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: UQCC1

Gene summary for UQCC1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UQCC1

Gene ID

55245

Gene nameubiquinol-cytochrome c reductase complex assembly factor 1
Gene AliasBFZB
Cytomap20q11.22
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q9NVA1


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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
55245UQCC1P22T-EHumanEsophagusESCC2.29e-121.84e-010.1236
55245UQCC1P23T-EHumanEsophagusESCC4.09e-173.47e-010.108
55245UQCC1P24T-EHumanEsophagusESCC1.80e-041.85e-010.1287
55245UQCC1P26T-EHumanEsophagusESCC2.71e-254.26e-010.1276
55245UQCC1P27T-EHumanEsophagusESCC2.19e-038.29e-020.1055
55245UQCC1P28T-EHumanEsophagusESCC8.74e-061.36e-010.1149
55245UQCC1P30T-EHumanEsophagusESCC1.21e-092.90e-010.137
55245UQCC1P31T-EHumanEsophagusESCC1.54e-142.22e-010.1251
55245UQCC1P32T-EHumanEsophagusESCC2.54e-234.51e-010.1666
55245UQCC1P36T-EHumanEsophagusESCC2.85e-082.48e-010.1187
55245UQCC1P37T-EHumanEsophagusESCC4.79e-111.40e-010.1371
55245UQCC1P39T-EHumanEsophagusESCC4.94e-042.44e-020.0894
55245UQCC1P42T-EHumanEsophagusESCC1.01e-041.32e-010.1175
55245UQCC1P44T-EHumanEsophagusESCC2.80e-038.48e-020.1096
55245UQCC1P47T-EHumanEsophagusESCC4.85e-099.63e-020.1067
55245UQCC1P48T-EHumanEsophagusESCC3.24e-081.56e-010.0959
55245UQCC1P49T-EHumanEsophagusESCC1.58e-044.09e-010.1768
55245UQCC1P52T-EHumanEsophagusESCC1.41e-112.05e-010.1555
55245UQCC1P54T-EHumanEsophagusESCC6.63e-071.50e-010.0975
55245UQCC1P56T-EHumanEsophagusESCC5.78e-055.13e-010.1613
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
EndometriumThe 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.AEH: Atypical endometrial hyperplasia
EEC: Endometrioid Cancer
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:003310815EndometriumEECmitochondrial respiratory chain complex assembly31/216893/187232.46e-081.45e-0631
GO:0033108110EsophagusESCCmitochondrial respiratory chain complex assembly83/855293/187239.56e-191.05e-1683
GO:001700413EsophagusESCCcytochrome complex assembly34/855236/187235.08e-101.31e-0834
GO:003310818Oral cavityOSCCmitochondrial respiratory chain complex assembly75/730593/187232.17e-161.68e-1475
GO:00170043Oral cavityOSCCcytochrome complex assembly31/730536/187237.28e-091.53e-0731
GO:003310819Oral cavityLPmitochondrial respiratory chain complex assembly63/462393/187232.24e-184.13e-1663
GO:001700412Oral cavityLPcytochrome complex assembly25/462336/187231.93e-087.11e-0725
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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
UQCC1SNVMissense_Mutationc.522C>Gp.Ile174Metp.I174MQ9NVA1protein_codingtolerated(0.2)benign(0.315)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
UQCC1SNVMissense_Mutationc.842N>Cp.Lys281Thrp.K281TQ9NVA1protein_codingtolerated(0.14)benign(0.338)TCGA-BH-A0AW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinSD
UQCC1insertionFrame_Shift_Insnovelc.782_783insTGTTCAGGCCAAGATACAGCCAGCCAGGCCTGTCGTCTGGp.Met262ValfsTer84p.M262Vfs*84Q9NVA1protein_codingTCGA-B6-A0IA-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
UQCC1SNVMissense_Mutationc.607N>Ap.Leu203Ilep.L203IQ9NVA1protein_codingtolerated(0.39)benign(0.003)TCGA-A6-2686-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
UQCC1SNVMissense_Mutationc.614N>Tp.Thr205Ilep.T205IQ9NVA1protein_codingdeleterious(0)benign(0.173)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
UQCC1SNVMissense_Mutationnovelc.624C>Ap.Phe208Leup.F208LQ9NVA1protein_codingdeleterious(0.04)possibly_damaging(0.682)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
UQCC1SNVMissense_Mutationrs765250406c.559N>Ap.Gly187Serp.G187SQ9NVA1protein_codingtolerated(0.27)benign(0.023)TCGA-D5-6530-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
UQCC1SNVMissense_Mutationc.361N>Cp.Tyr121Hisp.Y121HQ9NVA1protein_codingdeleterious(0)probably_damaging(0.994)TCGA-D5-6534-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
UQCC1SNVMissense_Mutationnovelc.624C>Ap.Phe208Leup.F208LQ9NVA1protein_codingdeleterious(0.04)possibly_damaging(0.682)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
UQCC1SNVMissense_Mutationnovelc.683N>Tp.Ala228Valp.A228VQ9NVA1protein_codingdeleterious(0)possibly_damaging(0.677)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<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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