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: MRGBP

Gene summary for MRGBP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MRGBP

Gene ID

55257

Gene nameMRG domain binding protein
Gene AliasC20orf20
Cytomap20q13.33
Gene Typeprotein-coding
GO ID

GO:0006139

UniProtAcc

Q9NV56


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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
55257MRGBPLZE4THumanEsophagusESCC4.97e-081.60e-010.0811
55257MRGBPLZE7THumanEsophagusESCC2.08e-021.44e-010.0667
55257MRGBPLZE20THumanEsophagusESCC1.75e-071.65e-010.0662
55257MRGBPLZE24THumanEsophagusESCC6.18e-112.46e-010.0596
55257MRGBPLZE6THumanEsophagusESCC7.52e-031.39e-010.0845
55257MRGBPP1T-EHumanEsophagusESCC1.11e-021.52e-010.0875
55257MRGBPP2T-EHumanEsophagusESCC8.59e-173.53e-010.1177
55257MRGBPP4T-EHumanEsophagusESCC2.80e-163.48e-010.1323
55257MRGBPP5T-EHumanEsophagusESCC1.46e-193.95e-010.1327
55257MRGBPP8T-EHumanEsophagusESCC1.84e-068.02e-020.0889
55257MRGBPP9T-EHumanEsophagusESCC1.56e-061.43e-010.1131
55257MRGBPP10T-EHumanEsophagusESCC1.39e-172.60e-010.116
55257MRGBPP11T-EHumanEsophagusESCC1.08e-103.03e-010.1426
55257MRGBPP12T-EHumanEsophagusESCC3.18e-152.45e-010.1122
55257MRGBPP15T-EHumanEsophagusESCC3.62e-162.88e-010.1149
55257MRGBPP16T-EHumanEsophagusESCC2.74e-203.03e-010.1153
55257MRGBPP17T-EHumanEsophagusESCC3.77e-031.41e-010.1278
55257MRGBPP19T-EHumanEsophagusESCC1.75e-042.81e-010.1662
55257MRGBPP20T-EHumanEsophagusESCC7.24e-102.17e-010.1124
55257MRGBPP21T-EHumanEsophagusESCC6.32e-234.47e-010.1617
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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
∗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:001657015EsophagusESCChistone modification323/8552463/187232.61e-267.88e-24323
GO:001820514EsophagusESCCpeptidyl-lysine modification259/8552376/187233.90e-205.26e-18259
GO:001839413EsophagusESCCpeptidyl-lysine acetylation123/8552169/187236.58e-132.94e-11123
GO:004354313EsophagusESCCprotein acylation165/8552243/187231.69e-127.14e-11165
GO:000647313EsophagusESCCprotein acetylation140/8552201/187234.37e-121.69e-10140
GO:001839313EsophagusESCCinternal peptidyl-lysine acetylation114/8552158/187231.16e-114.24e-10114
GO:000647513EsophagusESCCinternal protein amino acid acetylation115/8552160/187231.43e-115.08e-10115
GO:00165735EsophagusESCChistone acetylation110/8552152/187231.95e-116.81e-10110
GO:001657021LiverHCChistone modification283/7958463/187232.68e-162.33e-14283
GO:00182052LiverHCCpeptidyl-lysine modification230/7958376/187231.51e-138.32e-12230
GO:00064732LiverHCCprotein acetylation135/7958201/187231.20e-125.92e-11135
GO:00435432LiverHCCprotein acylation157/7958243/187232.40e-121.12e-10157
GO:00183942LiverHCCpeptidyl-lysine acetylation116/7958169/187235.11e-122.23e-10116
GO:00064752LiverHCCinternal protein amino acid acetylation107/7958160/187233.77e-101.23e-08107
GO:00183932LiverHCCinternal peptidyl-lysine acetylation105/7958158/187239.48e-102.90e-08105
GO:00165732LiverHCChistone acetylation101/7958152/187231.99e-095.63e-08101
GO:00165707Oral cavityOSCChistone modification270/7305463/187231.59e-171.50e-15270
GO:00182056Oral cavityOSCCpeptidyl-lysine modification216/7305376/187232.32e-131.16e-11216
GO:00435434Oral cavityOSCCprotein acylation149/7305243/187231.33e-125.80e-11149
GO:00183944Oral cavityOSCCpeptidyl-lysine acetylation108/7305169/187234.55e-111.45e-09108
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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
MRGBPSNVMissense_Mutationnovelc.529C>Tp.Arg177Trpp.R177WQ9NV56protein_codingdeleterious(0)probably_damaging(0.94)TCGA-AC-A7VB-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MRGBPSNVMissense_Mutationc.514N>Cp.Glu172Glnp.E172QQ9NV56protein_codingdeleterious(0.04)benign(0.261)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MRGBPSNVMissense_Mutationnovelc.266N>Tp.Ala89Valp.A89VQ9NV56protein_codingtolerated(0.09)possibly_damaging(0.497)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MRGBPSNVMissense_Mutationc.403N>Ap.Asp135Asnp.D135NQ9NV56protein_codingtolerated(0.06)possibly_damaging(0.494)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MRGBPSNVMissense_Mutationrs756019296c.541N>Tp.Arg181Trpp.R181WQ9NV56protein_codingdeleterious(0.01)possibly_damaging(0.893)TCGA-CM-6162-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
MRGBPSNVMissense_Mutationc.319C>Ap.Leu107Ilep.L107IQ9NV56protein_codingdeleterious(0)probably_damaging(0.998)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
MRGBPSNVMissense_Mutationc.470C>Tp.Ser157Phep.S157FQ9NV56protein_codingdeleterious(0.01)benign(0.364)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MRGBPSNVMissense_Mutationc.322C>Ap.Pro108Thrp.P108TQ9NV56protein_codingdeleterious(0.04)probably_damaging(0.999)TCGA-DD-A4NR-01Liverliver hepatocellular carcinomaFemale>=65I/IIUnknownUnknownSD
MRGBPSNVMissense_Mutationc.602N>Tp.Arg201Leup.R201LQ9NV56protein_codingdeleterious(0)probably_damaging(0.993)TCGA-55-8085-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
MRGBPSNVMissense_Mutationnovelc.525N>Ap.Asp175Glup.D175EQ9NV56protein_codingtolerated(0.39)benign(0.03)TCGA-55-8204-01Lunglung 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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