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: FOXD1

Gene summary for FOXD1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FOXD1

Gene ID

2297

Gene nameforkhead box D1
Gene AliasFKHL8
Cytomap5q13.2
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q16676


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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
2297FOXD1C04HumanOral cavityOSCC3.59e-052.42e-010.2633
2297FOXD1C21HumanOral cavityOSCC5.81e-297.11e-010.2678
2297FOXD1C30HumanOral cavityOSCC3.74e-186.15e-010.3055
2297FOXD1C43HumanOral cavityOSCC1.62e-029.96e-020.1704
2297FOXD1C08HumanOral cavityOSCC6.26e-051.50e-010.1919
2297FOXD1SYSMH1HumanOral cavityOSCC3.22e-041.58e-010.1127
2297FOXD1SYSMH2HumanOral cavityOSCC1.75e-022.28e-010.2326
2297FOXD1SYSMH3HumanOral cavityOSCC2.33e-154.19e-010.2442
2297FOXD1SYSMH5HumanOral cavityOSCC4.12e-031.48e-010.0647
2297FOXD1ATC11HumanThyroidATC1.60e-075.04e-010.3386
2297FOXD1ATC12HumanThyroidATC2.80e-173.80e-010.34
2297FOXD1ATC13HumanThyroidATC7.27e-336.24e-010.34
2297FOXD1ATC2HumanThyroidATC9.94e-097.17e-010.34
2297FOXD1ATC3HumanThyroidATC4.34e-115.39e-010.338
2297FOXD1ATC4HumanThyroidATC2.14e-214.68e-010.34
2297FOXD1ATC5HumanThyroidATC4.37e-346.71e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00016558Oral cavityOSCCurogenital system development160/7305338/187231.03e-035.31e-03160
GO:00071789Oral cavityOSCCtransmembrane receptor protein serine/threonine kinase signaling pathway165/7305355/187232.31e-031.02e-02165
GO:00605629Oral cavityOSCCepithelial tube morphogenesis149/7305325/187236.73e-032.50e-02149
GO:006156410Oral cavityOSCCaxon development207/7305467/187231.01e-023.51e-02207
GO:006156423ThyroidATCaxon development220/6293467/187236.85e-101.80e-08220
GO:000740919ThyroidATCaxonogenesis197/6293418/187235.09e-091.13e-07197
GO:000182222ThyroidATCkidney development146/6293293/187235.81e-091.28e-07146
GO:000165522ThyroidATCurogenital system development164/6293338/187237.92e-091.70e-07164
GO:007200122ThyroidATCrenal system development149/6293302/187239.48e-091.99e-07149
GO:000717823ThyroidATCtransmembrane receptor protein serine/threonine kinase signaling pathway170/6293355/187231.40e-082.87e-07170
GO:006056222ThyroidATCepithelial tube morphogenesis156/6293325/187234.48e-088.14e-07156
GO:006048521ThyroidATCmesenchyme development136/6293291/187232.04e-062.43e-05136
GO:009028721ThyroidATCregulation of cellular response to growth factor stimulus140/6293304/187233.91e-064.33e-05140
GO:000176317ThyroidATCmorphogenesis of a branching structure96/6293196/187235.68e-066.04e-0596
GO:009009214ThyroidATCregulation of transmembrane receptor protein serine/threonine kinase signaling pathway120/6293256/187236.62e-066.85e-05120
GO:006113815ThyroidATCmorphogenesis of a branching epithelium88/6293182/187232.55e-052.20e-0488
GO:007207322ThyroidATCkidney epithelium development68/6293136/187235.50e-054.24e-0468
GO:007200614ThyroidATCnephron development69/6293142/187231.50e-041.04e-0369
GO:007216321ThyroidATCmesonephric epithelium development48/629392/187231.81e-041.22e-0348
GO:007216421ThyroidATCmesonephric tubule development48/629392/187231.81e-041.22e-0348
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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
FOXD1MYOFIBProstateHealthyGLUL,IGFBP6,SLC2A1, etc.4.01e-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.
FOXD1ICAFProstateTumorGLUL,IGFBP6,SLC2A1, etc.1.30e-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
FOXD1SNVMissense_Mutationnovelc.160N>Tp.Arg54Trpp.R54WQ16676protein_codingdeleterious_low_confidence(0.04)possibly_damaging(0.853)TCGA-BH-A0W5-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexCR
FOXD1SNVMissense_Mutationnovelc.1300N>Tp.Ala434Serp.A434SQ16676protein_codingtolerated_low_confidence(0.32)benign(0.24)TCGA-WS-AB45-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
FOXD1SNVMissense_Mutationnovelc.559N>Tp.Pro187Serp.P187SQ16676protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
FOXD1SNVMissense_Mutationnovelc.155G>Ap.Arg52Glnp.R52QQ16676protein_codingtolerated_low_confidence(0.6)possibly_damaging(0.602)TCGA-A5-A7WJ-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FOXD1SNVMissense_Mutationnovelc.591N>Ap.Asn197Lysp.N197KQ16676protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FOXD1SNVMissense_Mutationnovelc.539N>Cp.Asn180Thrp.N180TQ16676protein_codingdeleterious(0)probably_damaging(0.997)TCGA-AX-A05Z-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapyadriamycinSD
FOXD1SNVMissense_Mutationnovelc.572N>Ap.Gly191Aspp.G191DQ16676protein_codingdeleterious(0)probably_damaging(1)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
FOXD1SNVMissense_Mutationrs765790973c.619N>Ap.Asp207Asnp.D207NQ16676protein_codingdeleterious(0)probably_damaging(0.984)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
FOXD1SNVMissense_Mutationnovelc.581G>Ap.Gly194Aspp.G194DQ16676protein_codingdeleterious(0)probably_damaging(1)TCGA-LG-A9QC-01Liverliver hepatocellular carcinomaMale<65I/IIUnknownUnknownSD
FOXD1SNVMissense_Mutationnovelc.368T>Ap.Leu123Glnp.L123QQ16676protein_codingdeleterious(0)probably_damaging(0.92)TCGA-50-5931-01Lunglung adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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