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: POU2F1

Gene summary for POU2F1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

POU2F1

Gene ID

5451

Gene namePOU class 2 homeobox 1
Gene AliasOCT1
Cytomap1q24.2
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

P14859


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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
5451POU2F1CCI_1HumanCervixCC5.25e-101.34e+000.528
5451POU2F1CCI_2HumanCervixCC2.46e-131.77e+000.5249
5451POU2F1CCI_3HumanCervixCC7.50e-141.18e+000.516
5451POU2F1LZE2THumanEsophagusESCC5.10e-046.56e-010.082
5451POU2F1LZE7THumanEsophagusESCC1.45e-033.28e-010.0667
5451POU2F1LZE22THumanEsophagusESCC1.50e-022.69e-010.068
5451POU2F1LZE24THumanEsophagusESCC1.82e-091.67e-010.0596
5451POU2F1P1T-EHumanEsophagusESCC4.85e-043.26e-010.0875
5451POU2F1P2T-EHumanEsophagusESCC2.36e-193.76e-010.1177
5451POU2F1P4T-EHumanEsophagusESCC1.15e-101.90e-010.1323
5451POU2F1P5T-EHumanEsophagusESCC3.30e-051.01e-010.1327
5451POU2F1P8T-EHumanEsophagusESCC8.46e-132.36e-010.0889
5451POU2F1P9T-EHumanEsophagusESCC3.09e-092.02e-010.1131
5451POU2F1P10T-EHumanEsophagusESCC1.68e-143.51e-010.116
5451POU2F1P11T-EHumanEsophagusESCC1.53e-043.50e-010.1426
5451POU2F1P12T-EHumanEsophagusESCC1.31e-082.23e-010.1122
5451POU2F1P15T-EHumanEsophagusESCC9.77e-143.17e-010.1149
5451POU2F1P16T-EHumanEsophagusESCC1.15e-072.19e-010.1153
5451POU2F1P17T-EHumanEsophagusESCC1.16e-041.84e-010.1278
5451POU2F1P20T-EHumanEsophagusESCC1.04e-111.93e-010.1124
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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
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0541720CervixCCLipid and atherosclerosis65/1267215/84656.47e-091.10e-076.52e-0865
hsa05417110CervixCCLipid and atherosclerosis65/1267215/84656.47e-091.10e-076.52e-0865
hsa05417211EsophagusESCCLipid and atherosclerosis143/4205215/84653.30e-072.45e-061.26e-06143
hsa05417310EsophagusESCCLipid and atherosclerosis143/4205215/84653.30e-072.45e-061.26e-06143
hsa0541714LiverNAFLDLipid and atherosclerosis42/1043215/84651.46e-031.71e-021.38e-0242
hsa0541715LiverNAFLDLipid and atherosclerosis42/1043215/84651.46e-031.71e-021.38e-0242
hsa0541742LiverHCCLipid and atherosclerosis118/4020215/84651.66e-023.92e-022.18e-02118
hsa0541752LiverHCCLipid and atherosclerosis118/4020215/84651.66e-023.92e-022.18e-02118
hsa0541716LungIACLipid and atherosclerosis48/1053215/84653.02e-056.14e-044.08e-0448
hsa0541717LungIACLipid and atherosclerosis48/1053215/84653.02e-056.14e-044.08e-0448
hsa0541723LungAISLipid and atherosclerosis46/961215/84651.33e-053.32e-042.12e-0446
hsa0541733LungAISLipid and atherosclerosis46/961215/84651.33e-053.32e-042.12e-0446
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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
POU2F1CD8TEFFBreastDCISZKSCAN1,SUSD1,SLC35A3, etc.1.38e-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.
POU2F1CD8TEXPCervixADJDLEU2,MPHOSPH9,NCAPG2, etc.2.55e-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.
POU2F1NKCervixHealthyDLEU2,MPHOSPH9,NCAPG2, etc.5.38e-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.
POU2F1NKCervixHSIL_HPVDLEU2,MPHOSPH9,NCAPG2, etc.9.72e-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.
POU2F1STMLCervixCCASPM,NUF2,KNL1, etc.1.33e-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.
POU2F1SSCColorectumHealthyZNF441,AC010235.1,PARP12, etc.1.36e-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.
POU2F1ABPLungHealthyPAPD7,LPCAT1,CNOT11, etc.2.52e-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.
POU2F1CILIALungHealthyPAPD7,LPCAT1,CNOT11, etc.1.43e-03The 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.
POU2F1ALVMACLungHealthyHSPA14,VAMP7,CD40, etc.5.25e-03The 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.
POU2F1LYMENDLungIACANKAR,MMAA,RRAD, etc.3.18e-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.
∗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
POU2F1SNVMissense_Mutationc.68N>Cp.Arg23Thrp.R23TP14859protein_codingdeleterious_low_confidence(0)benign(0.412)TCGA-A1-A0SI-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
POU2F1SNVMissense_Mutationrs371507009c.1939G>Ap.Gly647Serp.G647SP14859protein_codingtolerated(1)possibly_damaging(0.581)TCGA-D8-A1JK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
POU2F1SNVMissense_Mutationrs765718905c.1264T>Gp.Leu422Valp.L422VP14859protein_codingdeleterious(0.05)benign(0)TCGA-E2-A158-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyarimidexSD
POU2F1SNVMissense_Mutationc.1230N>Cp.Glu410Aspp.E410DP14859protein_codingtolerated(0.08)benign(0.041)TCGA-EW-A1OX-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
POU2F1insertionFrame_Shift_Insnovelc.67_68insAAAGATTGGGp.Arg23LysfsTer13p.R23Kfs*13P14859protein_codingTCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
POU2F1SNVMissense_Mutationnovelc.1950C>Ap.Ser650Argp.S650RP14859protein_codingdeleterious(0)probably_damaging(0.994)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
POU2F1SNVMissense_Mutationrs141034916c.302C>Tp.Ser101Leup.S101LP14859protein_codingtolerated_low_confidence(0.08)benign(0.082)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
POU2F1SNVMissense_Mutationc.25C>Gp.Gln9Glup.Q9EP14859protein_codingdeleterious_low_confidence(0.02)unknown(0)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
POU2F1SNVMissense_Mutationnovelc.1217N>Ap.Arg406Hisp.R406HP14859protein_codingdeleterious(0)probably_damaging(0.979)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
POU2F1SNVMissense_Mutationrs561712054c.2158N>Ap.Ala720Thrp.A720TP14859protein_codingdeleterious(0)probably_damaging(0.98)TCGA-A6-A565-01Colorectumcolon adenocarcinomaFemale<65III/IVUnspecific5FUPD
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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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