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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: IL2RG

Gene summary for IL2RG

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL2RG

Gene ID

3561

Gene nameinterleukin 2 receptor subunit gamma
Gene AliasCD132
CytomapXq13.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

P31785


Top

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
3561IL2RGHTA11_2487_2000001011HumanColorectumSER5.63e-227.47e-01-0.1808
3561IL2RGHTA11_1938_2000001011HumanColorectumAD8.28e-257.24e-01-0.0811
3561IL2RGHTA11_78_2000001011HumanColorectumAD7.85e-133.52e-01-0.1088
3561IL2RGHTA11_347_2000001011HumanColorectumAD2.61e-173.88e-01-0.1954
3561IL2RGHTA11_411_2000001011HumanColorectumSER2.63e-251.94e+00-0.2602
3561IL2RGHTA11_2112_2000001011HumanColorectumSER2.67e-181.31e+00-0.2196
3561IL2RGHTA11_3361_2000001011HumanColorectumAD5.46e-031.80e-01-0.1207
3561IL2RGHTA11_83_2000001011HumanColorectumSER2.83e-154.76e-01-0.1526
3561IL2RGHTA11_696_2000001011HumanColorectumAD4.40e-092.13e-01-0.1464
3561IL2RGHTA11_866_2000001011HumanColorectumAD2.05e-062.16e-01-0.1001
3561IL2RGHTA11_1391_2000001011HumanColorectumAD1.68e-072.25e-01-0.059
3561IL2RGHTA11_2992_2000001011HumanColorectumSER7.86e-218.48e-01-0.1706
3561IL2RGHTA11_5212_2000001011HumanColorectumAD2.09e-301.32e+00-0.2061
3561IL2RGHTA11_866_3004761011HumanColorectumAD3.98e-031.18e-010.096
3561IL2RGHTA11_4255_2000001011HumanColorectumSER3.40e-032.22e-010.0446
3561IL2RGHTA11_10711_2000001011HumanColorectumAD6.02e-031.35e-010.0338
3561IL2RGHTA11_6818_2000001021HumanColorectumAD1.59e-104.08e-010.0588
3561IL2RGHTA11_99999970781_79442HumanColorectumMSS9.04e-051.37e-010.294
3561IL2RGHTA11_99999965104_69814HumanColorectumMSS3.86e-113.30e-010.281
3561IL2RGHTA11_99999971662_82457HumanColorectumMSS1.12e-266.07e-010.3859
Page: 1 2 3 

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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:0098760ColorectumADresponse to interleukin-710/391815/187231.68e-042.29e-0310
GO:0098761ColorectumADcellular response to interleukin-710/391815/187231.68e-042.29e-0310
GO:00987601ColorectumSERresponse to interleukin-78/289715/187237.51e-049.68e-038
GO:00987611ColorectumSERcellular response to interleukin-78/289715/187237.51e-049.68e-038
GO:00987602ColorectumMSSresponse to interleukin-710/346715/187235.64e-059.87e-0410
GO:00987612ColorectumMSScellular response to interleukin-710/346715/187235.64e-059.87e-0410
GO:009876019EsophagusHGINresponse to interleukin-78/258715/187233.41e-045.55e-038
GO:009876119EsophagusHGINcellular response to interleukin-78/258715/187233.41e-045.55e-038
GO:0098760110EsophagusESCCresponse to interleukin-714/855215/187231.47e-049.85e-0414
GO:0098761110EsophagusESCCcellular response to interleukin-714/855215/187231.47e-049.85e-0414
GO:00987607LiverCirrhoticresponse to interleukin-710/463415/187237.26e-045.36e-0310
GO:00987617LiverCirrhoticcellular response to interleukin-710/463415/187237.26e-045.36e-0310
GO:00713532LiverCirrhoticcellular response to interleukin-417/463433/187238.32e-046.06e-0317
GO:00706702LiverCirrhoticresponse to interleukin-417/463436/187232.82e-031.63e-0217
GO:009876012LiverHCCresponse to interleukin-712/795815/187233.56e-031.59e-0212
GO:009876112LiverHCCcellular response to interleukin-712/795815/187233.56e-031.59e-0212
GO:007135311LiverHCCcellular response to interleukin-421/795833/187231.16e-024.28e-0221
GO:009876017Oral cavityOSCCresponse to interleukin-714/730515/187231.79e-051.74e-0414
GO:009876117Oral cavityOSCCcellular response to interleukin-714/730515/187231.79e-051.74e-0414
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
Page: 1 2 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa04144ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa05166ColorectumADHuman T-cell leukemia virus 1 infection72/2092222/84655.24e-032.44e-021.55e-0272
hsa041441ColorectumADEndocytosis111/2092251/84655.95e-121.42e-109.08e-11111
hsa051661ColorectumADHuman T-cell leukemia virus 1 infection72/2092222/84655.24e-032.44e-021.55e-0272
hsa041442ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa041443ColorectumSEREndocytosis81/1580251/84651.14e-072.36e-061.71e-0681
hsa041444ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa051662ColorectumMSSHuman T-cell leukemia virus 1 infection68/1875222/84651.84e-039.61e-035.89e-0368
hsa041445ColorectumMSSEndocytosis102/1875251/84651.85e-114.43e-102.71e-10102
hsa051663ColorectumMSSHuman T-cell leukemia virus 1 infection68/1875222/84651.84e-039.61e-035.89e-0368
hsa0414429EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa0516639EsophagusHGINHuman T-cell leukemia virus 1 infection51/1383222/84655.84e-034.05e-023.22e-0251
hsa04144113EsophagusHGINEndocytosis76/1383251/84651.74e-083.34e-072.65e-0776
hsa05166114EsophagusHGINHuman T-cell leukemia virus 1 infection51/1383222/84655.84e-034.05e-023.22e-0251
hsa04144210EsophagusESCCEndocytosis186/4205251/84659.74e-164.66e-142.39e-14186
hsa05166211EsophagusESCCHuman T-cell leukemia virus 1 infection164/4205222/84658.13e-142.09e-121.07e-12164
hsa051629EsophagusESCCMeasles90/4205139/84652.16e-047.87e-044.03e-0490
hsa046599EsophagusESCCTh17 cell differentiation68/4205108/84653.53e-039.30e-034.76e-0368
hsa046585EsophagusESCCTh1 and Th2 cell differentiation58/420592/84656.49e-031.60e-028.19e-0358
hsa041517EsophagusESCCPI3K-Akt signaling pathway197/4205354/84651.24e-022.83e-021.45e-02197
Page: 1 2 3 4 

Top

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
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2CervixCC
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2CRCADJ
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2CRCMSI-H
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2EndometriumADJ
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2EndometriumAEH
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2EndometriumEEC
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2EndometriumHealthy
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2GCADJ
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2GCGC
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2HNSCCADJ
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2HNSCCPrecancer
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2LiverHealthy
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2LungAAH
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2LungADJ
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2LungAIS
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2LungIAC
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2LungMIAC
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2LungPrecancer
IL7IL7R_IL2RGIL7_IL7R_IL2RGIL2SkinAK
Page: 1 

Top

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.
Page: 1 

Top

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
IL2RGSNVMissense_Mutationc.266A>Tp.Tyr89Phep.Y89FP31785protein_codingdeleterious(0.02)probably_damaging(0.959)TCGA-A2-A0EN-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
IL2RGSNVMissense_Mutationc.788N>Cp.Val263Alap.V263AP31785protein_codingdeleterious(0.04)probably_damaging(0.991)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
IL2RGinsertionFrame_Shift_Insrs745545309c.1082_1083insCp.Cys362MetfsTer7p.C362Mfs*7P31785protein_codingTCGA-BH-A0BR-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IL2RGSNVMissense_Mutationc.1036N>Tp.Pro346Serp.P346SP31785protein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IL2RGSNVMissense_Mutationc.665G>Ap.Arg222Hisp.R222HP31785protein_codingtolerated(0.36)benign(0.314)TCGA-AY-6386-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapy5-fuSD
IL2RGSNVMissense_Mutationnovelc.448A>Cp.Asn150Hisp.N150HP31785protein_codingdeleterious(0.01)possibly_damaging(0.898)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
IL2RGSNVMissense_Mutationc.994G>Ap.Val332Ilep.V332IP31785protein_codingdeleterious(0.03)probably_damaging(0.992)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
IL2RGSNVMissense_Mutationc.597A>Tp.Glu199Aspp.E199DP31785protein_codingtolerated(0.07)benign(0.232)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
IL2RGSNVMissense_Mutationnovelc.841T>Gp.Phe281Valp.F281VP31785protein_codingtolerated(0.77)benign(0)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
IL2RGSNVMissense_Mutationrs767758983c.857N>Tp.Thr286Metp.T286MP31785protein_codingtolerated(0.09)benign(0.226)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
Page: 1 2 3 4 5 

Top

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
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMECHEMBL1201550DENILEUKIN DIFTITOX
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEinhibitorCHEMBL1201605DACLIZUMAB
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEINTERLEUKIN-2 EXPRESSING PLASMID
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEagonistCHEMBL1201438ALDESLEUKIN
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEALDESLEUKINALDESLEUKIN
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEDENILEUKIN DIFTITOX
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMECYT-107
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEIL-2ALDESLEUKIN
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEINTERLEUKIN 2
3561IL2RGCELL SURFACE, EXTERNAL SIDE OF PLASMA MEMBRANE, DRUGGABLE GENOMEALDESLEUKINALDESLEUKIN
Page: 1 2