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: IL10RB

Gene summary for IL10RB

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

IL10RB

Gene ID

3588

Gene nameinterleukin 10 receptor subunit beta
Gene AliasCDW210B
Cytomap21q22.11
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q08334


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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
3588IL10RBHTA11_3410_2000001011HumanColorectumAD2.13e-061.67e-010.0155
3588IL10RBHTA11_2487_2000001011HumanColorectumSER1.24e-196.48e-01-0.1808
3588IL10RBHTA11_1938_2000001011HumanColorectumAD1.86e-103.81e-01-0.0811
3588IL10RBHTA11_78_2000001011HumanColorectumAD1.55e-133.67e-01-0.1088
3588IL10RBHTA11_347_2000001011HumanColorectumAD3.49e-366.94e-01-0.1954
3588IL10RBHTA11_411_2000001011HumanColorectumSER3.95e-139.22e-01-0.2602
3588IL10RBHTA11_2112_2000001011HumanColorectumSER9.83e-158.71e-01-0.2196
3588IL10RBHTA11_3361_2000001011HumanColorectumAD7.26e-165.41e-01-0.1207
3588IL10RBHTA11_83_2000001011HumanColorectumSER3.93e-104.68e-01-0.1526
3588IL10RBHTA11_696_2000001011HumanColorectumAD4.06e-235.70e-01-0.1464
3588IL10RBHTA11_866_2000001011HumanColorectumAD5.89e-113.98e-01-0.1001
3588IL10RBHTA11_1391_2000001011HumanColorectumAD5.69e-225.13e-01-0.059
3588IL10RBHTA11_2992_2000001011HumanColorectumSER4.42e-074.95e-01-0.1706
3588IL10RBHTA11_5212_2000001011HumanColorectumAD1.01e-125.54e-01-0.2061
3588IL10RBHTA11_5216_2000001011HumanColorectumSER2.20e-033.84e-01-0.1462
3588IL10RBHTA11_546_2000001011HumanColorectumAD2.04e-115.36e-01-0.0842
3588IL10RBHTA11_866_3004761011HumanColorectumAD2.82e-082.19e-010.096
3588IL10RBHTA11_8622_2000001021HumanColorectumSER4.71e-063.72e-010.0528
3588IL10RBHTA11_7663_2000001011HumanColorectumSER3.92e-023.04e-010.0131
3588IL10RBHTA11_10623_2000001011HumanColorectumAD1.58e-022.14e-01-0.0177
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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
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:0006091ColorectumADgeneration of precursor metabolites and energy209/3918490/187233.17e-286.61e-25209
GO:0045333ColorectumADcellular respiration119/3918230/187233.21e-254.02e-22119
GO:0015980ColorectumADenergy derivation by oxidation of organic compounds143/3918318/187232.78e-222.49e-19143
GO:0043467ColorectumADregulation of generation of precursor metabolites and energy49/3918130/187238.33e-061.99e-0449
GO:0043457ColorectumADregulation of cellular respiration20/391849/187231.23e-031.09e-0220
GO:00453331ColorectumSERcellular respiration103/2897230/187232.35e-263.61e-23103
GO:00060911ColorectumSERgeneration of precursor metabolites and energy168/2897490/187231.39e-251.70e-22168
GO:00159801ColorectumSERenergy derivation by oxidation of organic compounds119/2897318/187235.28e-224.62e-19119
GO:00434671ColorectumSERregulation of generation of precursor metabolites and energy38/2897130/187234.94e-051.21e-0338
GO:00434571ColorectumSERregulation of cellular respiration16/289749/187232.11e-032.06e-0216
GO:00060912ColorectumMSSgeneration of precursor metabolites and energy186/3467490/187231.14e-242.15e-21186
GO:00453332ColorectumMSScellular respiration107/3467230/187231.64e-222.05e-19107
GO:00159802ColorectumMSSenergy derivation by oxidation of organic compounds131/3467318/187232.60e-212.70e-18131
GO:00434672ColorectumMSSregulation of generation of precursor metabolites and energy47/3467130/187231.47e-064.85e-0547
GO:00434572ColorectumMSSregulation of cellular respiration19/346749/187237.20e-047.70e-0319
GO:00060913ColorectumMSI-Hgeneration of precursor metabolites and energy93/1319490/187237.35e-193.14e-1693
GO:00453333ColorectumMSI-Hcellular respiration59/1319230/187231.08e-184.27e-1659
GO:00159803ColorectumMSI-Henergy derivation by oxidation of organic compounds67/1319318/187232.97e-161.03e-1367
GO:00434673ColorectumMSI-Hregulation of generation of precursor metabolites and energy21/1319130/187232.90e-047.17e-0321
GO:0009615ColorectumMSI-Hresponse to virus40/1319367/187233.99e-034.61e-0240
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05163ColorectumADHuman cytomegalovirus infection75/2092225/84652.00e-031.10e-027.01e-0375
hsa051631ColorectumADHuman cytomegalovirus infection75/2092225/84652.00e-031.10e-027.01e-0375
hsa051632ColorectumSERHuman cytomegalovirus infection57/1580225/84657.40e-033.84e-022.79e-0257
hsa051633ColorectumSERHuman cytomegalovirus infection57/1580225/84657.40e-033.84e-022.79e-0257
hsa051634ColorectumMSSHuman cytomegalovirus infection74/1875225/84651.12e-041.01e-036.19e-0474
hsa051635ColorectumMSSHuman cytomegalovirus infection74/1875225/84651.12e-041.01e-036.19e-0474
hsa05163210EsophagusESCCHuman cytomegalovirus infection148/4205225/84655.73e-074.00e-062.05e-06148
hsa0514525EsophagusESCCToxoplasmosis76/4205112/84656.83e-052.90e-041.48e-0476
hsa051527EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa0516338EsophagusESCCHuman cytomegalovirus infection148/4205225/84655.73e-074.00e-062.05e-06148
hsa05145111EsophagusESCCToxoplasmosis76/4205112/84656.83e-052.90e-041.48e-0476
hsa0515212EsophagusESCCTuberculosis111/4205180/84657.14e-042.32e-031.19e-03111
hsa0516312LiverCirrhoticHuman cytomegalovirus infection87/2530225/84652.67e-031.10e-026.76e-0387
hsa0514512LiverCirrhoticToxoplasmosis47/2530112/84654.16e-031.63e-021.00e-0247
hsa0516313LiverCirrhoticHuman cytomegalovirus infection87/2530225/84652.67e-031.10e-026.76e-0387
hsa0514513LiverCirrhoticToxoplasmosis47/2530112/84654.16e-031.63e-021.00e-0247
hsa0516322LiverHCCHuman cytomegalovirus infection131/4020225/84656.86e-042.77e-031.54e-03131
hsa0514521LiverHCCToxoplasmosis70/4020112/84659.25e-043.52e-031.96e-0370
hsa0516332LiverHCCHuman cytomegalovirus infection131/4020225/84656.86e-042.77e-031.54e-03131
hsa0514531LiverHCCToxoplasmosis70/4020112/84659.25e-043.52e-031.96e-0370
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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
IL10IL10RA_IL10RBIL10_IL10RA_IL10RBIL10EndometriumADJ
IL10IL10RA_IL10RBIL10_IL10RA_IL10RBIL10HNSCCOSCC
IL10IL10RA_IL10RBIL10_IL10RA_IL10RBIL10ProstateBPH
IL10IL10RA_IL10RBIL10_IL10RA_IL10RBIL10ProstateHealthy
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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
IL10RBSNVMissense_Mutationrs770606336c.358N>Ap.Val120Ilep.V120IQ08334protein_codingtolerated(0.13)benign(0.045)TCGA-A2-A04P-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapytaxolPD
IL10RBSNVMissense_Mutationrs138134904c.388N>Tp.Arg130Cysp.R130CQ08334protein_codingtolerated(0.09)benign(0.364)TCGA-A2-A04X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
IL10RBSNVMissense_Mutationnovelc.92N>Ap.Ser31Tyrp.S31YQ08334protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
IL10RBSNVMissense_Mutationc.907G>Cp.Glu303Glnp.E303QQ08334protein_codingtolerated(0.22)benign(0.067)TCGA-BH-A0W7-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
IL10RBSNVMissense_Mutationrs771890796c.857N>Tp.Ser286Leup.S286LQ08334protein_codingdeleterious(0.04)benign(0.01)TCGA-EW-A1PG-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydocetaxelSD
IL10RBinsertionFrame_Shift_Insnovelc.911_912insACGTCATCAGCTTGCTACCAGGTGGCTGGTCAGTp.Ser304ArgfsTer19p.S304Rfs*19Q08334protein_codingTCGA-BH-A0B8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
IL10RBSNVMissense_Mutationnovelc.261N>Cp.Leu87Phep.L87FQ08334protein_codingdeleterious(0.02)probably_damaging(0.951)TCGA-C5-A1MF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
IL10RBSNVMissense_Mutationrs776256199c.209N>Tp.Thr70Ilep.T70IQ08334protein_codingtolerated(0.23)benign(0.001)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
IL10RBSNVMissense_Mutationc.908N>Cp.Glu303Alap.E303AQ08334protein_codingdeleterious(0.02)benign(0.211)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
IL10RBSNVMissense_Mutationrs763342351c.592N>Tp.Arg198Trpp.R198WQ08334protein_codingtolerated(0.15)benign(0.02)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=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
3588IL10RBDRUGGABLE GENOMEagonistCHEMBL2108723PEGINTERFERON LAMBDA-1A
3588IL10RBDRUGGABLE GENOMEPEG-INTERFERON LAMBA
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