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: HPGDS

Gene summary for HPGDS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

HPGDS

Gene ID

27306

Gene namehematopoietic prostaglandin D synthase
Gene AliasGSTS
Cytomap4q22.3
Gene Typeprotein-coding
GO ID

GO:0001516

UniProtAcc

O60760


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
27306HPGDSCA_HPV_1HumanCervixCC4.68e-22-6.52e-010.0264
27306HPGDSCA_HPV_3HumanCervixCC5.74e-03-3.29e-010.0414
27306HPGDSN_HPV_2HumanCervixN_HPV4.54e-06-5.01e-01-0.0131
27306HPGDSCCI_1HumanCervixCC1.62e-02-7.06e-010.528
27306HPGDSCCI_2HumanCervixCC7.14e-05-7.67e-010.5249
27306HPGDSCCI_3HumanCervixCC1.02e-07-7.67e-010.516
27306HPGDSCCII_1HumanCervixCC3.27e-11-7.67e-010.3249
27306HPGDSTumorHumanCervixCC1.21e-28-7.67e-010.1241
27306HPGDSsample1HumanCervixCC3.71e-09-7.67e-010.0959
27306HPGDSsample3HumanCervixCC7.30e-28-7.67e-010.1387
27306HPGDSH2HumanCervixHSIL_HPV7.55e-26-7.62e-010.0632
27306HPGDSL1HumanCervixCC2.00e-12-7.67e-010.0802
27306HPGDST1HumanCervixCC2.56e-21-7.67e-010.0918
27306HPGDST2HumanCervixCC1.58e-04-7.67e-010.0709
27306HPGDST3HumanCervixCC4.34e-27-7.67e-010.1389
27306HPGDSEOLP-1HumanOral cavityEOLP8.29e-156.66e-01-0.0202
27306HPGDSEOLP-2HumanOral cavityEOLP4.47e-311.07e+00-0.0203
Page: 1 

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
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:00464564CervixCCicosanoid biosynthetic process15/231156/187232.60e-031.80e-0215
GO:00015165CervixCCprostaglandin biosynthetic process9/231131/187231.04e-024.97e-029
GO:00464575CervixCCprostanoid biosynthetic process9/231131/187231.04e-024.97e-029
GO:004645611CervixHSIL_HPVicosanoid biosynthetic process10/73756/187235.80e-051.40e-0310
GO:000151611CervixHSIL_HPVprostaglandin biosynthetic process7/73731/187231.64e-043.14e-037
GO:004645711CervixHSIL_HPVprostanoid biosynthetic process7/73731/187231.64e-043.14e-037
GO:00066927CervixHSIL_HPVprostanoid metabolic process8/73749/187235.99e-048.37e-038
GO:00066937CervixHSIL_HPVprostaglandin metabolic process8/73749/187235.99e-048.37e-038
GO:00065755CervixHSIL_HPVcellular modified amino acid metabolic process16/737188/187233.18e-032.89e-0216
GO:00066907CervixHSIL_HPVicosanoid metabolic process12/737123/187233.36e-033.04e-0212
GO:00067495CervixHSIL_HPVglutathione metabolic process8/73764/187233.51e-033.15e-028
GO:00066362CervixHSIL_HPVunsaturated fatty acid biosynthetic process7/73751/187233.65e-033.25e-027
GO:004645621CervixN_HPVicosanoid biosynthetic process7/53456/187231.02e-031.20e-027
GO:00464565Oral cavityEOLPicosanoid biosynthetic process14/221856/187234.81e-032.57e-0214
GO:000663611Oral cavityEOLPunsaturated fatty acid biosynthetic process13/221851/187235.43e-032.82e-0213
GO:00015166Oral cavityEOLPprostaglandin biosynthetic process9/221831/187238.00e-033.78e-029
GO:00464576Oral cavityEOLPprostanoid biosynthetic process9/221831/187238.00e-033.78e-029
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
HPGDSSNVMissense_Mutationnovelc.318G>Tp.Glu106Aspp.E106DO60760protein_codingtolerated(0.16)benign(0.438)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
HPGDSSNVMissense_Mutationc.191G>Tp.Ser64Ilep.S64IO60760protein_codingdeleterious(0)probably_damaging(1)TCGA-E9-A1RH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilSD
HPGDSSNVMissense_Mutationc.46N>Ap.Glu16Lysp.E16KO60760protein_codingdeleterious(0)probably_damaging(0.996)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
HPGDSSNVMissense_Mutationnovelc.415N>Ap.Glu139Lysp.E139KO60760protein_codingtolerated(0.61)benign(0.036)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
HPGDSSNVMissense_Mutationnovelc.217A>Cp.Lys73Glnp.K73QO60760protein_codingtolerated(0.09)benign(0.107)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HPGDSSNVMissense_Mutationc.149N>Gp.Lys50Argp.K50RO60760protein_codingtolerated(0.15)probably_damaging(0.986)TCGA-DC-6158-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
HPGDSinsertionFrame_Shift_Insnovelc.217_218insCp.Lys73ThrfsTer17p.K73Tfs*17O60760protein_codingTCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
HPGDSSNVMissense_Mutationc.462N>Tp.Glu154Aspp.E154DO60760protein_codingtolerated(1)benign(0.001)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
HPGDSSNVMissense_Mutationrs377241527c.33N>Ap.Met11Ilep.M11IO60760protein_codingtolerated(0.09)benign(0.061)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
HPGDSSNVMissense_Mutationnovelc.437N>Cp.Val146Alap.V146AO60760protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-B5-A3FA-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 

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
27306HPGDSENZYME, DRUGGABLE GENOMEPraziquantelPRAZIQUANTEL
27306HPGDSENZYME, DRUGGABLE GENOMEinhibitor178103274CHEMBL574003
27306HPGDSENZYME, DRUGGABLE GENOMEHF-0220
27306HPGDSENZYME, DRUGGABLE GENOMEHQL-79CHEMBL57400320684598
Page: 1