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: MOGAT3

Gene summary for MOGAT3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MOGAT3

Gene ID

346606

Gene namemonoacylglycerol O-acyltransferase 3
Gene AliasDC7
Cytomap7q22.1
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q86VF5


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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
346606MOGAT3HTA11_2487_2000001011HumanColorectumSER6.21e-128.04e-01-0.1808
346606MOGAT3HTA11_347_2000001011HumanColorectumAD1.61e-084.47e-01-0.1954
346606MOGAT3HTA11_411_2000001011HumanColorectumSER1.68e-028.22e-01-0.2602
346606MOGAT3HTA11_2112_2000001011HumanColorectumSER2.08e-048.83e-01-0.2196
346606MOGAT3HTA11_83_2000001011HumanColorectumSER2.38e-065.60e-01-0.1526
346606MOGAT3HTA11_696_2000001011HumanColorectumAD9.23e-084.05e-01-0.1464
346606MOGAT3HTA11_5212_2000001011HumanColorectumAD1.62e-025.61e-01-0.2061
346606MOGAT3HTA11_99999974143_84620HumanColorectumMSS4.94e-063.27e-010.3005
346606MOGAT3A002-C-010HumanColorectumFAP8.62e-04-1.34e-010.242
346606MOGAT3A002-C-201HumanColorectumFAP4.90e-02-1.33e-010.0324
346606MOGAT3A015-C-104HumanColorectumFAP1.11e-02-1.40e-01-0.1899
346606MOGAT3A002-C-116HumanColorectumFAP3.44e-03-1.34e-01-0.0452
346606MOGAT3Pat01-BHumanStomachGC1.79e-295.41e-010.5754
346606MOGAT3Pat02-BHumanStomachGC3.76e-031.34e-010.0368
346606MOGAT3Pat03-BHumanStomachGC5.25e-153.35e-010.3693
346606MOGAT3Pat17-BHumanStomachGC3.73e-123.48e-010.3109
346606MOGAT3SIM_1HumanStomachSIM3.52e-021.58e-010.3573
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0044262ColorectumADcellular carbohydrate metabolic process87/3918283/187236.00e-051.01e-0387
GO:0045017ColorectumADglycerolipid biosynthetic process69/3918252/187238.33e-034.88e-0269
GO:00060661ColorectumSERalcohol metabolic process79/2897353/187233.50e-045.50e-0379
GO:0046486ColorectumSERglycerolipid metabolic process82/2897392/187232.26e-032.17e-0282
GO:00450171ColorectumSERglycerolipid biosynthetic process55/2897252/187234.47e-033.56e-0255
GO:00060662ColorectumMSSalcohol metabolic process92/3467353/187232.57e-043.46e-0392
GO:00442621ColorectumFAPcellular carbohydrate metabolic process66/2622283/187231.53e-054.01e-0466
GO:00060663ColorectumFAPalcohol metabolic process69/2622353/187232.29e-031.85e-0269
GO:00450172ColorectumFAPglycerolipid biosynthetic process50/2622252/187236.32e-033.95e-0250
GO:0006641StomachGCtriglyceride metabolic process23/1159100/187233.27e-082.44e-0623
GO:0006639StomachGCacylglycerol metabolic process24/1159128/187239.59e-074.53e-0524
GO:0006638StomachGCneutral lipid metabolic process24/1159129/187231.11e-065.20e-0524
GO:00060665StomachGCalcohol metabolic process41/1159353/187237.85e-051.68e-0341
GO:0006071StomachGCglycerol metabolic process6/115919/187237.49e-049.67e-036
GO:0046460StomachGCneutral lipid biosynthetic process10/115950/187238.42e-041.05e-0210
GO:0046463StomachGCacylglycerol biosynthetic process10/115950/187238.42e-041.05e-0210
GO:0019432StomachGCtriglyceride biosynthetic process9/115942/187239.01e-041.11e-029
GO:0019400StomachGCalditol metabolic process6/115922/187231.75e-031.83e-026
GO:00464862StomachGCglycerolipid metabolic process38/1159392/187234.15e-033.47e-0238
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00561ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa005611ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa04975StomachGCFat digestion and absorption14/70843/84655.71e-068.30e-055.84e-0514
hsa005614StomachGCGlycerolipid metabolism12/70863/84655.36e-033.01e-022.12e-0212
hsa049751StomachGCFat digestion and absorption14/70843/84655.71e-068.30e-055.84e-0514
hsa0056111StomachGCGlycerolipid metabolism12/70863/84655.36e-033.01e-022.12e-0212
hsa049752StomachSIMFat digestion and absorption12/46543/84652.11e-063.05e-052.45e-0512
hsa0056121StomachSIMGlycerolipid metabolism9/46563/84657.07e-034.30e-023.45e-029
hsa049753StomachSIMFat digestion and absorption12/46543/84652.11e-063.05e-052.45e-0512
hsa0056131StomachSIMGlycerolipid metabolism9/46563/84657.07e-034.30e-023.45e-029
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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
MOGAT3SNVMissense_Mutationc.567N>Gp.Ile189Metp.I189MQ86VF5protein_codingdeleterious(0)probably_damaging(1)TCGA-A2-A04U-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
MOGAT3SNVMissense_Mutationc.386N>Gp.Thr129Serp.T129SQ86VF5protein_codingdeleterious(0.02)probably_damaging(0.936)TCGA-A2-A25E-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanPD
MOGAT3SNVMissense_Mutationc.1010N>Tp.Cys337Phep.C337FQ86VF5protein_codingtolerated(0.48)benign(0.04)TCGA-E2-A14T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MOGAT3deletionFrame_Shift_Delnovelc.87delNp.Tyr29Terp.Y29*Q86VF5protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
MOGAT3SNVMissense_Mutationrs201890499c.889G>Ap.Val297Ilep.V297IQ86VF5protein_codingtolerated(0.14)probably_damaging(0.959)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
MOGAT3SNVMissense_Mutationnovelc.906N>Ap.His302Glnp.H302QQ86VF5protein_codingtolerated(0.82)benign(0.007)TCGA-C5-A8YT-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
MOGAT3SNVMissense_Mutationrs771019638c.586N>Ap.Glu196Lysp.E196KQ86VF5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DG-A2KM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
MOGAT3SNVMissense_Mutationrs763725968c.898C>Tp.Arg300Cysp.R300CQ86VF5protein_codingtolerated(0.55)benign(0.005)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
MOGAT3SNVMissense_Mutationc.830N>Ap.Ser277Tyrp.S277YQ86VF5protein_codingdeleterious(0)probably_damaging(0.946)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
MOGAT3SNVMissense_Mutationrs139340331c.475G>Ap.Asp159Asnp.D159NQ86VF5protein_codingdeleterious(0.04)possibly_damaging(0.617)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
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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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