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: TRAPPC6B

Gene summary for TRAPPC6B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

TRAPPC6B

Gene ID

122553

Gene nametrafficking protein particle complex subunit 6B
Gene AliasNEDMEBA
Cytomap14q21.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q86SZ2


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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
122553TRAPPC6BLZE4THumanEsophagusESCC1.57e-195.62e-010.0811
122553TRAPPC6BLZE5THumanEsophagusESCC7.45e-045.99e-010.0514
122553TRAPPC6BLZE7THumanEsophagusESCC5.67e-042.98e-010.0667
122553TRAPPC6BLZE8THumanEsophagusESCC6.20e-051.37e-010.067
122553TRAPPC6BLZE20THumanEsophagusESCC5.67e-041.87e-010.0662
122553TRAPPC6BLZE22THumanEsophagusESCC2.61e-034.13e-010.068
122553TRAPPC6BLZE24THumanEsophagusESCC4.69e-123.56e-010.0596
122553TRAPPC6BLZE21THumanEsophagusESCC3.36e-043.55e-010.0655
122553TRAPPC6BLZE6THumanEsophagusESCC9.73e-042.58e-010.0845
122553TRAPPC6BP1T-EHumanEsophagusESCC4.04e-095.32e-010.0875
122553TRAPPC6BP2T-EHumanEsophagusESCC1.18e-234.12e-010.1177
122553TRAPPC6BP4T-EHumanEsophagusESCC4.31e-225.02e-010.1323
122553TRAPPC6BP5T-EHumanEsophagusESCC1.62e-223.91e-010.1327
122553TRAPPC6BP8T-EHumanEsophagusESCC6.91e-691.02e+000.0889
122553TRAPPC6BP9T-EHumanEsophagusESCC8.58e-102.31e-010.1131
122553TRAPPC6BP10T-EHumanEsophagusESCC2.17e-385.72e-010.116
122553TRAPPC6BP11T-EHumanEsophagusESCC1.96e-165.88e-010.1426
122553TRAPPC6BP12T-EHumanEsophagusESCC1.51e-1252.42e+000.1122
122553TRAPPC6BP15T-EHumanEsophagusESCC2.35e-429.57e-010.1149
122553TRAPPC6BP16T-EHumanEsophagusESCC2.62e-304.89e-010.1153
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EsophagusThe 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.ESCC: Esophageal squamous cell carcinoma
HGIN: High-grade intraepithelial neoplasias
LGIN: Low-grade intraepithelial neoplasias
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
∗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:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000688815EsophagusESCCendoplasmic reticulum to Golgi vesicle-mediated transport102/8552130/187231.73e-149.22e-13102
GO:004308715EsophagusESCCregulation of GTPase activity183/8552348/187235.34e-032.00e-02183
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:00068888Oral cavityOSCCendoplasmic reticulum to Golgi vesicle-mediated transport97/7305130/187231.42e-161.15e-1497
GO:004308710Oral cavityOSCCregulation of GTPase activity165/7305348/187237.94e-044.27e-03165
GO:004819316Oral cavityLPGolgi vesicle transport141/4623296/187236.11e-181.06e-15141
GO:000688814Oral cavityLPendoplasmic reticulum to Golgi vesicle-mediated transport67/4623130/187233.74e-112.39e-0967
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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
TRAPPC6BSNVMissense_Mutationrs763287802c.77N>Gp.Glu26Glyp.E26GQ86SZ2protein_codingtolerated(0.17)benign(0.19)TCGA-ZJ-AAX8-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
TRAPPC6BSNVMissense_Mutationnovelc.410N>Tp.Ser137Ilep.S137IQ86SZ2protein_codingdeleterious(0)probably_damaging(0.937)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
TRAPPC6BSNVMissense_Mutationnovelc.92N>Ap.Arg31Glnp.R31QQ86SZ2protein_codingtolerated(0.47)benign(0.063)TCGA-AJ-A3EL-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRAPPC6BSNVMissense_Mutationc.187G>Tp.Asp63Tyrp.D63YQ86SZ2protein_codingdeleterious(0)probably_damaging(0.989)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRAPPC6BSNVMissense_Mutationnovelc.365N>Tp.Thr122Metp.T122MQ86SZ2protein_codingdeleterious(0.04)possibly_damaging(0.84)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRAPPC6BSNVMissense_Mutationnovelc.19N>Cp.Phe7Leup.F7LQ86SZ2protein_codingtolerated(0.14)probably_damaging(0.999)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRAPPC6BSNVMissense_Mutationc.211G>Tp.Asp71Tyrp.D71YQ86SZ2protein_codingdeleterious(0)probably_damaging(0.995)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
TRAPPC6BSNVMissense_Mutationnovelc.365C>Tp.Thr122Metp.T122MQ86SZ2protein_codingdeleterious(0.04)possibly_damaging(0.84)TCGA-B5-A3FC-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRAPPC6BSNVMissense_Mutationnovelc.92N>Ap.Arg31Glnp.R31QQ86SZ2protein_codingtolerated(0.47)benign(0.063)TCGA-EO-A22R-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
TRAPPC6BSNVMissense_Mutationrs757748410c.160N>Tp.Asp54Tyrp.D54YQ86SZ2protein_codingdeleterious(0)probably_damaging(0.99)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
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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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