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: POU5F1

Gene summary for POU5F1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POU5F1

Gene ID

5460

Gene namePOU class 5 homeobox 1
Gene AliasOCT3
Cytomap6p21.33
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

M1S623


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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
5460POU5F1AEH-subject5HumanEndometriumAEH3.48e-205.85e-01-0.2953
5460POU5F1EEC-subject2HumanEndometriumEEC9.60e-043.33e-01-0.2607
5460POU5F1EEC-subject4HumanEndometriumEEC2.00e-166.47e-01-0.2571
5460POU5F1EEC-subject5HumanEndometriumEEC5.67e-042.90e-01-0.249
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid 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:00017019EndometriumAEHin utero embryonic development73/2100367/187237.18e-072.63e-0573
GO:00616149EndometriumAEHpri-miRNA transcription by RNA polymerase II20/210055/187239.36e-073.24e-0520
GO:19028939EndometriumAEHregulation of pri-miRNA transcription by RNA polymerase II19/210054/187233.09e-068.55e-0519
GO:00513022EndometriumAEHregulation of cell division32/2100177/187234.33e-032.86e-0232
GO:0001824EndometriumAEHblastocyst development21/2100106/187236.61e-033.90e-0221
GO:006161415EndometriumEECpri-miRNA transcription by RNA polymerase II21/216855/187233.30e-071.33e-0521
GO:000170114EndometriumEECin utero embryonic development75/2168367/187235.86e-072.16e-0575
GO:190289315EndometriumEECregulation of pri-miRNA transcription by RNA polymerase II20/216854/187231.11e-063.69e-0520
GO:00018241EndometriumEECblastocyst development22/2168106/187234.53e-032.92e-0222
GO:005130211EndometriumEECregulation of cell division32/2168177/187236.93e-033.98e-0232
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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
POU5F1STMLCervixCCSORD,SEMA3B,GCNT2, etc.1.78e-01The 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.
POU5F1TUFColorectumADJFKBP5,CYP3A5,PDE9A, etc.4.73e-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.
POU5F1SSCColorectumADJFKBP5,CYP3A5,PDE9A, etc.2.03e-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.
POU5F1IMENTColorectumCRCFKBP5,CYP3A5,PDE9A, etc.7.59e-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.
POU5F1ABSColorectumCRCFKBP5,CYP3A5,PDE9A, etc.6.48e-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.
POU5F1IMENTColorectumFAPFKBP5,CYP3A5,PDE9A, etc.1.50e-01The 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.
POU5F1SURFEndometriumHealthySAA1,CRY2,SPP1, etc.4.58e-01The 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.
POU5F1DIFFEsophagusESCCBASP1,PCCA,HIC1, 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.
POU5F1GOBEsophagusESCCBASP1,PCCA,HIC1, 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.
POU5F1DIFFEsophagusHGINBASP1,PCCA,HIC1, 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.
∗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
POU5F1SNVMissense_Mutationc.428N>Tp.Gln143Leup.Q143LQ01860protein_codingdeleterious(0.03)benign(0.298)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POU5F1SNVMissense_Mutationnovelc.562G>Cp.Glu188Glnp.E188QQ01860protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A574-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
POU5F1deletionFrame_Shift_Delc.330delNp.Ser111ProfsTer12p.S111Pfs*12Q01860protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POU5F1SNVMissense_Mutationnovelc.381N>Cp.Glu127Aspp.E127DQ01860protein_codingtolerated(0.06)benign(0.222)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
POU5F1SNVMissense_Mutationc.468G>Cp.Lys156Asnp.K156NQ01860protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-C5-A902-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
POU5F1SNVMissense_Mutationnovelc.286N>Ap.Glu96Lysp.E96KQ01860protein_codingdeleterious(0.02)benign(0)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
POU5F1SNVMissense_Mutationnovelc.890N>Gp.Asp297Glyp.D297GQ01860protein_codingtolerated(0.09)benign(0.174)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
POU5F1SNVMissense_Mutationnovelc.738N>Tp.Glu246Aspp.E246DQ01860protein_codingdeleterious(0.04)possibly_damaging(0.802)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
POU5F1SNVMissense_Mutationc.809A>Gp.Glu270Glyp.E270GQ01860protein_codingdeleterious(0)benign(0.221)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
POU5F1insertionFrame_Shift_Insnovelc.307dupGp.Val103GlyfsTer86p.V103Gfs*86Q01860protein_codingTCGA-AY-4070-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapy5-fuPD
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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
5460POU5F1TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEphenytoinPHENYTOIN
5460POU5F1TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEETHANOLALCOHOL16112835
5460POU5F1TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEallopurinolALLOPURINOL21801394
5460POU5F1TRANSCRIPTION FACTOR, CLINICALLY ACTIONABLEcarbamazepineCARBAMAZEPINE
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