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:0048545111EsophagusESCCresponse to steroid hormone204/8552339/187234.47e-088.11e-07204
GO:00607595EsophagusESCCregulation of response to cytokine stimulus103/8552162/187233.14e-063.53e-05103
GO:00073698EsophagusESCCgastrulation115/8552185/187234.35e-064.64e-05115
GO:00019595EsophagusESCCregulation of cytokine-mediated signaling pathway95/8552150/187239.48e-069.04e-0595
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:003196020EsophagusESCCresponse to corticosteroid95/8552167/187232.27e-039.99e-0395
GO:005138420EsophagusESCCresponse to glucocorticoid85/8552148/187232.60e-031.11e-0285
GO:000930617EsophagusESCCprotein secretion190/8552359/187233.22e-031.34e-02190
GO:003559217EsophagusESCCestablishment of protein localization to extracellular region190/8552360/187233.77e-031.53e-02190
GO:007169210EsophagusESCCprotein localization to extracellular region193/8552368/187235.01e-031.92e-02193
GO:00341143EsophagusESCCregulation of heterotypic cell-cell adhesion18/855226/187231.32e-024.31e-0218
GO:00341135EsophagusESCCheterotypic cell-cell adhesion37/855261/187231.32e-024.31e-0237
GO:004854520Oral cavityOSCCresponse to steroid hormone186/7305339/187231.86e-094.42e-08186
GO:00019594Oral cavityOSCCregulation of cytokine-mediated signaling pathway87/7305150/187231.82e-062.35e-0587
GO:00607594Oral cavityOSCCregulation of response to cytokine stimulus92/7305162/187233.25e-063.90e-0592
GO:002240718Oral cavityOSCCregulation of cell-cell adhesion218/7305448/187231.71e-051.68e-04218
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
GO:00073697Oral cavityOSCCgastrulation95/7305185/187234.17e-042.54e-0395
GO:003196018Oral cavityOSCCresponse to corticosteroid86/7305167/187236.79e-043.79e-0386
GO:00071629Oral cavityOSCCnegative regulation of cell adhesion145/7305303/187239.95e-045.18e-03145
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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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