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: RBM4B

Gene summary for RBM4B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBM4B

Gene ID

83759

Gene nameRNA binding motif protein 4B
Gene AliasRBM30
Cytomap11q13.2
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

E9PLB0


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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
83759RBM4BLZE2THumanEsophagusESCC2.16e-043.90e-010.082
83759RBM4BLZE4THumanEsophagusESCC1.34e-072.17e-010.0811
83759RBM4BLZE7THumanEsophagusESCC2.70e-053.26e-010.0667
83759RBM4BLZE8THumanEsophagusESCC1.84e-031.65e-010.067
83759RBM4BLZE20THumanEsophagusESCC1.37e-073.27e-010.0662
83759RBM4BLZE22THumanEsophagusESCC6.43e-042.83e-010.068
83759RBM4BLZE24THumanEsophagusESCC1.00e-154.31e-010.0596
83759RBM4BLZE6THumanEsophagusESCC4.58e-041.95e-010.0845
83759RBM4BP1T-EHumanEsophagusESCC1.18e-053.06e-010.0875
83759RBM4BP2T-EHumanEsophagusESCC1.16e-243.53e-010.1177
83759RBM4BP4T-EHumanEsophagusESCC1.51e-327.52e-010.1323
83759RBM4BP5T-EHumanEsophagusESCC1.34e-153.51e-010.1327
83759RBM4BP8T-EHumanEsophagusESCC1.08e-264.97e-010.0889
83759RBM4BP9T-EHumanEsophagusESCC2.74e-163.19e-010.1131
83759RBM4BP10T-EHumanEsophagusESCC3.18e-243.63e-010.116
83759RBM4BP11T-EHumanEsophagusESCC9.86e-196.60e-010.1426
83759RBM4BP12T-EHumanEsophagusESCC1.95e-264.95e-010.1122
83759RBM4BP15T-EHumanEsophagusESCC8.83e-133.41e-010.1149
83759RBM4BP16T-EHumanEsophagusESCC6.81e-234.35e-010.1153
83759RBM4BP17T-EHumanEsophagusESCC3.85e-052.13e-010.1278
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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
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.

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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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:0000375111EsophagusESCCRNA splicing, via transesterification reactions248/8552324/187233.05e-301.49e-27248
GO:0000377111EsophagusESCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile244/8552320/187232.52e-291.07e-26244
GO:0000398111EsophagusESCCmRNA splicing, via spliceosome244/8552320/187232.52e-291.07e-26244
GO:0006417111EsophagusESCCregulation of translation304/8552468/187231.53e-171.33e-15304
GO:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:003292215EsophagusESCCcircadian regulation of gene expression48/855268/187232.76e-052.30e-0448
GO:004851118EsophagusESCCrhythmic process164/8552298/187236.80e-043.57e-03164
GO:000762319EsophagusESCCcircadian rhythm119/8552210/187238.47e-044.36e-03119
GO:00427529EsophagusESCCregulation of circadian rhythm68/8552121/187231.27e-024.21e-0268
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:000037519Oral cavityOSCCRNA splicing, via transesterification reactions225/7305324/187235.20e-292.99e-26225
GO:000037719Oral cavityOSCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile221/7305320/187235.50e-282.18e-25221
GO:000039819Oral cavityOSCCmRNA splicing, via spliceosome221/7305320/187235.50e-282.18e-25221
GO:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:000931416Oral cavityOSCCresponse to radiation241/7305456/187239.76e-102.40e-08241
GO:004851116Oral cavityOSCCrhythmic process157/7305298/187231.00e-061.36e-05157
GO:000762316Oral cavityOSCCcircadian rhythm110/7305210/187235.40e-054.48e-04110
GO:00094164Oral cavityOSCCresponse to light stimulus159/7305320/187235.98e-054.92e-04159
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
RBM4BSNVMissense_Mutationnovelc.587C>Ap.Ala196Glup.A196EQ9BQ04protein_codingtolerated(0.05)benign(0.198)TCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RBM4BSNVMissense_Mutationnovelc.446N>Ap.Arg149Glnp.R149QQ9BQ04protein_codingdeleterious(0)benign(0.071)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RBM4BSNVMissense_Mutationnovelc.890C>Gp.Ser297Cysp.S297CQ9BQ04protein_codingdeleterious(0)possibly_damaging(0.647)TCGA-PL-A8LV-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RBM4BinsertionFrame_Shift_Insnovelc.541_542insCTAGAGCCACCTGTp.Gly181AlafsTer57p.G181Afs*57Q9BQ04protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RBM4BinsertionNonsense_Mutationnovelc.539_540insTTGAAAGAGACCCATGCTTCATAAAAGTp.Gly181Terp.G181*Q9BQ04protein_codingTCGA-A2-A0EY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RBM4BinsertionNonsense_Mutationnovelc.587_588insGATGGGTGGGAATGGTTAAAAGp.Val197MetfsTer6p.V197Mfs*6Q9BQ04protein_codingTCGA-BH-A0BM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
RBM4BSNVMissense_Mutationc.143C>Tp.Ala48Valp.A48VQ9BQ04protein_codingdeleterious(0)probably_damaging(0.976)TCGA-JX-A3Q0-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
RBM4BSNVMissense_Mutationrs12224194c.877N>Ap.Ala293Thrp.A293TQ9BQ04protein_codingtolerated(0.22)benign(0.091)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RBM4BSNVMissense_Mutationc.55N>Tp.Arg19Cysp.R19CQ9BQ04protein_codingdeleterious(0.04)benign(0.12)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
RBM4BSNVMissense_Mutationrs746480100c.704N>Tp.Ala235Valp.A235VQ9BQ04protein_codingtolerated(0.32)benign(0.085)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
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