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: PTGIS

Gene summary for PTGIS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PTGIS

Gene ID

5740

Gene nameprostaglandin I2 synthase
Gene AliasCYP8
Cytomap20q13.13
Gene Typeprotein-coding
GO ID

GO:0001516

UniProtAcc

Q16647


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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
5740PTGISP2T-EHumanEsophagusESCC4.00e-265.06e-010.1177
5740PTGISP16T-EHumanEsophagusESCC5.30e-213.71e-010.1153
5740PTGISP56T-EHumanEsophagusESCC2.17e-077.54e-010.1613
5740PTGISP76T-EHumanEsophagusESCC2.54e-031.69e-010.1207
5740PTGISP79T-EHumanEsophagusESCC2.52e-031.00e-010.1154
5740PTGISHCC1_MengHumanLiverHCC1.25e-03-9.90e-030.0246
5740PTGISHCC2_MengHumanLiverHCC7.89e-232.14e-010.0107
5740PTGIScirrhotic3HumanLiverCirrhotic5.13e-204.48e-010.0215
5740PTGISHCC1HumanLiverHCC8.27e-058.80e-010.5336
5740PTGISHCC2HumanLiverHCC4.15e-097.27e-010.5341
5740PTGISHCC5HumanLiverHCC4.34e-054.93e-010.4932
5740PTGISATC13HumanThyroidATC1.17e-318.93e-010.34
5740PTGISATC2HumanThyroidATC9.94e-091.17e+000.34
5740PTGISATC5HumanThyroidATC1.21e-249.15e-010.34
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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
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
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:0070482111EsophagusESCCresponse to oxygen levels218/8552347/187236.91e-112.17e-09218
GO:0036293111EsophagusESCCresponse to decreased oxygen levels201/8552322/187238.37e-102.04e-08201
GO:0030522110EsophagusESCCintracellular receptor signaling pathway170/8552265/187238.58e-102.09e-08170
GO:0001666111EsophagusESCCresponse to hypoxia192/8552307/187231.59e-093.69e-08192
GO:0006753110EsophagusESCCnucleoside phosphate metabolic process288/8552497/187231.80e-083.50e-07288
GO:0009117111EsophagusESCCnucleotide metabolic process282/8552489/187234.70e-088.50e-07282
GO:0071453110EsophagusESCCcellular response to oxygen levels114/8552177/187233.63e-075.06e-06114
GO:0036294110EsophagusESCCcellular response to decreased oxygen levels105/8552161/187234.20e-075.73e-06105
GO:00510908EsophagusESCCregulation of DNA-binding transcription factor activity252/8552440/187235.22e-076.97e-06252
GO:007145616EsophagusESCCcellular response to hypoxia97/8552151/187233.12e-063.51e-0597
GO:000916516EsophagusESCCnucleotide biosynthetic process150/8552254/187231.12e-051.06e-04150
GO:190129316EsophagusESCCnucleoside phosphate biosynthetic process151/8552256/187231.15e-051.08e-04151
GO:00066318EsophagusESCCfatty acid metabolic process217/8552390/187234.21e-053.39e-04217
GO:00463948EsophagusESCCcarboxylic acid biosynthetic process175/8552314/187231.98e-041.26e-03175
GO:00160538EsophagusESCCorganic acid biosynthetic process175/8552316/187233.04e-041.82e-03175
GO:000669211EsophagusESCCprostanoid metabolic process33/855249/187231.80e-038.26e-0333
GO:000669311EsophagusESCCprostaglandin metabolic process33/855249/187231.80e-038.26e-0333
GO:000680917EsophagusESCCnitric oxide biosynthetic process47/855276/187233.29e-031.35e-0247
GO:200105717EsophagusESCCreactive nitrogen species metabolic process50/855282/187233.76e-031.53e-0250
GO:00434332EsophagusESCCnegative regulation of DNA-binding transcription factor activity103/8552185/187233.86e-031.57e-02103
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
PTGISSNVMissense_Mutationrs56195291c.1135C>Tp.Arg379Cysp.R379CQ16647protein_codingdeleterious(0.02)probably_damaging(0.954)TCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
PTGISSNVMissense_Mutationc.1424N>Cp.Glu475Alap.E475AQ16647protein_codingtolerated(0.65)benign(0.015)TCGA-A7-A26J-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PTGISSNVMissense_Mutationc.879C>Gp.Phe293Leup.F293LQ16647protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PTGISSNVMissense_Mutationnovelc.1416N>Tp.Glu472Aspp.E472DQ16647protein_codingtolerated(0.09)benign(0)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTGISSNVMissense_Mutationrs199740067c.283N>Ap.Asp95Asnp.D95NQ16647protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PTGISSNVMissense_Mutationrs767832954c.481N>Ap.Glu161Lysp.E161KQ16647protein_codingtolerated(0.15)benign(0.031)TCGA-AO-A1KS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PTGISSNVMissense_Mutationc.1109N>Ap.Ala370Glup.A370EQ16647protein_codingdeleterious(0)probably_damaging(0.985)TCGA-E9-A247-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PTGISSNVMissense_Mutationc.1255N>Tp.Asp419Tyrp.D419YQ16647protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PTGISSNVMissense_Mutationrs747466331c.805N>Cp.Ser269Prop.S269PQ16647protein_codingtolerated(0.48)benign(0.255)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PTGISSNVMissense_Mutationc.356A>Cp.Asp119Alap.D119AQ16647protein_codingtolerated(0.62)benign(0.003)TCGA-AA-3973-01Colorectumcolon adenocarcinomaMale>=65III/IVTargeted Molecular therapybevacizumabSD
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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
5740PTGISDRUGGABLE GENOME, CYTOCHROME P450, ENZYMEPHENYLBUTAZONEPHENYLBUTAZONE
5740PTGISDRUGGABLE GENOME, CYTOCHROME P450, ENZYMEPHENYLBUTAZONEPHENYLBUTAZONE
5740PTGISDRUGGABLE GENOME, CYTOCHROME P450, ENZYMEinhibitor252827453
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