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: FGF1

Gene summary for FGF1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FGF1

Gene ID

2246

Gene namefibroblast growth factor 1
Gene AliasAFGF
Cytomap5q31.3
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

P05230


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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
2246FGF1C30HumanOral cavityOSCC4.88e-158.37e-010.3055
2246FGF1C38HumanOral cavityOSCC1.95e-055.08e-010.172
2246FGF1C43HumanOral cavityOSCC1.19e-101.90e-010.1704
2246FGF1ATC2HumanThyroidATC9.20e-141.53e+000.34
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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:000315816Oral cavityOSCCendothelium development71/7305136/187231.18e-035.99e-0371
GO:19016173Oral cavityOSCCorganic hydroxy compound biosynthetic process115/7305237/187231.73e-038.18e-03115
GO:00605416Oral cavityOSCCrespiratory system development100/7305203/187231.83e-038.60e-03100
GO:001063418Oral cavityOSCCpositive regulation of epithelial cell migration88/7305176/187231.91e-038.94e-0388
GO:002261214Oral cavityOSCCgland morphogenesis62/7305118/187231.91e-038.94e-0362
GO:00603269Oral cavityOSCCcell chemotaxis146/7305310/187232.13e-039.80e-03146
GO:00161253Oral cavityOSCCsterol metabolic process77/7305152/187232.26e-031.00e-0277
GO:00468906Oral cavityOSCCregulation of lipid biosynthetic process85/7305171/187232.79e-031.21e-0285
GO:00192167Oral cavityOSCCregulation of lipid metabolic process154/7305331/187233.00e-031.30e-02154
GO:00620128Oral cavityOSCCregulation of small molecule metabolic process155/7305334/187233.30e-031.41e-02155
GO:00513024Oral cavityOSCCregulation of cell division87/7305177/187233.75e-031.55e-0287
GO:00434062Oral cavityOSCCpositive regulation of MAP kinase activity58/7305112/187234.01e-031.64e-0258
GO:001063218Oral cavityOSCCregulation of epithelial cell migration136/7305292/187234.82e-031.92e-02136
GO:00605629Oral cavityOSCCepithelial tube morphogenesis149/7305325/187236.73e-032.50e-02149
GO:00082024Oral cavityOSCCsteroid metabolic process146/7305319/187237.78e-032.85e-02146
GO:00509204Oral cavityOSCCregulation of chemotaxis105/7305223/187238.27e-033.01e-02105
GO:00434107Oral cavityOSCCpositive regulation of MAPK cascade213/7305480/187238.71e-033.16e-02213
GO:00703716Oral cavityOSCCERK1 and ERK2 cascade150/7305330/187239.47e-033.38e-02150
GO:00508103Oral cavityOSCCregulation of steroid biosynthetic process37/730569/187239.61e-033.41e-0237
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0401014Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa0481026Oral cavityOSCCRegulation of actin cytoskeleton129/3704229/84657.14e-052.74e-041.40e-04129
hsa041516Oral cavityOSCCPI3K-Akt signaling pathway185/3704354/84656.26e-041.86e-039.49e-04185
hsa0439016Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0401518Oral cavityOSCCRap1 signaling pathway107/3704210/84652.01e-024.34e-022.21e-02107
hsa0401015Oral cavityOSCCMAPK signaling pathway165/3704302/84657.11e-052.74e-041.40e-04165
hsa04810111Oral cavityOSCCRegulation of actin cytoskeleton129/3704229/84657.14e-052.74e-041.40e-04129
hsa0415113Oral cavityOSCCPI3K-Akt signaling pathway185/3704354/84656.26e-041.86e-039.49e-04185
hsa0439017Oral cavityOSCCHippo signaling pathway86/3704157/84653.30e-038.24e-034.20e-0386
hsa0401519Oral cavityOSCCRap1 signaling pathway107/3704210/84652.01e-024.34e-022.21e-02107
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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
FGF1FGFR1FGF1_FGFR1FGFCervixCC
FGF1FGFR2FGF1_FGFR2FGFCervixCC
FGF1FGFR3FGF1_FGFR3FGFCervixCC
FGF1FGFR1FGF1_FGFR1FGFEsophagusESCC
FGF1FGFR3FGF1_FGFR3FGFEsophagusESCC
FGF1FGFR4FGF1_FGFR4FGFEsophagusESCC
FGF1FGFR1FGF1_FGFR1FGFHNSCCOSCC
FGF1FGFR2FGF1_FGFR2FGFHNSCCOSCC
FGF1FGFR3FGF1_FGFR3FGFHNSCCOSCC
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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
∗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
FGF1SNVMissense_Mutationnovelc.4N>Tp.Ala2Serp.A2SP05230protein_codingtolerated(0.25)benign(0.026)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
FGF1SNVMissense_Mutationnovelc.4N>Tp.Ala2Serp.A2SP05230protein_codingtolerated(0.25)benign(0.026)TCGA-E9-A247-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
FGF1insertionFrame_Shift_Insnovelc.53_54insTCCTGGCAp.Pro20GlyfsTer22p.P20Gfs*22P05230protein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
FGF1SNVMissense_Mutationrs758967005c.106N>Tp.His36Tyrp.H36YP05230protein_codingtolerated(1)benign(0.005)TCGA-C5-A3HL-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
FGF1SNVMissense_Mutationnovelc.288G>Tp.Glu96Aspp.E96DP05230protein_codingtolerated(1)benign(0)TCGA-AA-3850-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FGF1SNVMissense_Mutationc.298N>Cp.Phe100Leup.F100LP05230protein_codingdeleterious(0)possibly_damaging(0.535)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
FGF1SNVMissense_Mutationc.104N>Ap.Gly35Aspp.G35DP05230protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
FGF1SNVMissense_Mutationc.329N>Cp.Asn110Thrp.N110TP05230protein_codingdeleterious(0.03)possibly_damaging(0.879)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
FGF1SNVMissense_Mutationrs773671222c.204N>Tp.Glu68Aspp.E68DP05230protein_codingdeleterious(0.01)benign(0.09)TCGA-AP-A054-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinPD
FGF1SNVMissense_Mutationnovelc.61N>Tp.Gly21Trpp.G21WP05230protein_codingdeleterious(0.01)probably_damaging(0.988)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid 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
2246FGF1CLINICALLY ACTIONABLE, GROWTH FACTOR, DRUGGABLE GENOMEPENTOSAN POLYSULFATE
2246FGF1CLINICALLY ACTIONABLE, GROWTH FACTOR, DRUGGABLE GENOMEPENTOSAN POLYSULFATE
2246FGF1CLINICALLY ACTIONABLE, GROWTH FACTOR, DRUGGABLE GENOMECVBT-141H
2246FGF1CLINICALLY ACTIONABLE, GROWTH FACTOR, DRUGGABLE GENOMEinhibitorCHEMBL1615835MUPARFOSTAT
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