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: UGP2

Gene summary for UGP2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UGP2

Gene ID

7360

Gene nameUDP-glucose pyrophosphorylase 2
Gene AliasDEE83
Cytomap2p15
Gene Typeprotein-coding
GO ID

GO:0000271

UniProtAcc

A0A140VKE1


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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
7360UGP2HTA11_3410_2000001011HumanColorectumAD1.34e-12-5.89e-010.0155
7360UGP2HTA11_347_2000001011HumanColorectumAD3.86e-064.22e-01-0.1954
7360UGP2HTA11_866_3004761011HumanColorectumAD7.44e-08-5.47e-010.096
7360UGP2HTA11_10711_2000001011HumanColorectumAD7.13e-04-5.20e-010.0338
7360UGP2HTA11_7696_3000711011HumanColorectumAD4.84e-11-4.89e-010.0674
7360UGP2HTA11_99999970781_79442HumanColorectumMSS9.02e-05-4.08e-010.294
7360UGP2HTA11_99999971662_82457HumanColorectumMSS7.14e-11-4.95e-010.3859
7360UGP2HTA11_99999973899_84307HumanColorectumMSS4.00e-05-6.33e-010.2585
7360UGP2HTA11_99999974143_84620HumanColorectumMSS1.59e-12-5.23e-010.3005
7360UGP2F007HumanColorectumFAP1.62e-05-4.60e-010.1176
7360UGP2A002-C-010HumanColorectumFAP9.59e-10-3.83e-010.242
7360UGP2A001-C-207HumanColorectumFAP6.65e-07-3.88e-010.1278
7360UGP2A015-C-203HumanColorectumFAP5.52e-26-5.32e-01-0.1294
7360UGP2A015-C-204HumanColorectumFAP1.59e-05-3.39e-01-0.0228
7360UGP2A014-C-040HumanColorectumFAP2.93e-02-4.08e-01-0.1184
7360UGP2A002-C-201HumanColorectumFAP3.08e-15-4.78e-010.0324
7360UGP2A002-C-203HumanColorectumFAP3.82e-06-3.72e-010.2786
7360UGP2A001-C-119HumanColorectumFAP1.35e-10-5.56e-01-0.1557
7360UGP2A001-C-108HumanColorectumFAP8.68e-18-4.67e-01-0.0272
7360UGP2A002-C-205HumanColorectumFAP8.35e-22-5.81e-01-0.1236
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:001598012LiverCirrhoticenergy derivation by oxidation of organic compounds154/4634318/187233.11e-208.87e-18154
GO:004426211LiverCirrhoticcellular carbohydrate metabolic process97/4634283/187231.89e-041.76e-0397
GO:00160511LiverCirrhoticcarbohydrate biosynthetic process73/4634202/187231.91e-041.77e-0373
GO:00059771LiverCirrhoticglycogen metabolic process30/463472/187231.18e-037.98e-0330
GO:00060731LiverCirrhoticcellular glucan metabolic process30/463473/187231.53e-039.99e-0330
GO:00440421LiverCirrhoticglucan metabolic process30/463473/187231.53e-039.99e-0330
GO:00061121LiverCirrhoticenergy reserve metabolic process31/463484/187238.75e-034.04e-0231
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:000609122LiverHCCgeneration of precursor metabolites and energy340/7958490/187234.04e-342.85e-31340
GO:001598022LiverHCCenergy derivation by oxidation of organic compounds221/7958318/187231.02e-221.86e-20221
GO:004426221LiverHCCcellular carbohydrate metabolic process153/7958283/187235.27e-055.00e-04153
GO:00160512LiverHCCcarbohydrate biosynthetic process113/7958202/187237.64e-056.83e-04113
GO:00059772LiverHCCglycogen metabolic process46/795872/187232.02e-041.56e-0346
GO:00060732LiverHCCcellular glucan metabolic process46/795873/187233.23e-042.28e-0346
GO:00440422LiverHCCglucan metabolic process46/795873/187233.23e-042.28e-0346
GO:00092254LiverHCCnucleotide-sugar metabolic process25/795836/187239.87e-045.71e-0325
GO:00059781LiverHCCglycogen biosynthetic process29/795844/187231.46e-037.75e-0329
GO:00092501LiverHCCglucan biosynthetic process29/795844/187231.46e-037.75e-0329
GO:00061122LiverHCCenergy reserve metabolic process49/795884/187232.46e-031.19e-0249
GO:00346371LiverHCCcellular carbohydrate biosynthetic process44/795878/187239.13e-033.51e-0244
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00052ColorectumFAPGalactose metabolism12/140432/84653.61e-031.53e-029.29e-0312
hsa01250ColorectumFAPBiosynthesis of nucleotide sugars13/140437/84654.79e-031.91e-021.16e-0213
hsa000521ColorectumFAPGalactose metabolism12/140432/84653.61e-031.53e-029.29e-0312
hsa012501ColorectumFAPBiosynthesis of nucleotide sugars13/140437/84654.79e-031.91e-021.16e-0213
hsa012502ColorectumCRCBiosynthesis of nucleotide sugars12/109137/84651.66e-031.20e-028.16e-0312
hsa012503ColorectumCRCBiosynthesis of nucleotide sugars12/109137/84651.66e-031.20e-028.16e-0312
hsa012405EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa012505EsophagusESCCBiosynthesis of nucleotide sugars28/420537/84651.10e-033.42e-031.75e-0328
hsa005202EsophagusESCCAmino sugar and nucleotide sugar metabolism35/420549/84651.60e-034.88e-032.50e-0335
hsa0124012EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa0125012EsophagusESCCBiosynthesis of nucleotide sugars28/420537/84651.10e-033.42e-031.75e-0328
hsa0052011EsophagusESCCAmino sugar and nucleotide sugar metabolism35/420549/84651.60e-034.88e-032.50e-0335
hsa01240LiverCirrhoticBiosynthesis of cofactors66/2530153/84653.11e-041.99e-031.23e-0366
hsa012401LiverCirrhoticBiosynthesis of cofactors66/2530153/84653.11e-041.99e-031.23e-0366
hsa012402LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa012403LiverHCCBiosynthesis of cofactors103/4020153/84654.67e-075.05e-062.81e-06103
hsa00520Oral cavityOSCCAmino sugar and nucleotide sugar metabolism34/370449/84652.48e-048.08e-044.11e-0434
hsa012404Oral cavityOSCCBiosynthesis of cofactors88/3704153/84653.84e-041.20e-036.12e-0488
hsa012504Oral cavityOSCCBiosynthesis of nucleotide sugars25/370437/84652.93e-037.49e-033.81e-0325
hsa005201Oral cavityOSCCAmino sugar and nucleotide sugar metabolism34/370449/84652.48e-048.08e-044.11e-0434
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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
UGP2MAITLiverCirrhoticLILRA2,CD36,NUPR1, etc.1.43e-02The 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.
UGP2CD8TNLiverHCCLILRA2,CD36,NUPR1, etc.0.00e+00The 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.
UGP2CD8TCMLiverHealthyLILRA2,CD36,NUPR1, etc.6.94e-03The 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.
UGP2MAITLiverHealthyLILRA2,CD36,NUPR1, etc.8.23e-03The 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.
UGP2MONLiverHealthyLILRA2,CD36,NUPR1, etc.8.74e-03The 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.
UGP2BNLiverNAFLDLILRA2,CD36,NUPR1, etc.6.85e-02The 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.
∗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
UGP2SNVMissense_Mutationc.925N>Gp.Gln309Glup.Q309EQ16851protein_codingdeleterious(0)possibly_damaging(0.746)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UGP2SNVMissense_Mutationc.1387N>Tp.Asp463Tyrp.D463YQ16851protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AR-A24U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
UGP2SNVMissense_Mutationc.1177C>Ap.Leu393Metp.L393MQ16851protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
UGP2SNVMissense_Mutationc.170N>Ap.Gly57Glup.G57EQ16851protein_codingtolerated(0.12)possibly_damaging(0.865)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
UGP2insertionFrame_Shift_Insnovelc.493_494insAp.Phe165TyrfsTer2p.F165Yfs*2Q16851protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
UGP2insertionFrame_Shift_Insnovelc.495_496insTTTTCCATCTCCTTATCCTATTGCCTAGTATGGTGCTGGCp.Asn166PhefsTer17p.N166Ffs*17Q16851protein_codingTCGA-A8-A0A4-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenCR
UGP2SNVMissense_Mutationc.301N>Cp.Ile101Leup.I101LQ16851protein_codingtolerated(0.46)benign(0.013)TCGA-AA-3679-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicSD
UGP2SNVMissense_Mutationc.859N>Tp.Arg287Cysp.R287CQ16851protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3852-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
UGP2SNVMissense_Mutationnovelc.73C>Tp.Arg25Trpp.R25WQ16851protein_codingtolerated(0.06)possibly_damaging(0.895)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UGP2SNVMissense_Mutationc.770C>Tp.Ala257Valp.A257VQ16851protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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