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: COG8

Gene summary for COG8

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COG8

Gene ID

84342

Gene namecomponent of oligomeric golgi complex 8
Gene AliasCDG2H
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A024R6Z6


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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
84342COG8LZE4THumanEsophagusESCC7.39e-039.99e-020.0811
84342COG8LZE7THumanEsophagusESCC2.14e-032.00e-010.0667
84342COG8LZE24THumanEsophagusESCC7.50e-091.60e-010.0596
84342COG8P1T-EHumanEsophagusESCC1.68e-033.34e-010.0875
84342COG8P2T-EHumanEsophagusESCC4.07e-181.29e-010.1177
84342COG8P4T-EHumanEsophagusESCC5.72e-122.85e-010.1323
84342COG8P5T-EHumanEsophagusESCC4.25e-121.37e-010.1327
84342COG8P8T-EHumanEsophagusESCC1.91e-191.84e-010.0889
84342COG8P9T-EHumanEsophagusESCC2.59e-039.04e-020.1131
84342COG8P10T-EHumanEsophagusESCC1.13e-111.46e-010.116
84342COG8P11T-EHumanEsophagusESCC3.48e-123.18e-010.1426
84342COG8P12T-EHumanEsophagusESCC9.18e-132.08e-010.1122
84342COG8P15T-EHumanEsophagusESCC1.38e-051.49e-010.1149
84342COG8P16T-EHumanEsophagusESCC2.53e-141.82e-010.1153
84342COG8P17T-EHumanEsophagusESCC2.20e-062.38e-010.1278
84342COG8P19T-EHumanEsophagusESCC1.78e-022.19e-010.1662
84342COG8P20T-EHumanEsophagusESCC1.00e-122.25e-010.1124
84342COG8P21T-EHumanEsophagusESCC8.28e-122.11e-010.1617
84342COG8P22T-EHumanEsophagusESCC7.82e-132.45e-010.1236
84342COG8P23T-EHumanEsophagusESCC5.51e-225.06e-010.108
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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:00068914EsophagusESCCintra-Golgi vesicle-mediated transport26/855233/187231.06e-047.43e-0426
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:00068913Oral cavityOSCCintra-Golgi vesicle-mediated transport23/730533/187233.47e-042.12e-0323
GO:004819316Oral cavityLPGolgi vesicle transport141/4623296/187236.11e-181.06e-15141
GO:000689111Oral cavityLPintra-Golgi vesicle-mediated transport16/462333/187232.59e-031.83e-0216
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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
COG8SNVMissense_Mutationc.820A>Tp.Thr274Serp.T274SQ96MW5protein_codingdeleterious(0.04)possibly_damaging(0.9)TCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
COG8insertionFrame_Shift_Insnovelc.1220_1221insAp.Thr408HisfsTer3p.T408Hfs*3Q96MW5protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
COG8insertionFrame_Shift_Insnovelc.1218_1219insATTGAGAAGCTCTGGCCAGTTGCCCTTCATGGGACCTAp.Gly407IlefsTer13p.G407Ifs*13Q96MW5protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
COG8insertionFrame_Shift_Insnovelc.821_822insGCTGTCTCCAAGTp.Ile275LeufsTer14p.I275Lfs*14Q96MW5protein_codingTCGA-AN-A0FX-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
COG8deletionFrame_Shift_Delnovelc.1376delAp.Gln459ArgfsTer3p.Q459Rfs*3Q96MW5protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
COG8SNVMissense_Mutationrs749837571c.752G>Ap.Arg251Glnp.R251QQ96MW5protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COG8SNVMissense_Mutationc.296G>Ap.Arg99Hisp.R99HQ96MW5protein_codingtolerated(0.12)benign(0.01)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COG8insertionFrame_Shift_Insnovelc.1192_1193insGAATGp.Met398ArgfsTer35p.M398Rfs*35Q96MW5protein_codingTCGA-DS-A1OD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
COG8SNVMissense_Mutationnovelc.1223C>Ap.Thr408Asnp.T408NQ96MW5protein_codingtolerated(0.35)benign(0.014)TCGA-AA-3947-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
COG8SNVMissense_Mutationc.1045T>Cp.Cys349Argp.C349RQ96MW5protein_codingdeleterious(0)probably_damaging(0.985)TCGA-AZ-6598-01Colorectumcolon 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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