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: UQCRHL

Gene summary for UQCRHL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

UQCRHL

Gene ID

440567

Gene nameubiquinol-cytochrome c reductase hinge protein like
Gene AliashCG25371
Cytomap1p36.21
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

A0A096LP55


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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
440567UQCRHLGSM6177620_NYU_UCEC1_lib1_lib1HumanEndometriumEEC5.36e-155.88e-01-0.1869
440567UQCRHLGSM6177620_NYU_UCEC1_lib2_lib2HumanEndometriumEEC4.10e-095.00e-01-0.1875
440567UQCRHLGSM6177620_NYU_UCEC1_lib3_lib3HumanEndometriumEEC1.02e-125.14e-01-0.1883
440567UQCRHLGSM6177622_NYU_UCEC3_lib1_lib1HumanEndometriumEEC4.11e-063.10e-01-0.1917
440567UQCRHLP1T-EHumanEsophagusESCC9.42e-083.65e-010.0875
440567UQCRHLP2T-EHumanEsophagusESCC3.94e-031.15e-010.1177
440567UQCRHLP4T-EHumanEsophagusESCC4.69e-052.38e-010.1323
440567UQCRHLP5T-EHumanEsophagusESCC1.09e-153.12e-010.1327
440567UQCRHLP8T-EHumanEsophagusESCC4.57e-021.16e-010.0889
440567UQCRHLP9T-EHumanEsophagusESCC7.61e-071.32e-010.1131
440567UQCRHLP10T-EHumanEsophagusESCC1.02e-091.40e-010.116
440567UQCRHLP11T-EHumanEsophagusESCC3.17e-052.06e-010.1426
440567UQCRHLP15T-EHumanEsophagusESCC1.89e-051.75e-010.1149
440567UQCRHLP20T-EHumanEsophagusESCC2.31e-041.92e-010.1124
440567UQCRHLP21T-EHumanEsophagusESCC5.90e-204.41e-010.1617
440567UQCRHLP22T-EHumanEsophagusESCC2.01e-021.11e-010.1236
440567UQCRHLP23T-EHumanEsophagusESCC1.73e-062.60e-010.108
440567UQCRHLP24T-EHumanEsophagusESCC2.71e-051.19e-010.1287
440567UQCRHLP26T-EHumanEsophagusESCC1.77e-061.50e-010.1276
440567UQCRHLP27T-EHumanEsophagusESCC1.11e-071.81e-010.1055
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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
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
∗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:0042773110EsophagusESCCATP synthesis coupled electron transport74/855295/187231.28e-103.77e-0974
GO:0042775110EsophagusESCCmitochondrial ATP synthesis coupled electron transport74/855295/187231.28e-103.77e-0974
GO:0019646110EsophagusESCCaerobic electron transport chain67/855287/187232.30e-095.14e-0867
GO:0006122110EsophagusESCCmitochondrial electron transport, ubiquinol to cytochrome c10/855211/187232.54e-031.08e-0210
GO:000609112LiverCirrhoticgeneration of precursor metabolites and energy238/4634490/187236.85e-311.07e-27238
GO:002290012LiverCirrhoticelectron transport chain111/4634175/187231.94e-271.52e-24111
GO:004603412LiverCirrhoticATP metabolic process144/4634277/187231.04e-225.02e-20144
GO:00427737LiverCirrhoticATP synthesis coupled electron transport69/463495/187231.12e-225.02e-2069
GO:00427757LiverCirrhoticmitochondrial ATP synthesis coupled electron transport69/463495/187231.12e-225.02e-2069
GO:00090607LiverCirrhoticaerobic respiration109/4634189/187233.88e-221.62e-19109
GO:00229047LiverCirrhoticrespiratory electron transport chain77/4634114/187235.84e-222.29e-1977
GO:00196467LiverCirrhoticaerobic electron transport chain63/463487/187231.04e-203.43e-1863
GO:00453337LiverCirrhoticcellular respiration122/4634230/187232.15e-206.43e-18122
GO:001598012LiverCirrhoticenergy derivation by oxidation of organic compounds154/4634318/187233.11e-208.87e-18154
GO:00061197LiverCirrhoticoxidative phosphorylation86/4634141/187236.08e-201.66e-1786
GO:00061227LiverCirrhoticmitochondrial electron transport, ubiquinol to cytochrome c10/463411/187237.30e-061.13e-0410
GO:000609122LiverHCCgeneration of precursor metabolites and energy340/7958490/187234.04e-342.85e-31340
GO:000906012LiverHCCaerobic respiration147/7958189/187233.13e-236.61e-21147
GO:004533312LiverHCCcellular respiration171/7958230/187236.35e-231.26e-20171
GO:004603422LiverHCCATP metabolic process198/7958277/187238.30e-231.55e-20198
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05014210EsophagusESCCAmyotrophic lateral sclerosis266/4205364/84651.31e-202.20e-181.13e-18266
hsa05016210EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa05012211EsophagusESCCParkinson disease201/4205266/84651.56e-188.72e-174.46e-17201
hsa05208211EsophagusESCCChemical carcinogenesis - reactive oxygen species168/4205223/84651.83e-156.81e-143.49e-14168
hsa05022210EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa05010210EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa04932210EsophagusESCCNon-alcoholic fatty liver disease122/4205155/84655.69e-141.59e-128.14e-13122
hsa05020210EsophagusESCCPrion disease193/4205273/84656.42e-131.34e-116.89e-12193
hsa00190210EsophagusESCCOxidative phosphorylation104/4205134/84652.04e-112.98e-101.53e-10104
hsa05415211EsophagusESCCDiabetic cardiomyopathy146/4205203/84655.81e-117.78e-103.99e-10146
hsa04714211EsophagusESCCThermogenesis163/4205232/84659.22e-111.14e-095.86e-10163
hsa0501438EsophagusESCCAmyotrophic lateral sclerosis266/4205364/84651.31e-202.20e-181.13e-18266
hsa0501638EsophagusESCCHuntington disease226/4205306/84651.38e-188.72e-174.46e-17226
hsa05012310EsophagusESCCParkinson disease201/4205266/84651.56e-188.72e-174.46e-17201
hsa05208310EsophagusESCCChemical carcinogenesis - reactive oxygen species168/4205223/84651.83e-156.81e-143.49e-14168
hsa0502238EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501038EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa0493238EsophagusESCCNon-alcoholic fatty liver disease122/4205155/84655.69e-141.59e-128.14e-13122
hsa0502038EsophagusESCCPrion disease193/4205273/84656.42e-131.34e-116.89e-12193
hsa0019038EsophagusESCCOxidative phosphorylation104/4205134/84652.04e-112.98e-101.53e-10104
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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
UQCRHLSNVMissense_Mutationnovelc.13N>Ap.Asp5Asnp.D5NA0A096LP55protein_codingtolerated(0.12)benign(0.1)TCGA-EK-A3GK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
UQCRHLSNVMissense_Mutationnovelc.176C>Gp.Ser59Cysp.S59CA0A096LP55protein_codingdeleterious(0)probably_damaging(0.998)TCGA-VS-A950-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
UQCRHLSNVMissense_Mutationrs774153442c.244N>Ap.Val82Metp.V82MA0A096LP55protein_codingtolerated(0.06)benign(0.037)TCGA-A5-A0G9-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UQCRHLSNVMissense_Mutationnovelc.195G>Tp.Glu65Aspp.E65DA0A096LP55protein_codingdeleterious(0)probably_damaging(0.99)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
UQCRHLSNVMissense_Mutationrs780112142c.179N>Ap.Arg60Glnp.R60QA0A096LP55protein_codingtolerated(0.06)benign(0.01)TCGA-B5-A1MR-01Endometriumuterine corpus endometrioid carcinomaFemale>=65III/IVUnknownUnknownSD
UQCRHLSNVMissense_Mutationrs764654397c.34G>Ap.Glu12Lysp.E12KA0A096LP55protein_codingtolerated(0.88)benign(0.035)TCGA-EO-A22X-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnspecificCarboplatinComplete Response
UQCRHLSNVMissense_Mutationnovelc.86N>Ap.Pro29Hisp.P29HA0A096LP55protein_codingdeleterious(0)probably_damaging(0.999)TCGA-EO-A3KX-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
UQCRHLinsertionNonsense_Mutationnovelc.31_32insAATAAGAAACAAATGGTACATp.Thr11delinsLysTerGluThrAsnGlyThrSerp.T11delinsK*ETNGTSA0A096LP55protein_codingTCGA-BS-A0UJ-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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