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: IL1A

Gene summary for IL1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL1A

Gene ID

3552

Gene nameinterleukin 1 alpha
Gene AliasIL-1 alpha
Cytomap2q14.1
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

P01583


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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
3552IL1AP5T-EHumanEsophagusESCC8.48e-042.39e-010.1327
3552IL1AP11T-EHumanEsophagusESCC4.13e-141.49e+000.1426
3552IL1AP21T-EHumanEsophagusESCC8.76e-251.39e+000.1617
3552IL1AP32T-EHumanEsophagusESCC3.44e-033.70e-010.1666
3552IL1AP37T-EHumanEsophagusESCC4.06e-126.08e-010.1371
3552IL1AP38T-EHumanEsophagusESCC6.13e-181.93e+000.127
3552IL1AP47T-EHumanEsophagusESCC1.55e-031.83e-010.1067
3552IL1AP49T-EHumanEsophagusESCC4.56e-025.41e-010.1768
3552IL1AP52T-EHumanEsophagusESCC4.53e-178.23e-010.1555
3552IL1AP83T-EHumanEsophagusESCC1.05e-211.59e+000.1738
3552IL1AP89T-EHumanEsophagusESCC8.57e-151.79e+000.1752
3552IL1AP107T-EHumanEsophagusESCC2.02e-033.01e-010.171
3552IL1AP126T-EHumanEsophagusESCC5.59e-035.29e-010.1125
3552IL1AP130T-EHumanEsophagusESCC7.86e-321.40e+000.1676
3552IL1AC04HumanOral cavityOSCC1.61e-221.59e+000.2633
3552IL1AC21HumanOral cavityOSCC8.04e-352.02e+000.2678
3552IL1AC43HumanOral cavityOSCC5.78e-054.08e-010.1704
3552IL1AC57HumanOral cavityOSCC2.48e-107.67e-010.1679
3552IL1AC06HumanOral cavityOSCC5.61e-041.31e+000.2699
3552IL1ASYSMH2HumanOral cavityOSCC1.17e-035.55e-010.2326
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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.

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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:00513025EsophagusESCCregulation of cell division97/8552177/187238.93e-033.12e-0297
GO:005070810EsophagusESCCregulation of protein secretion142/8552268/187239.31e-033.24e-02142
GO:007121617EsophagusESCCcellular response to biotic stimulus131/8552246/187239.85e-033.39e-02131
GO:000715918EsophagusESCCleukocyte cell-cell adhesion192/8552371/187231.03e-023.51e-02192
GO:004668817EsophagusESCCresponse to copper ion27/855242/187231.16e-023.90e-0227
GO:005071416EsophagusESCCpositive regulation of protein secretion76/8552137/187231.32e-024.31e-0276
GO:190303717EsophagusESCCregulation of leukocyte cell-cell adhesion174/8552336/187231.36e-024.43e-02174
GO:00300984EsophagusESCClymphocyte differentiation192/8552374/187231.52e-024.93e-02192
GO:200123320Oral cavityOSCCregulation of apoptotic signaling pathway242/7305356/187236.66e-293.24e-26242
GO:01400145Oral cavityOSCCmitotic nuclear division191/7305287/187231.99e-213.70e-19191
GO:00073469Oral cavityOSCCregulation of mitotic cell cycle266/7305457/187233.87e-173.41e-15266
GO:200123420Oral cavityOSCCnegative regulation of apoptotic signaling pathway148/7305224/187231.71e-161.36e-14148
GO:190495119Oral cavityOSCCpositive regulation of establishment of protein localization196/7305319/187232.89e-162.20e-14196
GO:005122219Oral cavityOSCCpositive regulation of protein transport187/7305303/187237.37e-165.49e-14187
GO:009719120Oral cavityOSCCextrinsic apoptotic signaling pathway142/7305219/187237.34e-154.55e-13142
GO:004206020Oral cavityOSCCwound healing237/7305422/187234.51e-132.18e-11237
GO:00482852Oral cavityOSCCorganelle fission265/7305488/187233.22e-121.27e-10265
GO:200123620Oral cavityOSCCregulation of extrinsic apoptotic signaling pathway100/7305151/187231.07e-113.90e-10100
GO:00002801Oral cavityOSCCnuclear division237/7305439/187239.62e-112.90e-09237
GO:00457879Oral cavityOSCCpositive regulation of cell cycle173/7305313/187233.28e-097.44e-08173
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05022210EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa05010210EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa04932210EsophagusESCCNon-alcoholic fatty liver disease122/4205155/84655.69e-141.59e-128.14e-13122
hsa05020210EsophagusESCCPrion disease193/4205273/84656.42e-131.34e-116.89e-12193
hsa05418211EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0421829EsophagusESCCCellular senescence119/4205156/84655.89e-129.40e-114.81e-11119
hsa0516425EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa0493310EsophagusESCCAGE-RAGE signaling pathway in diabetic complications72/4205100/84654.15e-062.28e-051.17e-0572
hsa051629EsophagusESCCMeasles90/4205139/84652.16e-047.87e-044.03e-0490
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa0532320EsophagusESCCRheumatoid arthritis59/420593/84654.98e-031.27e-026.52e-0359
hsa051339EsophagusESCCPertussis48/420576/84651.21e-022.77e-021.42e-0248
hsa0502238EsophagusESCCPathways of neurodegeneration - multiple diseases318/4205476/84656.10e-152.04e-131.05e-13318
hsa0501038EsophagusESCCAlzheimer disease263/4205384/84651.80e-145.47e-132.80e-13263
hsa0493238EsophagusESCCNon-alcoholic fatty liver disease122/4205155/84655.69e-141.59e-128.14e-13122
hsa0502038EsophagusESCCPrion disease193/4205273/84656.42e-131.34e-116.89e-12193
hsa05418310EsophagusESCCFluid shear stress and atherosclerosis109/4205139/84652.00e-123.72e-111.90e-11109
hsa0421838EsophagusESCCCellular senescence119/4205156/84655.89e-129.40e-114.81e-11119
hsa0516435EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa0493317EsophagusESCCAGE-RAGE signaling pathway in diabetic complications72/4205100/84654.15e-062.28e-051.17e-0572
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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
IL1AIL1R1_IL1RAPIL1A_IL1R1_IL1RAPIL1CervixCC
IL1AIL1R2IL1A_IL1R2IL1EndometriumAEH
IL1AIL1R2IL1A_IL1R2IL1EndometriumEEC
IL1AIL1R2IL1A_IL1R2IL1HNSCCADJ
IL1AIL1R2IL1A_IL1R2IL1HNSCCOSCC
IL1AIL1R1_IL1RAPIL1A_IL1R1_IL1RAPIL1HNSCCPrecancer
IL1AIL1R2IL1A_IL1R2IL1HNSCCPrecancer
IL1AIL1R2IL1A_IL1R2IL1LungAAH
IL1AIL1R1_IL1RAPIL1A_IL1R1_IL1RAPIL1LungIAC
IL1AIL1R2IL1A_IL1R2IL1LungIAC
IL1AIL1R1_IL1RAPIL1A_IL1R1_IL1RAPIL1LungMIAC
IL1AIL1R2IL1A_IL1R2IL1LungMIAC
IL1AIL1R2IL1A_IL1R2IL1THCAADJ
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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
IL1ASNVMissense_Mutationc.125C>Ap.Pro42Glnp.P42QP01583protein_codingtolerated(0.06)benign(0.167)TCGA-A2-A3XZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycarboplatinCR
IL1AdeletionFrame_Shift_Delnovelc.263delTp.Leu88Terp.L88*P01583protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IL1ASNVMissense_Mutationc.217N>Ap.Val73Ilep.V73IP01583protein_codingtolerated(0.11)benign(0.012)TCGA-C5-A1M5-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
IL1ASNVMissense_Mutationc.518N>Tp.Ser173Leup.S173LP01583protein_codingdeleterious(0.04)benign(0.356)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IL1ASNVMissense_Mutationnovelc.505G>Tp.Gly169Cysp.G169CP01583protein_codingdeleterious(0.05)probably_damaging(0.958)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
IL1ASNVMissense_Mutationnovelc.164N>Tp.Ser55Ilep.S55IP01583protein_codingdeleterious(0.03)possibly_damaging(0.876)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IL1ASNVMissense_Mutationnovelc.466G>Ap.Ala156Thrp.A156TP01583protein_codingtolerated(0.26)benign(0.013)TCGA-D1-A17Q-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IL1ASNVMissense_Mutationnovelc.557N>Ap.Ile186Asnp.I186NP01583protein_codingdeleterious(0)probably_damaging(0.993)TCGA-DI-A1BU-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapypaclitaxelSD
IL1ASNVMissense_Mutationnovelc.416N>Tp.Ala139Valp.A139VP01583protein_codingtolerated(0.23)benign(0.001)TCGA-EO-A22U-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IL1ASNVMissense_Mutationnovelc.392A>Cp.Lys131Thrp.K131TP01583protein_codingtolerated(0.15)benign(0.277)TCGA-EO-A3B0-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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
3552IL1ACELL SURFACE, DRUGGABLE GENOMERILONACEPTRILONACEPT
3552IL1ACELL SURFACE, DRUGGABLE GENOMEXilonixBERMEKIMAB
3552IL1ACELL SURFACE, DRUGGABLE GENOMEABT-981
3552IL1ACELL SURFACE, DRUGGABLE GENOMERILONACEPTRILONACEPT
3552IL1ACELL SURFACE, DRUGGABLE GENOMEHYDROXYCHLOROQUINEHYDROXYCHLOROQUINE8336306
3552IL1ACELL SURFACE, DRUGGABLE GENOMEolanzapineOLANZAPINE21107309
3552IL1ACELL SURFACE, DRUGGABLE GENOMEAMG-108AMG-108
3552IL1ACELL SURFACE, DRUGGABLE GENOMEIMMUNOSUPPRESSANT1703047
3552IL1ACELL SURFACE, DRUGGABLE GENOMEinhibitorCHEMBL2109653BERMEKIMAB
3552IL1ACELL SURFACE, DRUGGABLE GENOMEMITOMYCIN-C8195120
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