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: CYB5B

Gene summary for CYB5B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CYB5B

Gene ID

80777

Gene namecytochrome b5 type B
Gene AliasCYB5-M
Cytomap16q22.1
Gene Typeprotein-coding
GO ID

GO:0006091

UniProtAcc

J3KNF8


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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
80777CYB5BHTA11_2487_2000001011HumanColorectumSER1.57e-044.39e-01-0.1808
80777CYB5BHTA11_347_2000001011HumanColorectumAD9.96e-114.84e-01-0.1954
80777CYB5BHTA11_411_2000001011HumanColorectumSER2.90e-048.71e-01-0.2602
80777CYB5BHTA11_696_2000001011HumanColorectumAD1.98e-053.08e-01-0.1464
80777CYB5BHTA11_1391_2000001011HumanColorectumAD1.50e-044.49e-01-0.059
80777CYB5BHTA11_5212_2000001011HumanColorectumAD8.02e-047.12e-01-0.2061
80777CYB5BHTA11_99999970781_79442HumanColorectumMSS4.08e-085.60e-010.294
80777CYB5BHTA11_99999965104_69814HumanColorectumMSS2.19e-151.05e+000.281
80777CYB5BHTA11_99999971662_82457HumanColorectumMSS3.77e-136.59e-010.3859
80777CYB5BHTA11_99999973899_84307HumanColorectumMSS2.44e-024.75e-010.2585
80777CYB5BHTA11_99999974143_84620HumanColorectumMSS1.22e-064.84e-010.3005
80777CYB5BA015-C-203HumanColorectumFAP4.79e-06-1.65e-01-0.1294
80777CYB5BA002-C-201HumanColorectumFAP3.03e-04-2.20e-010.0324
80777CYB5BA001-C-119HumanColorectumFAP3.82e-02-2.77e-01-0.1557
80777CYB5BA001-C-108HumanColorectumFAP1.94e-04-2.45e-01-0.0272
80777CYB5BA002-C-205HumanColorectumFAP1.56e-08-1.61e-01-0.1236
80777CYB5BA015-C-006HumanColorectumFAP1.81e-05-1.77e-01-0.0994
80777CYB5BA015-C-106HumanColorectumFAP1.47e-02-2.16e-01-0.0511
80777CYB5BA002-C-114HumanColorectumFAP6.69e-06-2.18e-01-0.1561
80777CYB5BA015-C-104HumanColorectumFAP5.18e-10-2.38e-01-0.1899
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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:0006091ColorectumADgeneration of precursor metabolites and energy209/3918490/187233.17e-286.61e-25209
GO:0022900ColorectumADelectron transport chain89/3918175/187231.42e-188.91e-1689
GO:0006979ColorectumADresponse to oxidative stress145/3918446/187235.16e-093.23e-07145
GO:0006809ColorectumADnitric oxide biosynthetic process30/391876/187231.72e-042.33e-0330
GO:0046209ColorectumADnitric oxide metabolic process31/391881/187232.61e-043.25e-0331
GO:0009410ColorectumADresponse to xenobiotic stimulus128/3918462/187232.69e-043.31e-03128
GO:2001057ColorectumADreactive nitrogen species metabolic process31/391882/187233.37e-043.94e-0331
GO:00060911ColorectumSERgeneration of precursor metabolites and energy168/2897490/187231.39e-251.70e-22168
GO:00229001ColorectumSERelectron transport chain77/2897175/187231.77e-191.36e-1677
GO:00069791ColorectumSERresponse to oxidative stress114/2897446/187231.75e-081.28e-06114
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:00060912ColorectumMSSgeneration of precursor metabolites and energy186/3467490/187231.14e-242.15e-21186
GO:00229002ColorectumMSSelectron transport chain83/3467175/187232.06e-181.17e-1583
GO:00069792ColorectumMSSresponse to oxidative stress128/3467446/187237.65e-083.81e-06128
GO:00094101ColorectumMSSresponse to xenobiotic stimulus110/3467462/187232.36e-031.92e-02110
GO:00060914ColorectumFAPgeneration of precursor metabolites and energy128/2622490/187235.58e-134.28e-10128
GO:00229004ColorectumFAPelectron transport chain51/2622175/187231.44e-079.03e-0651
GO:00069794ColorectumFAPresponse to oxidative stress102/2622446/187232.29e-071.33e-05102
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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
CYB5BSNVMissense_Mutationnovelc.98N>Tp.Ala33Valp.A33Vprotein_codingtolerated(0.16)benign(0.162)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CYB5BSNVMissense_Mutationnovelc.397N>Ap.Ala133Thrp.A133Tprotein_codingdeleterious(0)benign(0.241)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
CYB5BSNVMissense_Mutationrs576407250c.388N>Gp.Ile130Valp.I130Vprotein_codingtolerated(0.69)benign(0.045)TCGA-AX-A05U-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CYB5BSNVMissense_Mutationc.73N>Gp.Thr25Alap.T25Aprotein_codingtolerated(0.07)benign(0.121)TCGA-D1-A17H-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CYB5BSNVMissense_Mutationc.149A>Gp.Tyr50Cysp.Y50Cprotein_codingdeleterious(0)benign(0.412)TCGA-05-5423-01Lunglung adenocarcinomaMale>=65I/IIUnknownUnknownSD
CYB5BinsertionFrame_Shift_Insnovelc.188_189insAGp.Val65ArgfsTer9p.V65Rfs*9protein_codingTCGA-85-8276-01Lunglung squamous cell carcinomaMale<65I/IIChemotherapycisplatinPD
CYB5BSNVMissense_Mutationnovelc.292G>Ap.Asp98Asnp.D98Nprotein_codingdeleterious(0.02)possibly_damaging(0.721)TCGA-P3-A6T5-01Oral cavityhead & neck squamous cell carcinomaFemale>=65I/IIUnknownUnknownPD
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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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