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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: PRPS1

Gene summary for PRPS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PRPS1

Gene ID

5631

Gene namephosphoribosyl pyrophosphate synthetase 1
Gene AliasARTS
CytomapXq22.3
Gene Typeprotein-coding
GO ID

GO:0006015

UniProtAcc

B7ZB02


Top

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
5631PRPS1LZE4THumanEsophagusESCC3.35e-062.39e-010.0811
5631PRPS1LZE7THumanEsophagusESCC2.28e-043.68e-010.0667
5631PRPS1LZE8THumanEsophagusESCC2.82e-041.09e-010.067
5631PRPS1LZE20THumanEsophagusESCC4.35e-057.35e-020.0662
5631PRPS1LZE24THumanEsophagusESCC6.40e-308.96e-010.0596
5631PRPS1LZE6THumanEsophagusESCC2.85e-063.80e-010.0845
5631PRPS1P1T-EHumanEsophagusESCC8.70e-041.89e-010.0875
5631PRPS1P2T-EHumanEsophagusESCC7.50e-245.05e-010.1177
5631PRPS1P4T-EHumanEsophagusESCC1.98e-143.68e-010.1323
5631PRPS1P5T-EHumanEsophagusESCC1.16e-142.27e-010.1327
5631PRPS1P8T-EHumanEsophagusESCC8.09e-193.94e-010.0889
5631PRPS1P9T-EHumanEsophagusESCC3.51e-133.23e-010.1131
5631PRPS1P10T-EHumanEsophagusESCC1.11e-172.16e-010.116
5631PRPS1P11T-EHumanEsophagusESCC2.69e-123.79e-010.1426
5631PRPS1P12T-EHumanEsophagusESCC1.51e-141.81e-010.1122
5631PRPS1P15T-EHumanEsophagusESCC1.19e-131.81e-010.1149
5631PRPS1P16T-EHumanEsophagusESCC6.52e-221.63e-010.1153
5631PRPS1P17T-EHumanEsophagusESCC1.97e-103.72e-010.1278
5631PRPS1P19T-EHumanEsophagusESCC1.75e-083.95e-010.1662
5631PRPS1P20T-EHumanEsophagusESCC1.63e-132.45e-010.1124
Page: 1 2 3 4 5 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:19016571LiverHCCglycosyl compound metabolic process55/795888/187231.20e-041.01e-0355
GO:00091241LiverHCCnucleoside monophosphate biosynthetic process29/795842/187234.57e-043.04e-0329
GO:0042440LiverHCCpigment metabolic process51/795884/187235.74e-043.65e-0351
GO:00725271LiverHCCpyrimidine-containing compound metabolic process49/795882/187231.20e-036.68e-0349
GO:00091561LiverHCCribonucleoside monophosphate biosynthetic process23/795833/187231.46e-037.75e-0323
GO:0072528LiverHCCpyrimidine-containing compound biosynthetic process24/795835/187231.64e-038.61e-0324
GO:0006221LiverHCCpyrimidine nucleotide biosynthetic process21/795830/187232.15e-031.08e-0221
GO:00091131LiverHCCpurine nucleobase biosynthetic process9/795810/187232.79e-031.31e-029
GO:00091161LiverHCCnucleoside metabolic process37/795862/187234.73e-032.02e-0237
GO:0046148LiverHCCpigment biosynthetic process37/795862/187234.73e-032.02e-0237
GO:00061441LiverHCCpurine nucleobase metabolic process14/795819/187235.94e-032.44e-0214
GO:000675318Oral cavityOSCCnucleoside phosphate metabolic process247/7305497/187236.28e-078.96e-06247
GO:000911719Oral cavityOSCCnucleotide metabolic process243/7305489/187237.80e-071.09e-05243
GO:00091233Oral cavityOSCCnucleoside monophosphate metabolic process50/730576/187232.04e-062.62e-0550
GO:001969319Oral cavityOSCCribose phosphate metabolic process199/7305396/187232.97e-063.64e-05199
GO:00091614Oral cavityOSCCribonucleoside monophosphate metabolic process38/730558/187233.91e-053.43e-0438
GO:00091242Oral cavityOSCCnucleoside monophosphate biosynthetic process29/730542/187237.73e-056.00e-0429
GO:00091132Oral cavityOSCCpurine nucleobase biosynthetic process10/730510/187238.14e-056.26e-0410
GO:00062202Oral cavityOSCCpyrimidine nucleotide metabolic process33/730550/187231.01e-047.58e-0433
GO:19016573Oral cavityOSCCglycosyl compound metabolic process52/730588/187231.06e-047.84e-0452
Page: 1 2 3 4 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0120023EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0123023EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0120033EsophagusESCCCarbon metabolism79/4205115/84652.50e-051.21e-046.22e-0579
hsa0123033EsophagusESCCBiosynthesis of amino acids49/420575/84654.35e-031.12e-025.74e-0349
hsa0120041LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0123021LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
hsa000302LiverHCCPentose phosphate pathway21/402030/84651.06e-022.71e-021.51e-0221
hsa0120051LiverHCCCarbon metabolism89/4020115/84653.92e-116.56e-103.65e-1089
hsa0123031LiverHCCBiosynthesis of amino acids53/402075/84653.79e-052.11e-041.18e-0453
hsa000303LiverHCCPentose phosphate pathway21/402030/84651.06e-022.71e-021.51e-0221
hsa0120014Oral cavityOSCCCarbon metabolism74/3704115/84656.10e-063.05e-051.55e-0574
hsa012305Oral cavityOSCCBiosynthesis of amino acids45/370475/84653.27e-038.23e-034.19e-0345
hsa0120015Oral cavityOSCCCarbon metabolism74/3704115/84656.10e-063.05e-051.55e-0574
hsa0123012Oral cavityOSCCBiosynthesis of amino acids45/370475/84653.27e-038.23e-034.19e-0345
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
PRPS1insertionIn_Frame_Insnovelc.250_251insCCAGGCCCTCCCATATATTTTATTTTATTTTATTTTATTTTTp.Arg84delinsProArgProSerHisIlePheTyrPheIleLeuPheTyrPheTrpp.R84delinsPRPSHIFYFILFYFWP60891protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
PRPS1insertionIn_Frame_Insnovelc.948_949insGATGAAp.Val316_Pro317insAspGlup.V316_P317insDEP60891protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRPS1insertionNonsense_Mutationnovelc.950_951insAAAGTCAGCGTTTTTTCTCAGTTAGCATTTTGACTCp.Pro317_Leu318insLysSerAlaPhePheLeuSerTerHisPheAspSerp.P317_L318insKSAFFLS*HFDSP60891protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PRPS1insertionFrame_Shift_Insnovelc.157_158insCCp.Val53AlafsTer16p.V53Afs*16P60891protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
PRPS1insertionFrame_Shift_Insnovelc.158_159insCCTGAGTAGCTGGGACTACAGGTACCTGCCACCACACTCAGp.Tyr54LeufsTer28p.Y54Lfs*28P60891protein_codingTCGA-AO-A0JD-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamideSD
PRPS1insertionNonsense_Mutationnovelc.772_773insGCACCCAGCCCTGAGAATGGTTTTTTTAAACp.Ile258SerfsTer5p.I258Sfs*5P60891protein_codingTCGA-BH-A0HX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadrimycinSD
PRPS1SNVMissense_Mutationc.725N>Tp.Thr242Ilep.T242IP60891protein_codingtolerated(0.11)benign(0.019)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
PRPS1SNVMissense_Mutationc.569N>Ap.Ala190Aspp.A190DP60891protein_codingdeleterious(0)probably_damaging(0.991)TCGA-AG-3726-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
PRPS1SNVMissense_Mutationnovelc.445N>Ap.Pro149Thrp.P149TP60891protein_codingdeleterious(0.01)probably_damaging(1)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PRPS1SNVMissense_Mutationnovelc.939C>Ap.Phe313Leup.F313LP60891protein_codingdeleterious(0.02)probably_damaging(0.998)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

Top

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
5631PRPS1DRUG RESISTANCE, DRUGGABLE GENOME, KINASE, ENZYMETHIOGUANINETHIOGUANINE25962120
5631PRPS1DRUG RESISTANCE, DRUGGABLE GENOME, KINASE, ENZYMELOMETREXOLLOMETREXOL25962120
5631PRPS1DRUG RESISTANCE, DRUGGABLE GENOME, KINASE, ENZYMEMERCAPTOPURINEMERCAPTOPURINE25962120
Page: 1