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: CEL

Gene summary for CEL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CEL

Gene ID

1056

Gene namecarboxyl ester lipase
Gene AliasBAL
Cytomap9q34.13
Gene Typeprotein-coding
GO ID

GO:0001941

UniProtAcc

B4DSX9


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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
1056CELHTA11_99999971662_82457HumanColorectumMSS5.53e-051.33e-010.3859
1056CELHTA11_99999973899_84307HumanColorectumMSS9.86e-042.59e-010.2585
1056CELHTA11_99999974143_84620HumanColorectumMSS1.34e-961.89e+000.3005
1056CELCRC-1-8810HumanColorectumCRC5.83e-135.65e-010.6257
1056CELHTA12-15-2HumanPancreasPDAC2.78e-44-2.37e+000.2315
1056CELHTA12-23-1HumanPancreasPDAC5.00e-31-2.37e+000.3405
1056CELHTA12-25-1HumanPancreasPDAC1.86e-43-2.37e+000.313
1056CELHTA12-26-1HumanPancreasPDAC3.54e-52-2.37e+000.3728
1056CELHTA12-29-1HumanPancreasPDAC1.09e-119-2.37e+000.3722
1056CELHTA12-3-16HumanPancreasPDAC1.74e-10-2.37e+000.1553
1056CELHTA12-30-1HumanPancreasPDAC1.00e-11-2.37e+000.3671
1056CELHTA12-32-1HumanPancreasPDAC7.29e-14-1.93e+000.3624
1056CELHTA12-9-1HumanPancreasPDAC5.33e-67-2.30e+000.1532
1056CELHTA12-9-2HumanPancreasPDAC2.43e-26-5.78e-010.0835
1056CELHTA12-9-3HumanPancreasPDAC1.45e-36-2.37e+000.2045
1056CEL4347-ECHumanPancreasPanIN4.74e-45-5.13e-010.0572
1056CEL4741-EC1HumanPancreasPanIN1.76e-021.12e-010.0223
1056CEL4741-EC2HumanPancreasPanIN1.33e-211.56e-010.0194
1056CEL181429HumanPancreasPDAC8.07e-20-2.37e+000.1416
1056CEL61354830HumanPancreasPDAC1.00e-11-2.37e+000.1458
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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
∗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:00606066Oral cavityOSCCtube closure52/730589/187231.59e-041.10e-0352
GO:006007010Oral cavityOSCCcanonical Wnt signaling pathway148/7305303/187232.89e-041.82e-03148
GO:00018388Oral cavityOSCCembryonic epithelial tube formation66/7305121/187233.70e-042.26e-0366
GO:003514810Oral cavityOSCCtube formation78/7305148/187234.82e-042.85e-0378
GO:00303248Oral cavityOSCClung development91/7305177/187235.18e-043.01e-0391
GO:005087819Oral cavityOSCCregulation of body fluid levels179/7305379/187236.19e-043.50e-03179
GO:00163315Oral cavityOSCCmorphogenesis of embryonic epithelium77/7305147/187236.63e-043.72e-0377
GO:00002456Oral cavityOSCCspliceosomal complex assembly45/730579/187239.13e-044.81e-0345
GO:00301779Oral cavityOSCCpositive regulation of Wnt signaling pathway73/7305140/187231.06e-035.46e-0373
GO:00721758Oral cavityOSCCepithelial tube formation69/7305132/187231.32e-036.56e-0369
GO:004592710Oral cavityOSCCpositive regulation of growth125/7305259/187231.44e-036.97e-03125
GO:00605416Oral cavityOSCCrespiratory system development100/7305203/187231.83e-038.60e-03100
GO:00342495Oral cavityOSCCnegative regulation of cellular amide metabolic process130/7305273/187232.20e-031.00e-02130
GO:00219158Oral cavityOSCCneural tube development77/7305152/187232.26e-031.00e-0277
GO:00604256Oral cavityOSCClung morphogenesis29/730550/187235.01e-031.96e-0229
GO:00162463Oral cavityOSCCRNA interference10/730513/187236.32e-032.35e-0210
GO:00605629Oral cavityOSCCepithelial tube morphogenesis149/7305325/187236.73e-032.50e-02149
GO:0021591Oral cavityOSCCventricular system development18/730529/187231.00e-023.49e-0218
GO:001635810Oral cavityOSCCdendrite development113/7305243/187231.00e-023.49e-02113
GO:00352646Oral cavityOSCCmulticellular organism growth65/7305132/187231.06e-023.60e-0265
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa005612ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa049724ColorectumMSSPancreatic secretion33/1875102/84651.09e-023.75e-022.30e-0233
hsa005613ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa049725ColorectumMSSPancreatic secretion33/1875102/84651.09e-023.75e-022.30e-0233
hsa049728ColorectumCRCPancreatic secretion32/1091102/84657.86e-074.37e-052.96e-0532
hsa049729ColorectumCRCPancreatic secretion32/1091102/84657.86e-074.37e-052.96e-0532
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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
CELSNVMissense_Mutationrs755884951c.1709A>Gp.Glu570Glyp.E570Gprotein_codingtolerated(0.12)benign(0)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CELSNVMissense_Mutationc.1558N>Tp.Gly520Cysp.G520Cprotein_codingtolerated(0.1)probably_damaging(0.958)TCGA-D8-A1XK-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicine+cyclophosphamideSD
CELSNVMissense_Mutationrs752422506c.1544N>Ap.Thr515Asnp.T515Nprotein_codingtolerated(0.16)benign(0.203)TCGA-E2-A1IE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinPD
CELSNVMissense_Mutationrs746397927c.994N>Ap.Asp332Asnp.D332Nprotein_codingdeleterious(0.04)possibly_damaging(0.562)TCGA-E9-A1RC-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapytamoxiphenSD
CELSNVMissense_Mutationnovelc.2149N>Ap.Val717Metp.V717Mprotein_codingtolerated_low_confidence(0.08)benign(0.154)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CELSNVMissense_Mutationrs760144206c.730G>Ap.Gly244Serp.G244Sprotein_codingdeleterious(0.01)probably_damaging(0.968)TCGA-LP-A4AW-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
CELSNVMissense_Mutationrs201133893c.2171N>Ap.Gly724Glup.G724Eprotein_codingtolerated_low_confidence(1)benign(0.001)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CELSNVMissense_Mutationrs202034862c.2173N>Ap.Ala725Thrp.A725Tprotein_codingdeleterious_low_confidence(0.02)benign(0.219)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CELSNVMissense_Mutationrs202034862c.2173G>Cp.Ala725Prop.A725Pprotein_codingdeleterious_low_confidence(0.01)possibly_damaging(0.644)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
CELSNVMissense_Mutationc.832N>Ap.Ala278Thrp.A278Tprotein_codingdeleterious(0)possibly_damaging(0.89)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=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
1056CELCELL SURFACE, DRUGGABLE GENOME, ENZYMEBucelipase alfa
1056CELCELL SURFACE, DRUGGABLE GENOME, ENZYMEACTINOMYCIN D2016288
1056CELCELL SURFACE, DRUGGABLE GENOME, ENZYMEGENISTEINGENISTEIN10600647
1056CELCELL SURFACE, DRUGGABLE GENOME, ENZYMERESVERATROLRESVERATROL16099206
1056CELCELL SURFACE, DRUGGABLE GENOME, ENZYMESIMVASTATINSIMVASTATIN16955753
1056CELCELL SURFACE, DRUGGABLE GENOME, ENZYMEGELDANAMYCINGELDANAMYCIN11104697
1056CELCELL SURFACE, DRUGGABLE GENOME, ENZYMEBILE SALT STIMULATED LIPASE
1056CELCELL SURFACE, DRUGGABLE GENOME, ENZYMETaurocholic Acid
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