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: FOXD2

Gene summary for FOXD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXD2

Gene ID

2306

Gene nameforkhead box D2
Gene AliasFKHL17
Cytomap1p33
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

O60548


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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
2306FOXD2HTA11_2487_2000001011HumanColorectumSER1.38e-031.97e-01-0.1808
2306FOXD2HTA11_1938_2000001011HumanColorectumAD2.85e-032.90e-01-0.0811
2306FOXD2HTA11_347_2000001011HumanColorectumAD1.39e-154.51e-01-0.1954
2306FOXD2HTA11_696_2000001011HumanColorectumAD1.49e-052.90e-01-0.1464
2306FOXD2HTA11_1391_2000001011HumanColorectumAD2.02e-052.83e-01-0.059
2306FOXD2HTA11_2992_2000001011HumanColorectumSER7.76e-044.25e-01-0.1706
2306FOXD2HTA11_546_2000001011HumanColorectumAD3.32e-043.81e-01-0.0842
2306FOXD2HTA11_7862_2000001011HumanColorectumAD1.88e-034.07e-01-0.0179
2306FOXD2HTA11_10623_2000001011HumanColorectumAD2.83e-044.87e-01-0.0177
2306FOXD2HTA11_10711_2000001011HumanColorectumAD7.71e-032.68e-010.0338
2306FOXD2HTA11_7469_2000001011HumanColorectumAD1.84e-024.32e-01-0.0124
2306FOXD2HTA11_99999970781_79442HumanColorectumMSS6.58e-052.55e-010.294
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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
∗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
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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
FOXD2TUFColorectumHealthyOTUD3,AKR1B10,ABCA7, etc.4.16e-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.
FOXD2PERIThyroidATCHOXB7,CTSW,ZNF316, etc.2.26e-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.
FOXD2SMCThyroidATCHOXB7,CTSW,ZNF316, 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.
∗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
FOXD2SNVMissense_Mutationc.450G>Cp.Leu150Phep.L150FO60548protein_codingdeleterious(0)probably_damaging(1)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOXD2SNVMissense_Mutationnovelc.658C>Gp.Arg220Glyp.R220GO60548protein_codingdeleterious(0)probably_damaging(0.987)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FOXD2SNVMissense_Mutationc.509C>Tp.Ala170Valp.A170VO60548protein_codingdeleterious(0.02)possibly_damaging(0.573)TCGA-3L-AA1B-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FOXD2SNVMissense_Mutationc.1391N>Tp.Ala464Valp.A464VO60548protein_codingdeleterious_low_confidence(0.01)benign(0.212)TCGA-AU-3779-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
FOXD2SNVMissense_Mutationnovelc.1454G>Ap.Ser485Asnp.S485NO60548protein_codingdeleterious_low_confidence(0.02)benign(0.001)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
FOXD2SNVMissense_Mutationc.556G>Cp.Val186Leup.V186LO60548protein_codingdeleterious(0)possibly_damaging(0.693)TCGA-DD-A4ND-01Liverliver hepatocellular carcinomaFemale<65I/IIChemotherapyadriamycinCR
FOXD2SNVMissense_Mutationnovelc.1163N>Tp.Arg388Leup.R388LO60548protein_codingtolerated_low_confidence(0.38)benign(0.003)TCGA-G3-AAV5-01Liverliver hepatocellular carcinomaMale>=65I/IIChemotherapyhec.1SD
FOXD2SNVMissense_Mutationnovelc.704N>Ap.Pro235Glnp.P235QO60548protein_codingtolerated_low_confidence(0.07)benign(0.123)TCGA-78-7148-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownPD
FOXD2SNVMissense_Mutationnovelc.525C>Gp.Ile175Metp.I175MO60548protein_codingdeleterious(0)probably_damaging(1)TCGA-NK-A5D1-01Lunglung squamous cell carcinomaMale<65I/IIChemotherapygemcitabinePD
FOXD2SNVMissense_Mutationnovelc.469N>Gp.Ile157Valp.I157VO60548protein_codingdeleterious(0)probably_damaging(0.999)TCGA-CN-6011-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapycisplatinSD
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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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