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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: FGFR1

Gene summary for FGFR1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

FGFR1

Gene ID

2260

Gene namefibroblast growth factor receptor 1
Gene AliasBFGFR
Cytomap8p11.23
Gene Typeprotein-coding
GO ID

GO:0000165

UniProtAcc

A0A0S2Z3Q6


Top

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
2260FGFR1GSM4909285HumanBreastIDC1.53e-02-2.04e-010.21
2260FGFR1GSM4909286HumanBreastIDC3.09e-021.03e-010.1081
2260FGFR1GSM4909290HumanBreastIDC6.87e-03-2.37e-010.2096
2260FGFR1GSM4909293HumanBreastIDC8.12e-05-2.23e-010.1581
2260FGFR1GSM4909296HumanBreastIDC1.88e-09-2.55e-010.1524
2260FGFR1GSM4909297HumanBreastIDC6.43e-135.19e-010.1517
2260FGFR1GSM4909311HumanBreastIDC3.45e-10-2.51e-010.1534
2260FGFR1GSM4909312HumanBreastIDC7.27e-12-2.63e-010.1552
2260FGFR1GSM4909315HumanBreastIDC1.71e-05-2.42e-010.21
2260FGFR1GSM4909319HumanBreastIDC1.69e-10-2.58e-010.1563
2260FGFR1GSM4909320HumanBreastIDC2.26e-02-2.63e-010.1575
2260FGFR1GSM4909321HumanBreastIDC3.57e-08-2.54e-010.1559
2260FGFR1ctrl6HumanBreastPrecancer1.20e-075.06e-01-0.0061
2260FGFR1brca10HumanBreastPrecancer3.65e-023.24e-01-0.0029
2260FGFR1NCCBC5HumanBreastDCIS1.72e-02-2.14e-010.2046
2260FGFR1P1HumanBreastIDC4.06e-04-2.21e-010.1527
2260FGFR1DCIS2HumanBreastDCIS8.89e-24-7.00e-020.0085
2260FGFR1AEH-subject3HumanEndometriumAEH3.78e-042.96e-01-0.2576
2260FGFR1AEH-subject5HumanEndometriumAEH2.43e-237.20e-01-0.2953
2260FGFR1EEC-subject1HumanEndometriumEEC1.80e-125.07e-01-0.2682
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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
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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:20012339BreastPrecancerregulation of apoptotic signaling pathway65/1080356/187237.70e-173.17e-1465
GO:00603266BreastPrecancercell chemotaxis41/1080310/187235.99e-072.55e-0541
GO:20012369BreastPrecancerregulation of extrinsic apoptotic signaling pathway24/1080151/187235.78e-061.70e-0424
GO:00971919BreastPrecancerextrinsic apoptotic signaling pathway30/1080219/187239.42e-062.50e-0430
GO:00106348BreastPrecancerpositive regulation of epithelial cell migration25/1080176/187232.75e-056.21e-0425
GO:00321034BreastPrecancerpositive regulation of response to external stimulus46/1080427/187233.41e-057.40e-0446
GO:00106319BreastPrecancerepithelial cell migration40/1080357/187234.57e-059.71e-0440
GO:00901329BreastPrecancerepithelium migration40/1080360/187235.51e-051.14e-0340
GO:00506736BreastPrecancerepithelial cell proliferation46/1080437/187236.02e-051.23e-0346
GO:00435426BreastPrecancerendothelial cell migration33/1080279/187237.28e-051.44e-0333
GO:00901309BreastPrecancertissue migration40/1080365/187237.48e-051.47e-0340
GO:00105953BreastPrecancerpositive regulation of endothelial cell migration20/1080133/187237.59e-051.48e-0320
GO:00106329BreastPrecancerregulation of epithelial cell migration33/1080292/187231.74e-042.86e-0333
GO:00506786BreastPrecancerregulation of epithelial cell proliferation40/1080381/187231.88e-043.03e-0340
GO:00016678BreastPrecancerameboidal-type cell migration47/1080475/187232.19e-043.35e-0347
GO:00105943BreastPrecancerregulation of endothelial cell migration27/1080232/187234.12e-045.55e-0327
GO:00506793BreastPrecancerpositive regulation of epithelial cell proliferation24/1080207/187238.88e-041.02e-0224
GO:00018373BreastPrecancerepithelial to mesenchymal transition19/1080157/187231.78e-031.75e-0219
GO:0035767BreastPrecancerendothelial cell chemotaxis7/108032/187231.97e-031.89e-027
GO:00434912BreastPrecancerprotein kinase B signaling23/1080211/187232.53e-032.30e-0223
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0471418BreastPrecancerThermogenesis68/684232/84654.40e-221.26e-209.69e-2168
hsa0520514BreastPrecancerProteoglycans in cancer30/684205/84651.00e-037.18e-035.50e-0330
hsa0452018BreastPrecancerAdherens junction17/68493/84651.11e-037.57e-035.80e-0317
hsa052309BreastPrecancerCentral carbon metabolism in cancer13/68470/84653.57e-032.17e-021.66e-0213
hsa0471419BreastPrecancerThermogenesis68/684232/84654.40e-221.26e-209.69e-2168
hsa0520515BreastPrecancerProteoglycans in cancer30/684205/84651.00e-037.18e-035.50e-0330
hsa0452019BreastPrecancerAdherens junction17/68493/84651.11e-037.57e-035.80e-0317
hsa0523012BreastPrecancerCentral carbon metabolism in cancer13/68470/84653.57e-032.17e-021.66e-0213
hsa0471424BreastIDCThermogenesis75/867232/84658.41e-213.04e-192.27e-1975
hsa0520523BreastIDCProteoglycans in cancer42/867205/84657.69e-069.99e-057.48e-0542
hsa0481014BreastIDCRegulation of actin cytoskeleton36/867229/84655.79e-033.13e-022.34e-0236
hsa0471434BreastIDCThermogenesis75/867232/84658.41e-213.04e-192.27e-1975
hsa0520533BreastIDCProteoglycans in cancer42/867205/84657.69e-069.99e-057.48e-0542
hsa0481015BreastIDCRegulation of actin cytoskeleton36/867229/84655.79e-033.13e-022.34e-0236
hsa0471443BreastDCISThermogenesis74/846232/84658.72e-213.13e-192.30e-1974
hsa0520542BreastDCISProteoglycans in cancer39/846205/84655.36e-055.58e-044.11e-0439
hsa0481023BreastDCISRegulation of actin cytoskeleton35/846229/84656.89e-033.37e-022.48e-0235
hsa0452024BreastDCISAdherens junction17/84693/84659.95e-034.40e-023.24e-0217
hsa0471453BreastDCISThermogenesis74/846232/84658.72e-213.13e-192.30e-1974
hsa0520552BreastDCISProteoglycans in cancer39/846205/84655.36e-055.58e-044.11e-0439
Page: 1 2 3 4 5 6 7 

Top

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
FGF7FGFR1FGF7_FGFR1FGFBreastADJ
FGF2FGFR1FGF2_FGFR1FGFBreastDCIS
FGF7FGFR1FGF7_FGFR1FGFBreastDCIS
FGF2FGFR1FGF2_FGFR1FGFBreastHealthy
FGF7FGFR1FGF7_FGFR1FGFBreastHealthy
FGF7FGFR1FGF7_FGFR1FGFBreastIDC
FGF7FGFR1FGF7_FGFR1FGFBreastPrecancer
FGF7FGFR1FGF7_FGFR1FGFCervixADJ
NCAM1FGFR1NCAM1_FGFR1NCAMCervixADJ
FGF1FGFR1FGF1_FGFR1FGFCervixCC
FGF7FGFR1FGF7_FGFR1FGFCervixCC
NCAM1FGFR1NCAM1_FGFR1NCAMCervixHealthy
FGF7FGFR1FGF7_FGFR1FGFCervixHealthy
FGF2FGFR1FGF2_FGFR1FGFCervixPrecancer
FGF7FGFR1FGF7_FGFR1FGFCervixPrecancer
NCAM1FGFR1NCAM1_FGFR1NCAMCervixPrecancer
FGF9FGFR1FGF9_FGFR1FGFCRCAD
NCAM1FGFR1NCAM1_FGFR1NCAMCRCADJ
FGF2FGFR1FGF2_FGFR1FGFCRCADJ
FGF7FGFR1FGF7_FGFR1FGFCRCCRC
Page: 1 

Top

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.
Page: 1 

Top

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
FGFR1SNVMissense_Mutationc.684N>Gp.Phe228Leup.F228LP11362protein_codingtolerated(0.1)benign(0.185)TCGA-3C-AALJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
FGFR1SNVMissense_Mutationnovelc.2500N>Ap.Glu834Lysp.E834KP11362protein_codingtolerated(0.66)benign(0.356)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
FGFR1SNVMissense_Mutationnovelc.1205N>Tp.Ser402Leup.S402LP11362protein_codingdeleterious(0.03)probably_damaging(0.921)TCGA-BH-A0H5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
FGFR1SNVMissense_Mutationc.409N>Cp.Ser137Argp.S137RP11362protein_codingtolerated(0.67)benign(0.015)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
FGFR1insertionFrame_Shift_Insnovelc.1977_1978insAGp.Val660ArgfsTer4p.V660Rfs*4P11362protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
FGFR1insertionNonsense_Mutationnovelc.1975_1976insTCTACACCCACCAGAGTGATGTGTGAGTTTGTAp.Arg658_Asn659insIleTyrThrHisGlnSerAspValTerValCysp.R658_N659insIYTHQSDV*VCP11362protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
FGFR1insertionFrame_Shift_Insnovelc.2217_2218insAAAAGAAAAAAAAGGAAAATp.Leu740LysfsTer12p.L740Kfs*12P11362protein_codingTCGA-A7-A0CE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
FGFR1SNVMissense_Mutationnovelc.278N>Gp.Asp93Glyp.D93GP11362protein_codingtolerated(0.54)benign(0.16)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
FGFR1SNVMissense_Mutationnovelc.2359N>Tp.Arg787Cysp.R787CP11362protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
FGFR1insertionFrame_Shift_Insnovelc.2338_2339insGGGAAp.Gln780ArgfsTer14p.Q780Rfs*14P11362protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
Page: 1 2 3 4 5 6 7 8 9 

Top

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
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMENGM313
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMELucitanibLUCITANIB27126994
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEinhibitor354702240PEMIGATINIB
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMECrizotinibCRIZOTINIB28476735
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMECENISERTIBCENISERTIB
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEFGF/VEGF RECEPTOR TYROSINE KINASE INHIBITOR, PD17307427535980
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEAZD4547
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEinhibitorCHEMBL52885ENMD-981693
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEAST-487AST-487
2260FGFR1KINASE, DRUG RESISTANCE, TYROSINE KINASE, CLINICALLY ACTIONABLE, DRUGGABLE GENOMEinhibitorBGJ398INFIGRATINIB
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19