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: MTTP

Gene summary for MTTP

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

MTTP

Gene ID

4547

Gene namemicrosomal triglyceride transfer protein
Gene AliasABL
Cytomap4q23
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

P55157


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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
4547MTTPNAFLD1HumanLiverNAFLD1.82e-097.44e-01-0.04
4547MTTPS43HumanLiverCirrhotic4.33e-05-7.54e-02-0.0187
4547MTTPHCC1_MengHumanLiverHCC2.41e-834.58e-010.0246
4547MTTPHCC2_MengHumanLiverHCC1.07e-08-2.23e-010.0107
4547MTTPcirrhotic1HumanLiverCirrhotic2.32e-08-2.21e-010.0202
4547MTTPcirrhotic2HumanLiverCirrhotic1.90e-04-2.13e-010.0201
4547MTTPcirrhotic3HumanLiverCirrhotic1.18e-02-2.20e-010.0215
4547MTTPHCC1HumanLiverHCC2.08e-053.49e+000.5336
4547MTTPHCC2HumanLiverHCC4.20e-455.89e+000.5341
4547MTTPS014HumanLiverHCC7.95e-201.36e+000.2254
4547MTTPS015HumanLiverHCC2.93e-242.09e+000.2375
4547MTTPS016HumanLiverHCC4.19e-231.30e+000.2243
4547MTTPS027HumanLiverHCC7.18e-035.84e-010.2446
4547MTTPS028HumanLiverHCC1.86e-201.19e+000.2503
4547MTTPS029HumanLiverHCC1.29e-191.27e+000.2581
4547MTTPPat01-BHumanStomachGC7.96e-651.26e+000.5754
4547MTTPPat02-BHumanStomachGC2.02e-072.49e-010.0368
4547MTTPPat03-BHumanStomachGC3.76e-338.56e-010.3693
4547MTTPPat05-BHumanStomachGC1.21e-022.41e-01-0.0353
4547MTTPPat17-BHumanStomachGC1.39e-144.13e-010.3109
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00066413LiverNAFLDtriglyceride metabolic process29/1882100/187239.51e-087.62e-0629
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00066392LiverNAFLDacylglycerol metabolic process32/1882128/187238.82e-074.60e-0532
GO:00066382LiverNAFLDneutral lipid metabolic process32/1882129/187231.06e-065.35e-0532
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:00159183LiverNAFLDsterol transport32/1882130/187231.27e-066.01e-0532
GO:00426323LiverNAFLDcholesterol homeostasis26/188296/187231.83e-067.86e-0526
GO:00550923LiverNAFLDsterol homeostasis26/188297/187232.26e-069.51e-0526
GO:00485115LiverNAFLDrhythmic process56/1882298/187233.03e-061.23e-0456
GO:00718252LiverNAFLDprotein-lipid complex subunit organization17/188250/187233.92e-061.54e-0417
GO:00718272LiverNAFLDplasma lipoprotein particle organization16/188246/187235.37e-061.95e-0416
GO:00076236LiverNAFLDcircadian rhythm42/1882210/187231.06e-053.34e-0442
GO:00343682LiverNAFLDprotein-lipid complex remodeling12/188230/187231.58e-054.56e-0412
GO:00343692LiverNAFLDplasma lipoprotein particle remodeling12/188230/187231.58e-054.56e-0412
GO:00464863LiverNAFLDglycerolipid metabolic process66/1882392/187231.94e-055.52e-0466
GO:00343672LiverNAFLDprotein-containing complex remodeling12/188232/187233.40e-058.80e-0412
GO:00100387LiverNAFLDresponse to metal ion62/1882373/187235.05e-051.19e-0362
GO:0015850LiverNAFLDorganic hydroxy compound transport50/1882284/187236.01e-051.32e-0350
GO:00650052LiverNAFLDprotein-lipid complex assembly11/188231/187231.29e-042.47e-0311
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04975StomachGCFat digestion and absorption14/70843/84655.71e-068.30e-055.84e-0514
hsa049751StomachGCFat digestion and absorption14/70843/84655.71e-068.30e-055.84e-0514
hsa049752StomachSIMFat digestion and absorption12/46543/84652.11e-063.05e-052.45e-0512
hsa049753StomachSIMFat digestion and absorption12/46543/84652.11e-063.05e-052.45e-0512
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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
MTTPSNVMissense_Mutationnovelc.1261C>Ap.Leu421Ilep.L421Iprotein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
MTTPSNVMissense_Mutationc.2288N>Gp.Asp763Glyp.D763Gprotein_codingdeleterious(0)probably_damaging(0.992)TCGA-AR-A1AO-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
MTTPSNVMissense_Mutationc.2680G>Ap.Glu894Lysp.E894Kprotein_codingdeleterious(0)possibly_damaging(0.777)TCGA-B6-A0WZ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
MTTPSNVMissense_Mutationc.2119N>Ap.Asp707Asnp.D707Nprotein_codingtolerated(0.06)probably_damaging(0.988)TCGA-C8-A12T-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MTTPSNVMissense_Mutationc.1933N>Gp.Thr645Alap.T645Aprotein_codingtolerated(0.08)benign(0.182)TCGA-C8-A26W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinCR
MTTPSNVMissense_Mutationnovelc.1994N>Tp.Ser665Leup.S665Lprotein_codingtolerated(0.62)possibly_damaging(0.907)TCGA-S3-A6ZG-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
MTTPinsertionNonsense_Mutationnovelc.1366_1367insATAGGGATAATAATTCTTTCTATTTATTGTAGGCTAGp.Met456AsnfsTer11p.M456Nfs*11protein_codingTCGA-A8-A09B-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
MTTPinsertionNonsense_Mutationnovelc.1127_1128insTTTATTCCTAGGAGAACACCCTTTGTAAATGTGp.Lys376delinsAsnLeuPheLeuGlyGluHisProLeuTerMetTrpp.K376delinsNLFLGEHPL*MWprotein_codingTCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
MTTPinsertionIn_Frame_Insnovelc.1637_1638insAGACACAGGAAAGATGGGAAAAGAGATp.Glu546_Val547insAspThrGlyLysMetGlyLysGluMetp.E546_V547insDTGKMGKEMprotein_codingTCGA-BH-A0GZ-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
MTTPSNVMissense_Mutationnovelc.2008N>Gp.Leu670Valp.L670Vprotein_codingdeleterious(0.01)possibly_damaging(0.555)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
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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
4547MTTPDRUGGABLE GENOMEBMS-201038LOMITAPIDE MESYLATE
4547MTTPDRUGGABLE GENOMELOMITAPIDELOMITAPIDE
4547MTTPDRUGGABLE GENOMEGranotapideGRANOTAPIDE
4547MTTPDRUGGABLE GENOMEJNJ-16269110USISTAPIDE
4547MTTPDRUGGABLE GENOMESLx-4090SLX-4090
4547MTTPDRUGGABLE GENOMEpravastatinPRAVASTATIN15136504
4547MTTPDRUGGABLE GENOMEImplitapideIMPLITAPIDE
4547MTTPDRUGGABLE GENOMEIMPLITAPIDEIMPLITAPIDE
4547MTTPDRUGGABLE GENOMEKD020
4547MTTPDRUGGABLE GENOMEinhibitorCHEMBL2105662LOMITAPIDE MESYLATE
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