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: COQ3

Gene summary for COQ3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COQ3

Gene ID

51805

Gene namecoenzyme Q3, methyltransferase
Gene AliasDHHBMT
Cytomap6q16.2
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

Q9NZJ6


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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
51805COQ3LZE24THumanEsophagusESCC7.65e-051.25e-010.0596
51805COQ3P2T-EHumanEsophagusESCC7.52e-232.97e-010.1177
51805COQ3P4T-EHumanEsophagusESCC1.01e-265.53e-010.1323
51805COQ3P5T-EHumanEsophagusESCC4.40e-091.48e-010.1327
51805COQ3P8T-EHumanEsophagusESCC2.03e-091.96e-010.0889
51805COQ3P9T-EHumanEsophagusESCC3.05e-031.05e-010.1131
51805COQ3P10T-EHumanEsophagusESCC9.35e-101.91e-010.116
51805COQ3P11T-EHumanEsophagusESCC3.25e-052.05e-010.1426
51805COQ3P12T-EHumanEsophagusESCC9.74e-223.35e-010.1122
51805COQ3P15T-EHumanEsophagusESCC4.01e-112.72e-010.1149
51805COQ3P16T-EHumanEsophagusESCC9.74e-223.57e-010.1153
51805COQ3P19T-EHumanEsophagusESCC3.75e-074.46e-010.1662
51805COQ3P20T-EHumanEsophagusESCC4.38e-081.79e-010.1124
51805COQ3P21T-EHumanEsophagusESCC3.19e-235.01e-010.1617
51805COQ3P22T-EHumanEsophagusESCC6.56e-152.63e-010.1236
51805COQ3P23T-EHumanEsophagusESCC4.70e-204.32e-010.108
51805COQ3P24T-EHumanEsophagusESCC1.97e-102.12e-010.1287
51805COQ3P26T-EHumanEsophagusESCC5.30e-213.20e-010.1276
51805COQ3P27T-EHumanEsophagusESCC5.68e-243.78e-010.1055
51805COQ3P28T-EHumanEsophagusESCC3.52e-193.41e-010.1149
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00322592EsophagusESCCmethylation222/8552364/187232.26e-095.09e-08222
GO:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00067432EsophagusESCCubiquinone metabolic process17/855219/187239.02e-056.50e-0417
GO:00442626EsophagusESCCcellular carbohydrate metabolic process160/8552283/187231.43e-049.66e-04160
GO:00620129EsophagusESCCregulation of small molecule metabolic process184/8552334/187233.11e-041.85e-03184
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:00060667Oral cavityOSCCalcohol metabolic process179/7305353/187234.54e-065.21e-05179
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:00322591Oral cavityOSCCmethylation168/7305364/187233.03e-031.31e-02168
GO:00620128Oral cavityOSCCregulation of small molecule metabolic process155/7305334/187233.30e-031.41e-02155
GO:0042181Oral cavityOSCCketone biosynthetic process26/730543/187233.55e-031.49e-0226
GO:00442625Oral cavityOSCCcellular carbohydrate metabolic process130/7305283/187239.98e-033.49e-02130
GO:190166111Oral cavityLPquinone metabolic process24/462340/187232.17e-064.85e-0524
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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
hsa00130Oral cavityOSCCUbiquinone and other terpenoid-quinone biosynthesis9/370411/84651.19e-022.62e-021.33e-029
hsa0124011Oral cavityOSCCBiosynthesis of cofactors88/3704153/84653.84e-041.20e-036.12e-0488
hsa001301Oral cavityOSCCUbiquinone and other terpenoid-quinone biosynthesis9/370411/84651.19e-022.62e-021.33e-029
hsa0124021Oral cavityLPBiosynthesis of cofactors57/2418153/84651.17e-023.91e-022.52e-0257
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
COQ3SNVMissense_Mutationrs867068545c.998C>Tp.Ser333Phep.S333FQ9NZJ6protein_codingtolerated(0.1)possibly_damaging(0.547)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
COQ3SNVMissense_Mutationc.34N>Tp.Gly12Cysp.G12CQ9NZJ6protein_codingtolerated_low_confidence(0.15)benign(0.001)TCGA-D8-A1X9-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyadriamycin+cyclophosphamideSD
COQ3SNVMissense_Mutationc.1027N>Ap.Glu343Lysp.E343KQ9NZJ6protein_codingdeleterious_low_confidence(0.02)benign(0.275)TCGA-BI-A0VS-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
COQ3insertionFrame_Shift_Insnovelc.251dupTp.Tyr85ValfsTer12p.Y85Vfs*12Q9NZJ6protein_codingTCGA-EA-A5O9-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
COQ3SNVMissense_Mutationnovelc.590N>Ap.Arg197Lysp.R197KQ9NZJ6protein_codingtolerated(0.13)benign(0.147)TCGA-AA-3861-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
COQ3SNVMissense_Mutationc.808N>Gp.Ile270Valp.I270VQ9NZJ6protein_codingtolerated(0.23)benign(0.241)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
COQ3SNVMissense_Mutationc.883G>Ap.Glu295Lysp.E295KQ9NZJ6protein_codingtolerated(0.07)benign(0.417)TCGA-D5-6922-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
COQ3SNVMissense_Mutationrs375375802c.496N>Tp.Arg166Trpp.R166WQ9NZJ6protein_codingdeleterious(0)probably_damaging(1)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COQ3SNVMissense_Mutationc.653N>Tp.Ala218Valp.A218VQ9NZJ6protein_codingtolerated(0.16)possibly_damaging(0.759)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
COQ3SNVMissense_Mutationc.1104N>Tp.Lys368Asnp.K368NQ9NZJ6protein_codingdeleterious_low_confidence(0)possibly_damaging(0.521)TCGA-AP-A056-01Endometriumuterine corpus endometrioid carcinomaFemale<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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