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: RABEP1

Gene summary for RABEP1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RABEP1

Gene ID

9135

Gene namerabaptin, RAB GTPase binding effector protein 1
Gene AliasRAB5EP
Cytomap17p13.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q15276


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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
9135RABEP1GSM4909297HumanBreastIDC1.93e-02-1.79e-020.1517
9135RABEP1GSM4909298HumanBreastIDC1.85e-042.55e-010.1551
9135RABEP1GSM4909301HumanBreastIDC3.09e-135.10e-010.1577
9135RABEP1GSM4909305HumanBreastIDC3.66e-032.95e-010.0436
9135RABEP1GSM4909306HumanBreastIDC3.64e-022.43e-010.1564
9135RABEP1GSM4909307HumanBreastIDC4.46e-053.44e-010.1569
9135RABEP1GSM4909308HumanBreastIDC1.01e-185.02e-010.158
9135RABEP1GSM4909311HumanBreastIDC2.49e-07-1.33e-010.1534
9135RABEP1GSM4909319HumanBreastIDC7.52e-14-1.07e-010.1563
9135RABEP1M1HumanBreastIDC1.56e-094.82e-010.1577
9135RABEP1M5HumanBreastIDC1.99e-035.86e-010.1598
9135RABEP1P1HumanBreastIDC1.77e-062.56e-010.1527
9135RABEP1DCIS2HumanBreastDCIS3.07e-282.74e-020.0085
9135RABEP1LZE4THumanEsophagusESCC1.63e-153.65e-010.0811
9135RABEP1LZE7THumanEsophagusESCC4.17e-051.92e-010.0667
9135RABEP1LZE24THumanEsophagusESCC1.58e-144.48e-010.0596
9135RABEP1LZE21THumanEsophagusESCC3.34e-022.52e-010.0655
9135RABEP1P1T-EHumanEsophagusESCC1.45e-062.90e-010.0875
9135RABEP1P2T-EHumanEsophagusESCC2.42e-204.46e-010.1177
9135RABEP1P4T-EHumanEsophagusESCC1.63e-388.11e-010.1323
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:199077819EsophagusESCCprotein localization to cell periphery217/8552333/187234.08e-131.88e-11217
GO:000689215EsophagusESCCpost-Golgi vesicle-mediated transport82/8552104/187234.00e-121.55e-1082
GO:009887615EsophagusESCCvesicle-mediated transport to the plasma membrane99/8552136/187231.13e-103.39e-0999
GO:000689315EsophagusESCCGolgi to plasma membrane transport48/855260/187235.11e-089.16e-0748
GO:00610254EsophagusESCCmembrane fusion98/8552163/187231.39e-049.41e-0498
GO:00481936LiverNAFLDGolgi vesicle transport66/1882296/187233.66e-109.30e-0866
GO:00068925LiverNAFLDpost-Golgi vesicle-mediated transport31/1882104/187231.70e-082.03e-0631
GO:00068934LiverNAFLDGolgi to plasma membrane transport19/188260/187233.60e-061.42e-0419
GO:00988765LiverNAFLDvesicle-mediated transport to the plasma membrane30/1882136/187232.76e-057.39e-0430
GO:19907786LiverNAFLDprotein localization to cell periphery56/1882333/187238.29e-051.69e-0356
GO:004819321LiverHCCGolgi vesicle transport217/7958296/187232.58e-271.02e-24217
GO:199077821LiverHCCprotein localization to cell periphery200/7958333/187236.07e-112.23e-09200
GO:000689221LiverHCCpost-Golgi vesicle-mediated transport77/7958104/187236.14e-112.24e-0977
GO:009887621LiverHCCvesicle-mediated transport to the plasma membrane92/7958136/187232.57e-097.07e-0892
GO:000689321LiverHCCGolgi to plasma membrane transport44/795860/187231.24e-061.81e-0544
GO:0061025LiverHCCmembrane fusion88/7958163/187231.98e-031.00e-0288
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:199077816Oral cavityOSCCprotein localization to cell periphery190/7305333/187231.46e-115.13e-10190
GO:00068929Oral cavityOSCCpost-Golgi vesicle-mediated transport71/7305104/187231.37e-093.33e-0871
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414437EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa0414422LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414432LiverHCCEndocytosis178/4020251/84652.03e-145.22e-132.91e-13178
hsa0414427Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa04144112Oral cavityOSCCEndocytosis174/3704251/84659.42e-174.51e-152.29e-15174
hsa0414442Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0414452Oral cavityEOLPEndocytosis71/1218251/84655.28e-098.97e-085.29e-0871
hsa0414461Oral cavityNEOLPEndocytosis62/1112251/84653.56e-074.92e-063.09e-0662
hsa0414471Oral cavityNEOLPEndocytosis62/1112251/84653.56e-074.92e-063.09e-0662
hsa0414425ProstateBPHEndocytosis89/1718251/84651.06e-081.29e-077.99e-0889
hsa04144111ProstateBPHEndocytosis89/1718251/84651.06e-081.29e-077.99e-0889
hsa0414426ProstateTumorEndocytosis92/1791251/84657.83e-091.04e-076.43e-0892
hsa0414435ProstateTumorEndocytosis92/1791251/84657.83e-091.04e-076.43e-0892
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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
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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
RABEP1SNVMissense_Mutationc.2578N>Gp.Pro860Alap.P860AQ15276protein_codingdeleterious_low_confidence(0)probably_damaging(0.991)TCGA-A2-A259-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
RABEP1SNVMissense_Mutationnovelc.1346N>Ap.Ser449Tyrp.S449YQ15276protein_codingdeleterious(0.03)possibly_damaging(0.453)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RABEP1SNVMissense_Mutationrs773135833c.376N>Tp.Arg126Cysp.R126CQ15276protein_codingtolerated(0.21)benign(0.017)TCGA-AO-A03R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RABEP1insertionFrame_Shift_Insnovelc.2451_2452insGAAAATGTp.Gln818GlufsTer8p.Q818Efs*8Q15276protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RABEP1insertionNonsense_Mutationnovelc.2452_2453insATTCCATTTGACTGATGTATCAAATCCTAp.Gln818HisfsTer4p.Q818Hfs*4Q15276protein_codingTCGA-A7-A0CG-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RABEP1deletionIn_Frame_Delc.2253_2261delNNNNNNNNNp.Val753_Lys755delp.V753_K755delQ15276protein_codingTCGA-AR-A0TS-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
RABEP1deletionFrame_Shift_Delnovelc.1951delAp.Ser651ValfsTer32p.S651Vfs*32Q15276protein_codingTCGA-UL-AAZ6-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyherceptinSD
RABEP1SNVMissense_Mutationrs375323638c.1063N>Ap.Glu355Lysp.E355KQ15276protein_codingtolerated(0.17)benign(0.058)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RABEP1SNVMissense_Mutationnovelc.2299C>Gp.Gln767Glup.Q767EQ15276protein_codingtolerated(0.92)benign(0.003)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RABEP1SNVMissense_Mutationc.1060C>Gp.Gln354Glup.Q354EQ15276protein_codingtolerated(0.6)benign(0.001)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
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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
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORlithiumLITHIUM28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORamisulprideAMISULPRIDE28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORvalproic acid28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORrisperidoneRISPERIDONE28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORolanzapineOLANZAPINE28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORmirtazapineMIRTAZAPINE28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORclozapineCLOZAPINE28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORaripiprazoleARIPIPRAZOLE28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORquetiapineQUETIAPINE28694205
9135RABEP1CLINICALLY ACTIONABLE, GROWTH FACTORpaliperidonePALIPERIDONE28694205
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