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:003297017EndometriumEECregulation of actin filament-based process89/2168397/187234.76e-104.76e-0889
GO:000716315EndometriumEECestablishment or maintenance of cell polarity56/2168218/187235.41e-093.57e-0756
GO:190290317EndometriumEECregulation of supramolecular fiber organization82/2168383/187232.11e-081.25e-0682
GO:006156412EndometriumEECaxon development93/2168467/187239.60e-084.69e-0693
GO:007265915EndometriumEECprotein localization to plasma membrane64/2168284/187231.05e-075.05e-0664
GO:001604915EndometriumEECcell growth95/2168482/187231.16e-075.54e-0695
GO:003253516EndometriumEECregulation of cellular component size79/2168383/187231.98e-078.93e-0679
GO:006056013EndometriumEECdevelopmental growth involved in morphogenesis54/2168234/187234.60e-071.78e-0554
GO:199077814EndometriumEECprotein localization to cell periphery69/2168333/187239.71e-073.31e-0569
GO:000740912EndometriumEECaxonogenesis82/2168418/187231.03e-063.49e-0582
GO:005125817EndometriumEECprotein polymerization63/2168297/187231.24e-064.07e-0563
GO:003001014EndometriumEECestablishment of cell polarity36/2168143/187234.57e-061.15e-0436
GO:190290415EndometriumEECnegative regulation of supramolecular fiber organization40/2168167/187235.23e-061.28e-0440
GO:003432914EndometriumEECcell junction assembly79/2168420/187238.37e-061.85e-0479
GO:002241116EndometriumEECcellular component disassembly82/2168443/187231.06e-052.26e-0482
GO:000155814EndometriumEECregulation of cell growth77/2168414/187231.64e-053.16e-0477
GO:009890113EndometriumEECregulation of cardiac muscle cell action potential12/216827/187231.84e-053.43e-0412
GO:004858813EndometriumEECdevelopmental cell growth49/2168234/187232.59e-054.56e-0449
GO:003298412EndometriumEECprotein-containing complex disassembly47/2168224/187233.56e-055.99e-0447
GO:003004814EndometriumEECactin filament-based movement31/2168127/187233.90e-056.56e-0431
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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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