248
GO:00714662LiverHCCcellular response to xenobiotic stimulus93/7958177/187234.35e-031.89e-0293
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012405EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa0124012EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa012402LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa009832LiverHCCDrug metabolism - other enzymes54/402080/84652.25e-041.09e-036.08e-0454
hsa012403LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa009833LiverHCCDrug metabolism - other enzymes54/402080/84652.25e-041.09e-036.08e-0454
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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
UGT1A6SNVMissense_Mutationc.1180N>Tp.Gly394Cysp.G394CP19224protein_codingdeleterious(0)probably_damaging(1)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
UGT1A6SNVMissense_Mutationrs367897068c.1181N>Tp.Gly394Valp.G394VP19224protein_codingdeleterious(0)probably_damaging(0.967)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
UGT1A6SNVMissense_Mutationc.220N>Gp.Thr74Alap.T74AP19224protein_codingtolerated(0.07)benign(0.073)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
UGT1A6SNVMissense_Mutationrs546429827c.16N>Tp.Arg6Cysp.R6CP19224protein_codingtolerated(0.16)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UGT1A6SNVMissense_Mutationnovelc.836N>Tp.Cys279Phep.C279FP19224protein_codingdeleterious(0)probably_damaging(0.992)TCGA-AN-A0AL-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
UGT1A6SNVMissense_Mutationc.1320N>Ap.Met440Ilep.M440IP19224protein_codingdeleterious(0.02)benign(0.035)TCGA-D8-A146-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UGT1A6SNVMissense_Mutationnovelc.94G>Tp.Val32Phep.V32FP19224protein_codingtolerated(0.06)benign(0.232)TCGA-E2-A15T-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
UGT1A6SNVMissense_Mutationrs140613392c.1205G>Ap.Arg402Hisp.R402HP19224protein_codingtolerated(0.19)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UGT1A6SNVMissense_Mutationnovelc.409N>Tp.Asn137Tyrp.N137YP19224protein_codingdeleterious(0.01)benign(0.041)TCGA-UC-A7PD-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
UGT1A6SNVMissense_Mutationrs115279280c.17N>Ap.Arg6Hisp.R6HP19224protein_codingtolerated(0.46)benign(0)TCGA-ZJ-AAXA-01Cervixcervical & endocervical cancerFemale<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
54578UGT1A6ENZYME, DRUGGABLE GENOMEdaunorubicinDAUNORUBICIN
54578UGT1A6ENZYME, DRUGGABLE GENOMEfebuxostatFEBUXOSTAT27798726
54578UGT1A6ENZYME, DRUGGABLE GENOMErisperidoneRISPERIDONE
54578UGT1A6ENZYME, DRUGGABLE GENOMEphenytoinPHENYTOIN26049587
54578UGT1A6ENZYME, DRUGGABLE GENOMEmethotrexateMETHOTREXATE29791011
54578UGT1A6ENZYME, DRUGGABLE GENOMEphenobarbitalPHENOBARBITAL26049587
54578UGT1A6ENZYME, DRUGGABLE GENOMEallopurinolALLOPURINOL27798726
54578UGT1A6ENZYME, DRUGGABLE GENOMESN-387-ETHYL-10-HYDROXYCAMPTOTHECIN
54578UGT1A6ENZYME, DRUGGABLE GENOMEacetaminophenACETAMINOPHEN23279026,17164591,23462933,26049587,16696573,15761113,11714888
54578UGT1A6ENZYME, DRUGGABLE GENOMEaspirinASPIRIN
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