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: CBR3

Gene summary for CBR3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CBR3

Gene ID

874

Gene namecarbonyl reductase 3
Gene AliasHEL-S-25
Cytomap21q22.12
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

O75828


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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
874CBR3P16T-EHumanEsophagusESCC4.59e-039.13e-020.1153
874CBR3P17T-EHumanEsophagusESCC2.49e-036.14e-010.1278
874CBR3P19T-EHumanEsophagusESCC2.31e-045.09e-010.1662
874CBR3P20T-EHumanEsophagusESCC1.56e-114.38e-010.1124
874CBR3P21T-EHumanEsophagusESCC7.29e-184.90e-010.1617
874CBR3P22T-EHumanEsophagusESCC2.00e-389.29e-010.1236
874CBR3P23T-EHumanEsophagusESCC4.05e-042.49e-010.108
874CBR3P24T-EHumanEsophagusESCC1.92e-267.92e-010.1287
874CBR3P26T-EHumanEsophagusESCC1.16e-052.49e-010.1276
874CBR3P27T-EHumanEsophagusESCC6.05e-581.41e+000.1055
874CBR3P28T-EHumanEsophagusESCC6.60e-359.73e-010.1149
874CBR3P30T-EHumanEsophagusESCC3.17e-321.86e+000.137
874CBR3P31T-EHumanEsophagusESCC1.10e-032.55e-010.1251
874CBR3P32T-EHumanEsophagusESCC1.83e-061.12e-010.1666
874CBR3P36T-EHumanEsophagusESCC1.88e-126.77e-010.1187
874CBR3P37T-EHumanEsophagusESCC5.76e-042.53e-010.1371
874CBR3P39T-EHumanEsophagusESCC1.25e-401.35e+000.0894
874CBR3P40T-EHumanEsophagusESCC1.91e-237.95e-010.109
874CBR3P42T-EHumanEsophagusESCC2.59e-299.89e-010.1175
874CBR3P44T-EHumanEsophagusESCC8.63e-084.26e-010.1096
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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:19016614EsophagusHGINquinone metabolic process13/258740/187232.04e-032.13e-0213
GO:190166112EsophagusESCCquinone metabolic process34/855240/187233.00e-074.27e-0634
GO:000941020EsophagusESCCresponse to xenobiotic stimulus253/8552462/187234.55e-053.58e-04253
GO:00067661EsophagusESCCvitamin metabolic process67/8552106/187232.03e-041.28e-0367
GO:00421805EsophagusESCCcellular ketone metabolic process120/8552211/187236.70e-043.55e-03120
GO:00442827EsophagusESCCsmall molecule catabolic process201/8552376/187231.35e-036.41e-03201
GO:19016613Oral cavityOSCCquinone metabolic process32/730540/187231.40e-072.34e-0632
GO:00421804Oral cavityOSCCcellular ketone metabolic process111/7305211/187233.94e-053.45e-04111
GO:000941018Oral cavityOSCCresponse to xenobiotic stimulus222/7305462/187234.00e-053.48e-04222
GO:00442826Oral cavityOSCCsmall molecule catabolic process174/7305376/187232.25e-031.00e-02174
GO:190166111Oral cavityLPquinone metabolic process24/462340/187232.17e-064.85e-0524
GO:000941019Oral cavityLPresponse to xenobiotic stimulus141/4623462/187232.33e-031.68e-02141
GO:004218012Oral cavityLPcellular ketone metabolic process70/4623211/187233.29e-032.21e-0270
GO:0009410110SkincSCCresponse to xenobiotic stimulus151/4864462/187236.76e-044.82e-03151
GO:19016615SkincSCCquinone metabolic process18/486440/187237.10e-033.40e-0218
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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
CBR3SNVMissense_Mutationnovelc.51N>Gp.Ile17Metp.I17MO75828protein_codingdeleterious(0)probably_damaging(0.959)TCGA-C5-A2LZ-01Cervixcervical & endocervical cancerFemale>=65III/IVUnknownUnknownPD
CBR3SNVMissense_Mutationnovelc.125N>Ap.Arg42Glnp.R42QO75828protein_codingtolerated(0.05)benign(0.387)TCGA-MA-AA3Y-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CBR3SNVMissense_Mutationc.196N>Ap.Asp66Asnp.D66NO75828protein_codingtolerated(0.12)benign(0.087)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CBR3deletionFrame_Shift_Delc.249delGp.Leu84SerfsTer26p.L84Sfs*26O75828protein_codingTCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CBR3deletionFrame_Shift_Delc.342delNp.Phe116LeufsTer13p.F116Lfs*13O75828protein_codingTCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
CBR3SNVMissense_Mutationnovelc.473N>Gp.Phe158Cysp.F158CO75828protein_codingdeleterious(0)probably_damaging(0.972)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CBR3SNVMissense_Mutationrs369768555c.401G>Tp.Arg134Ilep.R134IO75828protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CBR3SNVMissense_Mutationnovelc.820N>Ap.Val274Metp.V274MO75828protein_codingdeleterious(0)possibly_damaging(0.65)TCGA-AX-A3G9-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinSD
CBR3SNVMissense_Mutationnovelc.821N>Cp.Val274Alap.V274AO75828protein_codingdeleterious(0.02)benign(0.386)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
CBR3SNVMissense_Mutationnovelc.398N>Ap.Gly133Glup.G133EO75828protein_codingdeleterious(0)probably_damaging(1)TCGA-EY-A549-01Endometriumuterine 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
874CBR3ENZYME, DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, CLINICALLY ACTIONABLEdaunorubicinDAUNORUBICIN20007405
874CBR3ENZYME, DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, CLINICALLY ACTIONABLEcyclophosphamideCYCLOPHOSPHAMIDE
874CBR3ENZYME, DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, CLINICALLY ACTIONABLEepirubicinEPIRUBICIN
874CBR3ENZYME, DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, CLINICALLY ACTIONABLEdoxorubicinDOXORUBICIN20007405,21048526,18551042
874CBR3ENZYME, DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, CLINICALLY ACTIONABLEfluorouracilFLUOROURACIL
874CBR3ENZYME, DRUGGABLE GENOME, SHORT CHAIN DEHYDROGENASE REDUCTASE, CLINICALLY ACTIONABLEanthracyclines and related substances18457324
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