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: COQ7

Gene summary for COQ7

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COQ7

Gene ID

10229

Gene namecoenzyme Q7, hydroxylase
Gene AliasCAT5
Cytomap16p12.3
Gene Typeprotein-coding
GO ID

GO:0006743

UniProtAcc

Q99807


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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
10229COQ7LZE4THumanEsophagusESCC4.43e-072.12e-010.0811
10229COQ7LZE7THumanEsophagusESCC2.56e-052.52e-010.0667
10229COQ7LZE20THumanEsophagusESCC8.28e-083.12e-010.0662
10229COQ7LZE24THumanEsophagusESCC2.28e-112.10e-010.0596
10229COQ7LZE21THumanEsophagusESCC1.35e-052.05e-010.0655
10229COQ7P1T-EHumanEsophagusESCC1.04e-165.93e-010.0875
10229COQ7P2T-EHumanEsophagusESCC2.71e-387.18e-010.1177
10229COQ7P4T-EHumanEsophagusESCC2.69e-173.49e-010.1323
10229COQ7P5T-EHumanEsophagusESCC5.86e-122.24e-010.1327
10229COQ7P8T-EHumanEsophagusESCC6.04e-193.05e-010.0889
10229COQ7P9T-EHumanEsophagusESCC2.67e-121.98e-010.1131
10229COQ7P10T-EHumanEsophagusESCC3.55e-131.72e-010.116
10229COQ7P11T-EHumanEsophagusESCC1.22e-032.59e-010.1426
10229COQ7P12T-EHumanEsophagusESCC2.03e-295.25e-010.1122
10229COQ7P15T-EHumanEsophagusESCC2.22e-153.22e-010.1149
10229COQ7P16T-EHumanEsophagusESCC7.90e-345.16e-010.1153
10229COQ7P17T-EHumanEsophagusESCC4.05e-032.20e-010.1278
10229COQ7P20T-EHumanEsophagusESCC7.50e-245.95e-010.1124
10229COQ7P21T-EHumanEsophagusESCC9.64e-262.68e-010.1617
10229COQ7P22T-EHumanEsophagusESCC3.96e-214.29e-010.1236
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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:000756820EsophagusESCCaging201/8552339/187232.64e-073.94e-06201
GO:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:200037718EsophagusESCCregulation of reactive oxygen species metabolic process100/8552157/187233.87e-064.17e-05100
GO:00067432EsophagusESCCubiquinone metabolic process17/855219/187239.02e-056.50e-0417
GO:007259318EsophagusESCCreactive oxygen species metabolic process137/8552239/187231.82e-041.16e-03137
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:000756818Oral cavityOSCCaging194/7305339/187236.18e-122.33e-10194
GO:19016613Oral cavityOSCCquinone metabolic process32/730540/187231.40e-072.34e-0632
GO:200037716Oral cavityOSCCregulation of reactive oxygen species metabolic process92/7305157/187234.96e-077.27e-0692
GO:00421804Oral cavityOSCCcellular ketone metabolic process111/7305211/187233.94e-053.45e-04111
GO:0006743Oral cavityOSCCubiquinone metabolic process16/730519/187237.05e-055.60e-0416
GO:007259316Oral cavityOSCCreactive oxygen species metabolic process122/7305239/187239.73e-057.34e-04122
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:000756819Oral cavityLPaging125/4623339/187233.29e-079.62e-06125
GO:200037717Oral cavityLPregulation of reactive oxygen species metabolic process67/4623157/187235.54e-071.51e-0567
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
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
COQ7SNVMissense_Mutationrs188968280c.629N>Tp.Ala210Valp.A210VQ99807protein_codingdeleterious(0)probably_damaging(0.972)TCGA-AR-A254-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelSD
COQ7SNVMissense_Mutationc.647G>Cp.Arg216Thrp.R216TQ99807protein_codingdeleterious(0.01)probably_damaging(0.992)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
COQ7SNVMissense_Mutationrs201474239c.592N>Ap.Val198Ilep.V198IQ99807protein_codingtolerated(0.45)benign(0.003)TCGA-A6-6653-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
COQ7SNVMissense_Mutationrs373106255c.325A>Cp.Thr109Prop.T109PQ99807protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AA-3710-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
COQ7SNVMissense_Mutationrs753589660c.464C>Tp.Thr155Metp.T155MQ99807protein_codingtolerated(0.1)benign(0.017)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
COQ7SNVMissense_Mutationrs777014954c.419N>Tp.Ala140Valp.A140VQ99807protein_codingdeleterious(0)possibly_damaging(0.54)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
COQ7SNVMissense_Mutationrs763957708c.379N>Ap.Ala127Thrp.A127TQ99807protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
COQ7SNVMissense_Mutationrs749629099c.523N>Tp.Arg175Trpp.R175WQ99807protein_codingdeleterious(0.01)probably_damaging(1)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
COQ7SNVMissense_Mutationnovelc.590C>Tp.Ala197Valp.A197VQ99807protein_codingtolerated(0.27)benign(0.005)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COQ7SNVMissense_Mutationrs201819287c.178N>Ap.Glu60Lysp.E60KQ99807protein_codingdeleterious(0)probably_damaging(1)TCGA-AX-A0J1-01Endometriumuterine 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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