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: POGLUT1

Gene summary for POGLUT1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POGLUT1

Gene ID

56983

Gene nameprotein O-glucosyltransferase 1
Gene AliasC3orf9
Cytomap3q13.33
Gene Typeprotein-coding
GO ID

GO:0001756

UniProtAcc

Q8NBL1


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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
56983POGLUT1LZE2THumanEsophagusESCC1.30e-055.96e-010.082
56983POGLUT1LZE4THumanEsophagusESCC3.42e-092.34e-010.0811
56983POGLUT1LZE8THumanEsophagusESCC4.64e-028.86e-020.067
56983POGLUT1LZE22THumanEsophagusESCC2.33e-022.52e-010.068
56983POGLUT1LZE24THumanEsophagusESCC3.39e-071.08e-010.0596
56983POGLUT1P1T-EHumanEsophagusESCC1.77e-052.40e-010.0875
56983POGLUT1P2T-EHumanEsophagusESCC1.08e-132.95e-010.1177
56983POGLUT1P4T-EHumanEsophagusESCC2.01e-061.79e-010.1323
56983POGLUT1P5T-EHumanEsophagusESCC2.84e-111.00e-010.1327
56983POGLUT1P8T-EHumanEsophagusESCC4.10e-152.39e-010.0889
56983POGLUT1P9T-EHumanEsophagusESCC1.78e-101.97e-010.1131
56983POGLUT1P10T-EHumanEsophagusESCC1.28e-477.64e-010.116
56983POGLUT1P11T-EHumanEsophagusESCC2.46e-072.93e-010.1426
56983POGLUT1P12T-EHumanEsophagusESCC5.57e-122.10e-010.1122
56983POGLUT1P15T-EHumanEsophagusESCC1.18e-203.83e-010.1149
56983POGLUT1P16T-EHumanEsophagusESCC1.08e-365.99e-010.1153
56983POGLUT1P17T-EHumanEsophagusESCC3.21e-021.51e-010.1278
56983POGLUT1P20T-EHumanEsophagusESCC2.16e-092.06e-010.1124
56983POGLUT1P21T-EHumanEsophagusESCC2.50e-202.55e-010.1617
56983POGLUT1P22T-EHumanEsophagusESCC2.92e-193.30e-010.1236
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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
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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00182099EsophagusESCCpeptidyl-serine modification196/8552338/187233.07e-063.47e-05196
GO:00073698EsophagusESCCgastrulation115/8552185/187234.35e-064.64e-05115
GO:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00064865EsophagusESCCprotein glycosylation135/8552226/187231.36e-051.24e-04135
GO:00434135EsophagusESCCmacromolecule glycosylation135/8552226/187231.36e-051.24e-04135
GO:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:00085935EsophagusESCCregulation of Notch signaling pathway59/855295/187239.12e-044.65e-0359
GO:00604856EsophagusESCCmesenchyme development156/8552291/187233.76e-031.53e-02156
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
GO:00064931EsophagusESCCprotein O-linked glycosylation51/855286/187237.54e-032.70e-0251
GO:0048339EsophagusESCCparaxial mesoderm development13/855217/187231.00e-023.42e-0213
GO:00182098Oral cavityOSCCpeptidyl-serine modification175/7305338/187231.09e-061.46e-05175
GO:00072196Oral cavityOSCCNotch signaling pathway92/7305172/187237.84e-056.08e-0492
GO:00091001Oral cavityOSCCglycoprotein metabolic process185/7305387/187232.37e-041.54e-03185
GO:00073697Oral cavityOSCCgastrulation95/7305185/187234.17e-042.54e-0395
GO:00085934Oral cavityOSCCregulation of Notch signaling pathway53/730595/187236.64e-043.72e-0353
GO:00091011Oral cavityOSCCglycoprotein biosynthetic process151/7305317/187231.01e-035.26e-03151
GO:00064864Oral cavityOSCCprotein glycosylation111/7305226/187231.22e-036.10e-03111
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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
POGLUT1SNVMissense_Mutationnovelc.501G>Cp.Trp167Cysp.W167CQ8NBL1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AR-A5QQ-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycarboplatinPD
POGLUT1SNVMissense_Mutationc.919C>Gp.Pro307Alap.P307AQ8NBL1protein_codingdeleterious(0)probably_damaging(1)TCGA-E2-A1LH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
POGLUT1SNVMissense_Mutationc.424G>Cp.Glu142Glnp.E142QQ8NBL1protein_codingtolerated(0.58)benign(0.013)TCGA-EK-A2RK-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
POGLUT1SNVMissense_Mutationc.731C>Tp.Ser244Phep.S244FQ8NBL1protein_codingdeleterious(0.02)possibly_damaging(0.614)TCGA-VS-A8QA-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
POGLUT1SNVMissense_Mutationc.484N>Tp.Pro162Serp.P162SQ8NBL1protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
POGLUT1SNVMissense_Mutationnovelc.104N>Gp.Phe35Cysp.F35CQ8NBL1protein_codingdeleterious(0.01)possibly_damaging(0.784)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
POGLUT1SNVMissense_Mutationc.872T>Cp.Phe291Serp.F291SQ8NBL1protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
POGLUT1SNVMissense_Mutationnovelc.653N>Ap.Arg218Glnp.R218QQ8NBL1protein_codingdeleterious(0)probably_damaging(0.984)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
POGLUT1SNVMissense_Mutationnovelc.222G>Tp.Arg74Serp.R74SQ8NBL1protein_codingdeleterious(0.03)benign(0.253)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
POGLUT1SNVMissense_Mutationnovelc.754C>Tp.Pro252Serp.P252SQ8NBL1protein_codingdeleterious(0.04)possibly_damaging(0.577)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
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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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