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: MVB12B

Gene summary for MVB12B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MVB12B

Gene ID

89853

Gene namemultivesicular body subunit 12B
Gene AliasC9orf28
Cytomap9q33.3
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q9H7P6


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
89853MVB12BRNA-P25T1-P25T1-1HumanLungAIS1.48e-053.52e-01-0.2116
89853MVB12BRNA-P25T1-P25T1-4HumanLungAIS2.65e-064.41e-01-0.2119
89853MVB12BRNA-P3T-P3T-2HumanLungIAC1.72e-024.50e-010.1835
89853MVB12BRNA-P3T-P3T-4HumanLungIAC1.49e-023.72e-010.1859
89853MVB12BRNA-P6T1-P6T1-4HumanLungMIAC1.04e-025.60e-01-0.0263
89853MVB12BRNA-P6T2-P6T2-1HumanLungIAC7.68e-052.87e-01-0.0166
89853MVB12BRNA-P6T2-P6T2-2HumanLungIAC8.67e-042.60e-01-0.0132
89853MVB12BRNA-P6T2-P6T2-3HumanLungIAC1.66e-062.91e-01-0.013
89853MVB12BRNA-P6T2-P6T2-4HumanLungIAC1.38e-032.61e-01-0.0121
89853MVB12BRNA-P7T1-P7T1-2HumanLungAIS5.69e-045.74e-01-0.0876
89853MVB12BRNA-P7T1-P7T1-4HumanLungAIS8.18e-044.55e-01-0.0809
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:00160328LungIACviral process94/2061415/187235.11e-124.27e-0994
GO:00190588LungIACviral life cycle77/2061317/187231.23e-114.83e-0977
GO:00071737LungIACepidermal growth factor receptor signaling pathway31/2061108/187233.51e-072.54e-0531
GO:00381277LungIACERBB signaling pathway32/2061121/187231.69e-068.24e-0532
GO:00420585LungIACregulation of epidermal growth factor receptor signaling pathway22/206173/187237.19e-062.57e-0422
GO:19011845LungIACregulation of ERBB signaling pathway22/206179/187232.87e-057.44e-0422
GO:001603213LungAISviral process85/1849415/187234.74e-111.95e-0885
GO:001905813LungAISviral life cycle68/1849317/187235.39e-101.16e-0768
GO:000717312LungAISepidermal growth factor receptor signaling pathway29/1849108/187233.99e-073.23e-0529
GO:003812712LungAISERBB signaling pathway30/1849121/187231.60e-069.91e-0530
GO:004205811LungAISregulation of epidermal growth factor receptor signaling pathway20/184973/187231.77e-056.17e-0420
GO:190118411LungAISregulation of ERBB signaling pathway20/184979/187236.12e-051.67e-0320
GO:000717322LungMIACepidermal growth factor receptor signaling pathway20/967108/187235.82e-079.33e-0520
GO:003812722LungMIACERBB signaling pathway20/967121/187233.70e-063.88e-0420
GO:001905833LungMIACviral life cycle36/967317/187238.00e-067.07e-0436
GO:001603223LungMIACviral process39/967415/187232.34e-047.89e-0339
GO:004205821LungMIACregulation of epidermal growth factor receptor signaling pathway12/96773/187233.35e-041.01e-0212
GO:190118421LungMIACregulation of ERBB signaling pathway12/96779/187237.04e-041.60e-0212
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0414414LungIACEndocytosis51/1053251/84652.25e-042.54e-031.68e-0351
hsa0414415LungIACEndocytosis51/1053251/84652.25e-042.54e-031.68e-0351
hsa0414423LungAISEndocytosis52/961251/84659.74e-063.04e-041.95e-0452
hsa0414433LungAISEndocytosis52/961251/84659.74e-063.04e-041.95e-0452
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
MVB12BSNVMissense_Mutationnovelc.907N>Ap.Ala303Thrp.A303TQ9H7P6protein_codingdeleterious(0)probably_damaging(0.971)TCGA-GM-A5PX-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexCR
MVB12BSNVMissense_Mutationnovelc.725N>Gp.Glu242Glyp.E242GQ9H7P6protein_codingtolerated(0.11)possibly_damaging(0.828)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MVB12BSNVMissense_Mutationc.604N>Gp.Gln202Glup.Q202EQ9H7P6protein_codingtolerated(0.45)benign(0.003)TCGA-EK-A2PM-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
MVB12BSNVMissense_Mutationc.724G>Ap.Glu242Lysp.E242KQ9H7P6protein_codingtolerated(0.26)possibly_damaging(0.731)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MVB12BSNVMissense_Mutationnovelc.587N>Tp.Arg196Ilep.R196IQ9H7P6protein_codingdeleterious(0)possibly_damaging(0.898)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
MVB12BSNVMissense_Mutationnovelc.904N>Ap.Ala302Thrp.A302TQ9H7P6protein_codingdeleterious(0)benign(0.395)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
MVB12BSNVMissense_Mutationc.797N>Tp.Ser266Phep.S266FQ9H7P6protein_codingtolerated(0.08)benign(0.006)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MVB12BSNVMissense_Mutationc.419N>Ap.Ala140Aspp.A140DQ9H7P6protein_codingdeleterious(0)probably_damaging(0.998)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MVB12BSNVMissense_Mutationc.797C>Ap.Ser266Tyrp.S266YQ9H7P6protein_codingdeleterious(0.02)benign(0.088)TCGA-D1-A16X-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MVB12BSNVMissense_Mutationrs868665716c.490N>Tp.Arg164Trpp.R164WQ9H7P6protein_codingdeleterious(0)possibly_damaging(0.905)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 

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