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: ACOX2

Gene summary for ACOX2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACOX2

Gene ID

8309

Gene nameacyl-CoA oxidase 2
Gene AliasBCOX
Cytomap3p14.3
Gene Typeprotein-coding
GO ID

GO:0000038

UniProtAcc

Q99424


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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
8309ACOX2GSM4909291HumanBreastIDC4.81e-021.77e-010.1753
8309ACOX2GSM4909297HumanBreastIDC3.51e-042.20e-010.1517
8309ACOX2GSM4909307HumanBreastIDC1.69e-102.63e-010.1569
8309ACOX2GSM4909308HumanBreastIDC1.72e-112.66e-010.158
8309ACOX2GSM4909317HumanBreastIDC2.29e-031.27e-010.1355
8309ACOX2GSM4909321HumanBreastIDC4.78e-317.89e-010.1559
8309ACOX2M1HumanBreastIDC1.57e-215.22e-010.1577
8309ACOX2NCCBC14HumanBreastDCIS3.88e-063.32e-010.2021
8309ACOX2NAFLD1HumanLiverNAFLD1.37e-055.69e-01-0.04
8309ACOX2HCC1_MengHumanLiverHCC2.06e-544.03e-010.0246
8309ACOX2S027HumanLiverHCC2.51e-087.13e-010.2446
8309ACOX2S028HumanLiverHCC1.45e-189.90e-010.2503
8309ACOX2S029HumanLiverHCC9.19e-211.08e+000.2581
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
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:000697914BreastIDCresponse to oxidative stress83/1434446/187232.36e-147.06e-1283
GO:190288214BreastIDCregulation of response to oxidative stress16/143498/187233.06e-032.60e-0216
GO:000697924BreastDCISresponse to oxidative stress82/1390446/187231.22e-143.85e-1282
GO:190288223BreastDCISregulation of response to oxidative stress16/139098/187232.24e-032.05e-0216
GO:00463953LiverNAFLDcarboxylic acid catabolic process73/1882236/187234.16e-191.22e-1573
GO:00160544LiverNAFLDorganic acid catabolic process73/1882240/187231.20e-182.34e-1573
GO:00442825LiverNAFLDsmall molecule catabolic process91/1882376/187238.96e-161.31e-1291
GO:00066316LiverNAFLDfatty acid metabolic process92/1882390/187233.38e-153.29e-1292
GO:00723295LiverNAFLDmonocarboxylic acid catabolic process39/1882122/187232.40e-118.77e-0939
GO:00090626LiverNAFLDfatty acid catabolic process34/1882100/187236.81e-111.99e-0834
GO:00193956LiverNAFLDfatty acid oxidation33/1882103/187237.58e-101.53e-0733
GO:00442425LiverNAFLDcellular lipid catabolic process52/1882214/187231.15e-092.17e-0752
GO:00550883LiverNAFLDlipid homeostasis44/1882167/187231.48e-092.54e-0744
GO:00344405LiverNAFLDlipid oxidation33/1882108/187232.96e-094.56e-0733
GO:00302585LiverNAFLDlipid modification49/1882212/187231.97e-082.17e-0649
GO:00160426LiverNAFLDlipid catabolic process63/1882320/187231.35e-071.02e-0563
GO:00066356LiverNAFLDfatty acid beta-oxidation23/188274/187235.09e-073.07e-0523
GO:00069797LiverNAFLDresponse to oxidative stress78/1882446/187237.85e-074.29e-0578
GO:0033540LiverNAFLDfatty acid beta-oxidation using acyl-CoA oxidase5/188212/187234.41e-033.57e-025
GO:000697922LiverHCCresponse to oxidative stress281/7958446/187239.75e-191.24e-16281
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa033206LiverNAFLDPPAR signaling pathway25/104375/84651.61e-066.62e-055.33e-0525
hsa04146LiverNAFLDPeroxisome19/104382/84654.37e-034.10e-023.30e-0219
hsa0332011LiverNAFLDPPAR signaling pathway25/104375/84651.61e-066.62e-055.33e-0525
hsa041461LiverNAFLDPeroxisome19/104382/84654.37e-034.10e-023.30e-0219
hsa041464LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa033204LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa001202LiverHCCPrimary bile acid biosynthesis14/402017/84653.49e-031.12e-026.22e-0314
hsa041465LiverHCCPeroxisome58/402082/84651.57e-051.05e-045.85e-0558
hsa033205LiverHCCPPAR signaling pathway48/402075/84652.83e-039.37e-035.21e-0348
hsa001203LiverHCCPrimary bile acid biosynthesis14/402017/84653.49e-031.12e-026.22e-0314
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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
ACOX2SNVMissense_Mutationc.304N>Ap.Glu102Lysp.E102KQ99424protein_codingdeleterious(0.02)possibly_damaging(0.558)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
ACOX2SNVMissense_Mutationnovelc.1783N>Ap.Ala595Thrp.A595TQ99424protein_codingdeleterious(0)benign(0.22)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ACOX2SNVMissense_Mutationc.1601A>Gp.Gln534Argp.Q534RQ99424protein_codingtolerated(0.53)benign(0.007)TCGA-AR-A251-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinSD
ACOX2insertionFrame_Shift_Insnovelc.251_252insCCATTTACATCTAGGTAGTCATAGGTTCATATGCTCCGAGGp.Phe85HisfsTer19p.F85Hfs*19Q99424protein_codingTCGA-A8-A090-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACOX2insertionNonsense_Mutationnovelc.476_477insACATAAGAGAGAGACATGAGCCGGGTGCGGTp.Thr160HisfsTer6p.T160Hfs*6Q99424protein_codingTCGA-BH-A0GY-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyotxanSD
ACOX2SNVMissense_Mutationrs762372178c.1474G>Ap.Asp492Asnp.D492NQ99424protein_codingtolerated(0.16)benign(0.354)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ACOX2SNVMissense_Mutationc.742N>Ap.Asp248Asnp.D248NQ99424protein_codingtolerated(0.25)benign(0.011)TCGA-C5-A1BQ-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinCR
ACOX2SNVMissense_Mutationc.1464N>Cp.Gln488Hisp.Q488HQ99424protein_codingdeleterious(0.03)benign(0.009)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ACOX2SNVMissense_Mutationnovelc.1403N>Tp.Arg468Ilep.R468IQ99424protein_codingtolerated(0.1)benign(0.045)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
ACOX2SNVMissense_Mutationc.1331N>Gp.Tyr444Cysp.Y444CQ99424protein_codingdeleterious(0.01)possibly_damaging(0.894)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
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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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