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: RBM42

Gene summary for RBM42

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

RBM42

Gene ID

79171

Gene nameRNA binding motif protein 42
Gene AliasRBM42
Cytomap19q13.12
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q9BTD8


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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
79171RBM42LZE2THumanEsophagusESCC7.16e-044.02e-010.082
79171RBM42LZE4THumanEsophagusESCC4.02e-145.38e-010.0811
79171RBM42LZE7THumanEsophagusESCC1.33e-076.86e-010.0667
79171RBM42LZE8THumanEsophagusESCC8.49e-091.90e-010.067
79171RBM42LZE20THumanEsophagusESCC3.30e-073.20e-010.0662
79171RBM42LZE22D1HumanEsophagusHGIN3.91e-061.54e-010.0595
79171RBM42LZE22THumanEsophagusESCC4.93e-056.31e-010.068
79171RBM42LZE24THumanEsophagusESCC4.97e-299.08e-010.0596
79171RBM42LZE21THumanEsophagusESCC5.55e-045.70e-010.0655
79171RBM42LZE6THumanEsophagusESCC3.65e-073.36e-010.0845
79171RBM42P1T-EHumanEsophagusESCC1.81e-177.16e-010.0875
79171RBM42P2T-EHumanEsophagusESCC2.58e-477.85e-010.1177
79171RBM42P4T-EHumanEsophagusESCC7.10e-491.10e+000.1323
79171RBM42P5T-EHumanEsophagusESCC7.68e-318.33e-010.1327
79171RBM42P8T-EHumanEsophagusESCC1.75e-731.42e+000.0889
79171RBM42P9T-EHumanEsophagusESCC9.81e-511.18e+000.1131
79171RBM42P10T-EHumanEsophagusESCC1.22e-531.07e+000.116
79171RBM42P11T-EHumanEsophagusESCC1.78e-321.18e+000.1426
79171RBM42P12T-EHumanEsophagusESCC2.79e-531.16e+000.1122
79171RBM42P15T-EHumanEsophagusESCC1.85e-571.23e+000.1149
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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
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
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:000838026EsophagusHGINRNA splicing160/2587434/187233.74e-341.12e-30160
GO:000037520EsophagusHGINRNA splicing, via transesterification reactions115/2587324/187233.16e-233.80e-20115
GO:000037720EsophagusHGINRNA splicing, via transesterification reactions with bulged adenosine as nucleophile113/2587320/187231.24e-229.26e-20113
GO:000039820EsophagusHGINmRNA splicing, via spliceosome113/2587320/187231.24e-229.26e-20113
GO:004348427EsophagusHGINregulation of RNA splicing59/2587148/187233.61e-157.22e-1359
GO:190331120EsophagusHGINregulation of mRNA metabolic process91/2587288/187235.06e-159.78e-1391
GO:005068419EsophagusHGINregulation of mRNA processing55/2587137/187232.17e-143.94e-1255
GO:004802426EsophagusHGINregulation of mRNA splicing, via spliceosome42/2587101/187236.35e-127.78e-1042
GO:190331226EsophagusHGINnegative regulation of mRNA metabolic process29/258792/187231.01e-052.92e-0429
GO:003311926EsophagusHGINnegative regulation of RNA splicing12/258725/187234.25e-051.04e-0312
GO:005068610EsophagusHGINnegative regulation of mRNA processing12/258729/187232.48e-044.38e-0312
GO:004802510EsophagusHGINnegative regulation of mRNA splicing, via spliceosome9/258720/187237.18e-049.60e-039
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:1903311110EsophagusESCCregulation of mRNA metabolic process210/8552288/187233.25e-215.56e-19210
GO:0043484111EsophagusESCCregulation of RNA splicing116/8552148/187233.18e-162.38e-14116
GO:0050684110EsophagusESCCregulation of mRNA processing109/8552137/187233.51e-162.59e-14109
GO:0048024111EsophagusESCCregulation of mRNA splicing, via spliceosome78/8552101/187238.72e-112.66e-0978
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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
RBM42TREGLiverCirrhoticRPS4Y1,CD300C,TIMP2, etc.4.62e-02The 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.
RBM42CD8TEXPLiverCirrhoticRPS4Y1,CD300C,TIMP2, etc.1.16e-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.
RBM42CD8TEXINTLiverHCCRPS4Y1,CD300C,TIMP2, etc.1.19e-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.
RBM42TREGLiverHCCRPS4Y1,CD300C,TIMP2, etc.7.39e-02The 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.
RBM42pDCLiverNAFLDRPS4Y1,CD300C,TIMP2, etc.4.59e-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.
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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
RBM42SNVMissense_Mutationc.688G>Cp.Glu230Glnp.E230QQ9BTD8protein_codingtolerated(0.14)benign(0.143)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
RBM42SNVMissense_Mutationnovelc.1115N>Tp.Ser372Ilep.S372IQ9BTD8protein_codingdeleterious(0)benign(0.005)TCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
RBM42SNVMissense_Mutationc.1274N>Ap.Gly425Aspp.G425DQ9BTD8protein_codingdeleterious(0)benign(0.031)TCGA-EK-A2RJ-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
RBM42SNVMissense_Mutationnovelc.1015G>Ap.Glu339Lysp.E339KQ9BTD8protein_codingtolerated(0.11)possibly_damaging(0.899)TCGA-VS-A958-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
RBM42SNVMissense_Mutationc.167T>Cp.Ile56Thrp.I56TQ9BTD8protein_codingtolerated(0.12)benign(0.438)TCGA-A6-6137-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfluorouracilSD
RBM42SNVMissense_Mutationc.116C>Tp.Ala39Valp.A39VQ9BTD8protein_codingdeleterious(0)possibly_damaging(0.77)TCGA-AA-3672-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
RBM42SNVMissense_Mutationrs538251490c.433C>Tp.Arg145Trpp.R145WQ9BTD8protein_codingdeleterious(0.02)probably_damaging(0.952)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
RBM42SNVMissense_Mutationrs376033321c.535N>Ap.Gly179Serp.G179SQ9BTD8protein_codingdeleterious(0.04)possibly_damaging(0.638)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
RBM42SNVMissense_Mutationrs370094400c.1396N>Ap.Val466Metp.V466MQ9BTD8protein_codingdeleterious(0)benign(0.246)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
RBM42SNVMissense_Mutationc.529N>Tp.Ala177Serp.A177SQ9BTD8protein_codingtolerated(0.28)probably_damaging(0.935)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
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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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