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: MOB3A

Gene summary for MOB3A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MOB3A

Gene ID

126308

Gene nameMOB kinase activator 3A
Gene AliasMOB-LAK
Cytomap19p13.3
Gene Typeprotein-coding
GO ID

GO:0001932

UniProtAcc

Q96BX8


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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
126308MOB3ALZE4THumanEsophagusESCC1.87e-072.13e-010.0811
126308MOB3ALZE7THumanEsophagusESCC3.68e-029.16e-020.0667
126308MOB3ALZE8THumanEsophagusESCC4.04e-071.53e-010.067
126308MOB3ALZE20THumanEsophagusESCC1.22e-026.00e-020.0662
126308MOB3ALZE24THumanEsophagusESCC9.92e-141.58e-010.0596
126308MOB3ALZE6THumanEsophagusESCC5.39e-114.69e-010.0845
126308MOB3AP1T-EHumanEsophagusESCC4.78e-031.75e-010.0875
126308MOB3AP2T-EHumanEsophagusESCC5.27e-122.03e-010.1177
126308MOB3AP4T-EHumanEsophagusESCC3.10e-233.45e-010.1323
126308MOB3AP5T-EHumanEsophagusESCC5.26e-064.91e-020.1327
126308MOB3AP8T-EHumanEsophagusESCC1.84e-035.14e-020.0889
126308MOB3AP9T-EHumanEsophagusESCC1.90e-102.12e-010.1131
126308MOB3AP10T-EHumanEsophagusESCC1.87e-121.83e-010.116
126308MOB3AP11T-EHumanEsophagusESCC2.96e-173.28e-010.1426
126308MOB3AP12T-EHumanEsophagusESCC5.54e-122.61e-010.1122
126308MOB3AP15T-EHumanEsophagusESCC4.95e-163.28e-010.1149
126308MOB3AP16T-EHumanEsophagusESCC2.15e-079.19e-020.1153
126308MOB3AP17T-EHumanEsophagusESCC4.03e-154.35e-010.1278
126308MOB3AP19T-EHumanEsophagusESCC7.11e-074.43e-010.1662
126308MOB3AP20T-EHumanEsophagusESCC2.75e-162.54e-010.1124
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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
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
∗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
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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
MOB3ASNVMissense_Mutationnovelc.526C>Ap.Gln176Lysp.Q176KQ96BX8protein_codingtolerated(0.63)benign(0.027)TCGA-D8-A145-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
MOB3AinsertionFrame_Shift_Insnovelc.213_214insCTGGAp.Val72LeufsTer53p.V72Lfs*53Q96BX8protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
MOB3AinsertionIn_Frame_Insnovelc.211_212insCAAAGCAGAGAATGACAGGATCAGCATCAGp.Arg71delinsProLysGlnArgMetThrGlySerAlaSerGlyp.R71delinsPKQRMTGSASGQ96BX8protein_codingTCGA-BH-A0B1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycinSD
MOB3AdeletionFrame_Shift_Delnovelc.230delNp.Gly77AlafsTer46p.G77Afs*46Q96BX8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
MOB3ASNVMissense_Mutationrs769636520c.299N>Ap.Arg100Hisp.R100HQ96BX8protein_codingtolerated(0.74)benign(0.081)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MOB3ASNVMissense_Mutationrs199931377c.383N>Tp.Ala128Valp.A128VQ96BX8protein_codingtolerated(0.46)benign(0)TCGA-AA-3815-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
MOB3ASNVMissense_Mutationrs762563833c.524N>Tp.Ala175Valp.A175VQ96BX8protein_codingtolerated(1)benign(0.003)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MOB3ASNVMissense_Mutationrs777437440c.211N>Tp.Arg71Cysp.R71CQ96BX8protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MOB3ASNVMissense_Mutationc.104C>Tp.Ala35Valp.A35VQ96BX8protein_codingdeleterious(0.04)probably_damaging(1)TCGA-D5-6930-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MOB3ASNVMissense_Mutationrs772099363c.244N>Ap.Gly82Serp.G82SQ96BX8protein_codingdeleterious(0.04)benign(0.003)TCGA-G4-6315-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyfluorouracilSD
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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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