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: TTPA

Gene summary for TTPA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TTPA

Gene ID

7274

Gene namealpha tocopherol transfer protein
Gene AliasATTP
Cytomap8q12.3
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

P49638


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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
7274TTPANAFLD1HumanLiverNAFLD1.43e-087.58e-01-0.04
7274TTPAS43HumanLiverCirrhotic1.25e-03-8.54e-02-0.0187
7274TTPAHCC1_MengHumanLiverHCC2.12e-04-1.63e-010.0246
7274TTPAHCC2_MengHumanLiverHCC9.68e-04-1.61e-010.0107
7274TTPAHCC1HumanLiverHCC3.14e-114.24e+000.5336
7274TTPAPt13.bHumanLiverHCC3.12e-02-1.77e-020.0251
7274TTPAS014HumanLiverHCC1.51e-151.11e+000.2254
7274TTPAS015HumanLiverHCC4.05e-181.29e+000.2375
7274TTPAS016HumanLiverHCC8.46e-231.29e+000.2243
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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:00316677LiverNAFLDresponse to nutrient levels85/1882474/187238.23e-087.09e-0685
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:00075844LiverNAFLDresponse to nutrient36/1882174/187232.06e-055.78e-0436
GO:01200093LiverNAFLDintermembrane lipid transfer11/188248/187237.00e-034.90e-0211
GO:003166712LiverCirrhoticresponse to nutrient levels174/4634474/187233.08e-091.27e-07174
GO:000758411LiverCirrhoticresponse to nutrient67/4634174/187233.83e-054.59e-0467
GO:001087611LiverCirrhoticlipid localization147/4634448/187236.24e-057.12e-04147
GO:0051452LiverCirrhoticintracellular pH reduction21/463442/187233.57e-043.03e-0321
GO:000686911LiverCirrhoticlipid transport128/4634398/187234.54e-043.69e-03128
GO:0045851LiverCirrhoticpH reduction22/463446/187235.75e-044.48e-0322
GO:01200091LiverCirrhoticintermembrane lipid transfer21/463448/187233.06e-031.73e-0221
GO:00300045LiverCirrhoticcellular monovalent inorganic cation homeostasis38/4634103/187234.02e-032.17e-0238
GO:00306415LiverCirrhoticregulation of cellular pH31/463481/187234.76e-032.50e-0231
GO:00068853LiverCirrhoticregulation of pH33/463491/187239.39e-034.29e-0233
GO:003166722LiverHCCresponse to nutrient levels276/7958474/187232.30e-121.08e-10276
GO:000758421LiverHCCresponse to nutrient111/7958174/187231.10e-082.73e-07111
GO:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:01200092LiverHCCintermembrane lipid transfer33/795848/187232.12e-041.63e-0333
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
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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
TTPASNVMissense_Mutationc.750N>Gp.Phe250Leup.F250LP49638protein_codingtolerated(0.65)benign(0.005)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TTPASNVMissense_Mutationc.366G>Cp.Trp122Cysp.W122CP49638protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
TTPASNVMissense_Mutationrs121917850c.575N>Ap.Arg192Hisp.R192HP49638protein_codingdeleterious(0)probably_damaging(0.953)TCGA-E2-A14R-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
TTPASNVMissense_Mutationnovelc.485N>Tp.Gly162Valp.G162VP49638protein_codingdeleterious(0)probably_damaging(0.999)TCGA-GI-A2C8-01Breastbreast invasive carcinomaFemale<65III/IVUnspecificAdriamycinSD
TTPASNVMissense_Mutationrs202136581c.551N>Tp.Thr184Metp.T184MP49638protein_codingdeleterious(0.01)benign(0.232)TCGA-AA-3715-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
TTPASNVMissense_Mutationc.758A>Tp.Glu253Valp.E253VP49638protein_codingdeleterious(0)benign(0.1)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
TTPASNVMissense_Mutationnovelc.497N>Ap.Ser166Tyrp.S166YP49638protein_codingdeleterious(0)possibly_damaging(0.817)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
TTPASNVMissense_Mutationnovelc.821N>Ap.Ser274Tyrp.S274YP49638protein_codingdeleterious(0)possibly_damaging(0.896)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
TTPAinsertionFrame_Shift_Insnovelc.429_430insTACCGTAAp.Val144TyrfsTer7p.V144Yfs*7P49638protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TTPAinsertionIn_Frame_Insnovelc.402_403insTATACATTTACCp.Arg134_Val135insTyrThrPheThrp.R134_V135insYTFTP49638protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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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