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: IL13RA2

Gene summary for IL13RA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL13RA2

Gene ID

3598

Gene nameinterleukin 13 receptor subunit alpha 2
Gene AliasCD213A2
CytomapXq23
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q14627


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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
3598IL13RA2ATC09HumanThyroidATC1.71e-462.54e+000.2871
3598IL13RA2ATC12HumanThyroidATC4.82e-021.82e-010.34
3598IL13RA2ATC13HumanThyroidATC1.84e-326.14e-010.34
3598IL13RA2ATC1HumanThyroidATC1.64e-482.72e+000.2878
3598IL13RA2ATC4HumanThyroidATC1.21e-032.36e-010.34
3598IL13RA2ATC5HumanThyroidATC1.84e-326.69e-010.34
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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:005165625ThyroidATCestablishment of organelle localization206/6293390/187232.62e-151.84e-13206
GO:005105114ThyroidATCnegative regulation of transport183/6293470/187238.12e-033.13e-02183
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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
IL13RA2SNVMissense_Mutationnovelc.115G>Cp.Glu39Glnp.E39QQ14627protein_codingtolerated(0.85)benign(0.007)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
IL13RA2SNVMissense_Mutationc.985C>Ap.Gln329Lysp.Q329KQ14627protein_codingtolerated(0.36)benign(0.001)TCGA-A8-A097-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
IL13RA2SNVMissense_Mutationc.202N>Cp.Glu68Glnp.E68QQ14627protein_codingtolerated(0.13)benign(0.022)TCGA-A8-A09Q-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
IL13RA2SNVMissense_Mutationc.881N>Tp.Thr294Ilep.T294IQ14627protein_codingtolerated(0.56)benign(0.003)TCGA-AN-A03X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL13RA2SNVMissense_Mutationc.967N>Gp.Ser323Glyp.S323GQ14627protein_codingdeleterious(0)probably_damaging(1)TCGA-D8-A1XL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamide+tamoxifenSD
IL13RA2SNVMissense_Mutationnovelc.1096N>Ap.Pro366Thrp.P366TQ14627protein_codingtolerated(0.34)benign(0.009)TCGA-E2-A56Z-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
IL13RA2SNVMissense_Mutationc.590N>Ap.Cys197Tyrp.C197YQ14627protein_codingdeleterious(0)probably_damaging(1)TCGA-C5-A1BK-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IL13RA2SNVMissense_Mutationrs375241228c.1027C>Tp.Arg343Cysp.R343CQ14627protein_codingtolerated(0.17)benign(0.03)TCGA-C5-A8YQ-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
IL13RA2SNVMissense_Mutationc.1032N>Gp.Phe344Leup.F344LQ14627protein_codingtolerated(0.29)benign(0.02)TCGA-A6-5660-01Colorectumcolon adenocarcinomaMale>=65III/IVAncillaryleucovorinSD
IL13RA2SNVMissense_Mutationc.365N>Gp.Ser122Cysp.S122CQ14627protein_codingdeleterious(0.02)benign(0.404)TCGA-AA-3509-01Colorectumcolon adenocarcinomaFemale<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
3598IL13RA2CELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMETralokinumabTRALOKINUMAB
3598IL13RA2CELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEAER001,AEROVANT
3598IL13RA2CELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMECHEMBL2108583CINTREDEKIN BESUDOTOX
3598IL13RA2CELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEICT-107
3598IL13RA2CELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMECINTREDEKIN BESUDOTOX
3598IL13RA2CELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEABT-308CENDAKIMAB
3598IL13RA2CELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEMB-101
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