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:00342493LiverNAFLDnegative regulation of cellular amide metabolic process46/1882273/187233.27e-045.04e-0346
GO:00003777LiverNAFLDRNA splicing, via transesterification reactions with bulged adenosine as nucleophile51/1882320/187236.21e-048.18e-0351
GO:00003987LiverNAFLDmRNA splicing, via spliceosome51/1882320/187236.21e-048.18e-0351
GO:00003757LiverNAFLDRNA splicing, via transesterification reactions51/1882324/187238.28e-041.02e-0251
GO:00459275LiverNAFLDpositive regulation of growth40/1882259/187234.00e-033.35e-0240
GO:00486384LiverNAFLDregulation of developmental growth48/1882330/187235.74e-034.37e-0248
GO:000838012LiverCirrhoticRNA splicing229/4634434/187239.13e-372.86e-33229
GO:002261312LiverCirrhoticribonucleoprotein complex biogenesis231/4634463/187233.28e-326.86e-29231
GO:000037512LiverCirrhoticRNA splicing, via transesterification reactions175/4634324/187235.95e-307.47e-27175
GO:000037712LiverCirrhoticRNA splicing, via transesterification reactions with bulged adenosine as nucleophile172/4634320/187234.02e-293.60e-26172
GO:000039812LiverCirrhoticmRNA splicing, via spliceosome172/4634320/187234.02e-293.60e-26172
GO:000989612LiverCirrhoticpositive regulation of catabolic process215/4634492/187231.13e-203.56e-18215
GO:190136111LiverCirrhoticorganic cyclic compound catabolic process213/4634495/187231.58e-193.67e-17213
GO:003133112LiverCirrhoticpositive regulation of cellular catabolic process190/4634427/187231.94e-194.18e-17190
GO:001943911LiverCirrhoticaromatic compound catabolic process202/4634467/187236.93e-191.28e-16202
GO:190331111LiverCirrhoticregulation of mRNA metabolic process140/4634288/187231.07e-181.91e-16140
GO:004427011LiverCirrhoticcellular nitrogen compound catabolic process195/4634451/187232.99e-184.94e-16195
GO:004670011LiverCirrhoticheterocycle catabolic process192/4634445/187237.17e-181.12e-15192
GO:005068411LiverCirrhoticregulation of mRNA processing81/4634137/187231.05e-171.60e-1581
GO:004348412LiverCirrhoticregulation of RNA splicing85/4634148/187232.03e-172.83e-1585
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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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