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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: APOO

Gene summary for APOO

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

APOO

Gene ID

79135

Gene nameapolipoprotein O
Gene AliasFAM121B
CytomapXp22.11
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9BUR5


Top

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
79135APOOCCI_2HumanCervixCC1.21e-138.83e-010.5249
79135APOOHTA11_3410_2000001011HumanColorectumAD1.29e-06-3.30e-010.0155
79135APOOHTA11_7696_3000711011HumanColorectumAD3.49e-02-2.07e-010.0674
79135APOOHTA11_99999965104_69814HumanColorectumMSS5.89e-181.21e+000.281
79135APOOA002-C-010HumanColorectumFAP1.37e-055.08e-010.242
79135APOOA015-C-203HumanColorectumFAP2.06e-09-2.26e-01-0.1294
79135APOOA002-C-201HumanColorectumFAP5.90e-04-1.35e-010.0324
79135APOOA001-C-119HumanColorectumFAP3.18e-03-2.80e-01-0.1557
79135APOOA001-C-108HumanColorectumFAP9.58e-08-2.29e-01-0.0272
79135APOOA002-C-205HumanColorectumFAP1.15e-09-2.41e-01-0.1236
79135APOOA001-C-104HumanColorectumFAP4.55e-02-1.75e-010.0184
79135APOOA015-C-006HumanColorectumFAP2.32e-06-2.16e-01-0.0994
79135APOOA015-C-106HumanColorectumFAP1.37e-06-2.50e-01-0.0511
79135APOOA002-C-114HumanColorectumFAP2.73e-06-8.05e-02-0.1561
79135APOOA015-C-104HumanColorectumFAP1.76e-08-1.47e-01-0.1899
79135APOOA001-C-014HumanColorectumFAP3.09e-03-9.72e-020.0135
79135APOOA002-C-016HumanColorectumFAP1.09e-051.30e-010.0521
79135APOOA015-C-002HumanColorectumFAP5.74e-04-2.32e-01-0.0763
79135APOOA001-C-203HumanColorectumFAP1.99e-09-3.10e-01-0.0481
79135APOOA002-C-116HumanColorectumFAP4.80e-14-2.05e-01-0.0452
Page: 1 2 3 4 5 6 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:00070067CervixCCmitochondrial membrane organization28/2311116/187233.28e-043.47e-0328
GO:00070074CervixCCinner mitochondrial membrane organization11/231138/187234.94e-032.95e-0211
GO:0007006ColorectumADmitochondrial membrane organization48/3918116/187234.53e-071.72e-0548
GO:0007007ColorectumADinner mitochondrial membrane organization18/391838/187232.45e-043.09e-0318
GO:0010876ColorectumADlipid localization120/3918448/187231.59e-031.33e-02120
GO:0006869ColorectumADlipid transport108/3918398/187231.67e-031.39e-02108
GO:00070062ColorectumMSSmitochondrial membrane organization42/3467116/187234.99e-061.38e-0442
GO:00070072ColorectumMSSinner mitochondrial membrane organization14/346738/187236.00e-034.03e-0214
GO:00108761ColorectumMSSlipid localization104/3467448/187236.76e-034.38e-02104
GO:00068691ColorectumFAPlipid transport81/2622398/187232.84e-043.76e-0381
GO:00108762ColorectumFAPlipid localization85/2622448/187231.92e-031.63e-0285
GO:00068692ColorectumCRClipid transport63/2078398/187232.36e-032.26e-0263
GO:00108763ColorectumCRClipid localization68/2078448/187234.60e-033.58e-0268
GO:000700619EsophagusESCCmitochondrial membrane organization93/8552116/187232.16e-141.11e-1293
GO:000700713EsophagusESCCinner mitochondrial membrane organization31/855238/187235.93e-066.10e-0531
GO:00424072EsophagusESCCcristae formation13/855216/187234.05e-031.62e-0213
GO:00108765LiverNAFLDlipid localization79/1882448/187234.75e-072.92e-0579
GO:00068694LiverNAFLDlipid transport71/1882398/187231.16e-065.59e-0571
GO:000700612LiverHCCmitochondrial membrane organization80/7958116/187237.09e-091.81e-0780
GO:000700711LiverHCCinner mitochondrial membrane organization28/795838/187239.60e-058.34e-0428
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
APOOSNVMissense_Mutationnovelc.412T>Cp.Tyr138Hisp.Y138HQ9BUR5protein_codingdeleterious(0)probably_damaging(0.983)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
APOOSNVMissense_Mutationnovelc.382N>Cp.Ala128Prop.A128PQ9BUR5protein_codingdeleterious(0.02)probably_damaging(0.926)TCGA-LL-A8F5-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
APOOSNVMissense_Mutationnovelc.480N>Tp.Gln160Hisp.Q160HQ9BUR5protein_codingdeleterious(0)probably_damaging(0.93)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
APOOSNVMissense_Mutationrs373029808c.469G>Ap.Val157Metp.V157MQ9BUR5protein_codingdeleterious(0.02)possibly_damaging(0.456)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
APOOSNVMissense_Mutationnovelc.296N>Tp.Ser99Ilep.S99IQ9BUR5protein_codingdeleterious(0.04)possibly_damaging(0.715)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
APOOSNVMissense_Mutationnovelc.583C>Tp.Pro195Serp.P195SQ9BUR5protein_codingtolerated_low_confidence(0.09)benign(0.001)TCGA-DF-A2KN-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
APOOSNVMissense_Mutationrs369973145c.416N>Tp.Pro139Leup.P139LQ9BUR5protein_codingdeleterious(0.01)probably_damaging(0.972)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
APOOSNVMissense_Mutationrs868511129c.149N>Tp.Ser50Leup.S50LQ9BUR5protein_codingtolerated(0.56)possibly_damaging(0.634)TCGA-E6-A1LX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
APOOSNVMissense_Mutationrs369973145c.416C>Tp.Pro139Leup.P139LQ9BUR5protein_codingdeleterious(0.01)probably_damaging(0.972)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
APOOSNVMissense_Mutationnovelc.176A>Gp.Gln59Argp.Q59RQ9BUR5protein_codingtolerated(0.07)possibly_damaging(0.502)TCGA-52-7809-01Lunglung squamous cell carcinomaMale>=65I/IIUnknownUnknownPD
Page: 1 2 

Top

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
Page: 1