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: COQ6

Gene summary for COQ6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COQ6

Gene ID

51004

Gene namecoenzyme Q6, monooxygenase
Gene AliasCGI-10
Cytomap14q24.3
Gene Typeprotein-coding
GO ID

GO:0006743

UniProtAcc

Q9Y2Z9


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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
51004COQ6P21T-EHumanEsophagusESCC1.53e-193.25e-010.1617
51004COQ6P22T-EHumanEsophagusESCC9.67e-182.82e-010.1236
51004COQ6P23T-EHumanEsophagusESCC6.06e-133.88e-010.108
51004COQ6P24T-EHumanEsophagusESCC6.62e-204.25e-010.1287
51004COQ6P26T-EHumanEsophagusESCC2.13e-273.85e-010.1276
51004COQ6P27T-EHumanEsophagusESCC7.73e-335.49e-010.1055
51004COQ6P28T-EHumanEsophagusESCC7.46e-203.30e-010.1149
51004COQ6P30T-EHumanEsophagusESCC9.26e-205.34e-010.137
51004COQ6P31T-EHumanEsophagusESCC2.39e-243.81e-010.1251
51004COQ6P32T-EHumanEsophagusESCC3.89e-122.12e-010.1666
51004COQ6P36T-EHumanEsophagusESCC9.95e-093.13e-010.1187
51004COQ6P37T-EHumanEsophagusESCC5.91e-153.32e-010.1371
51004COQ6P38T-EHumanEsophagusESCC1.21e-103.86e-010.127
51004COQ6P39T-EHumanEsophagusESCC9.20e-061.22e-010.0894
51004COQ6P40T-EHumanEsophagusESCC1.65e-052.08e-010.109
51004COQ6P42T-EHumanEsophagusESCC5.77e-122.80e-010.1175
51004COQ6P44T-EHumanEsophagusESCC1.57e-113.26e-010.1096
51004COQ6P47T-EHumanEsophagusESCC1.97e-101.83e-010.1067
51004COQ6P48T-EHumanEsophagusESCC9.35e-101.51e-010.0959
51004COQ6P49T-EHumanEsophagusESCC1.92e-161.26e+000.1768
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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:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:00067432EsophagusESCCubiquinone metabolic process17/855219/187239.02e-056.50e-0417
GO:00067442EsophagusESCCubiquinone biosynthetic process15/855217/187233.48e-042.03e-0315
GO:19016632EsophagusESCCquinone biosynthetic process15/855217/187233.48e-042.03e-0315
GO:00421805EsophagusESCCcellular ketone metabolic process120/8552211/187236.70e-043.55e-03120
GO:19016613Oral cavityOSCCquinone metabolic process32/730540/187231.40e-072.34e-0632
GO:00421804Oral cavityOSCCcellular ketone metabolic process111/7305211/187233.94e-053.45e-04111
GO:0006743Oral cavityOSCCubiquinone metabolic process16/730519/187237.05e-055.60e-0416
GO:0006744Oral cavityOSCCubiquinone biosynthetic process14/730517/187233.31e-042.04e-0314
GO:1901663Oral cavityOSCCquinone biosynthetic process14/730517/187233.31e-042.04e-0314
GO:0042181Oral cavityOSCCketone biosynthetic process26/730543/187233.55e-031.49e-0226
GO:190166111Oral cavityLPquinone metabolic process24/462340/187232.17e-064.85e-0524
GO:00067441Oral cavityLPubiquinone biosynthetic process10/462317/187232.80e-031.95e-0210
GO:19016631Oral cavityLPquinone biosynthetic process10/462317/187232.80e-031.95e-0210
GO:004218012Oral cavityLPcellular ketone metabolic process70/4623211/187233.29e-032.21e-0270
GO:00421811Oral cavityLPketone biosynthetic process19/462343/187234.04e-032.61e-0219
GO:00067431Oral cavityLPubiquinone metabolic process10/462319/187238.09e-034.40e-0210
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa012405EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa0124012EsophagusESCCBiosynthesis of cofactors97/4205153/84653.88e-041.35e-036.94e-0497
hsa012404Oral cavityOSCCBiosynthesis of cofactors88/3704153/84653.84e-041.20e-036.12e-0488
hsa0124011Oral cavityOSCCBiosynthesis of cofactors88/3704153/84653.84e-041.20e-036.12e-0488
hsa001302Oral cavityLPUbiquinone and other terpenoid-quinone biosynthesis8/241811/84653.03e-031.29e-028.35e-038
hsa0124021Oral cavityLPBiosynthesis of cofactors57/2418153/84651.17e-023.91e-022.52e-0257
hsa001303Oral cavityLPUbiquinone and other terpenoid-quinone biosynthesis8/241811/84653.03e-031.29e-028.35e-038
hsa0124031Oral cavityLPBiosynthesis of cofactors57/2418153/84651.17e-023.91e-022.52e-0257
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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
COQ6SNVMissense_Mutationc.671G>Ap.Ser224Asnp.S224NQ9Y2Z9protein_codingtolerated(0.28)benign(0.024)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
COQ6SNVMissense_Mutationrs759954362c.1033C>Ap.Leu345Metp.L345MQ9Y2Z9protein_codingtolerated(0.41)benign(0.003)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
COQ6SNVMissense_Mutationc.385A>Tp.Ile129Leup.I129LQ9Y2Z9protein_codingdeleterious(0)benign(0.241)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
COQ6insertionFrame_Shift_Insnovelc.1114_1115insGCTTTGGTTACAAACAAGGTTTCTTTATTGAATTTTTAp.His372ArgfsTer45p.H372Rfs*45Q9Y2Z9protein_codingTCGA-A8-A07U-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapy5-fluorouracilSD
COQ6insertionIn_Frame_Insnovelc.1300_1301insCCTCGGGTGGCGCTCp.Tyr434delinsSerSerGlyGlyAlaHisp.Y434delinsSSGGAHQ9Y2Z9protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
COQ6deletionFrame_Shift_Delnovelc.1340delNp.Gly448AlafsTer32p.G448Afs*32Q9Y2Z9protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
COQ6SNVMissense_Mutationrs377529207c.367G>Ap.Ala123Thrp.A123TQ9Y2Z9protein_codingdeleterious(0.05)benign(0.044)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COQ6SNVMissense_Mutationnovelc.1267N>Gp.Leu423Valp.L423VQ9Y2Z9protein_codingtolerated(0.72)benign(0.145)TCGA-VS-A9UM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COQ6SNVMissense_Mutationnovelc.1268N>Cp.Leu423Prop.L423PQ9Y2Z9protein_codingdeleterious(0)possibly_damaging(0.516)TCGA-AA-3956-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
COQ6SNVMissense_Mutationrs765468843c.535N>Tp.Pro179Serp.P179SQ9Y2Z9protein_codingtolerated(0.29)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=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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