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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

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


Top

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
Page: 1 2 

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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:009017511SkinSCCISregulation of establishment of planar polarity9/91956/187231.51e-031.69e-029
GO:000173813SkinSCCISmorphogenesis of a polarized epithelium12/91994/187232.13e-032.17e-0212
GO:000183815SkinSCCISembryonic epithelial tube formation14/919121/187232.45e-032.40e-0214
GO:003514817SkinSCCIStube formation16/919148/187232.52e-032.44e-0216
GO:00355672SkinSCCISnon-canonical Wnt signaling pathway10/91972/187232.61e-032.48e-0210
GO:002191513SkinSCCISneural tube development16/919152/187233.30e-032.97e-0216
GO:200002711SkinSCCISregulation of animal organ morphogenesis14/919125/187233.31e-032.97e-0214
GO:00422491SkinSCCISestablishment of planar polarity of embryonic epithelium4/91915/187235.10e-034.10e-024
GO:007217513SkinSCCISepithelial tube formation14/919132/187235.40e-034.29e-0214
GO:002261329SkincSCCribonucleoprotein complex biogenesis302/4864463/187235.13e-723.22e-68302
GO:0008380112SkincSCCRNA splicing263/4864434/187232.45e-535.13e-50263
GO:0000375112SkincSCCRNA splicing, via transesterification reactions201/4864324/187234.07e-435.10e-40201
GO:0000377112SkincSCCRNA splicing, via transesterification reactions with bulged adenosine as nucleophile197/4864320/187231.45e-411.14e-38197
GO:0000398112SkincSCCmRNA splicing, via spliceosome197/4864320/187231.45e-411.14e-38197
GO:007182629SkincSCCribonucleoprotein complex subunit organization140/4864227/187235.54e-303.16e-27140
GO:002261829SkincSCCribonucleoprotein complex assembly136/4864220/187232.60e-291.25e-26136
GO:190331126SkincSCCregulation of mRNA metabolic process162/4864288/187235.90e-282.46e-25162
GO:000641729SkincSCCregulation of translation226/4864468/187238.78e-262.62e-23226
GO:004348429SkincSCCregulation of RNA splicing97/4864148/187234.66e-241.08e-2197
GO:005068425SkincSCCregulation of mRNA processing92/4864137/187234.81e-241.08e-2192
Page: 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 

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
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
Page: 1 2 3 4 5 6 

Top

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
Page: 1