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: CYB5R3

Gene summary for CYB5R3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYB5R3

Gene ID

1727

Gene namecytochrome b5 reductase 3
Gene AliasB5R
Cytomap22q13.2
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

P00387


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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
1727CYB5R3HTA11_3410_2000001011HumanColorectumAD2.38e-041.47e-010.0155
1727CYB5R3HTA11_2487_2000001011HumanColorectumSER1.46e-271.03e+00-0.1808
1727CYB5R3HTA11_2951_2000001011HumanColorectumAD1.16e-024.44e-010.0216
1727CYB5R3HTA11_1938_2000001011HumanColorectumAD5.21e-105.46e-01-0.0811
1727CYB5R3HTA11_78_2000001011HumanColorectumAD4.72e-053.17e-01-0.1088
1727CYB5R3HTA11_347_2000001011HumanColorectumAD2.34e-327.27e-01-0.1954
1727CYB5R3HTA11_411_2000001011HumanColorectumSER2.39e-101.53e+00-0.2602
1727CYB5R3HTA11_2112_2000001011HumanColorectumSER8.16e-108.88e-01-0.2196
1727CYB5R3HTA11_3361_2000001011HumanColorectumAD2.17e-095.01e-01-0.1207
1727CYB5R3HTA11_83_2000001011HumanColorectumSER1.26e-023.56e-01-0.1526
1727CYB5R3HTA11_696_2000001011HumanColorectumAD5.94e-246.85e-01-0.1464
1727CYB5R3HTA11_866_2000001011HumanColorectumAD1.62e-114.60e-01-0.1001
1727CYB5R3HTA11_1391_2000001011HumanColorectumAD2.05e-166.22e-01-0.059
1727CYB5R3HTA11_2992_2000001011HumanColorectumSER4.96e-119.38e-01-0.1706
1727CYB5R3HTA11_5212_2000001011HumanColorectumAD2.09e-024.33e-01-0.2061
1727CYB5R3HTA11_546_2000001011HumanColorectumAD2.40e-065.72e-01-0.0842
1727CYB5R3HTA11_7862_2000001011HumanColorectumAD2.56e-043.56e-01-0.0179
1727CYB5R3HTA11_866_3004761011HumanColorectumAD1.59e-084.16e-010.096
1727CYB5R3HTA11_4255_2000001011HumanColorectumSER3.45e-046.50e-010.0446
1727CYB5R3HTA11_8622_2000001021HumanColorectumSER3.05e-034.70e-010.0528
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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
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
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:0006066ColorectumADalcohol metabolic process106/3918353/187233.02e-055.57e-04106
GO:0006809ColorectumADnitric oxide biosynthetic process30/391876/187231.72e-042.33e-0330
GO:0046209ColorectumADnitric oxide metabolic process31/391881/187232.61e-043.25e-0331
GO:2001057ColorectumADreactive nitrogen species metabolic process31/391882/187233.37e-043.94e-0331
GO:0008202ColorectumADsteroid metabolic process85/3918319/187238.07e-034.75e-0285
GO:00068091ColorectumSERnitric oxide biosynthetic process27/289776/187231.38e-054.28e-0427
GO:00462091ColorectumSERnitric oxide metabolic process28/289781/187231.73e-055.15e-0428
GO:20010571ColorectumSERreactive nitrogen species metabolic process28/289782/187232.24e-056.43e-0428
GO:00060661ColorectumSERalcohol metabolic process79/2897353/187233.50e-045.50e-0379
GO:00060662ColorectumMSSalcohol metabolic process92/3467353/187232.57e-043.46e-0392
GO:00068092ColorectumFAPnitric oxide biosynthetic process22/262276/187235.36e-046.06e-0322
GO:00462092ColorectumFAPnitric oxide metabolic process23/262281/187235.48e-046.15e-0323
GO:20010572ColorectumFAPreactive nitrogen species metabolic process23/262282/187236.62e-047.21e-0323
GO:00060663ColorectumFAPalcohol metabolic process69/2622353/187232.29e-031.85e-0269
GO:00060668EsophagusESCCalcohol metabolic process202/8552353/187237.32e-067.26e-05202
GO:00161263EsophagusESCCsterol biosynthetic process46/855264/187231.91e-051.67e-0446
GO:00066953EsophagusESCCcholesterol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026533EsophagusESCCsecondary alcohol biosynthetic process41/855257/187235.25e-054.06e-0441
GO:19026524EsophagusESCCsecondary alcohol metabolic process87/8552147/187236.58e-043.50e-0387
GO:00461653EsophagusESCCalcohol biosynthetic process83/8552140/187238.04e-044.16e-0383
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005202EsophagusESCCAmino sugar and nucleotide sugar metabolism35/420549/84651.60e-034.88e-032.50e-0335
hsa0052011EsophagusESCCAmino sugar and nucleotide sugar metabolism35/420549/84651.60e-034.88e-032.50e-0335
hsa00520Oral cavityOSCCAmino sugar and nucleotide sugar metabolism34/370449/84652.48e-048.08e-044.11e-0434
hsa005201Oral cavityOSCCAmino sugar and nucleotide sugar metabolism34/370449/84652.48e-048.08e-044.11e-0434
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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
CYB5R3SNVMissense_Mutationrs769788490c.875N>Ap.Arg292Glnp.R292QP00387protein_codingtolerated(0.13)benign(0.031)TCGA-VS-A9UI-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
CYB5R3SNVMissense_Mutationrs201232518c.635C>Tp.Ala212Valp.A212VP00387protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AM-5821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CYB5R3SNVMissense_Mutationc.731N>Gp.Gln244Argp.Q244RP00387protein_codingtolerated(0.24)probably_damaging(0.997)TCGA-DM-A28A-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
CYB5R3SNVMissense_Mutationc.213N>Ap.Ser71Argp.S71RP00387protein_codingdeleterious(0)benign(0.28)TCGA-DM-A28F-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownSD
CYB5R3SNVMissense_Mutationc.169N>Gp.Met57Valp.M57VP00387protein_codingtolerated(0.49)benign(0.009)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CYB5R3SNVMissense_Mutationnovelc.827N>Ap.Pro276Hisp.P276HP00387protein_codingdeleterious(0.01)probably_damaging(0.991)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CYB5R3SNVMissense_Mutationc.504G>Tp.Gln168Hisp.Q168HP00387protein_codingdeleterious(0.01)benign(0.369)TCGA-AP-A059-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CYB5R3SNVMissense_Mutationc.475A>Gp.Lys159Glup.K159EP00387protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CYB5R3SNVMissense_Mutationnovelc.43A>Gp.Ile15Valp.I15VP00387protein_codingtolerated_low_confidence(0.05)benign(0)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CYB5R3SNVMissense_Mutationnovelc.950N>Ap.Cys317Tyrp.C317YP00387protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AX-A1CE-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnspecificPaclitaxelSD
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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
1727CYB5R3DRUGGABLE GENOME, ENZYMEmethylene blue
1727CYB5R3DRUGGABLE GENOME, ENZYMEprimaquinePRIMAQUINE25058800
1727CYB5R3DRUGGABLE GENOME, ENZYMEmepivacaineMEPIVACAINE
1727CYB5R3DRUGGABLE GENOME, ENZYMEsodium nitrite
1727CYB5R3DRUGGABLE GENOME, ENZYMEisosorbide mononitrate
1727CYB5R3DRUGGABLE GENOME, ENZYMEchloroprocaineCHLOROPROCAINE
1727CYB5R3DRUGGABLE GENOME, ENZYMEmetoclopramideMETOCLOPRAMIDE11418378
1727CYB5R3DRUGGABLE GENOME, ENZYMEceftriaxoneCEFTRIAXONE
1727CYB5R3DRUGGABLE GENOME, ENZYMEdapsoneDAPSONE
1727CYB5R3DRUGGABLE GENOME, ENZYMErasburicaseRASBURICASE
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