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: FOXA2

Gene summary for FOXA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXA2

Gene ID

3170

Gene nameforkhead box A2
Gene AliasHNF-3-beta
Cytomap20p11.21
Gene Typeprotein-coding
GO ID

GO:0000429

UniProtAcc

B0ZTD4


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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
3170FOXA2HTA11_3410_2000001011HumanColorectumAD3.47e-031.03e-010.0155
3170FOXA2HTA11_2487_2000001011HumanColorectumSER8.42e-051.98e-01-0.1808
3170FOXA2HTA11_78_2000001011HumanColorectumAD6.21e-164.30e-01-0.1088
3170FOXA2HTA11_347_2000001011HumanColorectumAD1.95e-184.07e-01-0.1954
3170FOXA2HTA11_411_2000001011HumanColorectumSER2.50e-118.79e-01-0.2602
3170FOXA2HTA11_2112_2000001011HumanColorectumSER1.50e-043.37e-01-0.2196
3170FOXA2HTA11_3361_2000001011HumanColorectumAD4.57e-062.57e-01-0.1207
3170FOXA2HTA11_696_2000001011HumanColorectumAD1.63e-225.14e-01-0.1464
3170FOXA2HTA11_866_2000001011HumanColorectumAD4.28e-102.59e-01-0.1001
3170FOXA2HTA11_1391_2000001011HumanColorectumAD4.63e-072.56e-01-0.059
3170FOXA2HTA11_2992_2000001011HumanColorectumSER2.14e-073.79e-01-0.1706
3170FOXA2HTA11_5212_2000001011HumanColorectumAD3.03e-031.93e-01-0.2061
3170FOXA2HTA11_546_2000001011HumanColorectumAD1.56e-062.90e-01-0.0842
3170FOXA2HTA11_7862_2000001011HumanColorectumAD5.15e-103.55e-01-0.0179
3170FOXA2HTA11_866_3004761011HumanColorectumAD4.30e-204.39e-010.096
3170FOXA2HTA11_4255_2000001011HumanColorectumSER3.22e-054.41e-010.0446
3170FOXA2HTA11_8622_2000001021HumanColorectumSER3.89e-104.21e-010.0528
3170FOXA2HTA11_6801_2000001011HumanColorectumSER2.21e-022.06e-010.0171
3170FOXA2HTA11_7696_3000711011HumanColorectumAD2.05e-061.84e-010.0674
3170FOXA2HTA11_6818_2000001011HumanColorectumAD2.00e-084.88e-010.0112
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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:000758421LiverHCCresponse to nutrient111/7958174/187231.10e-082.73e-07111
GO:006201222LiverHCCregulation of small molecule metabolic process190/7958334/187236.77e-081.40e-06190
GO:003166912LiverHCCcellular response to nutrient levels130/7958215/187237.52e-081.51e-06130
GO:000974322LiverHCCresponse to carbohydrate149/7958253/187239.55e-081.89e-06149
GO:000610921LiverHCCregulation of carbohydrate metabolic process109/7958178/187233.36e-075.78e-06109
GO:003428422LiverHCCresponse to monosaccharide131/7958225/187231.32e-061.91e-05131
GO:00109062LiverHCCregulation of glucose metabolic process76/7958119/187232.03e-062.79e-0576
GO:000974622LiverHCCresponse to hexose126/7958219/187234.81e-066.06e-05126
GO:00301932LiverHCCregulation of blood coagulation46/795866/187237.12e-068.47e-0546
GO:00106752LiverHCCregulation of cellular carbohydrate metabolic process88/7958146/187231.08e-051.24e-0488
GO:000974912LiverHCCresponse to glucose121/7958212/187231.24e-051.39e-04121
GO:19000462LiverHCCregulation of hemostasis46/795868/187232.43e-052.56e-0446
GO:00508182LiverHCCregulation of coagulation47/795871/187234.68e-054.50e-0447
GO:004426221LiverHCCcellular carbohydrate metabolic process153/7958283/187235.27e-055.00e-04153
GO:004206022LiverHCCwound healing219/7958422/187235.34e-055.04e-04219
GO:006104122LiverHCCregulation of wound healing78/7958134/187231.73e-041.36e-0378
GO:190303421LiverHCCregulation of response to wounding94/7958167/187232.19e-041.66e-0394
GO:00075962LiverHCCblood coagulation118/7958217/187232.63e-041.94e-03118
GO:004259322LiverHCCglucose homeostasis137/7958258/187233.59e-042.49e-03137
GO:003350022LiverHCCcarbohydrate homeostasis137/7958259/187234.45e-042.98e-03137
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04213ColorectumADLongevity regulating pathway - multiple species27/209262/84658.72e-045.96e-033.80e-0327
hsa042131ColorectumADLongevity regulating pathway - multiple species27/209262/84658.72e-045.96e-033.80e-0327
hsa042132ColorectumSERLongevity regulating pathway - multiple species20/158062/84657.15e-033.77e-022.74e-0220
hsa042133ColorectumSERLongevity regulating pathway - multiple species20/158062/84657.15e-033.77e-022.74e-0220
hsa042134ColorectumMSSLongevity regulating pathway - multiple species27/187562/84651.33e-041.17e-037.18e-0427
hsa042135ColorectumMSSLongevity regulating pathway - multiple species27/187562/84651.33e-041.17e-037.18e-0427
hsa042138LiverHCCLongevity regulating pathway - multiple species41/402062/84652.30e-037.86e-034.37e-0341
hsa0421311LiverHCCLongevity regulating pathway - multiple species41/402062/84652.30e-037.86e-034.37e-0341
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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
FOXA2COLCervixN_HPVIGFL1,KATNA1,IL19, etc.4.19e-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.
FOXA2IMGOBColorectumADELAPOR1,RAB15,ST6GALNAC1, etc.1.90e-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.
FOXA2GOBColorectumADELAPOR1,RAB15,ST6GALNAC1, etc.2.15e-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.
FOXA2GOBColorectumADJFOXA2(+)2.71e-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.
FOXA2IMGOBColorectumADJFOXA2(+)1.39e-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.
FOXA2IMGOBColorectumMSI-HELAPOR1,RAB15,ST6GALNAC1, etc.2.32e-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.
FOXA2IMGOBColorectumMSSELAPOR1,RAB15,ST6GALNAC1, etc.5.88e-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.
FOXA2IMGOBColorectumSERELAPOR1,RAB15,ST6GALNAC1, etc.5.77e-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.
FOXA2TUFColorectumSERELAPOR1,RAB15,ST6GALNAC1, etc.4.51e-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.
FOXA2DUCT1PancreasPanINLINC00261,SNORD3A,RCAN1, etc.2.90e-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
FOXA2SNVMissense_Mutationnovelc.640C>Tp.Arg214Cysp.R214CQ9Y261protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A8OQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXA2SNVMissense_Mutationnovelc.58N>Ap.Asp20Asnp.D20NQ9Y261protein_codingdeleterious(0)probably_damaging(0.944)TCGA-E2-A152-01Breastbreast invasive carcinomaFemale<65I/IITargeted Molecular therapytrastuzumabPD
FOXA2SNVMissense_Mutationnovelc.555G>Cp.Met185Ilep.M185IQ9Y261protein_codingdeleterious(0)possibly_damaging(0.796)TCGA-OL-A66O-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
FOXA2deletionFrame_Shift_Delc.1278_1318delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Ser427ArgfsTer43p.S427Rfs*43Q9Y261protein_codingTCGA-AN-A0XU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FOXA2SNVMissense_Mutationnovelc.1285N>Ap.Ala429Thrp.A429TQ9Y261protein_codingtolerated(0.14)benign(0.393)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOXA2SNVMissense_Mutationc.1169C>Tp.Ser390Leup.S390LQ9Y261protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-DG-A2KK-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinSD
FOXA2SNVMissense_Mutationnovelc.336N>Cp.Leu112Phep.L112FQ9Y261protein_codingdeleterious(0)probably_damaging(0.993)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
FOXA2SNVMissense_Mutationnovelc.1152N>Gp.Ile384Metp.I384MQ9Y261protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A94X-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
FOXA2SNVMissense_Mutationnovelc.8N>Tp.Ser3Leup.S3LQ9Y261protein_codingdeleterious_low_confidence(0.01)benign(0.281)TCGA-VS-A94Y-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
FOXA2SNVMissense_Mutationnovelc.1301N>Tp.Thr434Metp.T434MQ9Y261protein_codingdeleterious(0.04)probably_damaging(0.947)TCGA-VS-A94Z-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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