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: RBP4

Gene summary for RBP4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBP4

Gene ID

5950

Gene nameretinol binding protein 4
Gene AliasMCOPCB10
Cytomap10q23.33
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P02753


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
5950RBP4Pt13.aHumanLiverHCC3.15e-476.94e-010.021
5950RBP4Pt13.bHumanLiverHCC3.48e-425.75e-010.0251
5950RBP4Pt13.cHumanLiverHCC8.45e-043.96e-010.0076
5950RBP4Pt14.bHumanLiverHCC3.62e-075.82e-010.018
5950RBP4S014HumanLiverHCC2.38e-042.34e+000.2254
5950RBP4S015HumanLiverHCC2.03e-021.89e+000.2375
5950RBP4S016HumanLiverHCC2.66e-038.37e-010.2243
5950RBP4S027HumanLiverHCC1.60e-022.05e+000.2446
5950RBP4S028HumanLiverHCC9.49e-032.27e+000.2503
5950RBP4S029HumanLiverHCC2.24e-294.21e+000.2581
5950RBP4HTA12-15-2HumanPancreasPDAC1.57e-191.54e+000.2315
5950RBP4HTA12-18-3HumanPancreasPDAC1.01e-028.75e-010.0716
5950RBP4HTA12-23-1HumanPancreasPDAC7.65e-069.80e-010.3405
5950RBP4HTA12-25-1HumanPancreasPDAC4.11e-121.04e+000.313
5950RBP4HTA12-26-1HumanPancreasPDAC1.40e-241.15e+000.3728
5950RBP4HTA12-29-1HumanPancreasPDAC6.95e-591.35e+000.3722
5950RBP4HTA12-9-1HumanPancreasPDAC2.24e-058.91e-010.1532
5950RBP4HTA12-9-2HumanPancreasPDAC2.31e-109.68e-010.0835
5950RBP4HTA12-9-3HumanPancreasPDAC3.15e-171.61e+000.2045
Page: 1 2 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:1904951111EsophagusESCCpositive regulation of establishment of protein localization216/8552319/187231.01e-156.86e-14216
GO:0051222111EsophagusESCCpositive regulation of protein transport204/8552303/187231.56e-148.38e-13204
GO:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:00193189EsophagusESCChexose metabolic process147/8552237/187232.63e-073.94e-06147
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00303239EsophagusESCCrespiratory tube development112/8552181/187237.82e-067.69e-05112
GO:00459267EsophagusESCCnegative regulation of growth148/8552249/187237.88e-067.73e-05148
GO:00605417EsophagusESCCrespiratory system development123/8552203/187231.26e-051.15e-04123
GO:00303249EsophagusESCClung development109/8552177/187231.40e-051.27e-04109
GO:00060069EsophagusESCCglucose metabolic process119/8552196/187231.51e-051.36e-04119
GO:00160514EsophagusESCCcarbohydrate biosynthetic process117/8552202/187232.96e-041.79e-03117
GO:00485687EsophagusESCCembryonic organ development228/8552427/187237.28e-043.79e-03228
GO:00463643EsophagusESCCmonosaccharide biosynthetic process52/855282/187239.03e-044.61e-0352
GO:00193193EsophagusESCChexose biosynthetic process49/855278/187231.69e-037.81e-0349
GO:0097305111EsophagusESCCresponse to alcohol138/8552253/187232.70e-031.14e-02138
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:006053716EsophagusESCCmuscle tissue development211/8552403/187233.84e-031.56e-02211
Page: 1 2 3 4 5 6 

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
RBP4SNVMissense_Mutationrs766365350c.467N>Tp.Ser156Phep.S156FP02753protein_codingdeleterious(0)probably_damaging(0.969)TCGA-D8-A1JL-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RBP4insertionFrame_Shift_Insnovelc.284_285insTATCAGGATTTCATTTGGAGGGCGAAAAAGTACTGCCAp.Thr96IlefsTer24p.T96Ifs*24P02753protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
RBP4SNVMissense_Mutationrs747468011c.416G>Ap.Arg139Hisp.R139HP02753protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RBP4SNVMissense_Mutationc.265N>Ap.Ala89Thrp.A89TP02753protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-2675-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RBP4SNVMissense_Mutationc.265N>Ap.Ala89Thrp.A89TP02753protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RBP4SNVMissense_Mutationc.71N>Cp.Val24Alap.V24AP02753protein_codingdeleterious(0)probably_damaging(0.998)TCGA-DM-A1HB-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
RBP4SNVMissense_Mutationrs189196082c.487C>Tp.Pro163Serp.P163SP02753protein_codingtolerated(0.53)benign(0.001)TCGA-BG-A222-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RBP4SNVMissense_Mutationnovelc.599T>Cp.Leu200Prop.L200PP02753protein_codingdeleterious_low_confidence(0.04)benign(0.135)TCGA-BS-A0UV-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
RBP4SNVMissense_Mutationc.323A>Gp.Tyr108Cysp.Y108CP02753protein_codingdeleterious(0)probably_damaging(1)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
RBP4SNVMissense_Mutationnovelc.151G>Ap.Glu51Lysp.E51KP02753protein_codingdeleterious(0.03)possibly_damaging(0.766)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 

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
5950RBP4DRUGGABLE GENOMEUS8853215, 3
5950RBP4DRUGGABLE GENOMEUS8586571, 36
5950RBP4DRUGGABLE GENOMEFENRETINIDEFENRETINIDE16034410
5950RBP4DRUGGABLE GENOMEUS9434727, 120
5950RBP4DRUGGABLE GENOMEFENRETINIDEFENRETINIDE21591606
5950RBP4DRUGGABLE GENOMEA1-10436
5950RBP4DRUGGABLE GENOMEUS9434727, 63
5950RBP4DRUGGABLE GENOMEUS9434727, 40
5950RBP4DRUGGABLE GENOMEUS8586571, 12
5950RBP4DRUGGABLE GENOMEA1-10438
Page: 1 2