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: IL23A

Gene summary for IL23A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL23A

Gene ID

51561

Gene nameinterleukin 23 subunit alpha
Gene AliasIL-23
Cytomap12q13.3
Gene Typeprotein-coding
GO ID

GO:0001775

UniProtAcc

Q9NPF7


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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
51561IL23ALZE7THumanEsophagusESCC3.98e-062.91e-010.0667
51561IL23AP1T-EHumanEsophagusESCC7.43e-091.20e+000.0875
51561IL23AP2T-EHumanEsophagusESCC2.98e-031.90e-010.1177
51561IL23AP4T-EHumanEsophagusESCC8.33e-133.12e-010.1323
51561IL23AP8T-EHumanEsophagusESCC3.75e-029.40e-020.0889
51561IL23AP11T-EHumanEsophagusESCC1.72e-045.52e-010.1426
51561IL23AP23T-EHumanEsophagusESCC4.42e-051.46e-010.108
51561IL23AP26T-EHumanEsophagusESCC3.11e-061.75e-010.1276
51561IL23AP37T-EHumanEsophagusESCC3.53e-031.04e-010.1371
51561IL23AP49T-EHumanEsophagusESCC6.53e-044.81e-010.1768
51561IL23AP52T-EHumanEsophagusESCC2.93e-082.62e-010.1555
51561IL23AP54T-EHumanEsophagusESCC2.11e-021.81e-010.0975
51561IL23AP62T-EHumanEsophagusESCC5.60e-041.37e-010.1302
51561IL23AP76T-EHumanEsophagusESCC2.52e-042.32e-010.1207
51561IL23AP83T-EHumanEsophagusESCC1.84e-084.57e-010.1738
51561IL23AP89T-EHumanEsophagusESCC3.35e-022.88e-010.1752
51561IL23AP126T-EHumanEsophagusESCC7.86e-042.97e-010.1125
51561IL23AP128T-EHumanEsophagusESCC1.91e-319.38e-010.1241
51561IL23AP130T-EHumanEsophagusESCC2.02e-175.24e-010.1676
51561IL23AC21HumanOral cavityOSCC5.36e-042.28e-010.2678
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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
∗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:00181084EsophagusESCCpeptidyl-tyrosine phosphorylation200/8552375/187231.60e-037.45e-03200
GO:190210510EsophagusESCCregulation of leukocyte differentiation152/8552279/187231.82e-038.35e-03152
GO:190122414EsophagusESCCpositive regulation of NIK/NF-kappaB signaling44/855269/187231.86e-038.42e-0344
GO:00507303EsophagusESCCregulation of peptidyl-tyrosine phosphorylation144/8552264/187232.22e-039.78e-03144
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:000276311EsophagusESCCpositive regulation of myeloid leukocyte differentiation37/855258/187234.12e-031.64e-0237
GO:00456213EsophagusESCCpositive regulation of lymphocyte differentiation61/8552104/187235.22e-031.97e-0261
GO:00380615EsophagusESCCNIK/NF-kappaB signaling81/8552143/187235.33e-032.00e-0281
GO:000276115EsophagusESCCregulation of myeloid leukocyte differentiation69/8552120/187236.00e-032.21e-0269
GO:005087015EsophagusESCCpositive regulation of T cell activation117/8552216/187237.23e-032.62e-02117
GO:00302176EsophagusESCCT cell differentiation137/8552257/187238.09e-032.87e-02137
GO:190303916EsophagusESCCpositive regulation of leukocyte cell-cell adhesion128/8552239/187238.40e-032.96e-02128
GO:000715918EsophagusESCCleukocyte cell-cell adhesion192/8552371/187231.03e-023.51e-02192
GO:190303717EsophagusESCCregulation of leukocyte cell-cell adhesion174/8552336/187231.36e-024.43e-02174
GO:00303165EsophagusESCCosteoclast differentiation54/855294/187231.43e-024.65e-0254
GO:00300984EsophagusESCClymphocyte differentiation192/8552374/187231.52e-024.93e-02192
GO:000961515Oral cavityOSCCresponse to virus215/7305367/187231.63e-149.41e-13215
GO:003009920Oral cavityOSCCmyeloid cell differentiation213/7305381/187231.24e-114.42e-10213
GO:00516074Oral cavityOSCCdefense response to virus154/7305265/187231.96e-105.63e-09154
GO:01405464Oral cavityOSCCdefense response to symbiont154/7305265/187231.96e-105.63e-09154
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa046259EsophagusESCCC-type lectin receptor signaling pathway73/4205104/84651.57e-057.98e-054.09e-0573
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa046599EsophagusESCCTh17 cell differentiation68/4205108/84653.53e-039.30e-034.76e-0368
hsa0532320EsophagusESCCRheumatoid arthritis59/420593/84654.98e-031.27e-026.52e-0359
hsa051339EsophagusESCCPertussis48/420576/84651.21e-022.77e-021.42e-0248
hsa0462513EsophagusESCCC-type lectin receptor signaling pathway73/4205104/84651.57e-057.98e-054.09e-0573
hsa0515212EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa0465914EsophagusESCCTh17 cell differentiation68/4205108/84653.53e-039.30e-034.76e-0368
hsa05323110EsophagusESCCRheumatoid arthritis59/420593/84654.98e-031.27e-026.52e-0359
hsa0513314EsophagusESCCPertussis48/420576/84651.21e-022.77e-021.42e-0248
hsa046258Oral cavityOSCCC-type lectin receptor signaling pathway73/3704104/84653.83e-083.12e-071.59e-0773
hsa051526Oral cavityOSCCTuberculosis105/3704180/84655.00e-052.04e-041.04e-04105
hsa051338Oral cavityOSCCPertussis50/370476/84658.34e-053.04e-041.55e-0450
hsa046598Oral cavityOSCCTh17 cell differentiation65/3704108/84654.02e-041.25e-036.35e-0465
hsa0532318Oral cavityOSCCRheumatoid arthritis56/370493/84659.72e-042.76e-031.40e-0356
hsa0462512Oral cavityOSCCC-type lectin receptor signaling pathway73/3704104/84653.83e-083.12e-071.59e-0773
hsa0515211Oral cavityOSCCTuberculosis105/3704180/84655.00e-052.04e-041.04e-04105
hsa0513313Oral cavityOSCCPertussis50/370476/84658.34e-053.04e-041.55e-0450
hsa0465913Oral cavityOSCCTh17 cell differentiation65/3704108/84654.02e-041.25e-036.35e-0465
hsa0532319Oral cavityOSCCRheumatoid arthritis56/370493/84659.72e-042.76e-031.40e-0356
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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
IL23ASNVMissense_Mutationc.146N>Tp.Pro49Leup.P49LQ9NPF7protein_codingtolerated(0.31)benign(0.003)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
IL23AinsertionIn_Frame_Insnovelc.541_542insTCTGCTp.Ala181delinsValCysSerp.A181delinsVCSQ9NPF7protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL23AinsertionFrame_Shift_Insnovelc.543_544insCTGATAGCCCTGTGGGCCAGCTTp.His182LeufsTer14p.H182Lfs*14Q9NPF7protein_codingTCGA-A2-A0EV-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL23ASNVMissense_Mutationrs201997002c.317N>Tp.Ser106Leup.S106LQ9NPF7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IL23AinsertionIn_Frame_Insnovelc.342_343insGGTTTAp.Ser114_Leu115insGlyLeup.S114_L115insGLQ9NPF7protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IL23AinsertionFrame_Shift_Insnovelc.343_344insCAp.Leu115ProfsTer62p.L115Pfs*62Q9NPF7protein_codingTCGA-AM-5820-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
IL23ASNVMissense_Mutationc.140N>Tp.Ala47Valp.A47VQ9NPF7protein_codingtolerated(0.2)benign(0.048)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IL23ASNVMissense_Mutationc.492N>Cp.Lys164Asnp.K164NQ9NPF7protein_codingtolerated(0.06)probably_damaging(0.997)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
IL23ASNVMissense_Mutationnovelc.280N>Ap.His94Asnp.H94NQ9NPF7protein_codingtolerated(0.13)benign(0.333)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IL23ASNVMissense_Mutationrs199760416c.533N>Ap.Arg178Glnp.R178QQ9NPF7protein_codingdeleterious(0)probably_damaging(1)TCGA-B5-A11E-01Endometriumuterine corpus endometrioid carcinomaFemale<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
51561IL23ADRUGGABLE GENOMEBRIAKINUMABBRIAKINUMAB
51561IL23ADRUGGABLE GENOMEUstekinumabUSTEKINUMAB
51561IL23ADRUGGABLE GENOMEustekinumabUSTEKINUMAB
51561IL23ADRUGGABLE GENOMEinhibitorCHEMBL1742995BRIAKINUMAB
51561IL23ADRUGGABLE GENOMECNTO 1275
51561IL23ADRUGGABLE GENOMEAMG-139BRAZIKUMAB
51561IL23ADRUGGABLE GENOMEUSTEKINUMABUSTEKINUMAB
51561IL23ADRUGGABLE GENOMEUstekinumabUSTEKINUMAB
51561IL23ADRUGGABLE GENOMEUSTEKINUMABUSTEKINUMAB
51561IL23ADRUGGABLE GENOMETildrakizumabTILDRAKIZUMAB
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