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: FOXA1

Gene summary for FOXA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXA1

Gene ID

3169

Gene nameforkhead box A1
Gene AliasHNF3A
Cytomap14q21.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P55317


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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
3169FOXA1GSM4909281HumanBreastIDC1.77e-06-2.00e-010.21
3169FOXA1GSM4909282HumanBreastIDC3.78e-06-1.95e-01-0.0288
3169FOXA1GSM4909285HumanBreastIDC4.58e-02-1.76e-010.21
3169FOXA1GSM4909287HumanBreastIDC1.20e-05-1.95e-010.2057
3169FOXA1GSM4909290HumanBreastIDC2.02e-135.63e-010.2096
3169FOXA1GSM4909293HumanBreastIDC4.37e-194.70e-010.1581
3169FOXA1GSM4909295HumanBreastIDC1.38e-02-2.00e-010.0898
3169FOXA1GSM4909298HumanBreastIDC2.09e-235.45e-010.1551
3169FOXA1GSM4909301HumanBreastIDC4.93e-125.08e-010.1577
3169FOXA1GSM4909304HumanBreastIDC1.54e-235.17e-010.1636
3169FOXA1GSM4909306HumanBreastIDC7.79e-103.56e-010.1564
3169FOXA1GSM4909307HumanBreastIDC1.69e-084.38e-010.1569
3169FOXA1GSM4909308HumanBreastIDC1.09e-246.17e-010.158
3169FOXA1GSM4909311HumanBreastIDC3.98e-02-1.18e-010.1534
3169FOXA1GSM4909319HumanBreastIDC4.12e-06-1.59e-010.1563
3169FOXA1brca2HumanBreastPrecancer9.46e-052.12e-01-0.024
3169FOXA1M1HumanBreastIDC7.93e-094.49e-010.1577
3169FOXA1M5HumanBreastIDC4.65e-056.70e-010.1598
3169FOXA1NCCBC14HumanBreastDCIS7.58e-053.88e-010.2021
3169FOXA1NCCBC5HumanBreastDCIS2.29e-021.22e-010.2046
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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:00485459BreastPrecancerresponse to steroid hormone53/1080339/187233.07e-113.66e-0953
GO:00457859BreastPrecancerpositive regulation of cell adhesion52/1080437/187235.74e-072.49e-0552
GO:00487329BreastPrecancergland development49/1080436/187236.11e-061.73e-0449
GO:00713838BreastPrecancercellular response to steroid hormone stimulus28/1080204/187231.78e-054.26e-0428
GO:00425938BreastPrecancerglucose homeostasis31/1080258/187238.89e-051.69e-0331
GO:00335008BreastPrecancercarbohydrate homeostasis31/1080259/187239.56e-051.79e-0331
GO:00224098BreastPrecancerpositive regulation of cell-cell adhesion33/1080284/187231.03e-041.89e-0333
GO:00224079BreastPrecancerregulation of cell-cell adhesion45/1080448/187232.12e-043.30e-0345
GO:00486087BreastPrecancerreproductive structure development43/1080424/187232.36e-043.56e-0343
GO:00614587BreastPrecancerreproductive system development43/1080427/187232.75e-044.00e-0343
GO:00323555BreastPrecancerresponse to estradiol19/1080141/187234.81e-046.31e-0319
GO:00305187BreastPrecancerintracellular steroid hormone receptor signaling pathway16/1080116/187231.01e-031.13e-0216
GO:00018373BreastPrecancerepithelial to mesenchymal transition19/1080157/187231.78e-031.75e-0219
GO:00604792BreastPrecancerlung cell differentiation6/108024/187231.99e-031.90e-026
GO:00305228BreastPrecancerintracellular receptor signaling pathway27/1080265/187232.99e-032.57e-0227
GO:00605625BreastPrecancerepithelial tube morphogenesis31/1080325/187234.21e-033.31e-0231
GO:00020649BreastPrecancerepithelial cell development23/1080220/187234.28e-033.35e-0223
GO:00434018BreastPrecancersteroid hormone mediated signaling pathway16/1080136/187235.21e-033.88e-0216
GO:004854514BreastIDCresponse to steroid hormone70/1434339/187231.34e-144.23e-1270
GO:004873214BreastIDCgland development64/1434436/187233.47e-071.74e-0564
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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
FOXA1MLUMBreastADJDHCR24,GATA3,SLC39A6, etc.3.09e-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.
FOXA1MLUMBreastIDCDHCR24,GATA3,SLC39A6, etc.5.10e-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.
FOXA1MLUMBreastPrecancerDHCR24,GATA3,SLC39A6, etc.2.54e-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.
FOXA1PLABreastADJSLC39A6,TFF3,AGR3, etc.1.41e-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.
FOXA1NKBreastDCISSLC39A6,TFF3,AGR3, etc.1.29e-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.
FOXA1PLABreastDCISSLC39A6,TFF3,AGR3, etc.1.30e-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.
FOXA1BMEMBreastDCISSLC39A6,TFF3,AGR3, etc.1.19e-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.
FOXA1BMEMBreastHealthySLC39A6,TFF3,AGR3, etc.9.47e-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.
FOXA1NKBreastHealthySLC39A6,TFF3,AGR3, etc.1.03e-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.
FOXA1NKBreastIDCSLC39A6,TFF3,AGR3, etc.9.31e-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
FOXA1SNVMissense_Mutationnovelc.637C>Tp.Arg213Cysp.R213CP55317protein_codingdeleterious(0)probably_damaging(1)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
FOXA1SNVMissense_Mutationnovelc.22G>Ap.Glu8Lysp.E8KP55317protein_codingdeleterious(0)probably_damaging(0.968)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
FOXA1SNVMissense_Mutationc.1350N>Gp.Ile450Metp.I450MP55317protein_codingtolerated(0.35)benign(0.07)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
FOXA1SNVMissense_Mutationc.739N>Tp.His247Tyrp.H247YP55317protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A2-A0SY-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
FOXA1SNVMissense_Mutationc.749N>Tp.Ser250Phep.S250FP55317protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A082-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FOXA1SNVMissense_Mutationc.676N>Ap.Asp226Asnp.D226NP55317protein_codingdeleterious(0)possibly_damaging(0.864)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FOXA1SNVMissense_Mutationnovelc.764N>Tp.Glu255Valp.E255VP55317protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AC-A2FM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
FOXA1SNVMissense_Mutationc.526A>Gp.Ile176Valp.I176VP55317protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AC-A3EH-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
FOXA1SNVMissense_Mutationnovelc.677A>Gp.Asp226Glyp.D226GP55317protein_codingdeleterious(0)possibly_damaging(0.762)TCGA-AC-A4ZE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOXA1SNVMissense_Mutationnovelc.1213N>Tp.Leu405Phep.L405FP55317protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A0FF-01Breastbreast invasive carcinomaFemale<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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