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: IL1RN

Gene summary for IL1RN

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL1RN

Gene ID

3557

Gene nameinterleukin 1 receptor antagonist
Gene AliasDIRA
Cytomap2q14.1
Gene Typeprotein-coding
GO ID

GO:0001959

UniProtAcc

P18510


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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
3557IL1RNLZE24D1HumanEsophagusHGIN3.84e-035.45e-010.054
3557IL1RNP5T-EHumanEsophagusESCC2.40e-03-1.47e-010.1327
3557IL1RNP9T-EHumanEsophagusESCC1.26e-02-2.50e-020.1131
3557IL1RNP10T-EHumanEsophagusESCC3.78e-026.16e-020.116
3557IL1RNP16T-EHumanEsophagusESCC3.75e-03-2.16e-010.1153
3557IL1RNP21T-EHumanEsophagusESCC1.58e-145.64e-010.1617
3557IL1RNP22T-EHumanEsophagusESCC3.85e-131.62e-010.1236
3557IL1RNP23T-EHumanEsophagusESCC5.78e-272.27e+000.108
3557IL1RNP27T-EHumanEsophagusESCC1.09e-072.89e-020.1055
3557IL1RNP28T-EHumanEsophagusESCC7.74e-075.02e-010.1149
3557IL1RNP32T-EHumanEsophagusESCC9.70e-04-1.95e-010.1666
3557IL1RNP54T-EHumanEsophagusESCC5.39e-201.20e+000.0975
3557IL1RNP82T-EHumanEsophagusESCC1.21e-051.22e+000.1072
3557IL1RNP83T-EHumanEsophagusESCC5.63e-111.50e+000.1738
3557IL1RNP130T-EHumanEsophagusESCC5.63e-158.18e-010.1676
3557IL1RNC04HumanOral cavityOSCC5.68e-211.80e+000.2633
3557IL1RNC21HumanOral cavityOSCC1.08e-212.32e+000.2678
3557IL1RNC43HumanOral cavityOSCC3.98e-441.98e+000.1704
3557IL1RNC46HumanOral cavityOSCC1.65e-114.58e-010.1673
3557IL1RNC57HumanOral cavityOSCC2.86e-632.98e+000.1679
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
∗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:00607611Oral cavityNEOLPnegative regulation of response to cytokine stimulus20/200586/187236.22e-045.33e-0320
GO:003411312Oral cavityNEOLPheterotypic cell-cell adhesion15/200561/187231.58e-031.11e-0215
GO:002240822Oral cavityNEOLPnegative regulation of cell-cell adhesion33/2005196/187235.76e-033.04e-0233
GO:004854529SkincSCCresponse to steroid hormone135/4864339/187231.34e-084.09e-07135
GO:0051384110SkincSCCresponse to glucocorticoid57/4864148/187235.30e-043.97e-0357
GO:0031960110SkincSCCresponse to corticosteroid63/4864167/187235.35e-043.97e-0363
GO:00607596SkincSCCregulation of response to cytokine stimulus57/4864162/187235.77e-032.85e-0257
GO:000716224SkincSCCnegative regulation of cell adhesion98/4864303/187237.45e-033.50e-0298
GO:0031960StomachGCresponse to corticosteroid30/1159167/187231.18e-077.16e-0630
GO:0051384StomachGCresponse to glucocorticoid27/1159148/187233.64e-071.90e-0527
GO:00224076StomachGCregulation of cell-cell adhesion55/1159448/187239.21e-074.39e-0555
GO:00485456StomachGCresponse to steroid hormone42/1159339/187231.40e-054.54e-0442
GO:00716925StomachGCprotein localization to extracellular region43/1159368/187234.61e-051.11e-0343
GO:00093065StomachGCprotein secretion42/1159359/187235.46e-051.29e-0342
GO:00355925StomachGCestablishment of protein localization to extracellular region42/1159360/187235.82e-051.34e-0342
GO:00158335StomachGCpeptide transport32/1159264/187232.13e-043.61e-0332
GO:00428863StomachGCamide transport34/1159301/187235.16e-047.28e-0334
GO:00300735StomachGCinsulin secretion24/1159195/187231.01e-031.20e-0224
GO:00071623StomachGCnegative regulation of cell adhesion32/1159303/187232.24e-032.20e-0232
GO:0070555StomachGCresponse to interleukin-118/1159143/187233.20e-032.83e-0218
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
IL1RNSNVMissense_Mutationc.301N>Tp.Gly101Cysp.G101CP18510protein_codingdeleterious(0)probably_damaging(0.994)TCGA-B6-A0IE-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
IL1RNSNVMissense_Mutationnovelc.359N>Ap.Arg120Lysp.R120KP18510protein_codingtolerated(1)benign(0.001)TCGA-BH-A0EE-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelSD
IL1RNSNVMissense_Mutationrs764209607c.307N>Ap.Glu103Lysp.E103KP18510protein_codingtolerated(0.38)benign(0.031)TCGA-C8-A26V-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenCR
IL1RNSNVMissense_Mutationc.392C>Tp.Ser131Leup.S131LP18510protein_codingtolerated(0.09)benign(0.073)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
IL1RNSNVMissense_Mutationc.317T>Gp.Leu106Argp.L106RP18510protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3864-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IL1RNSNVMissense_Mutationrs780956028c.389N>Ap.Arg130Hisp.R130HP18510protein_codingtolerated(0.07)probably_damaging(0.999)TCGA-F4-6854-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IL1RNSNVMissense_Mutationrs373101669c.374N>Ap.Arg125Hisp.R125HP18510protein_codingdeleterious(0.01)possibly_damaging(0.771)TCGA-AG-3887-01Colorectumrectum adenocarcinomaMale>=65I/IIChemotherapyirinotecanSD
IL1RNSNVMissense_Mutationnovelc.149N>Gp.Thr50Serp.T50SP18510protein_codingtolerated(0.53)benign(0.009)TCGA-AG-A00Y-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownPD
IL1RNSNVMissense_Mutationrs143208167c.505N>Ap.Val169Ilep.V169IP18510protein_codingtolerated(0.48)benign(0)TCGA-A5-A0GG-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IL1RNSNVMissense_Mutationnovelc.157N>Ap.Leu53Metp.L53MP18510protein_codingdeleterious(0.05)benign(0.191)TCGA-AJ-A5DW-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
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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
3557IL1RNDRUGGABLE GENOMEAC-201DIACEREIN
3557IL1RNDRUGGABLE GENOMEhaloperidolHALOPERIDOL27023437
3557IL1RNDRUGGABLE GENOMETumor necrosis factor alpha (TNF-alpha) inhibitors24776844
3557IL1RNDRUGGABLE GENOMEMTXMETHOTREXATE8877917
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