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: FOXC1

Gene summary for FOXC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXC1

Gene ID

2296

Gene nameforkhead box C1
Gene AliasARA
Cytomap6p25.3
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q12948


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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
2296FOXC1LZE4THumanEsophagusESCC1.93e-02-3.22e-010.0811
2296FOXC1LZE8THumanEsophagusESCC7.51e-06-2.23e-010.067
2296FOXC1LZE20THumanEsophagusESCC6.68e-08-7.44e-020.0662
2296FOXC1LZE24THumanEsophagusESCC6.33e-05-3.17e-010.0596
2296FOXC1LZE21THumanEsophagusESCC2.11e-02-1.98e-010.0655
2296FOXC1P2T-EHumanEsophagusESCC4.32e-205.70e-010.1177
2296FOXC1P4T-EHumanEsophagusESCC3.02e-06-2.68e-010.1323
2296FOXC1P5T-EHumanEsophagusESCC9.23e-06-3.24e-010.1327
2296FOXC1P8T-EHumanEsophagusESCC4.94e-08-1.79e-010.0889
2296FOXC1P9T-EHumanEsophagusESCC2.28e-05-2.83e-010.1131
2296FOXC1P10T-EHumanEsophagusESCC3.31e-07-2.93e-010.116
2296FOXC1P11T-EHumanEsophagusESCC8.05e-091.34e-010.1426
2296FOXC1P12T-EHumanEsophagusESCC3.77e-06-1.72e-010.1122
2296FOXC1P15T-EHumanEsophagusESCC1.14e-04-3.18e-010.1149
2296FOXC1P16T-EHumanEsophagusESCC2.63e-171.30e-010.1153
2296FOXC1P17T-EHumanEsophagusESCC1.51e-03-4.14e-020.1278
2296FOXC1P20T-EHumanEsophagusESCC1.57e-04-3.08e-010.1124
2296FOXC1P21T-EHumanEsophagusESCC4.23e-07-2.55e-010.1617
2296FOXC1P22T-EHumanEsophagusESCC1.14e-07-2.67e-010.1236
2296FOXC1P23T-EHumanEsophagusESCC2.40e-05-7.24e-020.108
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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
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
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
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:0051098111EsophagusESCCregulation of binding251/8552363/187236.73e-208.46e-18251
GO:000734615EsophagusESCCregulation of mitotic cell cycle293/8552457/187238.00e-165.64e-14293
GO:000170119EsophagusESCCin utero embryonic development243/8552367/187231.00e-156.86e-14243
GO:0048732111EsophagusESCCgland development269/8552436/187237.81e-122.95e-10269
GO:0051099111EsophagusESCCpositive regulation of binding122/8552173/187232.79e-119.45e-10122
GO:00457865EsophagusESCCnegative regulation of cell cycle236/8552385/187233.62e-109.93e-09236
GO:0051101111EsophagusESCCregulation of DNA binding84/8552118/187231.64e-083.21e-0784
GO:00435888EsophagusESCCskin development163/8552263/187236.48e-081.14e-06163
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:000854410EsophagusESCCepidermis development193/8552324/187232.87e-074.19e-06193
GO:004593013EsophagusESCCnegative regulation of mitotic cell cycle143/8552235/187231.84e-062.15e-05143
GO:000150317EsophagusESCCossification232/8552408/187233.00e-063.40e-05232
GO:00107184EsophagusESCCpositive regulation of epithelial to mesenchymal transition40/855252/187234.25e-064.56e-0540
GO:00073698EsophagusESCCgastrulation115/8552185/187234.35e-064.64e-05115
GO:007084919EsophagusESCCresponse to epidermal growth factor38/855249/187235.24e-065.49e-0538
GO:007136419EsophagusESCCcellular response to epidermal growth factor stimulus35/855245/187231.11e-051.04e-0435
GO:000991310EsophagusESCCepidermal cell differentiation122/8552202/187231.69e-051.51e-04122
GO:00072197EsophagusESCCNotch signaling pathway106/8552172/187231.74e-051.55e-04106
GO:00456826EsophagusESCCregulation of epidermis development46/855265/187233.65e-052.97e-0446
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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
FOXC1MESCervixHSIL_HPVTCHP,ARRB2,SLC39A2, etc.4.61e-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.
FOXC1M1MACCervixHealthySPARCL1,AQP1,ADIRF, 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.
FOXC1MYOFIBCervixCCCDKN1A,CSRP2,YBX3, etc.2.95e-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.
FOXC1MYOFIBCervixHSIL_HPVCDKN1A,CSRP2,YBX3, etc.1.01e-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.
FOXC1ABSColorectumMSI-HCLEC19A,RARRES3,HLA-B, etc.3.21e-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.
FOXC1IMENTColorectumMSI-HCLEC19A,RARRES3,HLA-B, etc.1.16e-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.
FOXC1ASCColorectumMSI-HCLEC19A,RARRES3,HLA-B, etc.1.69e-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.
FOXC1CTColorectumSERCLEC19A,RARRES3,HLA-B, etc.3.95e-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.
FOXC1MVAEndometriumEECPPP1R2,YBX3,CDKN1A, etc.2.03e-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.
FOXC1MVAEndometriumHealthyPPP1R2,YBX3,CDKN1A, etc.2.11e-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
FOXC1SNVMissense_Mutationnovelc.1628N>Tp.Ser543Phep.S543FQ12948protein_codingdeleterious(0)probably_damaging(0.986)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
FOXC1SNVMissense_Mutationc.373N>Gp.Ser125Glyp.S125GQ12948protein_codingdeleterious(0)probably_damaging(0.997)TCGA-D8-A1XQ-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FOXC1insertionFrame_Shift_Insnovelc.257_258insTAp.Ile87ThrfsTer16p.I87Tfs*16Q12948protein_codingTCGA-LL-A5YL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FOXC1SNVMissense_Mutationc.1519G>Ap.Val507Metp.V507MQ12948protein_codingdeleterious(0.01)possibly_damaging(0.694)TCGA-C5-A7CJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
FOXC1SNVMissense_Mutationc.253N>Ap.Ala85Thrp.A85TQ12948protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FOXC1SNVMissense_Mutationnovelc.1550N>Ap.Gly517Aspp.G517DQ12948protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FOXC1SNVMissense_Mutationc.469N>Tp.Asp157Tyrp.D157YQ12948protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FOXC1SNVMissense_Mutationc.469N>Tp.Asp157Tyrp.D157YQ12948protein_codingdeleterious(0)probably_damaging(0.999)TCGA-A5-A0GG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
FOXC1SNVMissense_Mutationnovelc.414G>Tp.Lys138Asnp.K138NQ12948protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
FOXC1SNVMissense_Mutationrs765987336c.229N>Ap.Val77Metp.V77MQ12948protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
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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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