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: PTGER4

Gene summary for PTGER4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTGER4

Gene ID

5734

Gene nameprostaglandin E receptor 4
Gene AliasEP4
Cytomap5p13.1
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0PJF5


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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
5734PTGER4LZE4THumanEsophagusESCC1.65e-074.05e-010.0811
5734PTGER4LZE7THumanEsophagusESCC6.49e-039.76e-020.0667
5734PTGER4LZE20THumanEsophagusESCC1.90e-042.81e-010.0662
5734PTGER4LZE21D1HumanEsophagusHGIN6.81e-042.69e-010.0632
5734PTGER4LZE22D1HumanEsophagusHGIN1.54e-031.59e-010.0595
5734PTGER4LZE24THumanEsophagusESCC1.39e-094.95e-010.0596
5734PTGER4LZE21THumanEsophagusESCC7.75e-033.47e-010.0655
5734PTGER4P2T-EHumanEsophagusESCC7.42e-245.05e-010.1177
5734PTGER4P4T-EHumanEsophagusESCC1.02e-165.24e-010.1323
5734PTGER4P5T-EHumanEsophagusESCC5.10e-499.43e-010.1327
5734PTGER4P8T-EHumanEsophagusESCC2.68e-154.18e-010.0889
5734PTGER4P9T-EHumanEsophagusESCC9.65e-031.41e-010.1131
5734PTGER4P10T-EHumanEsophagusESCC5.37e-306.24e-010.116
5734PTGER4P11T-EHumanEsophagusESCC1.31e-075.01e-010.1426
5734PTGER4P12T-EHumanEsophagusESCC2.62e-205.08e-010.1122
5734PTGER4P15T-EHumanEsophagusESCC5.59e-063.45e-010.1149
5734PTGER4P16T-EHumanEsophagusESCC8.84e-052.49e-010.1153
5734PTGER4P17T-EHumanEsophagusESCC1.64e-041.46e-010.1278
5734PTGER4P20T-EHumanEsophagusESCC9.78e-094.03e-010.1124
5734PTGER4P21T-EHumanEsophagusESCC3.21e-142.98e-010.1617
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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
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:004325427EsophagusHGINregulation of protein-containing complex assembly94/2587428/187232.39e-068.55e-0594
GO:007149626EsophagusHGINcellular response to external stimulus71/2587320/187232.77e-057.19e-0471
GO:190165420EsophagusHGINresponse to ketone48/2587194/187233.17e-058.12e-0448
GO:190290327EsophagusHGINregulation of supramolecular fiber organization79/2587383/187231.40e-042.81e-0379
GO:009730520EsophagusHGINresponse to alcohol54/2587253/187236.46e-048.87e-0354
GO:003297027EsophagusHGINregulation of actin filament-based process77/2587397/187231.14e-031.39e-0277
GO:007121418EsophagusHGINcellular response to abiotic stimulus66/2587331/187231.21e-031.45e-0266
GO:010400418EsophagusHGINcellular response to environmental stimulus66/2587331/187231.21e-031.45e-0266
GO:003295627EsophagusHGINregulation of actin cytoskeleton organization69/2587358/187232.35e-032.39e-0269
GO:003133320EsophagusHGINnegative regulation of protein-containing complex assembly32/2587141/187232.80e-032.74e-0232
GO:000150316EsophagusHGINossification75/2587408/187235.49e-034.49e-0275
GO:0043254111EsophagusESCCregulation of protein-containing complex assembly278/8552428/187233.81e-162.77e-14278
GO:0071496111EsophagusESCCcellular response to external stimulus215/8552320/187234.29e-152.43e-13215
GO:1902903111EsophagusESCCregulation of supramolecular fiber organization237/8552383/187239.06e-112.75e-09237
GO:007121419EsophagusESCCcellular response to abiotic stimulus206/8552331/187237.52e-101.88e-08206
GO:010400419EsophagusESCCcellular response to environmental stimulus206/8552331/187237.52e-101.88e-08206
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:003109818EsophagusESCCstress-activated protein kinase signaling cascade154/8552247/187238.53e-081.44e-06154
GO:0032970111EsophagusESCCregulation of actin filament-based process231/8552397/187232.91e-074.20e-06231
GO:0032956111EsophagusESCCregulation of actin cytoskeleton organization210/8552358/187234.40e-076.00e-06210
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516330EsophagusHGINHuman cytomegalovirus infection51/1383225/84657.67e-034.63e-023.68e-0251
hsa05163113EsophagusHGINHuman cytomegalovirus infection51/1383225/84657.67e-034.63e-023.68e-0251
hsa0516510EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa05163210EsophagusESCCHuman cytomegalovirus infection148/4205225/84655.73e-074.00e-062.05e-06148
hsa0516515EsophagusESCCHuman papillomavirus infection215/4205331/84657.86e-097.12e-083.65e-08215
hsa0516338EsophagusESCCHuman cytomegalovirus infection148/4205225/84655.73e-074.00e-062.05e-06148
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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
PTGER4SNVMissense_Mutationnovelc.157N>Tp.Thr53Serp.T53SP35408protein_codingdeleterious(0.01)possibly_damaging(0.72)TCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PTGER4SNVMissense_Mutationrs755244149c.1073N>Ap.Arg358Hisp.R358HP35408protein_codingtolerated(0.33)benign(0)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
PTGER4SNVMissense_Mutationnovelc.1093N>Tp.Asp365Tyrp.D365YP35408protein_codingdeleterious(0)benign(0.112)TCGA-AC-A5XS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
PTGER4insertionNonsense_Mutationnovelc.155_156insAGTTTATAAATATTAATp.Thr53ValfsTer5p.T53Vfs*5P35408protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PTGER4SNVMissense_Mutationnovelc.1349G>Ap.Ser450Asnp.S450NP35408protein_codingtolerated_low_confidence(0.32)benign(0)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PTGER4SNVMissense_Mutationc.956N>Tp.Ser319Phep.S319FP35408protein_codingdeleterious(0)benign(0.209)TCGA-C5-A7CO-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
PTGER4SNVMissense_Mutationrs371545658c.23N>Tp.Ser8Leup.S8LP35408protein_codingtolerated(0.14)benign(0.003)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PTGER4SNVMissense_Mutationc.1010N>Gp.Leu337Argp.L337RP35408protein_codingdeleterious(0)benign(0.052)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PTGER4SNVMissense_Mutationc.947N>Ap.Arg316Glnp.R316QP35408protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PTGER4SNVMissense_Mutationnovelc.317N>Ap.Gly106Aspp.G106DP35408protein_codingdeleterious(0.01)probably_damaging(0.933)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
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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
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEDINOPROSTONEDINOPROSTONE
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEagonist178102483
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEagonist135650038
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEagonist178102476
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEagonist135650056CARBACYCLIN
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEantagonist178100865CHEMBL597997
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEagonist135650094CICAPROST
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEagonist135650378ILOPROST
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEantagonist178102482GRAPIPRANT
5734PTGER4DRUGGABLE GENOME, G PROTEIN COUPLED RECEPTOR, KINASEBETAMETHASONEBETAMETHASONE17515865
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