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: UQCC3

Gene summary for UQCC3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UQCC3

Gene ID

790955

Gene nameubiquinol-cytochrome c reductase complex assembly factor 3
Gene AliasC11orf83
Cytomap11q12.3
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

Q6UW78


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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
790955UQCC3LZE2THumanEsophagusESCC6.79e-067.95e-010.082
790955UQCC3LZE4THumanEsophagusESCC1.19e-112.97e-010.0811
790955UQCC3LZE5THumanEsophagusESCC1.64e-096.82e-010.0514
790955UQCC3LZE7THumanEsophagusESCC1.10e-095.77e-010.0667
790955UQCC3LZE8THumanEsophagusESCC8.30e-114.25e-010.067
790955UQCC3LZE20THumanEsophagusESCC9.35e-083.47e-010.0662
790955UQCC3LZE22D1HumanEsophagusHGIN6.33e-073.54e-010.0595
790955UQCC3LZE22THumanEsophagusESCC7.21e-168.82e-010.068
790955UQCC3LZE24THumanEsophagusESCC6.82e-349.50e-010.0596
790955UQCC3LZE21THumanEsophagusESCC1.66e-034.32e-010.0655
790955UQCC3LZE6THumanEsophagusESCC2.30e-107.11e-010.0845
790955UQCC3P1T-EHumanEsophagusESCC3.32e-155.07e-010.0875
790955UQCC3P2T-EHumanEsophagusESCC5.08e-306.36e-010.1177
790955UQCC3P4T-EHumanEsophagusESCC3.62e-561.54e+000.1323
790955UQCC3P5T-EHumanEsophagusESCC4.94e-491.03e+000.1327
790955UQCC3P8T-EHumanEsophagusESCC1.72e-521.00e+000.0889
790955UQCC3P9T-EHumanEsophagusESCC5.81e-275.77e-010.1131
790955UQCC3P10T-EHumanEsophagusESCC4.73e-193.49e-010.116
790955UQCC3P11T-EHumanEsophagusESCC1.60e-207.49e-010.1426
790955UQCC3P12T-EHumanEsophagusESCC8.17e-408.04e-010.1122
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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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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:000611920EsophagusHGINoxidative phosphorylation69/2587141/187231.37e-232.05e-2069
GO:000906020EsophagusHGINaerobic respiration81/2587189/187231.07e-229.26e-2081
GO:004603427EsophagusHGINATP metabolic process101/2587277/187231.53e-211.02e-18101
GO:000609120EsophagusHGINgeneration of precursor metabolites and energy145/2587490/187233.41e-202.04e-17145
GO:004533320EsophagusHGINcellular respiration86/2587230/187232.41e-191.20e-1686
GO:001598020EsophagusHGINenergy derivation by oxidation of organic compounds105/2587318/187231.16e-184.99e-16105
GO:004277320EsophagusHGINATP synthesis coupled electron transport49/258795/187232.21e-187.36e-1649
GO:004277520EsophagusHGINmitochondrial ATP synthesis coupled electron transport49/258795/187232.21e-187.36e-1649
GO:003310820EsophagusHGINmitochondrial respiratory chain complex assembly47/258793/187233.15e-178.60e-1547
GO:002290420EsophagusHGINrespiratory electron transport chain51/2587114/187239.63e-162.41e-1351
GO:001964620EsophagusHGINaerobic electron transport chain43/258787/187231.98e-154.41e-1343
GO:002290020EsophagusHGINelectron transport chain66/2587175/187232.21e-154.73e-1366
GO:000914419EsophagusHGINpurine nucleoside triphosphate metabolic process36/258788/187233.49e-103.05e-0836
GO:000914518EsophagusHGINpurine nucleoside triphosphate biosynthetic process31/258769/187233.51e-103.05e-0831
GO:000920618EsophagusHGINpurine ribonucleoside triphosphate biosynthetic process30/258768/187231.16e-099.27e-0830
GO:000920518EsophagusHGINpurine ribonucleoside triphosphate metabolic process33/258782/187233.10e-092.27e-0733
GO:000675417EsophagusHGINATP biosynthetic process26/258757/187236.19e-094.04e-0726
GO:000920117EsophagusHGINribonucleoside triphosphate biosynthetic process30/258774/187231.30e-088.15e-0730
GO:000914120EsophagusHGINnucleoside triphosphate metabolic process39/2587112/187231.56e-089.53e-0739
GO:000919917EsophagusHGINribonucleoside triphosphate metabolic process33/258789/187233.42e-081.97e-0633
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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
UQCC3SNVMissense_Mutationc.109G>Ap.Glu37Lysp.E37KQ6UW78protein_codingtolerated(0.18)benign(0.08)TCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
UQCC3insertionFrame_Shift_Insnovelc.111_112insCCp.Met38ProfsTer3p.M38Pfs*3Q6UW78protein_codingTCGA-DS-A1OC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapygemcitabineSD
UQCC3SNVMissense_Mutationc.184G>Ap.Ala62Thrp.A62TQ6UW78protein_codingtolerated(0.08)benign(0.168)TCGA-AA-A02K-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolinicPD
UQCC3SNVMissense_Mutationc.109G>Ap.Glu37Lysp.E37KQ6UW78protein_codingtolerated(0.18)benign(0.08)TCGA-H7-8502-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapyunknownSD
UQCC3insertionNonsense_Mutationnovelc.111_112insCCATAGp.Glu37_Met38insProTerp.E37_M38insP*Q6UW78protein_codingTCGA-H7-8502-01Oral cavityhead & neck squamous cell carcinomaMale<65I/IIChemotherapyunknownSD
UQCC3SNVMissense_Mutationc.205N>Gp.Thr69Alap.T69AQ6UW78protein_codingtolerated(0.69)benign(0)TCGA-CG-5721-01Stomachstomach adenocarcinomaMale<65III/IVUnknownUnknownSD
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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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