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: IL33

Gene summary for IL33

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL33

Gene ID

90865

Gene nameinterleukin 33
Gene AliasC9orf26
Cytomap9p24.1
Gene Typeprotein-coding
GO ID

GO:0000122

UniProtAcc

O95760


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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
90865IL33LZE8THumanEsophagusESCC5.00e-053.87e-010.067
90865IL33LZE6THumanEsophagusESCC4.30e-076.43e-010.0845
90865IL33P2T-EHumanEsophagusESCC8.84e-05-2.03e-010.1177
90865IL33P12T-EHumanEsophagusESCC4.30e-02-2.18e-010.1122
90865IL33P22T-EHumanEsophagusESCC5.36e-03-2.14e-010.1236
90865IL33P26T-EHumanEsophagusESCC3.97e-04-2.23e-010.1276
90865IL33P31T-EHumanEsophagusESCC5.79e-03-2.17e-010.1251
90865IL33P32T-EHumanEsophagusESCC5.14e-03-1.98e-010.1666
90865IL33P47T-EHumanEsophagusESCC2.20e-03-2.14e-010.1067
90865IL33P52T-EHumanEsophagusESCC1.45e-02-6.31e-020.1555
90865IL33P62T-EHumanEsophagusESCC2.67e-219.05e-010.1302
90865IL33P65T-EHumanEsophagusESCC2.37e-061.08e-010.0978
90865IL33P75T-EHumanEsophagusESCC4.86e-03-2.14e-010.1125
90865IL33P79T-EHumanEsophagusESCC2.56e-03-2.79e-020.1154
90865IL33P80T-EHumanEsophagusESCC4.40e-055.19e-010.155
90865IL33P130T-EHumanEsophagusESCC3.97e-04-2.23e-010.1676
90865IL33Pat01-BHumanStomachGC2.76e-34-1.05e+000.5754
90865IL33Pat02-BHumanStomachGC4.20e-41-1.03e+000.0368
90865IL33Pat03-BHumanStomachGC1.65e-30-1.03e+000.3693
90865IL33Pat04-BHumanStomachGC1.02e-15-1.03e+00-0.1483
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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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:00091002EsophagusESCCglycoprotein metabolic process226/8552387/187232.64e-073.94e-06226
GO:00091012EsophagusESCCglycoprotein biosynthetic process181/8552317/187232.54e-052.15e-04181
GO:000181916EsophagusESCCpositive regulation of cytokine production244/8552467/187232.29e-031.01e-02244
GO:0002696StomachGCpositive regulation of leukocyte activation46/1159409/187236.50e-051.46e-0346
GO:0050867StomachGCpositive regulation of cell activation46/1159420/187231.22e-042.33e-0346
GO:0070661StomachGCleukocyte proliferation35/1159318/187236.92e-049.20e-0335
GO:0070663StomachGCregulation of leukocyte proliferation28/1159245/187231.29e-031.45e-0228
GO:0032640StomachGCtumor necrosis factor production22/1159181/187231.88e-031.94e-0222
GO:0032680StomachGCregulation of tumor necrosis factor production22/1159181/187231.88e-031.94e-0222
GO:0001819StomachGCpositive regulation of cytokine production45/1159467/187232.17e-032.16e-0245
GO:0071706StomachGCtumor necrosis factor superfamily cytokine production22/1159186/187232.66e-032.46e-0222
GO:1903555StomachGCregulation of tumor necrosis factor superfamily cytokine production22/1159186/187232.66e-032.46e-0222
GO:0032760StomachGCpositive regulation of tumor necrosis factor production14/1159103/187234.42e-033.60e-0214
GO:1903557StomachGCpositive regulation of tumor necrosis factor superfamily cytokine production14/1159107/187236.22e-034.68e-0214
GO:00026961StomachCAG with IMpositive regulation of leukocyte activation42/1050409/187231.16e-042.50e-0342
GO:00508671StomachCAG with IMpositive regulation of cell activation42/1050420/187232.07e-043.87e-0342
GO:00706611StomachCAG with IMleukocyte proliferation34/1050318/187232.38e-044.27e-0334
GO:00706631StomachCAG with IMregulation of leukocyte proliferation27/1050245/187236.29e-048.92e-0327
GO:00018191StomachCAG with IMpositive regulation of cytokine production43/1050467/187239.84e-041.27e-0243
GO:00326401StomachCAG with IMtumor necrosis factor production21/1050181/187231.27e-031.52e-0221
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0516425EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa046234EsophagusESCCCytosolic DNA-sensing pathway49/420575/84654.35e-031.12e-025.74e-0349
hsa0516435EsophagusESCCInfluenza A122/4205171/84655.01e-094.79e-082.45e-08122
hsa0462311EsophagusESCCCytosolic DNA-sensing pathway49/420575/84654.35e-031.12e-025.74e-0349
hsa05164StomachGCInfluenza A27/708171/84659.20e-047.01e-034.94e-0327
hsa051641StomachGCInfluenza A27/708171/84659.20e-047.01e-034.94e-0327
hsa051642StomachCAG with IMInfluenza A26/640171/84654.49e-044.08e-032.87e-0326
hsa0421710StomachCAG with IMNecroptosis21/640159/84658.37e-034.59e-023.22e-0221
hsa051643StomachCAG with IMInfluenza A26/640171/84654.49e-044.08e-032.87e-0326
hsa0421711StomachCAG with IMNecroptosis21/640159/84658.37e-034.59e-023.22e-0221
hsa051644StomachCSGInfluenza A26/633171/84653.79e-043.33e-032.40e-0326
hsa042172StomachCSGNecroptosis21/633159/84657.42e-034.11e-022.96e-0221
hsa051645StomachCSGInfluenza A26/633171/84653.79e-043.33e-032.40e-0326
hsa042173StomachCSGNecroptosis21/633159/84657.42e-034.11e-022.96e-0221
hsa042174StomachCAGNecroptosis17/368159/84655.26e-044.61e-033.69e-0317
hsa042175StomachCAGNecroptosis17/368159/84655.26e-044.61e-033.69e-0317
hsa042176StomachWIMNecroptosis15/284159/84652.79e-043.01e-032.40e-0315
hsa051646StomachWIMInfluenza A13/284171/84654.89e-033.26e-022.60e-0213
hsa042177StomachWIMNecroptosis15/284159/84652.79e-043.01e-032.40e-0315
hsa051647StomachWIMInfluenza A13/284171/84654.89e-033.26e-022.60e-0213
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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
IL33IL1RL1_IL1RAPIL33_IL1RL1_IL1RAPIL1HNSCCPrecancer
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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
IL33SNVMissense_Mutationc.131N>Ap.Phe44Tyrp.F44YO95760protein_codingtolerated(0.63)benign(0.003)TCGA-A8-A09A-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IL33SNVMissense_Mutationc.427N>Gp.Tyr143Aspp.Y143DO95760protein_codingdeleterious(0.02)possibly_damaging(0.892)TCGA-B6-A0RN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
IL33SNVMissense_Mutationc.445G>Ap.Asp149Asnp.D149NO95760protein_codingdeleterious(0)possibly_damaging(0.74)TCGA-BH-A0B0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
IL33SNVMissense_Mutationnovelc.88N>Cp.Gly30Argp.G30RO95760protein_codingtolerated(1)benign(0)TCGA-E9-A5UP-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
IL33SNVMissense_Mutationc.784A>Tp.Asn262Tyrp.N262YO95760protein_codingdeleterious(0)probably_damaging(0.925)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
IL33SNVMissense_Mutationc.187G>Cp.Glu63Glnp.E63QO95760protein_codingdeleterious(0.01)possibly_damaging(0.55)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
IL33SNVMissense_Mutationrs770611056c.143N>Ap.Arg48Hisp.R48HO95760protein_codingdeleterious(0)possibly_damaging(0.718)TCGA-AP-A051-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
IL33SNVMissense_Mutationnovelc.484N>Gp.Ser162Glyp.S162GO95760protein_codingtolerated(0.07)benign(0.065)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IL33SNVMissense_Mutationnovelc.43N>Tp.Ala15Serp.A15SO95760protein_codingtolerated(0.07)possibly_damaging(0.61)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
IL33SNVMissense_Mutationnovelc.465N>Tp.Lys155Asnp.K155NO95760protein_codingdeleterious(0.03)benign(0.003)TCGA-AX-A0J0-01Endometriumuterine 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
90865IL33DRUGGABLE GENOMEAMG 282
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