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: MBNL2

Gene summary for MBNL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MBNL2

Gene ID

10150

Gene namemuscleblind like splicing regulator 2
Gene AliasMBLL
Cytomap13q32.1
Gene Typeprotein-coding
GO ID

GO:0000375

UniProtAcc

Q5VZF2


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
10150MBNL2CCI_2HumanCervixCC1.15e-141.81e+000.5249
10150MBNL2CCI_3HumanCervixCC1.37e-025.11e-010.516
10150MBNL2HTA11_3410_2000001011HumanColorectumAD3.83e-14-4.44e-010.0155
10150MBNL2HTA11_99999965104_69814HumanColorectumMSS1.63e-108.70e-010.281
10150MBNL2HTA11_99999971662_82457HumanColorectumMSS9.69e-077.42e-010.3859
10150MBNL2HTA11_99999973899_84307HumanColorectumMSS1.52e-03-4.77e-010.2585
10150MBNL2HTA11_99999974143_84620HumanColorectumMSS1.11e-08-4.71e-010.3005
10150MBNL2F007HumanColorectumFAP1.68e-021.58e-010.1176
10150MBNL2A015-C-203HumanColorectumFAP4.37e-28-4.01e-01-0.1294
10150MBNL2A015-C-204HumanColorectumFAP5.13e-05-2.23e-01-0.0228
10150MBNL2A014-C-040HumanColorectumFAP2.33e-03-4.35e-02-0.1184
10150MBNL2A002-C-201HumanColorectumFAP1.43e-13-3.38e-010.0324
10150MBNL2A002-C-203HumanColorectumFAP1.87e-04-5.12e-020.2786
10150MBNL2A001-C-119HumanColorectumFAP4.07e-08-4.31e-01-0.1557
10150MBNL2A001-C-108HumanColorectumFAP1.48e-18-2.90e-01-0.0272
10150MBNL2A002-C-205HumanColorectumFAP2.83e-21-3.87e-01-0.1236
10150MBNL2A015-C-006HumanColorectumFAP3.74e-16-4.33e-01-0.0994
10150MBNL2A015-C-106HumanColorectumFAP8.43e-12-1.73e-01-0.0511
10150MBNL2A002-C-114HumanColorectumFAP2.18e-20-4.33e-01-0.1561
10150MBNL2A015-C-104HumanColorectumFAP4.96e-33-4.61e-01-0.1899
Page: 1 2 3 4 5 6 7 8 9 10 11 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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.

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:00003772ColorectumMSSRNA splicing, via transesterification reactions with bulged adenosine as nucleophile121/3467320/187232.52e-168.27e-14121
GO:00003982ColorectumMSSmRNA splicing, via spliceosome121/3467320/187232.52e-168.27e-14121
GO:00003752ColorectumMSSRNA splicing, via transesterification reactions122/3467324/187232.75e-168.58e-14122
GO:00434842ColorectumMSSregulation of RNA splicing66/3467148/187232.44e-135.25e-1166
GO:00506842ColorectumMSSregulation of mRNA processing57/3467137/187232.88e-102.68e-0857
GO:00480242ColorectumMSSregulation of mRNA splicing, via spliceosome46/3467101/187234.20e-103.49e-0846
GO:00003802ColorectumMSSalternative mRNA splicing, via spliceosome33/346777/187236.87e-072.48e-0533
GO:00003812ColorectumMSSregulation of alternative mRNA splicing, via spliceosome26/346760/187238.01e-062.03e-0426
GO:19033114ColorectumFAPregulation of mRNA metabolic process97/2622288/187231.35e-174.13e-1497
GO:00506844ColorectumFAPregulation of mRNA processing51/2622137/187239.70e-124.96e-0951
GO:00434844ColorectumFAPregulation of RNA splicing53/2622148/187232.16e-111.02e-0853
GO:00480244ColorectumFAPregulation of mRNA splicing, via spliceosome41/2622101/187234.36e-111.78e-0841
GO:00083804ColorectumFAPRNA splicing108/2622434/187237.90e-101.86e-07108
GO:00003754ColorectumFAPRNA splicing, via transesterification reactions84/2622324/187238.06e-091.10e-0684
GO:00003774ColorectumFAPRNA splicing, via transesterification reactions with bulged adenosine as nucleophile83/2622320/187239.66e-091.23e-0683
GO:00003984ColorectumFAPmRNA splicing, via spliceosome83/2622320/187239.66e-091.23e-0683
GO:00003804ColorectumFAPalternative mRNA splicing, via spliceosome29/262277/187232.07e-071.24e-0529
GO:00003814ColorectumFAPregulation of alternative mRNA splicing, via spliceosome23/262260/187232.58e-069.88e-0523
GO:19033115ColorectumCRCregulation of mRNA metabolic process80/2078288/187233.21e-156.40e-1280
GO:00506845ColorectumCRCregulation of mRNA processing41/2078137/187231.57e-095.23e-0741
Page: 1 2 3 4 5 6 7 8 9 10 11 12 

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
∗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
MBNL2SNVMissense_Mutationrs575403433c.482N>Tp.Pro161Leup.P161LQ5VZF2protein_codingtolerated(0.3)benign(0.243)TCGA-AC-A3TM-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
MBNL2SNVMissense_Mutationc.652T>Ap.Cys218Serp.C218SQ5VZF2protein_codingdeleterious(0)probably_damaging(0.954)TCGA-AR-A24M-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
MBNL2SNVMissense_Mutationc.95N>Cp.Glu32Alap.E32AQ5VZF2protein_codingtolerated(0.82)benign(0.007)TCGA-E2-A14R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
MBNL2SNVMissense_Mutationnovelc.280G>Tp.Ala94Serp.A94SQ5VZF2protein_codingtolerated(0.13)benign(0.131)TCGA-E9-A1N8-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MBNL2SNVMissense_Mutationnovelc.577N>Ap.Gly193Argp.G193RQ5VZF2protein_codingdeleterious(0.04)possibly_damaging(0.649)TCGA-PL-A8LZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
MBNL2SNVMissense_Mutationrs754344124c.377C>Tp.Thr126Metp.T126MQ5VZF2protein_codingdeleterious(0.04)benign(0.177)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MBNL2SNVMissense_Mutationrs754344124c.377N>Tp.Thr126Metp.T126MQ5VZF2protein_codingdeleterious(0.04)benign(0.177)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MBNL2SNVMissense_Mutationc.404N>Tp.Ala135Valp.A135VQ5VZF2protein_codingtolerated(0.37)benign(0.007)TCGA-Q1-A5R3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPR
MBNL2SNVMissense_Mutationnovelc.97G>Ap.Glu33Lysp.E33KQ5VZF2protein_codingdeleterious(0)probably_damaging(0.947)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
MBNL2SNVMissense_Mutationc.660N>Ap.Asp220Glup.D220EQ5VZF2protein_codingdeleterious(0)possibly_damaging(0.83)TCGA-AA-A01R-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapy5-fluorouracilPD
Page: 1 2 3 4 5 6 

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