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: UGCG

Gene summary for UGCG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UGCG

Gene ID

7357

Gene nameUDP-glucose ceramide glucosyltransferase
Gene AliasGCS
Cytomap9q31.3
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A024R157


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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
7357UGCGCA_HPV_1HumanCervixCC7.00e-114.94e-010.0264
7357UGCGCCI_1HumanCervixCC2.03e-028.91e-010.528
7357UGCGCCI_2HumanCervixCC3.32e-081.08e+000.5249
7357UGCGCCI_3HumanCervixCC9.96e-098.33e-010.516
7357UGCGsample3HumanCervixCC6.56e-063.00e-010.1387
7357UGCGT3HumanCervixCC1.43e-032.94e-010.1389
7357UGCGAEH-subject4HumanEndometriumAEH1.80e-136.21e-01-0.2657
7357UGCGEEC-subject1HumanEndometriumEEC7.96e-054.21e-01-0.2682
7357UGCGEEC-subject3HumanEndometriumEEC1.78e-092.33e-01-0.2525
7357UGCGGSM5276934HumanEndometriumEEC1.83e-053.73e-01-0.0913
7357UGCGGSM5276937HumanEndometriumEEC1.62e-115.17e-01-0.0897
7357UGCGGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC4.22e-08-3.96e-02-0.1869
7357UGCGGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC9.89e-06-5.58e-02-0.1875
7357UGCGGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC9.24e-08-1.74e-01-0.1883
7357UGCGGSM6177621_NYU_UCEC2_lib1_lib1HumanEndometriumEEC8.71e-076.23e-02-0.1934
7357UGCGGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC2.93e-15-1.55e-01-0.1917
7357UGCGGSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC5.79e-11-1.70e-01-0.1916
7357UGCGLZE4THumanEsophagusESCC3.30e-041.07e-010.0811
7357UGCGLZE7THumanEsophagusESCC1.03e-021.45e-010.0667
7357UGCGLZE8THumanEsophagusESCC7.09e-042.95e-010.067
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:00085446CervixCCepidermis development83/2311324/187233.91e-118.54e-0983
GO:00435884CervixCCskin development71/2311263/187238.04e-111.46e-0871
GO:00302164CervixCCkeratinocyte differentiation42/2311139/187231.74e-081.28e-0642
GO:00099137CervixCCepidermal cell differentiation53/2311202/187235.48e-083.25e-0653
GO:005087810CervixCCregulation of body fluid levels78/2311379/187233.20e-068.77e-0578
GO:00192213CervixCCcytokine-mediated signaling pathway84/2311472/187233.25e-043.44e-0384
GO:00614362CervixCCestablishment of skin barrier10/231125/187234.52e-044.49e-0310
GO:00335612CervixCCregulation of water loss via skin10/231127/187239.25e-047.84e-0310
GO:00070092CervixCCplasma membrane organization28/2311142/187237.85e-034.14e-0228
GO:005087815EndometriumAEHregulation of body fluid levels64/2100379/187235.40e-045.44e-0364
GO:00435885EndometriumAEHskin development45/2100263/187232.58e-031.90e-0245
GO:00085447EndometriumAEHepidermis development52/2100324/187235.00e-033.14e-0252
GO:00717096EndometriumAEHmembrane assembly12/210050/187238.00e-034.43e-0212
GO:005087816EndometriumEECregulation of body fluid levels65/2168379/187237.48e-047.05e-0365
GO:004358814EndometriumEECskin development45/2168263/187234.69e-032.99e-0245
GO:000854414EndometriumEECepidermis development53/2168324/187235.92e-033.54e-0253
GO:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:00066433EsophagusESCCmembrane lipid metabolic process130/8552203/187239.29e-081.54e-06130
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:00464673EsophagusESCCmembrane lipid biosynthetic process91/8552142/187237.19e-067.19e-0591
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa006003EsophagusESCCSphingolipid metabolism36/420553/84655.41e-031.36e-026.99e-0336
hsa0060012EsophagusESCCSphingolipid metabolism36/420553/84655.41e-031.36e-026.99e-0336
hsa00600LiverHCCSphingolipid metabolism34/402053/84651.06e-022.71e-021.51e-0234
hsa006001LiverHCCSphingolipid metabolism34/402053/84651.06e-022.71e-021.51e-0234
hsa006002Oral cavityOSCCSphingolipid metabolism33/370453/84655.00e-031.20e-026.13e-0333
hsa0060011Oral cavityOSCCSphingolipid metabolism33/370453/84655.00e-031.20e-026.13e-0333
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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
UGCGSNVMissense_Mutationc.706N>Cp.Asp236Hisp.D236HQ16739protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UGCGSNVMissense_Mutationnovelc.769N>Cp.Ala257Prop.A257PQ16739protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UGCGSNVMissense_Mutationc.187N>Tp.Asp63Tyrp.D63YQ16739protein_codingdeleterious(0)probably_damaging(0.998)TCGA-IR-A3LI-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
UGCGSNVMissense_Mutationnovelc.272N>Cp.Asp91Alap.D91AQ16739protein_codingtolerated(0.29)benign(0.218)TCGA-ZJ-AAX8-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
UGCGSNVMissense_Mutationnovelc.226N>Ap.Leu76Metp.L76MQ16739protein_codingtolerated(0.71)benign(0.209)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UGCGSNVMissense_Mutationnovelc.268C>Ap.His90Asnp.H90NQ16739protein_codingtolerated(0.24)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
UGCGSNVMissense_Mutationc.767T>Cp.Val256Alap.V256AQ16739protein_codingtolerated(0.4)possibly_damaging(0.447)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
UGCGSNVMissense_Mutationnovelc.79T>Gp.Phe27Valp.F27VQ16739protein_codingtolerated(0.31)benign(0)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
UGCGSNVMissense_Mutationc.800N>Ap.Ser267Tyrp.S267YQ16739protein_codingtolerated(0.05)benign(0.011)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
UGCGSNVMissense_Mutationnovelc.109N>Ap.Leu37Ilep.L37IQ16739protein_codingdeleterious(0.01)possibly_damaging(0.854)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=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
7357UGCGENZYME, DRUGGABLE GENOMEEliglustat tartrate
7357UGCGENZYME, DRUGGABLE GENOMEinhibitorCHEMBL2103853
7357UGCGENZYME, DRUGGABLE GENOMEinhibitorCHEMBL1029MIGLUSTAT
7357UGCGENZYME, DRUGGABLE GENOMEMIGLUSTATMIGLUSTAT
7357UGCGENZYME, DRUGGABLE GENOMEADRIAMYCINADRIAMYCIN10702281
7357UGCGENZYME, DRUGGABLE GENOMEELIGLUSTATELIGLUSTAT
7357UGCGENZYME, DRUGGABLE GENOMEMiglustatMIGLUSTAT
7357UGCGENZYME, DRUGGABLE GENOMEGZ402671VENGLUSTAT
7357UGCGENZYME, DRUGGABLE GENOMEVenglustatVENGLUSTAT
7357UGCGENZYME, DRUGGABLE GENOMEGenz-682452VENGLUSTAT
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