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: RBBP5

Gene summary for RBBP5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBBP5

Gene ID

5929

Gene nameRB binding protein 5, histone lysine methyltransferase complex subunit
Gene AliasRBQ3
Cytomap1q32.1
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

Q15291


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
5929RBBP5LZE2THumanEsophagusESCC6.68e-055.16e-010.082
5929RBBP5LZE4THumanEsophagusESCC1.54e-113.52e-010.0811
5929RBBP5LZE7THumanEsophagusESCC4.33e-124.89e-010.0667
5929RBBP5LZE20THumanEsophagusESCC8.61e-071.18e-010.0662
5929RBBP5LZE22THumanEsophagusESCC3.30e-031.76e-010.068
5929RBBP5LZE24THumanEsophagusESCC6.73e-153.45e-010.0596
5929RBBP5LZE6THumanEsophagusESCC1.71e-029.32e-020.0845
5929RBBP5P1T-EHumanEsophagusESCC4.17e-133.69e-010.0875
5929RBBP5P2T-EHumanEsophagusESCC3.87e-213.68e-010.1177
5929RBBP5P4T-EHumanEsophagusESCC4.43e-173.80e-010.1323
5929RBBP5P5T-EHumanEsophagusESCC1.00e-132.65e-010.1327
5929RBBP5P8T-EHumanEsophagusESCC2.27e-091.69e-010.0889
5929RBBP5P9T-EHumanEsophagusESCC7.41e-101.94e-010.1131
5929RBBP5P10T-EHumanEsophagusESCC5.03e-233.64e-010.116
5929RBBP5P11T-EHumanEsophagusESCC1.70e-102.76e-010.1426
5929RBBP5P12T-EHumanEsophagusESCC7.54e-142.31e-010.1122
5929RBBP5P15T-EHumanEsophagusESCC6.68e-224.07e-010.1149
5929RBBP5P16T-EHumanEsophagusESCC3.01e-234.27e-010.1153
5929RBBP5P17T-EHumanEsophagusESCC1.36e-042.38e-010.1278
5929RBBP5P20T-EHumanEsophagusESCC2.99e-122.68e-010.1124
Page: 1 2 3 4 

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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:00434143EsophagusESCCmacromolecule methylation199/8552316/187233.44e-109.57e-09199
GO:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:000647914EsophagusESCCprotein methylation115/8552181/187239.07e-071.16e-05115
GO:000821314EsophagusESCCprotein alkylation115/8552181/187239.07e-071.16e-05115
GO:00165718EsophagusESCChistone methylation89/8552141/187232.17e-051.87e-0489
GO:003496814EsophagusESCChistone lysine methylation72/8552115/187231.85e-041.18e-0372
GO:001802214EsophagusESCCpeptidyl-lysine methylation79/8552131/187235.17e-042.86e-0379
GO:00436275EsophagusESCCresponse to estrogen45/855275/187238.75e-033.08e-0245
GO:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00434141LiverHCCmacromolecule methylation183/7958316/187232.00e-084.72e-07183
GO:0032259LiverHCCmethylation206/7958364/187233.35e-087.53e-07206
GO:00064792LiverHCCprotein methylation111/7958181/187232.36e-074.18e-06111
GO:00082132LiverHCCprotein alkylation111/7958181/187232.36e-074.18e-06111
GO:00165712LiverHCChistone methylation88/7958141/187231.41e-062.02e-0588
GO:00349681LiverHCChistone lysine methylation70/7958115/187235.32e-055.04e-0470
GO:00180221LiverHCCpeptidyl-lysine methylation74/7958131/187238.46e-045.06e-0374
GO:0051568LiverHCChistone H3-K4 methylation36/795859/187233.15e-031.46e-0236
Page: 1 2 

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
RBBP5BMEMEndometriumHealthyPRPF4,KBTBD3,VGLL4, etc.1.52e-01The 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.
∗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
RBBP5SNVMissense_Mutationc.487N>Ap.Gly163Argp.G163RQ15291protein_codingdeleterious(0)probably_damaging(0.916)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
RBBP5SNVMissense_Mutationc.503C>Tp.Thr168Metp.T168MQ15291protein_codingdeleterious(0.01)possibly_damaging(0.694)TCGA-AO-A1KP-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
RBBP5insertionNonsense_Mutationnovelc.1316_1317insAAGTGAAGCTTGGTGAGGGTAACCCTGAGCTTGGGACTTTTGGp.Ser441GlufsTer4p.S441Efs*4Q15291protein_codingTCGA-AO-A03T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RBBP5insertionFrame_Shift_Insnovelc.704_705insTAAGTATTCTATTTTACTTGCTTCGAAACTAGTTp.Arg235SerfsTer17p.R235Sfs*17Q15291protein_codingTCGA-BH-A0AY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapySD
RBBP5SNVMissense_Mutationc.503C>Tp.Thr168Metp.T168MQ15291protein_codingdeleterious(0.01)possibly_damaging(0.694)TCGA-VS-A9V3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
RBBP5SNVMissense_Mutationc.295G>Ap.Asp99Asnp.D99NQ15291protein_codingtolerated(0.07)benign(0.32)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
RBBP5SNVMissense_Mutationc.1240N>Cp.Asn414Hisp.N414HQ15291protein_codingtolerated(0.12)possibly_damaging(0.598)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
RBBP5SNVMissense_Mutationnovelc.140G>Ap.Arg47Glnp.R47QQ15291protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
RBBP5SNVMissense_Mutationnovelc.1558N>Tp.Val520Leup.V520LQ15291protein_codingtolerated_low_confidence(0.06)benign(0.003)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
RBBP5SNVMissense_Mutationnovelc.739G>Ap.Asp247Asnp.D247NQ15291protein_codingdeleterious(0)probably_damaging(1)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 

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