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: BCO2

Gene summary for BCO2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

BCO2

Gene ID

83875

Gene namebeta-carotene oxygenase 2
Gene AliasB-DIOX-II
Cytomap11q23.1
Gene Typeprotein-coding
GO ID

GO:0001523

UniProtAcc

Q9BYV7


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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
83875BCO2S43HumanLiverCirrhotic3.92e-18-5.37e-01-0.0187
83875BCO2HCC1_MengHumanLiverHCC5.28e-23-5.99e-010.0246
83875BCO2HCC2_MengHumanLiverHCC1.13e-18-5.54e-010.0107
83875BCO2cirrhotic1HumanLiverCirrhotic1.44e-05-6.67e-020.0202
83875BCO2cirrhotic2HumanLiverCirrhotic2.12e-08-4.34e-010.0201
83875BCO2cirrhotic3HumanLiverCirrhotic3.20e-06-2.08e-010.0215
83875BCO2p6HumanLiverCyst2.39e-03-6.05e-01-0.0218
83875BCO2HCC1HumanLiverHCC5.62e-05-6.05e-010.5336
83875BCO2HCC2HumanLiverHCC2.01e-07-6.05e-010.5341
83875BCO2HCC5HumanLiverHCC3.00e-07-5.73e-010.4932
83875BCO2Pt13.aHumanLiverHCC3.02e-14-5.25e-010.021
83875BCO2Pt13.bHumanLiverHCC1.25e-10-5.39e-010.0251
83875BCO2Pt13.cHumanLiverHCC5.30e-09-5.66e-010.0076
83875BCO2Pt14.cHumanLiverHCC4.05e-02-5.70e-010.0054
83875BCO2Pt14.dHumanLiverHCC1.09e-16-5.75e-010.0143
83875BCO2S014HumanLiverHCC5.42e-11-5.76e-010.2254
83875BCO2S015HumanLiverHCC1.82e-08-5.84e-010.2375
83875BCO2S016HumanLiverHCC2.37e-16-5.94e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:200037712LiverCirrhoticregulation of reactive oxygen species metabolic process67/4634157/187236.07e-071.32e-0567
GO:00725937LiverCirrhoticreactive oxygen species metabolic process92/4634239/187231.57e-063.03e-0592
GO:004424212LiverCirrhoticcellular lipid catabolic process82/4634214/187236.91e-061.08e-0482
GO:001604212LiverCirrhoticlipid catabolic process112/4634320/187232.31e-053.03e-04112
GO:00060815LiverCirrhoticcellular aldehyde metabolic process28/463460/187231.83e-041.71e-0328
GO:00067202LiverCirrhoticisoprenoid metabolic process46/4634116/187232.71e-042.41e-0346
GO:00067212LiverCirrhoticterpenoid metabolic process38/463497/187231.16e-037.89e-0338
GO:00518815LiverCirrhoticregulation of mitochondrial membrane potential30/463474/187231.97e-031.23e-0230
GO:004244511LiverCirrhotichormone metabolic process73/4634218/187232.22e-031.36e-0273
GO:012025411LiverCirrhoticolefinic compound metabolic process51/4634153/187231.03e-024.61e-0251
GO:004424222LiverHCCcellular lipid catabolic process134/7958214/187232.07e-095.79e-08134
GO:001604221LiverHCClipid catabolic process175/7958320/187236.50e-067.88e-05175
GO:200037722LiverHCCregulation of reactive oxygen species metabolic process92/7958157/187233.34e-053.35e-0492
GO:000608112LiverHCCcellular aldehyde metabolic process39/795860/187233.61e-042.50e-0339
GO:005188112LiverHCCregulation of mitochondrial membrane potential45/795874/187231.13e-036.43e-0345
GO:007259312LiverHCCreactive oxygen species metabolic process124/7958239/187232.05e-031.04e-02124
GO:000672011LiverHCCisoprenoid metabolic process65/7958116/187232.23e-031.11e-0265
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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
BCO2SNVMissense_Mutationrs542847943c.197G>Ap.Arg66Glnp.R66QQ9BYV7protein_codingtolerated(0.59)benign(0.007)TCGA-A8-A0A7-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
BCO2SNVMissense_Mutationnovelc.301N>Ap.His101Asnp.H101NQ9BYV7protein_codingdeleterious(0)probably_damaging(0.996)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCO2SNVMissense_Mutationrs781512153c.1440N>Ap.Phe480Leup.F480LQ9BYV7protein_codingdeleterious(0)benign(0.378)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCO2SNVMissense_Mutationnovelc.1441T>Cp.Phe481Leup.F481LQ9BYV7protein_codingtolerated(0.08)possibly_damaging(0.631)TCGA-BH-AB28-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
BCO2insertionFrame_Shift_Insnovelc.1704_1705insGAGGCATTTCTAACTTGGAAGAAAGAGTTTCTGTp.Pro569GlufsTer64p.P569Efs*64Q9BYV7protein_codingTCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
BCO2insertionFrame_Shift_Insnovelc.1317_1318insGAGGAAAATGGGCTTAAAGCACTTACTGTp.Gln440GlufsTer28p.Q440Efs*28Q9BYV7protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
BCO2SNVMissense_Mutationc.935N>Tp.Ser312Phep.S312FQ9BYV7protein_codingtolerated(0.09)possibly_damaging(0.837)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
BCO2SNVMissense_Mutationnovelc.733N>Cp.Tyr245Hisp.Y245HQ9BYV7protein_codingtolerated(0.34)benign(0)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
BCO2SNVMissense_Mutationrs146534695c.1415N>Ap.Arg472Glnp.R472QQ9BYV7protein_codingtolerated(0.7)benign(0.007)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
BCO2SNVMissense_Mutationc.1694N>Ap.Pro565Hisp.P565HQ9BYV7protein_codingdeleterious(0.01)probably_damaging(0.997)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=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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