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: ALOX5

Gene summary for ALOX5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

ALOX5

Gene ID

240

Gene namearachidonate 5-lipoxygenase
Gene Alias5-LO
Cytomap10q11.21
Gene Typeprotein-coding
GO ID

GO:0001503

UniProtAcc

P09917


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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
240ALOX5CCII_1HumanCervixCC1.05e-05-4.81e-010.3249
240ALOX5TumorHumanCervixCC4.26e-15-4.77e-010.1241
240ALOX5sample1HumanCervixCC3.83e-05-4.94e-010.0959
240ALOX5sample3HumanCervixCC1.95e-16-4.78e-010.1387
240ALOX5H2HumanCervixHSIL_HPV1.77e-14-4.69e-010.0632
240ALOX5L1HumanCervixCC6.76e-07-4.51e-010.0802
240ALOX5T1HumanCervixCC1.19e-11-4.77e-010.0918
240ALOX5T3HumanCervixCC8.13e-12-4.59e-010.1389
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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
∗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:190303414CervixHSIL_HPVregulation of response to wounding17/737167/187233.26e-045.23e-0317
GO:009875414CervixHSIL_HPVdetoxification16/737152/187233.32e-045.31e-0316
GO:190589715CervixHSIL_HPVregulation of response to endoplasmic reticulum stress11/73782/187233.58e-045.62e-0311
GO:009723714CervixHSIL_HPVcellular response to toxic substance14/737124/187233.76e-045.89e-0314
GO:00702061CervixHSIL_HPVprotein trimerization5/73717/187233.89e-046.04e-035
GO:004576511CervixHSIL_HPVregulation of angiogenesis27/737342/187235.00e-047.22e-0327
GO:0019372CervixHSIL_HPVlipoxygenase pathway4/73711/187236.30e-048.64e-034
GO:199074814CervixHSIL_HPVcellular detoxification13/737116/187236.46e-048.85e-0313
GO:006104113CervixHSIL_HPVregulation of wound healing14/737134/187238.24e-041.07e-0214
GO:190340911CervixHSIL_HPVreactive oxygen species biosynthetic process9/73764/187238.56e-041.10e-029
GO:200037714CervixHSIL_HPVregulation of reactive oxygen species metabolic process15/737157/187231.37e-031.56e-0215
GO:00025264CervixHSIL_HPVacute inflammatory response12/737112/187231.53e-031.68e-0212
GO:00712489CervixHSIL_HPVcellular response to metal ion17/737197/187232.07e-032.15e-0217
GO:005159214CervixHSIL_HPVresponse to calcium ion14/737149/187232.29e-032.28e-0214
GO:003210211CervixHSIL_HPVnegative regulation of response to external stimulus29/737420/187232.53e-032.48e-0229
GO:003497615CervixHSIL_HPVresponse to endoplasmic reticulum stress20/737256/187232.88e-032.70e-0220
GO:007259314CervixHSIL_HPVreactive oxygen species metabolic process19/737239/187232.99e-032.76e-0219
GO:00066907CervixHSIL_HPVicosanoid metabolic process12/737123/187233.36e-033.04e-0212
GO:19034263CervixHSIL_HPVregulation of reactive oxygen species biosynthetic process7/73752/187234.07e-033.49e-027
GO:004544413CervixHSIL_HPVfat cell differentiation18/737229/187234.27e-033.64e-0218
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0514514CervixCCToxoplasmosis34/1267112/84652.42e-051.82e-041.08e-0434
hsa0514515CervixCCToxoplasmosis34/1267112/84652.42e-051.82e-041.08e-0434
hsa0514522CervixHSIL_HPVToxoplasmosis22/459112/84651.07e-073.14e-062.54e-0622
hsa0514532CervixHSIL_HPVToxoplasmosis22/459112/84651.07e-073.14e-062.54e-0622
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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
ALOX5SNVMissense_Mutationc.1112N>Ap.Arg371Glnp.R371QP09917protein_codingtolerated(0.21)benign(0.03)TCGA-GM-A3NW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyfluorouracilSD
ALOX5insertionIn_Frame_Insnovelc.230_231insAAACTGp.Asn78_Asp79insTrpAsnp.N78_D79insWNP09917protein_codingTCGA-A2-A0EM-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
ALOX5insertionNonsense_Mutationnovelc.211_212insCTTCAACTTCCCAACCTTGATGAAAAGAGTGTTp.Glu71delinsAlaSerThrSerGlnProTerTerLysGluCysTerp.E71delinsASTSQP**KEC*P09917protein_codingTCGA-A7-A0CJ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
ALOX5insertionNonsense_Mutationnovelc.323_324insGTGAp.Glu109Terp.E109*P09917protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ALOX5insertionFrame_Shift_Insnovelc.324_325insAAATTCTTAACACCTCCAGAACAAAGGCTCAGp.Glu109LysfsTer15p.E109Kfs*15P09917protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
ALOX5SNVMissense_Mutationrs778612367c.431G>Ap.Arg144Glnp.R144QP09917protein_codingdeleterious(0.03)possibly_damaging(0.764)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ALOX5SNVMissense_Mutationnovelc.106C>Tp.His36Tyrp.H36YP09917protein_codingtolerated(0.41)possibly_damaging(0.792)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
ALOX5SNVMissense_Mutationc.883N>Ap.Ala295Thrp.A295TP09917protein_codingtolerated(0.42)benign(0.187)TCGA-EA-A5ZF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
ALOX5SNVMissense_Mutationc.685N>Ap.Glu229Lysp.E229KP09917protein_codingdeleterious(0.01)benign(0.044)TCGA-EK-A2H0-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
ALOX5SNVMissense_Mutationnovelc.517N>Ap.Glu173Lysp.E173KP09917protein_codingtolerated(0.17)possibly_damaging(0.771)TCGA-HM-A4S6-01Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinCR
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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
240ALOX5DRUGGABLE GENOME, ENZYMESKF-105809
240ALOX5DRUGGABLE GENOME, ENZYMEMESALAZINEMESALAMINE
240ALOX5DRUGGABLE GENOME, ENZYME6-DECYLSALICYLIC ACIDCHEMBL41603824231650
240ALOX5DRUGGABLE GENOME, ENZYMERilopiroxRILOPIROX
240ALOX5DRUGGABLE GENOME, ENZYMESELENIUM14975747
240ALOX5DRUGGABLE GENOME, ENZYMEMECLOFENAMIC ACID
240ALOX5DRUGGABLE GENOME, ENZYMEZILEUTONZILEUTON
240ALOX5DRUGGABLE GENOME, ENZYMEinhibitorCHEMBL421SULFASALAZINE
240ALOX5DRUGGABLE GENOME, ENZYMEZILEUTONZILEUTON
240ALOX5DRUGGABLE GENOME, ENZYMEinhibitor375973266
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