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: ACOX1

Gene summary for ACOX1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ACOX1

Gene ID

51

Gene nameacyl-CoA oxidase 1
Gene AliasACOX
Cytomap17q25.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q15067


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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
51ACOX1HTA11_2487_2000001011HumanColorectumSER1.13e-066.12e-01-0.1808
51ACOX1HTA11_1938_2000001011HumanColorectumAD1.65e-085.83e-01-0.0811
51ACOX1HTA11_78_2000001011HumanColorectumAD3.34e-055.94e-01-0.1088
51ACOX1HTA11_347_2000001011HumanColorectumAD1.13e-309.53e-01-0.1954
51ACOX1HTA11_3361_2000001011HumanColorectumAD6.97e-056.31e-01-0.1207
51ACOX1HTA11_83_2000001011HumanColorectumSER7.99e-056.83e-01-0.1526
51ACOX1HTA11_696_2000001011HumanColorectumAD3.29e-095.58e-01-0.1464
51ACOX1HTA11_866_2000001011HumanColorectumAD2.58e-075.10e-01-0.1001
51ACOX1HTA11_1391_2000001011HumanColorectumAD1.68e-055.52e-01-0.059
51ACOX1HTA11_5212_2000001011HumanColorectumAD1.14e-046.24e-01-0.2061
51ACOX1HTA11_99999971662_82457HumanColorectumMSS3.20e-054.15e-010.3859
51ACOX1A015-C-203HumanColorectumFAP1.63e-08-1.28e-01-0.1294
51ACOX1A001-C-108HumanColorectumFAP1.21e-02-9.49e-02-0.0272
51ACOX1A002-C-205HumanColorectumFAP7.26e-06-1.64e-01-0.1236
51ACOX1A015-C-006HumanColorectumFAP4.87e-04-2.15e-01-0.0994
51ACOX1A002-C-114HumanColorectumFAP1.51e-03-7.93e-02-0.1561
51ACOX1A015-C-104HumanColorectumFAP2.14e-06-1.73e-01-0.1899
51ACOX1A001-C-014HumanColorectumFAP2.99e-02-1.49e-010.0135
51ACOX1A002-C-016HumanColorectumFAP1.18e-07-1.16e-010.0521
51ACOX1A015-C-002HumanColorectumFAP3.41e-03-2.27e-01-0.0763
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:0044282ColorectumADsmall molecule catabolic process118/3918376/187231.05e-063.55e-05118
GO:0006635ColorectumADfatty acid beta-oxidation33/391874/187233.98e-061.09e-0433
GO:0009062ColorectumADfatty acid catabolic process41/3918100/187234.02e-061.09e-0441
GO:0019395ColorectumADfatty acid oxidation40/3918103/187232.43e-054.69e-0440
GO:0016042ColorectumADlipid catabolic process97/3918320/187234.31e-057.56e-0497
GO:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0072329ColorectumADmonocarboxylic acid catabolic process44/3918122/187238.05e-051.28e-0344
GO:0034440ColorectumADlipid oxidation40/3918108/187238.52e-051.32e-0340
GO:0030258ColorectumADlipid modification67/3918212/187231.66e-042.27e-0367
GO:0072593ColorectumADreactive oxygen species metabolic process73/3918239/187232.79e-043.42e-0373
GO:0016054ColorectumADorganic acid catabolic process73/3918240/187233.20e-043.81e-0373
GO:0044242ColorectumADcellular lipid catabolic process66/3918214/187233.96e-044.50e-0366
GO:0046395ColorectumADcarboxylic acid catabolic process70/3918236/187239.06e-048.71e-0370
GO:00060911ColorectumSERgeneration of precursor metabolites and energy168/2897490/187231.39e-251.70e-22168
GO:00160421ColorectumSERlipid catabolic process77/2897320/187233.52e-059.18e-0477
GO:00725931ColorectumSERreactive oxygen species metabolic process61/2897239/187233.63e-059.39e-0461
GO:00442821ColorectumSERsmall molecule catabolic process87/2897376/187235.31e-051.27e-0387
GO:00090621ColorectumSERfatty acid catabolic process31/2897100/187237.09e-051.61e-0331
GO:00066351ColorectumSERfatty acid beta-oxidation24/289774/187232.09e-043.77e-0324
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa01200ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa00640ColorectumADPropanoate metabolism18/209232/84651.33e-041.11e-037.08e-0418
hsa00071ColorectumADFatty acid degradation20/209243/84651.50e-038.69e-035.54e-0320
hsa012001ColorectumADCarbon metabolism55/2092115/84655.53e-088.42e-075.37e-0755
hsa006401ColorectumADPropanoate metabolism18/209232/84651.33e-041.11e-037.08e-0418
hsa000711ColorectumADFatty acid degradation20/209243/84651.50e-038.69e-035.54e-0320
hsa000712ColorectumSERFatty acid degradation15/158043/84658.60e-034.26e-023.09e-0215
hsa000713ColorectumSERFatty acid degradation15/158043/84658.60e-034.26e-023.09e-0215
hsa012004ColorectumMSSCarbon metabolism43/1875115/84651.37e-041.17e-037.19e-0443
hsa000714ColorectumMSSFatty acid degradation17/187543/84657.50e-032.86e-021.75e-0217
hsa012005ColorectumMSSCarbon metabolism43/1875115/84651.37e-041.17e-037.19e-0443
hsa000715ColorectumMSSFatty acid degradation17/187543/84657.50e-032.86e-021.75e-0217
hsa012006ColorectumFAPCarbon metabolism38/1404115/84651.04e-051.44e-048.76e-0538
hsa006406ColorectumFAPPropanoate metabolism15/140432/84656.21e-056.10e-043.71e-0415
hsa000716ColorectumFAPFatty acid degradation15/140443/84652.73e-031.23e-027.50e-0315
hsa04024ColorectumFAPcAMP signaling pathway51/1404225/84651.02e-023.68e-022.24e-0251
hsa012007ColorectumFAPCarbon metabolism38/1404115/84651.04e-051.44e-048.76e-0538
hsa006407ColorectumFAPPropanoate metabolism15/140432/84656.21e-056.10e-043.71e-0415
hsa000717ColorectumFAPFatty acid degradation15/140443/84652.73e-031.23e-027.50e-0315
hsa040241ColorectumFAPcAMP signaling pathway51/1404225/84651.02e-023.68e-022.24e-0251
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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
ACOX1SNVMissense_Mutationnovelc.88N>Cp.Thr30Prop.T30PQ15067protein_codingdeleterious(0.01)benign(0.168)TCGA-AR-A1AQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
ACOX1SNVMissense_Mutationc.1693N>Cp.Tyr565Hisp.Y565HQ15067protein_codingtolerated(1)benign(0.001)TCGA-BH-A0BZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicinCR
ACOX1SNVMissense_Mutationc.781N>Gp.Pro261Alap.P261AQ15067protein_codingtolerated(0.11)benign(0)TCGA-BH-A18V-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
ACOX1SNVMissense_Mutationrs752885559c.731A>Gp.Asn244Serp.N244SQ15067protein_codingtolerated(0.05)benign(0.048)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
ACOX1SNVMissense_Mutationrs749413865c.414N>Cp.Gln138Hisp.Q138HQ15067protein_codingdeleterious(0)probably_damaging(0.995)TCGA-E2-A14N-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
ACOX1insertionIn_Frame_Insnovelc.1115_1116insTAGGCAACAAGAATGp.Ala372_Leu373insArgGlnGlnGluCysp.A372_L373insRQQECQ15067protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
ACOX1insertionIn_Frame_Insnovelc.1160_1161insAGAAAAAGCAAGGAGp.Thr387_Gly388insGluLysAlaArgSerp.T387_G388insEKARSQ15067protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ACOX1insertionFrame_Shift_Insnovelc.1158_1159insCTTCAAAAAGAAGTGATTCp.Thr387LeufsTer10p.T387Lfs*10Q15067protein_codingTCGA-A8-A07J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
ACOX1insertionIn_Frame_Insnovelc.1126_1127insTTCAAGACCAGCTTGATCAACATGGTGAAACCGTGTCTCTACp.Gly376delinsValGlnAspGlnLeuAspGlnHisGlyGluThrValSerLeuArgp.G376delinsVQDQLDQHGETVSLRQ15067protein_codingTCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
ACOX1insertionFrame_Shift_Insnovelc.1536_1537insATp.Glu513MetfsTer3p.E513Mfs*3Q15067protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
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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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