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: IL20RA

Gene summary for IL20RA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL20RA

Gene ID

53832

Gene nameinterleukin 20 receptor subunit alpha
Gene AliasCRF2-8
Cytomap6q23.3
Gene Typeprotein-coding
GO ID

GO:0001894

UniProtAcc

Q9UHF4


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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
53832IL20RALZE20THumanEsophagusESCC3.09e-051.43e-010.0662
53832IL20RAP1T-EHumanEsophagusESCC1.43e-044.50e-010.0875
53832IL20RAP2T-EHumanEsophagusESCC9.75e-264.50e-010.1177
53832IL20RAP4T-EHumanEsophagusESCC3.77e-059.41e-020.1323
53832IL20RAP8T-EHumanEsophagusESCC2.18e-253.10e-010.0889
53832IL20RAP9T-EHumanEsophagusESCC1.49e-122.51e-010.1131
53832IL20RAP10T-EHumanEsophagusESCC6.54e-074.66e-020.116
53832IL20RAP12T-EHumanEsophagusESCC1.11e-254.32e-010.1122
53832IL20RAP15T-EHumanEsophagusESCC7.73e-071.66e-010.1149
53832IL20RAP16T-EHumanEsophagusESCC7.59e-255.18e-010.1153
53832IL20RAP20T-EHumanEsophagusESCC6.97e-152.77e-010.1124
53832IL20RAP21T-EHumanEsophagusESCC7.15e-065.29e-020.1617
53832IL20RAP22T-EHumanEsophagusESCC7.54e-051.02e-010.1236
53832IL20RAP23T-EHumanEsophagusESCC1.65e-183.86e-010.108
53832IL20RAP26T-EHumanEsophagusESCC8.08e-121.61e-010.1276
53832IL20RAP27T-EHumanEsophagusESCC2.33e-112.74e-010.1055
53832IL20RAP28T-EHumanEsophagusESCC3.01e-061.70e-010.1149
53832IL20RAP30T-EHumanEsophagusESCC1.06e-157.25e-010.137
53832IL20RAP31T-EHumanEsophagusESCC2.45e-061.18e-010.1251
53832IL20RAP36T-EHumanEsophagusESCC4.23e-039.28e-020.1187
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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
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
∗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:0097193111EsophagusESCCintrinsic apoptotic signaling pathway222/8552288/187235.87e-282.02e-25222
GO:2001233111EsophagusESCCregulation of apoptotic signaling pathway256/8552356/187234.11e-241.04e-21256
GO:2001242111EsophagusESCCregulation of intrinsic apoptotic signaling pathway128/8552164/187231.75e-171.50e-15128
GO:2001235110EsophagusESCCpositive regulation of apoptotic signaling pathway92/8552126/187233.91e-101.05e-0892
GO:200124417EsophagusESCCpositive regulation of intrinsic apoptotic signaling pathway43/855258/187239.86e-069.37e-0543
GO:200123320Oral cavityOSCCregulation of apoptotic signaling pathway242/7305356/187236.66e-293.24e-26242
GO:009719320Oral cavityOSCCintrinsic apoptotic signaling pathway202/7305288/187234.64e-271.73e-24202
GO:200124220Oral cavityOSCCregulation of intrinsic apoptotic signaling pathway123/7305164/187235.71e-219.77e-19123
GO:200123510Oral cavityOSCCpositive regulation of apoptotic signaling pathway92/7305126/187238.45e-155.19e-1392
GO:20012449Oral cavityOSCCpositive regulation of intrinsic apoptotic signaling pathway44/730558/187231.22e-082.48e-0744
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
GO:00487713Oral cavityOSCCtissue remodeling84/7305175/187239.39e-033.36e-0284
GO:0045453Oral cavityOSCCbone resorption35/730565/187231.07e-023.64e-0235
GO:0097193110Oral cavityLPintrinsic apoptotic signaling pathway146/4623288/187239.76e-222.78e-19146
GO:2001233110Oral cavityLPregulation of apoptotic signaling pathway168/4623356/187231.35e-203.02e-18168
GO:2001242110Oral cavityLPregulation of intrinsic apoptotic signaling pathway95/4623164/187239.85e-201.99e-1795
GO:200123518Oral cavityLPpositive regulation of apoptotic signaling pathway63/4623126/187237.17e-103.43e-0863
GO:200124416Oral cavityLPpositive regulation of intrinsic apoptotic signaling pathway33/462358/187231.63e-075.11e-0633
GO:009719329SkincSCCintrinsic apoptotic signaling pathway150/4864288/187231.76e-213.34e-19150
GO:200123329SkincSCCregulation of apoptotic signaling pathway173/4864356/187232.25e-203.44e-18173
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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
IL24IL20RA_IL20RBIL24_IL20RA_IL20RBIL10HNSCCOSCC
IL24IL20RA_IL20RBIL24_IL20RA_IL20RBIL10HNSCCPrecancer
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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
IL20RASNVMissense_Mutationnovelc.1419N>Tp.Glu473Aspp.E473DQ9UHF4protein_codingtolerated(0.06)benign(0.017)TCGA-A7-A6VY-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideCR
IL20RAinsertionNonsense_Mutationnovelc.1561_1562insCAGGTTGGTGGTAAGTTGGTCACATGTGAAAACCTCAACTATTp.Leu521ProfsTer5p.L521Pfs*5Q9UHF4protein_codingTCGA-A8-A07P-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilSD
IL20RAinsertionNonsense_Mutationnovelc.1287_1288insTCACTCATTTTATAAATACCp.Thr430SerfsTer5p.T430Sfs*5Q9UHF4protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL20RAinsertionNonsense_Mutationnovelc.1285_1286insCACTGTAAAAAATATTTCCCAAAp.Gly429AlafsTer3p.G429Afs*3Q9UHF4protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL20RAinsertionFrame_Shift_Insnovelc.1075_1076insTGGCAGGCTGTGTATTp.His359LeufsTer19p.H359Lfs*19Q9UHF4protein_codingTCGA-BH-A0HU-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
IL20RASNVMissense_Mutationc.1181N>Tp.Pro394Leup.P394LQ9UHF4protein_codingtolerated(0.12)benign(0.003)TCGA-DS-A0VM-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
IL20RASNVMissense_Mutationnovelc.1514A>Cp.Glu505Alap.E505AQ9UHF4protein_codingdeleterious(0.04)benign(0.112)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
IL20RASNVMissense_Mutationc.1142N>Ap.Ser381Tyrp.S381YQ9UHF4protein_codingtolerated(0.08)possibly_damaging(0.87)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IL20RASNVMissense_Mutationc.1235C>Tp.Ala412Valp.A412VQ9UHF4protein_codingtolerated(0.49)benign(0)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
IL20RASNVMissense_Mutationc.1532N>Tp.Gly511Valp.G511VQ9UHF4protein_codingtolerated(0.16)benign(0.021)TCGA-AZ-4614-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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