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: IL17RA

Gene summary for IL17RA

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL17RA

Gene ID

23765

Gene nameinterleukin 17 receptor A
Gene AliasCANDF5
Cytomap22q11.1
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q96F46


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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
23765IL17RALZE4THumanEsophagusESCC6.83e-078.67e-020.0811
23765IL17RALZE20THumanEsophagusESCC2.93e-048.79e-020.0662
23765IL17RALZE22THumanEsophagusESCC3.81e-032.97e-010.068
23765IL17RALZE24THumanEsophagusESCC1.69e-122.39e-010.0596
23765IL17RALZE21THumanEsophagusESCC4.66e-051.65e-010.0655
23765IL17RAP1T-EHumanEsophagusESCC4.54e-053.00e-010.0875
23765IL17RAP2T-EHumanEsophagusESCC2.24e-223.35e-010.1177
23765IL17RAP4T-EHumanEsophagusESCC1.64e-304.69e-010.1323
23765IL17RAP5T-EHumanEsophagusESCC5.63e-203.83e-010.1327
23765IL17RAP8T-EHumanEsophagusESCC1.77e-122.04e-010.0889
23765IL17RAP9T-EHumanEsophagusESCC1.22e-182.67e-010.1131
23765IL17RAP10T-EHumanEsophagusESCC4.23e-172.81e-010.116
23765IL17RAP11T-EHumanEsophagusESCC1.70e-103.88e-010.1426
23765IL17RAP12T-EHumanEsophagusESCC2.19e-182.92e-010.1122
23765IL17RAP15T-EHumanEsophagusESCC1.58e-202.66e-010.1149
23765IL17RAP16T-EHumanEsophagusESCC1.18e-203.81e-010.1153
23765IL17RAP19T-EHumanEsophagusESCC9.48e-031.52e-010.1662
23765IL17RAP20T-EHumanEsophagusESCC1.74e-162.08e-010.1124
23765IL17RAP21T-EHumanEsophagusESCC4.79e-101.72e-010.1617
23765IL17RAP22T-EHumanEsophagusESCC1.82e-203.93e-010.1236
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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
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.

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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:000961518EsophagusESCCresponse to virus238/8552367/187236.65e-143.32e-12238
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:000961511LiverHCCresponse to virus210/7958367/187237.32e-091.86e-07210
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:00321037Oral cavityOSCCpositive regulation of response to external stimulus203/7305427/187231.79e-041.22e-03203
GO:00192214Oral cavityOSCCcytokine-mediated signaling pathway222/7305472/187232.02e-041.35e-03222
GO:000181910Oral cavityOSCCpositive regulation of cytokine production213/7305467/187231.93e-038.96e-03213
GO:00313495Oral cavityOSCCpositive regulation of defense response127/7305278/187231.32e-024.39e-02127
GO:000961516Oral cavityLPresponse to virus143/4623367/187237.42e-103.52e-08143
GO:000961520ThyroidPTCresponse to virus162/5968367/187234.52e-077.41e-06162
GO:003210316ThyroidPTCpositive regulation of response to external stimulus167/5968427/187238.31e-045.13e-03167
GO:0009615111ThyroidATCresponse to virus173/6293367/187234.23e-087.71e-07173
GO:003210324ThyroidATCpositive regulation of response to external stimulus178/6293427/187232.61e-041.67e-03178
GO:000181924ThyroidATCpositive regulation of cytokine production189/6293467/187231.00e-035.31e-03189
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0465727EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa0465734EsophagusESCCIL-17 signaling pathway66/420594/84653.93e-051.75e-048.99e-0566
hsa049362LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa049363LiverHCCAlcoholic liver disease89/4020142/84651.73e-048.53e-044.75e-0489
hsa0465724Oral cavityOSCCIL-17 signaling pathway64/370494/84651.48e-067.87e-064.01e-0664
hsa049365Oral cavityOSCCAlcoholic liver disease78/3704142/84654.53e-031.12e-025.68e-0378
hsa04657112Oral cavityOSCCIL-17 signaling pathway64/370494/84651.48e-067.87e-064.01e-0664
hsa0493612Oral cavityOSCCAlcoholic liver disease78/3704142/84654.53e-031.12e-025.68e-0378
hsa0465725Oral cavityLPIL-17 signaling pathway47/241894/84658.45e-066.25e-054.03e-0547
hsa0465733Oral cavityLPIL-17 signaling pathway47/241894/84658.45e-066.25e-054.03e-0547
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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
IL17RASNVMissense_Mutationc.388N>Cp.Glu130Glnp.E130QQ96F46protein_codingtolerated(0.06)benign(0.012)TCGA-B6-A0IK-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
IL17RASNVMissense_Mutationc.632N>Tp.Thr211Ilep.T211IQ96F46protein_codingtolerated(0.13)benign(0.202)TCGA-EW-A1IZ-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxotereSD
IL17RASNVMissense_Mutationnovelc.2584N>Ap.Glu862Lysp.E862KQ96F46protein_codingtolerated_low_confidence(0.34)possibly_damaging(0.811)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
IL17RAinsertionFrame_Shift_Insnovelc.1056_1057insCCTTCCGGTTGGGGCCTCAGCCCTTGCCTGCCCCACCATGACCCTAp.Glu353ProfsTer20p.E353Pfs*20Q96F46protein_codingTCGA-B6-A0I8-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
IL17RASNVMissense_Mutationnovelc.739N>Ap.Glu247Lysp.E247KQ96F46protein_codingtolerated(0.6)benign(0.003)TCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
IL17RASNVMissense_Mutationnovelc.1405T>Cp.Cys469Argp.C469RQ96F46protein_codingtolerated(0.22)possibly_damaging(0.739)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IL17RASNVMissense_Mutationnovelc.1466A>Gp.Asp489Glyp.D489GQ96F46protein_codingdeleterious(0)probably_damaging(0.993)TCGA-FU-A23L-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IL17RASNVMissense_Mutationc.388G>Cp.Glu130Glnp.E130QQ96F46protein_codingtolerated(0.06)benign(0.012)TCGA-MA-AA41-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IL17RASNVMissense_Mutationrs200201810c.1862N>Tp.Ala621Valp.A621VQ96F46protein_codingtolerated(0.3)benign(0.003)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
IL17RASNVMissense_Mutationrs151220068c.581C>Tp.Thr194Metp.T194MQ96F46protein_codingtolerated(0.12)possibly_damaging(0.536)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
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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
23765IL17RADRUGGABLE GENOMETumor necrosis factor alpha (TNF-alpha) inhibitors27670766
23765IL17RADRUGGABLE GENOMECNTO-6785
23765IL17RADRUGGABLE GENOMEantibody187051841BRODALUMAB
23765IL17RADRUGGABLE GENOMEBrodalumabBRODALUMAB
23765IL17RADRUGGABLE GENOMEantagonistCHEMBL1742996BRODALUMAB
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