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: IL13RA1

Gene summary for IL13RA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL13RA1

Gene ID

3597

Gene nameinterleukin 13 receptor subunit alpha 1
Gene AliasCD213A1
CytomapXq24
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

P78552


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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
3597IL13RA1HTA11_78_2000001011HumanColorectumAD1.98e-042.86e-01-0.1088
3597IL13RA1HTA11_347_2000001011HumanColorectumAD9.23e-114.14e-01-0.1954
3597IL13RA1HTA11_411_2000001011HumanColorectumSER2.27e-025.71e-01-0.2602
3597IL13RA1HTA11_99999965104_69814HumanColorectumMSS2.01e-085.20e-010.281
3597IL13RA1A015-C-203HumanColorectumFAP1.08e-05-1.27e-01-0.1294
3597IL13RA1A001-C-108HumanColorectumFAP7.08e-03-1.28e-01-0.0272
3597IL13RA1A015-C-106HumanColorectumFAP6.69e-05-1.38e-01-0.0511
3597IL13RA1A015-C-104HumanColorectumFAP4.83e-08-1.95e-01-0.1899
3597IL13RA1A002-C-016HumanColorectumFAP2.00e-02-7.58e-020.0521
3597IL13RA1A001-C-203HumanColorectumFAP1.68e-04-1.19e-01-0.0481
3597IL13RA1A002-C-116HumanColorectumFAP1.82e-07-9.78e-02-0.0452
3597IL13RA1F034HumanColorectumFAP1.10e-04-1.40e-01-0.0665
3597IL13RA1LZE20THumanEsophagusESCC2.42e-023.22e-010.0662
3597IL13RA1LZE24THumanEsophagusESCC8.75e-278.51e-010.0596
3597IL13RA1P1T-EHumanEsophagusESCC6.72e-118.50e-010.0875
3597IL13RA1P2T-EHumanEsophagusESCC5.86e-163.19e-010.1177
3597IL13RA1P4T-EHumanEsophagusESCC3.01e-112.58e-010.1323
3597IL13RA1P5T-EHumanEsophagusESCC6.90e-112.15e-010.1327
3597IL13RA1P8T-EHumanEsophagusESCC3.08e-307.17e-010.0889
3597IL13RA1P9T-EHumanEsophagusESCC6.18e-174.77e-010.1131
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
LiverThe 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.HCC: Hepatocellular carcinoma
NAFLD: Non-alcoholic fatty liver disease
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
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:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
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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
IL13RA1SNVMissense_Mutationc.478N>Gp.Leu160Valp.L160VP78552protein_codingdeleterious(0)probably_damaging(0.997)TCGA-A2-A0YK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
IL13RA1SNVMissense_Mutationc.825C>Gp.Phe275Leup.F275LP78552protein_codingtolerated(0.34)benign(0)TCGA-BH-A0DZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
IL13RA1SNVMissense_Mutationrs141752835c.239N>Tp.Pro80Leup.P80LP78552protein_codingtolerated(0.15)benign(0.033)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
IL13RA1SNVMissense_Mutationnovelc.133C>Ap.Leu45Ilep.L45IP78552protein_codingtolerated(0.19)possibly_damaging(0.895)TCGA-AA-3950-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IL13RA1SNVMissense_Mutationc.95A>Tp.Gln32Leup.Q32LP78552protein_codingtolerated(1)benign(0.003)TCGA-AA-A02W-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
IL13RA1SNVMissense_Mutationc.231A>Tp.Lys77Asnp.K77NP78552protein_codingdeleterious(0.05)possibly_damaging(0.63)TCGA-DM-A1D8-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
IL13RA1SNVMissense_Mutationc.247N>Tp.Arg83Cysp.R83CP78552protein_codingtolerated(0.07)benign(0.25)TCGA-G4-6628-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IL13RA1SNVMissense_Mutationnovelc.1113G>Tp.Lys371Asnp.K371NP78552protein_codingdeleterious(0)probably_damaging(0.963)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
IL13RA1SNVMissense_Mutationnovelc.383C>Ap.Ala128Aspp.A128DP78552protein_codingdeleterious(0)probably_damaging(0.99)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IL13RA1SNVMissense_Mutationnovelc.282N>Gp.Ile94Metp.I94MP78552protein_codingtolerated(0.22)possibly_damaging(0.593)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
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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
3597IL13RA1EXTERNAL SIDE OF PLASMA MEMBRANE, KINASE, DRUGGABLE GENOMECINTREDEKIN BESUDOTOX
3597IL13RA1EXTERNAL SIDE OF PLASMA MEMBRANE, KINASE, DRUGGABLE GENOMEAER001,AEROVANT
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