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: COG6

Gene summary for COG6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COG6

Gene ID

57511

Gene namecomponent of oligomeric golgi complex 6
Gene AliasCDG2L
Cytomap13q14.11
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

A0A140VJG7


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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
57511COG6LZE4THumanEsophagusESCC2.71e-041.78e-010.0811
57511COG6LZE24THumanEsophagusESCC4.88e-031.05e-010.0596
57511COG6P2T-EHumanEsophagusESCC7.97e-192.11e-010.1177
57511COG6P4T-EHumanEsophagusESCC2.51e-081.85e-010.1323
57511COG6P8T-EHumanEsophagusESCC7.64e-192.83e-010.0889
57511COG6P9T-EHumanEsophagusESCC8.00e-061.18e-010.1131
57511COG6P10T-EHumanEsophagusESCC8.08e-173.08e-010.116
57511COG6P11T-EHumanEsophagusESCC2.36e-113.32e-010.1426
57511COG6P12T-EHumanEsophagusESCC2.06e-047.06e-020.1122
57511COG6P15T-EHumanEsophagusESCC2.88e-051.75e-010.1149
57511COG6P16T-EHumanEsophagusESCC1.51e-142.08e-010.1153
57511COG6P17T-EHumanEsophagusESCC1.63e-031.46e-010.1278
57511COG6P20T-EHumanEsophagusESCC1.85e-049.59e-020.1124
57511COG6P21T-EHumanEsophagusESCC5.30e-071.46e-010.1617
57511COG6P23T-EHumanEsophagusESCC5.38e-092.46e-010.108
57511COG6P24T-EHumanEsophagusESCC5.72e-041.54e-010.1287
57511COG6P26T-EHumanEsophagusESCC1.15e-132.56e-010.1276
57511COG6P27T-EHumanEsophagusESCC4.16e-102.00e-010.1055
57511COG6P28T-EHumanEsophagusESCC7.36e-051.15e-010.1149
57511COG6P30T-EHumanEsophagusESCC8.36e-113.59e-010.137
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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
∗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:00700854EsophagusESCCglycosylation144/8552240/187235.12e-065.38e-05144
GO:00068914EsophagusESCCintra-Golgi vesicle-mediated transport26/855233/187231.06e-047.43e-0426
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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
COG6SNVMissense_Mutationc.605N>Gp.Thr202Argp.T202RQ9Y2V7protein_codingdeleterious(0)possibly_damaging(0.717)TCGA-D8-A13Z-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicineSD
COG6deletionFrame_Shift_Delnovelc.1804delNp.Leu603PhefsTer2p.L603Ffs*2Q9Y2V7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
COG6SNVMissense_Mutationrs775668471c.361C>Tp.Arg121Cysp.R121CQ9Y2V7protein_codingdeleterious(0)probably_damaging(0.964)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COG6SNVMissense_Mutationnovelc.373G>Ap.Ala125Thrp.A125TQ9Y2V7protein_codingtolerated(0.8)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COG6SNVMissense_Mutationnovelc.911C>Tp.Pro304Leup.P304LQ9Y2V7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COG6SNVMissense_Mutationnovelc.1726N>Cp.Val576Leup.V576LQ9Y2V7protein_codingtolerated(0.33)benign(0.001)TCGA-VS-A8QC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelPD
COG6SNVMissense_Mutationrs780630711c.1562N>Ap.Arg521Hisp.R521HQ9Y2V7protein_codingdeleterious(0.03)benign(0.184)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
COG6SNVMissense_Mutationnovelc.1730N>Tp.Thr577Ilep.T577IQ9Y2V7protein_codingdeleterious(0.03)benign(0.023)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
COG6SNVMissense_Mutationc.803N>Cp.Glu268Alap.E268AQ9Y2V7protein_codingdeleterious(0.04)probably_damaging(0.997)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
COG6SNVMissense_Mutationc.433N>Gp.Lys145Glup.K145EQ9Y2V7protein_codingdeleterious(0.04)benign(0.005)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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