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: CTNNAL1

Gene summary for CTNNAL1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CTNNAL1

Gene ID

8727

Gene namecatenin alpha like 1
Gene AliasACRP
Cytomap9q31.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

B3KMX6


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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
8727CTNNAL1LZE7THumanEsophagusESCC2.91e-043.16e-010.0667
8727CTNNAL1LZE8THumanEsophagusESCC1.34e-03-2.25e-010.067
8727CTNNAL1LZE20THumanEsophagusESCC2.31e-02-3.09e-010.0662
8727CTNNAL1LZE24THumanEsophagusESCC7.02e-06-9.75e-020.0596
8727CTNNAL1P2T-EHumanEsophagusESCC2.00e-371.03e+000.1177
8727CTNNAL1P4T-EHumanEsophagusESCC6.01e-105.13e-010.1323
8727CTNNAL1P5T-EHumanEsophagusESCC6.83e-07-1.42e-010.1327
8727CTNNAL1P8T-EHumanEsophagusESCC4.87e-081.28e-010.0889
8727CTNNAL1P9T-EHumanEsophagusESCC6.84e-093.69e-010.1131
8727CTNNAL1P10T-EHumanEsophagusESCC3.28e-276.67e-010.116
8727CTNNAL1P11T-EHumanEsophagusESCC2.62e-181.14e+000.1426
8727CTNNAL1P15T-EHumanEsophagusESCC3.07e-158.22e-010.1149
8727CTNNAL1P16T-EHumanEsophagusESCC1.26e-161.77e-010.1153
8727CTNNAL1P17T-EHumanEsophagusESCC1.13e-066.76e-010.1278
8727CTNNAL1P19T-EHumanEsophagusESCC4.03e-037.61e-010.1662
8727CTNNAL1P20T-EHumanEsophagusESCC8.53e-051.48e-010.1124
8727CTNNAL1P21T-EHumanEsophagusESCC5.05e-411.08e+000.1617
8727CTNNAL1P22T-EHumanEsophagusESCC7.43e-044.77e-020.1236
8727CTNNAL1P23T-EHumanEsophagusESCC8.85e-035.56e-020.108
8727CTNNAL1P24T-EHumanEsophagusESCC3.52e-207.45e-010.1287
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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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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:000726510EsophagusESCCRas protein signal transduction201/8552337/187231.44e-072.30e-06201
GO:000726610EsophagusESCCRho protein signal transduction81/8552137/187231.03e-035.20e-0381
GO:000726521LiverHCCRas protein signal transduction187/7958337/187238.89e-071.35e-05187
GO:000726621LiverHCCRho protein signal transduction76/7958137/187231.46e-037.75e-0376
GO:00072659Oral cavityOSCCRas protein signal transduction185/7305337/187231.95e-094.60e-08185
GO:00072669Oral cavityOSCCRho protein signal transduction76/7305137/187236.64e-055.37e-0476
GO:00072658ProstateBPHRas protein signal transduction101/3107337/187235.64e-102.79e-08101
GO:00072668ProstateBPHRho protein signal transduction39/3107137/187233.37e-042.53e-0339
GO:000726514ProstateTumorRas protein signal transduction101/3246337/187236.29e-092.44e-07101
GO:000726614ProstateTumorRho protein signal transduction39/3246137/187238.18e-045.53e-0339
GO:000726516SkinAKRas protein signal transduction68/1910337/187232.83e-081.57e-0668
GO:000726616SkinAKRho protein signal transduction31/1910137/187231.60e-053.09e-0431
GO:000726523SkincSCCRas protein signal transduction132/4864337/187236.17e-081.57e-06132
GO:000726617SkincSCCRho protein signal transduction51/4864137/187232.38e-031.38e-0251
GO:000726518ThyroidHTRas protein signal transduction35/1272337/187238.17e-034.76e-0235
GO:000726519ThyroidPTCRas protein signal transduction162/5968337/187233.16e-101.02e-08162
GO:000726618ThyroidPTCRho protein signal transduction68/5968137/187231.09e-051.21e-0468
GO:000726524ThyroidATCRas protein signal transduction172/6293337/187232.25e-117.96e-10172
GO:000726619ThyroidATCRho protein signal transduction73/6293137/187231.58e-061.93e-0573
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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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
CTNNAL1SNVMissense_Mutationc.1202C>Ap.Ala401Glup.A401EQ9UBT7protein_codingdeleterious(0)probably_damaging(0.999)TCGA-E2-A15K-06Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
CTNNAL1SNVMissense_Mutationc.124N>Gp.Leu42Valp.L42VQ9UBT7protein_codingtolerated(1)benign(0.003)TCGA-E9-A243-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilPD
CTNNAL1SNVMissense_Mutationc.1317N>Tp.Lys439Asnp.K439NQ9UBT7protein_codingdeleterious(0.01)probably_damaging(0.918)TCGA-E9-A24A-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
CTNNAL1SNVMissense_Mutationc.1583G>Ap.Gly528Glup.G528EQ9UBT7protein_codingdeleterious(0)probably_damaging(0.941)TCGA-GM-A2D9-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
CTNNAL1deletionFrame_Shift_Delnovelc.786delTp.Phe262LeufsTer4p.F262Lfs*4Q9UBT7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CTNNAL1deletionFrame_Shift_Delnovelc.344delCp.Ala115GlufsTer6p.A115Efs*6Q9UBT7protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
CTNNAL1SNVMissense_Mutationnovelc.781N>Ap.Val261Ilep.V261IQ9UBT7protein_codingdeleterious(0)probably_damaging(0.994)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CTNNAL1SNVMissense_Mutationrs774871628c.820N>Cp.Glu274Glnp.E274QQ9UBT7protein_codingtolerated(0.29)probably_damaging(0.961)TCGA-C5-A1BL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CTNNAL1SNVMissense_Mutationc.886N>Tp.Ile296Phep.I296FQ9UBT7protein_codingtolerated(0.07)probably_damaging(0.998)TCGA-AA-3833-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
CTNNAL1SNVMissense_Mutationrs749689146c.1817C>Tp.Ser606Phep.S606FQ9UBT7protein_codingdeleterious(0)possibly_damaging(0.899)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
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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
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