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: IL1RL1

Gene summary for IL1RL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL1RL1

Gene ID

9173

Gene nameinterleukin 1 receptor like 1
Gene AliasDER4
Cytomap2q12.1
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q01638


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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
9173IL1RL1CA_HPV_1HumanCervixCC1.24e-19-5.36e-010.0264
9173IL1RL1CA_HPV_3HumanCervixCC1.91e-05-3.57e-010.0414
9173IL1RL1N_HPV_2HumanCervixN_HPV2.59e-05-3.72e-01-0.0131
9173IL1RL1CCI_1HumanCervixCC1.23e-03-5.79e-010.528
9173IL1RL1CCI_2HumanCervixCC3.50e-03-5.79e-010.5249
9173IL1RL1CCI_3HumanCervixCC1.82e-05-5.79e-010.516
9173IL1RL1CCII_1HumanCervixCC2.82e-08-5.79e-010.3249
9173IL1RL1TumorHumanCervixCC1.16e-23-5.79e-010.1241
9173IL1RL1sample1HumanCervixCC1.27e-06-5.79e-010.0959
9173IL1RL1sample3HumanCervixCC3.06e-19-5.51e-010.1387
9173IL1RL1H2HumanCervixHSIL_HPV8.15e-16-5.39e-010.0632
9173IL1RL1L1HumanCervixCC2.98e-09-5.79e-010.0802
9173IL1RL1T1HumanCervixCC2.01e-16-5.79e-010.0918
9173IL1RL1T2HumanCervixCC6.62e-03-5.79e-010.0709
9173IL1RL1T3HumanCervixCC2.48e-14-5.51e-010.1389
9173IL1RL1EOLP-1HumanOral cavityEOLP4.24e-115.44e-01-0.0202
9173IL1RL1EOLP-2HumanOral cavityEOLP2.15e-155.60e-01-0.0203
9173IL1RL1Adj_PTCwithHT_6HumanThyroidHT2.31e-12-6.59e-010.02
9173IL1RL1Adj_PTCwithHT_8HumanThyroidHT2.40e-10-6.59e-010.0267
9173IL1RL1PTCwithHT_6HumanThyroidHT4.35e-12-6.32e-010.02
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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
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
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:00321035CervixCCpositive regulation of response to external stimulus95/2311427/187235.44e-095.03e-0795
GO:00026837CervixCCnegative regulation of immune system process94/2311434/187232.63e-081.87e-0694
GO:00018197CervixCCpositive regulation of cytokine production95/2311467/187234.88e-071.85e-0595
GO:00313494CervixCCpositive regulation of defense response60/2311278/187239.38e-062.11e-0460
GO:00507273CervixCCregulation of inflammatory response75/2311386/187233.95e-056.18e-0475
GO:00507294CervixCCpositive regulation of inflammatory response34/2311142/187239.51e-051.25e-0334
GO:00192213CervixCCcytokine-mediated signaling pathway84/2311472/187233.25e-043.44e-0384
GO:00507773CervixCCnegative regulation of immune response41/2311194/187233.63e-043.76e-0341
GO:00026967CervixCCpositive regulation of leukocyte activation72/2311409/187231.13e-039.31e-0372
GO:00508676CervixCCpositive regulation of cell activation73/2311420/187231.50e-031.16e-0273
GO:00024603CervixCCadaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains62/2311356/187233.09e-032.03e-0262
GO:00421163CervixCCmacrophage activation23/2311106/187234.65e-032.81e-0223
GO:0002819CervixCCregulation of adaptive immune response35/2311183/187235.38e-033.11e-0235
GO:00022743CervixCCmyeloid leukocyte activation41/2311223/187235.66e-033.25e-0241
GO:0002822CervixCCregulation of adaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains32/2311168/187238.00e-034.18e-0232
GO:000269611CervixHSIL_HPVpositive regulation of leukocyte activation44/737409/187231.58e-093.04e-0744
GO:005086711CervixHSIL_HPVpositive regulation of cell activation44/737420/187233.59e-095.76e-0744
GO:005072711CervixHSIL_HPVregulation of inflammatory response41/737386/187238.30e-091.03e-0641
GO:000246011CervixHSIL_HPVadaptive immune response based on somatic recombination of immune receptors built from immunoglobulin superfamily domains37/737356/187237.84e-085.32e-0637
GO:003210312CervixHSIL_HPVpositive regulation of response to external stimulus41/737427/187231.40e-079.01e-0641
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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
IL33IL1RL1_IL1RAPIL33_IL1RL1_IL1RAPIL1HNSCCPrecancer
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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
IL1RL1SNVMissense_Mutationc.1057N>Cp.Phe353Leup.F353LQ01638protein_codingdeleterious(0.01)probably_damaging(0.998)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IL1RL1SNVMissense_Mutationnovelc.1129N>Ap.Tyr377Asnp.Y377NQ01638protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B6-A400-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
IL1RL1SNVMissense_Mutationc.491N>Tp.Ser164Leup.S164LQ01638protein_codingtolerated(0.09)benign(0.438)TCGA-BH-A18J-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
IL1RL1SNVMissense_Mutationc.971N>Ap.Ile324Asnp.I324NQ01638protein_codingtolerated(0.14)benign(0.001)TCGA-E2-A1LA-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
IL1RL1insertionFrame_Shift_Insnovelc.1483_1484insCACAAAAp.Leu496GlnfsTer27p.L496Qfs*27Q01638protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL1RL1insertionFrame_Shift_Insnovelc.1485_1486insGGTTCTCTATCCACACATATCTCCAp.Leu496GlyfsTer33p.L496Gfs*33Q01638protein_codingTCGA-AN-A0AK-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL1RL1SNVMissense_Mutationrs765447417c.44C>Tp.Ser15Phep.S15FQ01638protein_codingtolerated(0.76)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IL1RL1SNVMissense_Mutationnovelc.826T>Gp.Phe276Valp.F276VQ01638protein_codingtolerated(0.49)benign(0.02)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IL1RL1SNVMissense_Mutationrs747107463c.393N>Gp.Ile131Metp.I131MQ01638protein_codingdeleterious(0)probably_damaging(1)TCGA-FU-A3HZ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IL1RL1SNVMissense_Mutationnovelc.281N>Ap.Phe94Tyrp.F94YQ01638protein_codingtolerated(1)benign(0.014)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
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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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