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: IL27RA

Gene summary for IL27RA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL27RA

Gene ID

9466

Gene nameinterleukin 27 receptor subunit alpha
Gene AliasCRL1
Cytomap19p13.12
Gene Typeprotein-coding
GO ID

GO:0000018

UniProtAcc

Q6UWB1


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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
9466IL27RALZE7THumanEsophagusESCC5.14e-063.01e-010.0667
9466IL27RALZE8THumanEsophagusESCC8.35e-042.27e-010.067
9466IL27RALZE21THumanEsophagusESCC2.10e-064.32e-010.0655
9466IL27RALZE6THumanEsophagusESCC2.53e-042.79e-010.0845
9466IL27RAP2T-EHumanEsophagusESCC2.87e-415.86e-010.1177
9466IL27RAP4T-EHumanEsophagusESCC2.08e-245.73e-010.1323
9466IL27RAP5T-EHumanEsophagusESCC9.67e-183.28e-010.1327
9466IL27RAP11T-EHumanEsophagusESCC5.32e-052.49e-010.1426
9466IL27RAP12T-EHumanEsophagusESCC9.02e-111.96e-010.1122
9466IL27RAP15T-EHumanEsophagusESCC5.39e-061.41e-010.1149
9466IL27RAP16T-EHumanEsophagusESCC3.90e-426.97e-010.1153
9466IL27RAP17T-EHumanEsophagusESCC1.59e-042.68e-010.1278
9466IL27RAP20T-EHumanEsophagusESCC1.16e-037.80e-020.1124
9466IL27RAP21T-EHumanEsophagusESCC9.74e-224.33e-010.1617
9466IL27RAP22T-EHumanEsophagusESCC9.56e-081.61e-010.1236
9466IL27RAP23T-EHumanEsophagusESCC3.17e-062.53e-010.108
9466IL27RAP24T-EHumanEsophagusESCC4.31e-061.75e-010.1287
9466IL27RAP26T-EHumanEsophagusESCC4.44e-082.18e-010.1276
9466IL27RAP27T-EHumanEsophagusESCC2.41e-295.26e-010.1055
9466IL27RAP28T-EHumanEsophagusESCC9.44e-071.65e-010.1149
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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:005105215EsophagusESCCregulation of DNA metabolic process232/8552359/187232.40e-131.13e-11232
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:00507775EsophagusESCCnegative regulation of immune response112/8552194/187234.67e-042.62e-03112
GO:00063101EsophagusESCCDNA recombination168/8552305/187235.58e-043.05e-03168
GO:002240720EsophagusESCCregulation of cell-cell adhesion239/8552448/187235.88e-043.19e-03239
GO:000268316EsophagusESCCnegative regulation of immune system process231/8552434/187238.48e-044.36e-03231
GO:00025622EsophagusESCCsomatic diversification of immune receptors via germline recombination within a single locus43/855266/187231.10e-035.53e-0343
GO:00164442EsophagusESCCsomatic cell DNA recombination43/855266/187231.10e-035.53e-0343
GO:00164472EsophagusESCCsomatic recombination of immunoglobulin gene segments38/855257/187231.11e-035.56e-0338
GO:00022003EsophagusESCCsomatic diversification of immune receptors49/855277/187231.12e-035.60e-0349
GO:004211018EsophagusESCCT cell activation256/8552487/187231.18e-035.87e-03256
GO:002240919EsophagusESCCpositive regulation of cell-cell adhesion155/8552284/187231.50e-037.06e-03155
GO:00164452EsophagusESCCsomatic diversification of immunoglobulins43/855267/187231.73e-037.97e-0343
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:00023815EsophagusESCCimmunoglobulin production involved in immunoglobulin-mediated immune response44/855270/187232.80e-031.19e-0244
GO:005087015EsophagusESCCpositive regulation of T cell activation117/8552216/187237.23e-032.62e-02117
GO:000268515EsophagusESCCregulation of leukocyte migration114/8552210/187237.26e-032.63e-02114
GO:190303916EsophagusESCCpositive regulation of leukocyte cell-cell adhesion128/8552239/187238.40e-032.96e-02128
GO:0002204EsophagusESCCsomatic recombination of immunoglobulin genes involved in immune response31/855249/187239.89e-033.40e-0231
GO:0002208EsophagusESCCsomatic diversification of immunoglobulins involved in immune response31/855249/187239.89e-033.40e-0231
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa046599EsophagusESCCTh17 cell differentiation68/4205108/84653.53e-039.30e-034.76e-0368
hsa0465914EsophagusESCCTh17 cell differentiation68/4205108/84653.53e-039.30e-034.76e-0368
hsa046598Oral cavityOSCCTh17 cell differentiation65/3704108/84654.02e-041.25e-036.35e-0465
hsa0465913Oral cavityOSCCTh17 cell differentiation65/3704108/84654.02e-041.25e-036.35e-0465
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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
IL27RASNVMissense_Mutationc.109N>Tp.Gly37Trpp.G37WQ6UWB1protein_codingdeleterious(0)probably_damaging(0.92)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
IL27RASNVMissense_Mutationnovelc.1741N>Tp.Gly581Trpp.G581WQ6UWB1protein_codingdeleterious(0.03)possibly_damaging(0.908)TCGA-A7-A0DB-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
IL27RASNVMissense_Mutationrs374355041c.281N>Ap.Arg94Glnp.R94QQ6UWB1protein_codingtolerated(0.06)probably_damaging(0.997)TCGA-A7-A4SB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelCR
IL27RASNVMissense_Mutationc.107C>Gp.Ala36Glyp.A36GQ6UWB1protein_codingtolerated(0.05)benign(0.05)TCGA-A8-A08B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
IL27RASNVMissense_Mutationc.1519N>Tp.His507Tyrp.H507YQ6UWB1protein_codingtolerated(0.12)benign(0.006)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL27RASNVMissense_Mutationrs767019763c.1477N>Gp.Thr493Alap.T493AQ6UWB1protein_codingdeleterious(0)possibly_damaging(0.787)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL27RASNVMissense_Mutationc.169C>Gp.Leu57Valp.L57VQ6UWB1protein_codingtolerated(0.44)benign(0.001)TCGA-AO-A0J9-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycyclophosphamidePD
IL27RASNVMissense_Mutationnovelc.59N>Cp.Leu20Prop.L20PQ6UWB1protein_codingdeleterious(0)possibly_damaging(0.725)TCGA-C8-A3M7-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
IL27RASNVMissense_Mutationnovelc.400N>Cp.Gly134Argp.G134RQ6UWB1protein_codingtolerated(0.35)benign(0.035)TCGA-E2-A15P-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
IL27RASNVMissense_Mutationc.404C>Gp.Pro135Argp.P135RQ6UWB1protein_codingdeleterious(0.01)possibly_damaging(0.823)TCGA-E2-A1L6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
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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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