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: POU3F1

Gene summary for POU3F1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POU3F1

Gene ID

5453

Gene namePOU class 3 homeobox 1
Gene AliasOCT6
Cytomap1p34.3
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q03052


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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
5453POU3F1P4T-EHumanEsophagusESCC1.53e-021.34e-010.1323
5453POU3F1P5T-EHumanEsophagusESCC1.37e-031.01e-010.1327
5453POU3F1P10T-EHumanEsophagusESCC5.43e-346.87e-010.116
5453POU3F1P11T-EHumanEsophagusESCC6.55e-075.56e-010.1426
5453POU3F1P20T-EHumanEsophagusESCC6.32e-067.91e-020.1124
5453POU3F1P21T-EHumanEsophagusESCC4.62e-194.97e-010.1617
5453POU3F1P22T-EHumanEsophagusESCC6.68e-076.06e-020.1236
5453POU3F1P26T-EHumanEsophagusESCC2.11e-024.61e-020.1276
5453POU3F1P27T-EHumanEsophagusESCC1.02e-062.15e-010.1055
5453POU3F1P37T-EHumanEsophagusESCC2.87e-133.36e-010.1371
5453POU3F1P42T-EHumanEsophagusESCC5.14e-031.40e-010.1175
5453POU3F1P48T-EHumanEsophagusESCC1.72e-051.47e-010.0959
5453POU3F1P52T-EHumanEsophagusESCC8.91e-111.56e-010.1555
5453POU3F1P54T-EHumanEsophagusESCC2.85e-114.76e-010.0975
5453POU3F1P57T-EHumanEsophagusESCC1.09e-039.02e-020.0926
5453POU3F1P61T-EHumanEsophagusESCC1.18e-061.94e-010.099
5453POU3F1P65T-EHumanEsophagusESCC3.07e-195.49e-010.0978
5453POU3F1P75T-EHumanEsophagusESCC9.20e-043.56e-020.1125
5453POU3F1P91T-EHumanEsophagusESCC1.84e-077.49e-010.1828
5453POU3F1P107T-EHumanEsophagusESCC3.79e-083.04e-010.171
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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
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00425524EsophagusESCCmyelination85/8552134/187232.51e-052.13e-0485
GO:00072724EsophagusESCCensheathment of neurons86/8552136/187232.68e-052.24e-0486
GO:00083664EsophagusESCCaxon ensheathment86/8552136/187232.68e-052.24e-0486
GO:00420636EsophagusESCCgliogenesis172/8552301/187233.75e-053.04e-04172
GO:00302167EsophagusESCCkeratinocyte differentiation86/8552139/187238.53e-056.19e-0486
GO:00100016EsophagusESCCglial cell differentiation129/8552225/187232.73e-041.65e-03129
GO:00140373EsophagusESCCSchwann cell differentiation28/855240/187231.61e-037.50e-0328
GO:00435887Oral cavityOSCCskin development143/7305263/187232.77e-074.27e-06143
GO:00085449Oral cavityOSCCepidermis development171/7305324/187232.89e-074.43e-06171
GO:00302166Oral cavityOSCCkeratinocyte differentiation81/7305139/187233.16e-063.81e-0581
GO:00099139Oral cavityOSCCepidermal cell differentiation109/7305202/187231.08e-051.14e-04109
GO:00420635Oral cavityOSCCgliogenesis154/7305301/187231.10e-051.14e-04154
GO:00072723Oral cavityOSCCensheathment of neurons72/7305136/187236.59e-043.70e-0372
GO:00083663Oral cavityOSCCaxon ensheathment72/7305136/187236.59e-043.70e-0372
GO:00425523Oral cavityOSCCmyelination71/7305134/187236.93e-043.86e-0371
GO:00100015Oral cavityOSCCglial cell differentiation110/7305225/187231.56e-037.45e-03110
GO:00140372Oral cavityOSCCSchwann cell differentiation25/730540/187232.22e-031.00e-0225
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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
POU3F1CD8TRMBreastHealthyMTRNR2L8,IER5L,MAF, etc.3.97e-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.
POU3F1CD8TRMBreastPrecancerMTRNR2L8,IER5L,MAF, etc.5.16e-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.
POU3F1MYOFIBProstateBPHPNMT,C1QL1,RNF112, etc.4.40e-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.
POU3F1ICAFProstateHealthyPNMT,C1QL1,RNF112, etc.3.81e-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.
∗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
POU3F1SNVMissense_Mutationnovelc.1057N>Tp.Ala353Serp.A353SQ03052protein_codingdeleterious(0.02)possibly_damaging(0.868)TCGA-BH-A0HP-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapydoxorubicinSD
POU3F1SNVMissense_Mutationc.760N>Ap.Asp254Asnp.D254NQ03052protein_codingdeleterious(0.01)probably_damaging(0.968)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
POU3F1SNVMissense_Mutationc.1012N>Tp.Arg338Cysp.R338CQ03052protein_codingdeleterious(0)probably_damaging(0.981)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
POU3F1SNVMissense_Mutationc.796C>Tp.Arg266Cysp.R266CQ03052protein_codingdeleterious(0)probably_damaging(1)TCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
POU3F1SNVMissense_Mutationrs762115043c.953A>Gp.Glu318Glyp.E318GQ03052protein_codingdeleterious(0)possibly_damaging(0.886)TCGA-D5-5539-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fuPD
POU3F1SNVMissense_Mutationnovelc.1235N>Gp.Tyr412Cysp.Y412CQ03052protein_codingdeleterious(0.01)probably_damaging(0.987)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
POU3F1SNVMissense_Mutationrs750586749c.941N>Gp.Asn314Serp.N314SQ03052protein_codingdeleterious(0.02)benign(0.127)TCGA-D1-A103-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
POU3F1SNVMissense_Mutationnovelc.1135N>Ap.Glu379Lysp.E379KQ03052protein_codingdeleterious(0.01)probably_damaging(0.922)TCGA-EY-A1GX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownPD
POU3F1SNVMissense_Mutationnovelc.1122C>Ap.Asp374Glup.D374EQ03052protein_codingtolerated(0.24)benign(0.019)TCGA-78-8662-01Lunglung adenocarcinomaFemale<65I/IIUnknownUnknownPD
POU3F1SNVMissense_Mutationnovelc.1052N>Cp.Lys351Thrp.K351TQ03052protein_codingdeleterious(0)probably_damaging(0.987)TCGA-98-A538-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownSD
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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
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