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: GFRA1

Gene summary for GFRA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GFRA1

Gene ID

2674

Gene nameGDNF family receptor alpha 1
Gene AliasGDNFR
Cytomap10q25.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

P56159


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
2674GFRA1GSM4909293HumanBreastIDC3.31e-577.53e-010.1581
2674GFRA1GSM4909299HumanBreastIDC5.23e-061.88e-010.035
2674GFRA1GSM4909300HumanBreastIDC1.98e-032.71e-010.0334
2674GFRA1GSM4909301HumanBreastIDC5.11e-438.33e-010.1577
2674GFRA1GSM4909302HumanBreastIDC4.79e-164.62e-010.1545
2674GFRA1GSM4909304HumanBreastIDC9.24e-082.67e-010.1636
2674GFRA1GSM4909305HumanBreastIDC1.39e-113.47e-010.0436
2674GFRA1GSM4909306HumanBreastIDC8.00e-153.90e-010.1564
2674GFRA1GSM4909307HumanBreastIDC3.50e-113.11e-010.1569
2674GFRA1GSM4909308HumanBreastIDC2.06e-194.12e-010.158
2674GFRA1GSM4909311HumanBreastIDC1.20e-156.05e-010.1534
2674GFRA1GSM4909312HumanBreastIDC5.38e-561.11e+000.1552
2674GFRA1GSM4909313HumanBreastIDC1.53e-021.89e-010.0391
2674GFRA1GSM4909321HumanBreastIDC5.26e-216.58e-010.1559
2674GFRA1M1HumanBreastIDC2.47e-388.45e-010.1577
2674GFRA1NCCBC2HumanBreastDCIS9.92e-056.21e-010.1554
2674GFRA1P1HumanBreastIDC5.45e-033.07e-010.1527
2674GFRA1P3HumanBreastIDC3.08e-147.63e-010.1542
2674GFRA1DCIS2HumanBreastDCIS6.73e-443.44e-010.0085
2674GFRA1P10T-EHumanEsophagusESCC2.01e-041.34e-010.116
Page: 1 2 

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
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
∗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
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

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
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
GFRA1SNVMissense_Mutationnovelc.641N>Tp.Cys214Phep.C214FP56159protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
GFRA1SNVMissense_Mutationnovelc.257N>Cp.Asn86Thrp.N86TP56159protein_codingdeleterious(0.01)possibly_damaging(0.491)TCGA-AN-A0G0-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GFRA1SNVMissense_Mutationnovelc.1090N>Cp.Thr364Prop.T364PP56159protein_codingtolerated(0.24)benign(0.012)TCGA-BH-A0DG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
GFRA1SNVMissense_Mutationc.1049N>Gp.Asp350Glyp.D350GP56159protein_codingdeleterious(0.01)probably_damaging(0.951)TCGA-D8-A147-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
GFRA1insertionFrame_Shift_Insnovelc.607_608insCTGCTTCGGCTGCCAAGCTCCCp.Val203AlafsTer41p.V203Afs*41P56159protein_codingTCGA-AN-A0FS-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
GFRA1insertionNonsense_Mutationnovelc.1126_1127insTGGTGACCACATGGTAGCTTGp.Lys376delinsMetValThrThrTrpTerLeuGlup.K376delinsMVTTW*LEP56159protein_codingTCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
GFRA1SNVMissense_Mutationnovelc.1372C>Ap.Leu458Ilep.L458IP56159protein_codingtolerated(0.3)benign(0.027)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
GFRA1SNVMissense_Mutationrs775065355c.6N>Gp.Phe2Leup.F2LP56159protein_codingtolerated(0.89)benign(0.01)TCGA-C5-A7UC-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GFRA1SNVMissense_Mutationc.715N>Ap.Glu239Lysp.E239KP56159protein_codingtolerated(0.09)benign(0.083)TCGA-EX-A1H6-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
GFRA1deletionFrame_Shift_Delnovelc.1261delNp.Glu421LysfsTer11p.E421Kfs*11P56159protein_codingTCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
Page: 1 2 3 4 5 6 7 8 9 10 

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
2674GFRA1KINASE, EXTERNAL SIDE OF PLASMA MEMBRANE178101552
2674GFRA1KINASE, EXTERNAL SIDE OF PLASMA MEMBRANEPYM50028
2674GFRA1KINASE, EXTERNAL SIDE OF PLASMA MEMBRANEANTISENSE OLIGONUCLEOTIDES11079571
Page: 1