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: RAPGEFL1

Gene summary for RAPGEFL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RAPGEFL1

Gene ID

51195

Gene nameRap guanine nucleotide exchange factor like 1
Gene AliasLink-GEFII
Cytomap17q21.1
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q9UHV5


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
51195RAPGEFL1CCI_1HumanCervixCC2.51e-045.37e-010.528
51195RAPGEFL1CCI_3HumanCervixCC1.43e-085.30e-010.516
51195RAPGEFL1TumorHumanCervixCC8.56e-052.51e-010.1241
51195RAPGEFL1sample3HumanCervixCC2.57e-112.90e-010.1387
51195RAPGEFL1T3HumanCervixCC1.79e-093.04e-010.1389
51195RAPGEFL1HTA11_347_2000001011HumanColorectumAD2.68e-115.31e-01-0.1954
51195RAPGEFL1HTA11_696_2000001011HumanColorectumAD2.08e-023.33e-01-0.1464
51195RAPGEFL1A002-C-010HumanColorectumFAP3.19e-04-2.91e-010.242
51195RAPGEFL1A001-C-207HumanColorectumFAP2.84e-03-2.45e-010.1278
51195RAPGEFL1A015-C-203HumanColorectumFAP1.03e-10-2.05e-01-0.1294
51195RAPGEFL1A002-C-201HumanColorectumFAP3.94e-06-2.40e-010.0324
51195RAPGEFL1A001-C-119HumanColorectumFAP2.17e-08-4.27e-01-0.1557
51195RAPGEFL1A001-C-108HumanColorectumFAP1.21e-10-3.35e-01-0.0272
51195RAPGEFL1A002-C-205HumanColorectumFAP1.57e-12-3.42e-01-0.1236
51195RAPGEFL1A001-C-104HumanColorectumFAP1.26e-02-2.62e-010.0184
51195RAPGEFL1A015-C-006HumanColorectumFAP4.72e-07-2.74e-02-0.0994
51195RAPGEFL1A015-C-106HumanColorectumFAP1.15e-05-2.05e-01-0.0511
51195RAPGEFL1A002-C-114HumanColorectumFAP2.85e-10-2.89e-01-0.1561
51195RAPGEFL1A015-C-104HumanColorectumFAP2.57e-14-2.82e-01-0.1899
51195RAPGEFL1A001-C-014HumanColorectumFAP2.44e-06-3.16e-010.0135
Page: 1 2 3 4 5 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
∗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
RAPGEFL1SNVMissense_Mutationnovelc.1313N>Tp.Gly438Valp.G438VQ9UHV5protein_codingdeleterious(0)probably_damaging(0.954)TCGA-UU-A93S-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
RAPGEFL1insertionNonsense_Mutationnovelc.645_646insTGTTGAAAGCCATTTTCCTp.Val216CysfsTer2p.V216Cfs*2Q9UHV5protein_codingTCGA-AN-A03Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RAPGEFL1insertionNonsense_Mutationnovelc.421_422insTATCAACACCTCCTGCCTGGTATTAGAAGTAGp.Pro141LeufsTer9p.P141Lfs*9Q9UHV5protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
RAPGEFL1SNVMissense_Mutationc.364G>Ap.Glu122Lysp.E122KQ9UHV5protein_codingtolerated(0.41)possibly_damaging(0.561)TCGA-EK-A3GJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RAPGEFL1SNVMissense_Mutationrs751331577c.502C>Tp.Arg168Cysp.R168CQ9UHV5protein_codingdeleterious(0)benign(0.203)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
RAPGEFL1SNVMissense_Mutationnovelc.203N>Ap.Cys68Tyrp.C68YQ9UHV5protein_codingdeleterious(0)possibly_damaging(0.622)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
RAPGEFL1SNVMissense_Mutationnovelc.443N>Tp.Arg148Leup.R148LQ9UHV5protein_codingtolerated(0.82)benign(0.044)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAPGEFL1SNVMissense_Mutationnovelc.1166N>Cp.Lys389Thrp.K389TQ9UHV5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RAPGEFL1SNVMissense_Mutationnovelc.1343N>Gp.Asn448Serp.N448SQ9UHV5protein_codingdeleterious(0)probably_damaging(0.995)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
RAPGEFL1SNVMissense_Mutationrs756596694c.466C>Tp.Arg156Trpp.R156WQ9UHV5protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
Page: 1 2 3 

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
Page: 1