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: TRAPPC8

Gene summary for TRAPPC8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRAPPC8

Gene ID

22878

Gene nametrafficking protein particle complex subunit 8
Gene AliasGSG1
Cytomap18q12.1
Gene Typeprotein-coding
GO ID

GO:0000045

UniProtAcc

Q9Y2L5


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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
22878TRAPPC8AEH-subject5HumanEndometriumAEH4.52e-042.52e-01-0.2953
22878TRAPPC8GSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC1.54e-021.16e-01-0.1917
22878TRAPPC8GSM6177622_NYU_UCEC3_lib2_lib2HumanEndometriumEEC1.37e-034.87e-02-0.1916
22878TRAPPC8NAFLD1HumanLiverNAFLD4.21e-077.07e-01-0.04
22878TRAPPC8HCC1_MengHumanLiverHCC3.82e-36-7.83e-020.0246
22878TRAPPC8HCC2_MengHumanLiverHCC4.04e-06-1.21e-010.0107
22878TRAPPC8HCC2HumanLiverHCC3.72e-103.16e+000.5341
22878TRAPPC8S014HumanLiverHCC6.59e-042.58e-010.2254
22878TRAPPC8S015HumanLiverHCC8.03e-032.48e-010.2375
22878TRAPPC8S027HumanLiverHCC6.25e-034.85e-010.2446
22878TRAPPC8S028HumanLiverHCC2.95e-042.97e-010.2503
22878TRAPPC8S029HumanLiverHCC7.02e-053.37e-010.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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:00162367CervixCCmacroautophagy58/2311291/187231.40e-041.70e-0358
GO:00481938CervixCCGolgi vesicle transport58/2311296/187232.24e-042.54e-0358
GO:00070304CervixCCGolgi organization32/2311157/187232.78e-031.87e-0232
GO:00000452CervixCCautophagosome assembly21/231199/187238.67e-034.46e-0221
GO:0048193ColorectumADGolgi vesicle transport109/3918296/187231.80e-101.68e-08109
GO:0016236ColorectumADmacroautophagy103/3918291/187236.76e-094.15e-07103
GO:0006888ColorectumADendoplasmic reticulum to Golgi vesicle-mediated transport44/3918130/187234.13e-044.68e-0344
GO:0007033ColorectumADvacuole organization53/3918180/187234.18e-032.89e-0253
GO:00481932ColorectumMSSGolgi vesicle transport101/3467296/187239.09e-119.77e-09101
GO:00162362ColorectumMSSmacroautophagy93/3467291/187232.08e-081.17e-0693
GO:00068882ColorectumMSSendoplasmic reticulum to Golgi vesicle-mediated transport44/3467130/187232.17e-054.60e-0444
GO:00070331ColorectumMSSvacuole organization48/3467180/187234.32e-033.07e-0248
GO:00481934ColorectumFAPGolgi vesicle transport77/2622296/187232.86e-082.62e-0677
GO:00162363ColorectumFAPmacroautophagy70/2622291/187232.73e-061.02e-0470
GO:00068884ColorectumFAPendoplasmic reticulum to Golgi vesicle-mediated transport30/2622130/187233.51e-032.53e-0230
GO:00481935ColorectumCRCGolgi vesicle transport59/2078296/187235.47e-062.17e-0459
GO:00162364ColorectumCRCmacroautophagy51/2078291/187236.40e-048.48e-0351
GO:00481939EndometriumAEHGolgi vesicle transport60/2100296/187233.65e-069.79e-0560
GO:00068886EndometriumAEHendoplasmic reticulum to Golgi vesicle-mediated transport29/2100130/187232.11e-042.59e-0329
GO:00162368EndometriumAEHmacroautophagy52/2100291/187234.56e-044.80e-0352
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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
TRAPPC8SNVMissense_Mutationc.2374G>Ap.Glu792Lysp.E792KQ9Y2L5protein_codingtolerated(0.42)benign(0)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
TRAPPC8SNVMissense_Mutationnovelc.3105G>Cp.Trp1035Cysp.W1035CQ9Y2L5protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A62Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRAPPC8SNVMissense_Mutationnovelc.3826N>Tp.Pro1276Serp.P1276SQ9Y2L5protein_codingtolerated(0.13)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRAPPC8SNVMissense_Mutationrs550493135c.856N>Ap.Glu286Lysp.E286KQ9Y2L5protein_codingtolerated(0.72)benign(0.207)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRAPPC8SNVMissense_Mutationrs201741478c.515N>Ap.Arg172Glnp.R172QQ9Y2L5protein_codingtolerated(0.57)benign(0.113)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRAPPC8SNVMissense_Mutationc.1917N>Tp.Gln639Hisp.Q639HQ9Y2L5protein_codingdeleterious(0)probably_damaging(1)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
TRAPPC8SNVMissense_Mutationnovelc.2813N>Ap.Val938Aspp.V938DQ9Y2L5protein_codingtolerated(0.08)benign(0.274)TCGA-AR-A0U0-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
TRAPPC8SNVMissense_Mutationc.1436C>Gp.Pro479Argp.P479RQ9Y2L5protein_codingdeleterious(0.04)possibly_damaging(0.625)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TRAPPC8SNVMissense_Mutationc.3809A>Tp.Lys1270Ilep.K1270IQ9Y2L5protein_codingdeleterious(0.03)benign(0.243)TCGA-D8-A1JD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
TRAPPC8SNVMissense_Mutationc.885N>Gp.Phe295Leup.F295LQ9Y2L5protein_codingtolerated(0.87)benign(0)TCGA-D8-A1X9-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycin+cyclophosphamideSD
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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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