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: MOG

Gene summary for MOG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MOG

Gene ID

4340

Gene namemyelin oligodendrocyte glycoprotein
Gene AliasBTN6
Cytomap6p22.1
Gene Typeprotein-coding
GO ID

GO:0001816

UniProtAcc

Q16653


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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
4340MOGHCC1HumanLiverHCC1.34e-091.08e+000.5336
4340MOGHCC2HumanLiverHCC2.67e-181.23e+000.5341
4340MOGHCC5HumanLiverHCC5.01e-211.50e+000.4932
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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:0016032ColorectumADviral process168/3918415/187234.67e-203.66e-17168
GO:0019080ColorectumADviral gene expression42/391894/187231.90e-078.02e-0642
GO:0006457ColorectumADprotein folding73/3918212/187233.24e-069.10e-0573
GO:0019082ColorectumADviral protein processing17/391829/187231.04e-052.40e-0417
GO:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0044262ColorectumADcellular carbohydrate metabolic process87/3918283/187236.00e-051.01e-0387
GO:0006487ColorectumADprotein N-linked glycosylation25/391865/187239.12e-048.71e-0325
GO:0006486ColorectumADprotein glycosylation64/3918226/187234.86e-033.27e-0264
GO:0043413ColorectumADmacromolecule glycosylation64/3918226/187234.86e-033.27e-0264
GO:0070085ColorectumADglycosylation67/3918240/187235.78e-033.67e-0267
GO:0045017ColorectumADglycerolipid biosynthetic process69/3918252/187238.33e-034.88e-0269
GO:00160321ColorectumSERviral process118/2897415/187238.36e-121.65e-09118
GO:00064571ColorectumSERprotein folding54/2897212/187231.04e-042.18e-0354
GO:00190801ColorectumSERviral gene expression29/289794/187231.32e-042.66e-0329
GO:00060661ColorectumSERalcohol metabolic process79/2897353/187233.50e-045.50e-0379
GO:0022600ColorectumSERdigestive system process29/2897104/187238.57e-041.05e-0229
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:0050892ColorectumSERintestinal absorption14/289741/187232.45e-032.32e-0214
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00160322ColorectumMSSviral process157/3467415/187237.94e-216.19e-18157
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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
MOGSNVMissense_Mutationnovelc.177G>Tp.Lys59Asnp.K59NQ16653protein_codingtolerated(0.06)possibly_damaging(0.644)TCGA-A8-A09M-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapypaclitaxelCR
MOGSNVMissense_Mutationc.242N>Ap.Arg81Lysp.R81KQ16653protein_codingdeleterious(0.03)possibly_damaging(0.693)TCGA-OL-A5DA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MOGinsertionNonsense_Mutationnovelc.650_651insCTCTAATGGGAATGAAAACATCTGTGGCTTCCATTGGTAATTAAGp.Val217_Leu218insSerAsnGlyAsnGluAsnIleCysGlyPheHisTrpTerLeuSerp.V217_L218insSNGNENICGFHW*LSQ16653protein_codingTCGA-A2-A0CP-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
MOGinsertionIn_Frame_Insnovelc.203_204insTGAGGAp.Trp68delinsCysGluGlup.W68delinsCEEQ16653protein_codingTCGA-AO-A0JI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
MOGinsertionNonsense_Mutationnovelc.205_206insGAGGGCCTCAGGAATCCCCAGCATGTGGGGp.Tyr69delinsTerp.Y69delins*Q16653protein_codingTCGA-AO-A0JI-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
MOGSNVMissense_Mutationnovelc.20C>Gp.Pro7Argp.P7RQ16653protein_codingtolerated(0.07)benign(0.009)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
MOGSNVMissense_Mutationc.422A>Cp.Glu141Alap.E141AQ16653protein_codingdeleterious(0.01)benign(0.012)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
MOGSNVMissense_Mutationc.479N>Tp.Ala160Valp.A160VQ16653protein_codingtolerated(0.13)possibly_damaging(0.551)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
MOGSNVMissense_Mutationnovelc.181N>Ap.Ala61Thrp.A61TQ16653protein_codingdeleterious(0)possibly_damaging(0.89)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
MOGSNVMissense_Mutationrs781193948c.289N>Tp.Arg97Trpp.R97WQ16653protein_codingdeleterious(0)probably_damaging(1)TCGA-CA-6719-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
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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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