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: MBNL3

Gene summary for MBNL3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MBNL3

Gene ID

55796

Gene namemuscleblind like splicing regulator 3
Gene AliasCHCR
CytomapXq26.2
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q9NUK0


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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
55796MBNL3NAFLD1HumanLiverNAFLD2.56e-044.49e-01-0.04
55796MBNL3S42HumanLiverHCC1.19e-025.64e-01-0.0103
55796MBNL3S44HumanLiverHCC2.67e-026.08e-01-0.0083
55796MBNL3HCC1_MengHumanLiverHCC4.79e-601.90e-010.0246
55796MBNL3HCC2_MengHumanLiverHCC1.12e-322.51e-010.0107
55796MBNL3HCC1HumanLiverHCC2.63e-215.64e+000.5336
55796MBNL3HCC2HumanLiverHCC5.10e-113.77e+000.5341
55796MBNL3Pt14.aHumanLiverHCC9.10e-033.72e-010.0169
55796MBNL3S014HumanLiverHCC3.02e-351.52e+000.2254
55796MBNL3S015HumanLiverHCC2.92e-261.59e+000.2375
55796MBNL3S016HumanLiverHCC3.83e-321.32e+000.2243
55796MBNL3S028HumanLiverHCC6.07e-074.13e-010.2503
55796MBNL3S029HumanLiverHCC4.95e-053.95e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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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:19033116LiverNAFLDregulation of mRNA metabolic process66/1882288/187231.06e-102.96e-0866
GO:00434847LiverNAFLDregulation of RNA splicing35/1882148/187231.14e-065.55e-0535
GO:00506846LiverNAFLDregulation of mRNA processing33/1882137/187231.47e-066.73e-0533
GO:00480247LiverNAFLDregulation of mRNA splicing, via spliceosome26/1882101/187235.10e-061.89e-0426
GO:00083807LiverNAFLDRNA splicing70/1882434/187234.62e-051.10e-0370
GO:00003806LiverNAFLDalternative mRNA splicing, via spliceosome20/188277/187235.30e-051.21e-0320
GO:00003816LiverNAFLDregulation of alternative mRNA splicing, via spliceosome17/188260/187235.81e-051.30e-0317
GO:00003777LiverNAFLDRNA splicing, via transesterification reactions with bulged adenosine as nucleophile51/1882320/187236.21e-048.18e-0351
GO:00003987LiverNAFLDmRNA splicing, via spliceosome51/1882320/187236.21e-048.18e-0351
GO:00003757LiverNAFLDRNA splicing, via transesterification reactions51/1882324/187238.28e-041.02e-0251
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:000037522LiverHCCRNA splicing, via transesterification reactions228/7958324/187231.47e-244.06e-22228
GO:000037722LiverHCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile224/7958320/187231.16e-232.62e-21224
GO:000039822LiverHCCmRNA splicing, via spliceosome224/7958320/187231.16e-232.62e-21224
GO:190331121LiverHCCregulation of mRNA metabolic process205/7958288/187233.38e-236.90e-21205
GO:004348422LiverHCCregulation of RNA splicing113/7958148/187234.32e-174.15e-15113
GO:005068421LiverHCCregulation of mRNA processing106/7958137/187237.64e-177.12e-15106
GO:004802422LiverHCCregulation of mRNA splicing, via spliceosome74/7958101/187233.29e-101.10e-0874
GO:000038021LiverHCCalternative mRNA splicing, via spliceosome52/795877/187237.87e-069.27e-0552
GO:000038121LiverHCCregulation of alternative mRNA splicing, via spliceosome37/795860/187232.13e-031.07e-0237
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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
MBNL3SNVMissense_Mutationnovelc.731C>Tp.Ala244Valp.A244VQ9NUK0protein_codingtolerated(0.06)probably_damaging(0.998)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
MBNL3SNVMissense_Mutationc.1024N>Ap.Pro342Thrp.P342TQ9NUK0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MBNL3SNVMissense_Mutationnovelc.19N>Ap.Ala7Thrp.A7TQ9NUK0protein_codingtolerated(0.58)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MBNL3SNVMissense_Mutationc.1022N>Gp.Val341Glyp.V341GQ9NUK0protein_codingdeleterious(0)possibly_damaging(0.894)TCGA-F4-6703-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MBNL3SNVMissense_Mutationnovelc.916N>Tp.Pro306Serp.P306SQ9NUK0protein_codingdeleterious(0.01)benign(0.396)TCGA-AG-A00C-01Colorectumrectum adenocarcinomaFemale<65III/IVChemotherapy5-fluorouracilCR
MBNL3SNVMissense_Mutationc.191N>Ap.Arg64Glnp.R64QQ9NUK0protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A5-A0GB-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MBNL3SNVMissense_Mutationnovelc.17T>Cp.Val6Alap.V6AQ9NUK0protein_codingdeleterious(0.05)benign(0.311)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MBNL3SNVMissense_Mutationnovelc.977N>Tp.Ala326Valp.A326VQ9NUK0protein_codingtolerated(0.05)probably_damaging(0.997)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
MBNL3SNVMissense_Mutationnovelc.62N>Tp.Arg21Ilep.R21IQ9NUK0protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
MBNL3SNVMissense_Mutationrs757276951c.325N>Ap.Ala109Thrp.A109TQ9NUK0protein_codingtolerated(0.34)benign(0.114)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<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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