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: CTNNBL1

Gene summary for CTNNBL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CTNNBL1

Gene ID

56259

Gene namecatenin beta like 1
Gene AliasC20orf33
Cytomap20q11.23
Gene Typeprotein-coding
GO ID

GO:0002200

UniProtAcc

Q8WYA6


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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
56259CTNNBL1LZE4THumanEsophagusESCC8.34e-124.11e-010.0811
56259CTNNBL1LZE7THumanEsophagusESCC2.43e-083.91e-010.0667
56259CTNNBL1LZE8THumanEsophagusESCC6.03e-041.12e-010.067
56259CTNNBL1LZE24THumanEsophagusESCC2.40e-349.17e-010.0596
56259CTNNBL1LZE21THumanEsophagusESCC7.41e-041.99e-010.0655
56259CTNNBL1LZE6THumanEsophagusESCC2.02e-042.85e-010.0845
56259CTNNBL1P1T-EHumanEsophagusESCC2.74e-084.70e-010.0875
56259CTNNBL1P2T-EHumanEsophagusESCC3.94e-204.17e-010.1177
56259CTNNBL1P4T-EHumanEsophagusESCC2.50e-225.10e-010.1323
56259CTNNBL1P5T-EHumanEsophagusESCC4.38e-122.53e-010.1327
56259CTNNBL1P8T-EHumanEsophagusESCC1.79e-367.00e-010.0889
56259CTNNBL1P9T-EHumanEsophagusESCC8.11e-112.17e-010.1131
56259CTNNBL1P10T-EHumanEsophagusESCC1.25e-234.40e-010.116
56259CTNNBL1P11T-EHumanEsophagusESCC9.80e-125.18e-010.1426
56259CTNNBL1P12T-EHumanEsophagusESCC8.82e-387.14e-010.1122
56259CTNNBL1P15T-EHumanEsophagusESCC2.90e-265.62e-010.1149
56259CTNNBL1P16T-EHumanEsophagusESCC2.72e-417.46e-010.1153
56259CTNNBL1P17T-EHumanEsophagusESCC4.90e-155.90e-010.1278
56259CTNNBL1P19T-EHumanEsophagusESCC3.98e-097.58e-010.1662
56259CTNNBL1P20T-EHumanEsophagusESCC3.40e-296.51e-010.1124
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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
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
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:0008380111EsophagusESCCRNA splicing336/8552434/187231.74e-423.67e-39336
GO:00022003EsophagusESCCsomatic diversification of immune receptors49/855277/187231.12e-035.60e-0349
GO:00164452EsophagusESCCsomatic diversification of immunoglobulins43/855267/187231.73e-037.97e-0343
GO:000838022LiverHCCRNA splicing313/7958434/187231.36e-361.73e-33313
GO:0002200LiverHCCsomatic diversification of immune receptors44/795877/187236.70e-032.72e-0244
GO:0016445LiverHCCsomatic diversification of immunoglobulins38/795867/187231.32e-024.73e-0238
GO:000838020Oral cavityOSCCRNA splicing308/7305434/187232.43e-427.70e-39308
GO:00022002Oral cavityOSCCsomatic diversification of immune receptors40/730577/187231.42e-024.69e-0240
GO:000838025Oral cavityEOLPRNA splicing115/2218434/187232.24e-173.04e-14115
GO:00164451Oral cavityEOLPsomatic diversification of immunoglobulins16/221867/187234.37e-032.38e-0216
GO:00022001Oral cavityEOLPsomatic diversification of immune receptors17/221877/187237.79e-033.72e-0217
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:0008380113ThyroidPTCRNA splicing273/5968434/187234.44e-411.40e-37273
GO:00022004ThyroidPTCsomatic diversification of immune receptors35/596877/187238.56e-033.59e-0235
GO:00164453ThyroidPTCsomatic diversification of immunoglobulins31/596867/187239.51e-033.91e-0231
GO:000838034ThyroidATCRNA splicing270/6293434/187237.50e-351.19e-31270
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0304027EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0304037EsophagusESCCSpliceosome128/4205217/84653.31e-038.79e-034.50e-03128
hsa0304022LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
hsa0304032LiverHCCSpliceosome122/4020217/84655.55e-031.60e-028.91e-03122
hsa0304016Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
hsa0304017Oral cavityOSCCSpliceosome123/3704217/84657.21e-052.74e-041.40e-04123
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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
CTNNBL1SNVMissense_Mutationrs760728264c.124N>Tp.Arg42Trpp.R42WQ8WYA6protein_codingdeleterious(0.02)benign(0.251)TCGA-A2-A0YD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CTNNBL1SNVMissense_Mutationrs112045085c.55N>Tp.Arg19Trpp.R19WQ8WYA6protein_codingtolerated(0.07)possibly_damaging(0.76)TCGA-AC-A2BK-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapycytoxanCR
CTNNBL1SNVMissense_Mutationc.1021N>Ap.Leu341Ilep.L341IQ8WYA6protein_codingtolerated(0.1)possibly_damaging(0.893)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CTNNBL1SNVMissense_Mutationc.160N>Ap.Asp54Asnp.D54NQ8WYA6protein_codingtolerated(0.26)benign(0.124)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
CTNNBL1SNVMissense_Mutationc.1327N>Cp.Glu443Glnp.E443QQ8WYA6protein_codingdeleterious(0)probably_damaging(0.994)TCGA-C5-A1BE-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CTNNBL1SNVMissense_Mutationc.1024N>Gp.Met342Valp.M342VQ8WYA6protein_codingdeleterious(0)possibly_damaging(0.665)TCGA-A6-6780-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CTNNBL1SNVMissense_Mutationc.56G>Ap.Arg19Glnp.R19QQ8WYA6protein_codingtolerated(0.33)possibly_damaging(0.515)TCGA-AA-3680-01Colorectumcolon adenocarcinomaFemale>=65III/IVChemotherapyfolinicPD
CTNNBL1SNVMissense_Mutationnovelc.286A>Cp.Asn96Hisp.N96HQ8WYA6protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CTNNBL1SNVMissense_Mutationrs779142999c.86N>Ap.Arg29Hisp.R29HQ8WYA6protein_codingtolerated(0.07)benign(0.143)TCGA-AA-A02R-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CTNNBL1SNVMissense_Mutationnovelc.933N>Tp.Glu311Aspp.E311DQ8WYA6protein_codingdeleterious(0.01)probably_damaging(0.928)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
56259CTNNBL1NABeta-acetyldigoxinACETYLDIGOXIN
56259CTNNBL1NAAlpha-acetyldigoxinCHEMBL112750
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