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: MOB3B

Gene summary for MOB3B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MOB3B

Gene ID

79817

Gene nameMOB kinase activator 3B
Gene AliasC9orf35
Cytomap9p21.2
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q86TA1


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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
79817MOB3BCCI_2HumanCervixCC1.68e-051.31e+000.5249
79817MOB3BCCI_3HumanCervixCC2.42e-025.74e-010.516
79817MOB3BHTA11_3410_2000001011HumanColorectumAD1.43e-16-6.15e-010.0155
79817MOB3BHTA11_347_2000001011HumanColorectumAD7.60e-106.13e-01-0.1954
79817MOB3BHTA11_866_3004761011HumanColorectumAD3.43e-10-6.47e-010.096
79817MOB3BHTA11_10711_2000001011HumanColorectumAD3.50e-03-5.23e-010.0338
79817MOB3BHTA11_7696_3000711011HumanColorectumAD1.59e-20-6.66e-010.0674
79817MOB3BHTA11_99999970781_79442HumanColorectumMSS6.16e-38-8.25e-010.294
79817MOB3BHTA11_99999971662_82457HumanColorectumMSS1.71e-30-7.86e-010.3859
79817MOB3BHTA11_99999973899_84307HumanColorectumMSS1.52e-09-8.26e-010.2585
79817MOB3BHTA11_99999974143_84620HumanColorectumMSS6.92e-47-9.55e-010.3005
79817MOB3BF007HumanColorectumFAP2.96e-07-5.03e-010.1176
79817MOB3BA002-C-010HumanColorectumFAP2.53e-02-2.85e-010.242
79817MOB3BA001-C-207HumanColorectumFAP3.88e-08-5.12e-010.1278
79817MOB3BA015-C-203HumanColorectumFAP1.82e-37-7.56e-01-0.1294
79817MOB3BA015-C-204HumanColorectumFAP7.22e-07-4.31e-01-0.0228
79817MOB3BA014-C-040HumanColorectumFAP6.35e-10-7.90e-01-0.1184
79817MOB3BA002-C-201HumanColorectumFAP3.41e-24-6.46e-010.0324
79817MOB3BA002-C-203HumanColorectumFAP3.78e-04-3.27e-010.2786
79817MOB3BA001-C-119HumanColorectumFAP2.08e-25-9.37e-01-0.1557
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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
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:00353294CervixCChippo signaling12/231140/187232.44e-031.71e-0212
GO:00353301CervixCCregulation of hippo signaling7/231121/187231.04e-024.97e-027
GO:00353297EsophagusESCChippo signaling26/855240/187231.08e-023.66e-0226
GO:00353296Oral cavityNEOLPhippo signaling10/200540/187238.10e-033.99e-0210
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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
MOB3BSNVMissense_Mutationrs755115358c.332N>Tp.Ala111Valp.A111VQ86TA1protein_codingdeleterious(0.05)benign(0.059)TCGA-E9-A1RI-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
MOB3BSNVMissense_Mutationnovelc.506N>Gp.His169Argp.H169RQ86TA1protein_codingdeleterious(0)probably_damaging(0.997)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MOB3BSNVMissense_Mutationrs747633301c.394G>Ap.Glu132Lysp.E132KQ86TA1protein_codingdeleterious(0.02)possibly_damaging(0.628)TCGA-IR-A3LF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
MOB3BSNVMissense_Mutationrs781031539c.295C>Tp.Arg99Trpp.R99WQ86TA1protein_codingtolerated(0.15)possibly_damaging(0.9)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
MOB3BSNVMissense_Mutationc.488N>Cp.Val163Alap.V163AQ86TA1protein_codingtolerated(1)benign(0.371)TCGA-AA-A02K-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPD
MOB3BSNVMissense_Mutationc.418G>Cp.Gly140Argp.G140RQ86TA1protein_codingdeleterious(0.02)probably_damaging(0.937)TCGA-F4-6807-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyxelodaCR
MOB3BSNVMissense_Mutationrs781031539c.295N>Tp.Arg99Trpp.R99WQ86TA1protein_codingtolerated(0.15)possibly_damaging(0.9)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
MOB3BSNVMissense_Mutationc.230N>Tp.Thr77Ilep.T77IQ86TA1protein_codingdeleterious(0.02)possibly_damaging(0.602)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
MOB3BSNVMissense_Mutationnovelc.218N>Ap.Leu73Hisp.L73HQ86TA1protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
MOB3BSNVMissense_Mutationnovelc.243N>Ap.Phe81Leup.F81LQ86TA1protein_codingdeleterious(0.03)benign(0.027)TCGA-AX-A2HC-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapypaclitaxelPD
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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
79817MOB3BKINASETumor necrosis factor alpha (TNF-alpha) inhibitors
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