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: PLCL2

Gene summary for PLCL2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLCL2

Gene ID

23228

Gene namephospholipase C like 2
Gene AliasPLCE2
Cytomap3p24.3
Gene Typeprotein-coding
GO ID

GO:0001659

UniProtAcc

Q9UPR0


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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
23228PLCL2HTA11_3410_2000001011HumanColorectumAD3.48e-04-4.09e-010.0155
23228PLCL2HTA11_347_2000001011HumanColorectumAD2.66e-042.62e-01-0.1954
23228PLCL2HTA11_866_3004761011HumanColorectumAD4.23e-04-4.29e-010.096
23228PLCL2HTA11_7696_3000711011HumanColorectumAD1.30e-09-3.99e-010.0674
23228PLCL2HTA11_99999970781_79442HumanColorectumMSS1.64e-20-5.07e-010.294
23228PLCL2HTA11_99999971662_82457HumanColorectumMSS1.81e-15-4.88e-010.3859
23228PLCL2HTA11_99999973899_84307HumanColorectumMSS9.12e-03-5.01e-010.2585
23228PLCL2HTA11_99999974143_84620HumanColorectumMSS2.38e-17-5.04e-010.3005
23228PLCL2A015-C-203HumanColorectumFAP2.48e-12-3.35e-01-0.1294
23228PLCL2A015-C-204HumanColorectumFAP1.00e-03-3.62e-01-0.0228
23228PLCL2A002-C-201HumanColorectumFAP1.15e-02-2.32e-010.0324
23228PLCL2A001-C-119HumanColorectumFAP1.68e-03-3.77e-01-0.1557
23228PLCL2A001-C-108HumanColorectumFAP1.46e-06-3.27e-01-0.0272
23228PLCL2A002-C-205HumanColorectumFAP9.70e-10-3.64e-01-0.1236
23228PLCL2A015-C-006HumanColorectumFAP3.92e-04-2.78e-01-0.0994
23228PLCL2A015-C-106HumanColorectumFAP1.08e-03-2.60e-01-0.0511
23228PLCL2A002-C-114HumanColorectumFAP9.44e-09-4.14e-01-0.1561
23228PLCL2A015-C-104HumanColorectumFAP1.45e-11-1.73e-01-0.1899
23228PLCL2A001-C-014HumanColorectumFAP5.65e-04-2.28e-010.0135
23228PLCL2A002-C-016HumanColorectumFAP5.01e-09-3.08e-010.0521
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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:0051098ColorectumADregulation of binding126/3918363/187236.01e-104.88e-08126
GO:0051099ColorectumADpositive regulation of binding66/3918173/187231.47e-076.64e-0666
GO:0043393ColorectumADregulation of protein binding68/3918196/187235.17e-061.34e-0468
GO:0032092ColorectumADpositive regulation of protein binding33/391885/187231.22e-041.78e-0333
GO:0018105ColorectumADpeptidyl-serine phosphorylation88/3918315/187231.73e-031.43e-0288
GO:0018209ColorectumADpeptidyl-serine modification92/3918338/187233.19e-032.36e-0292
GO:0048017ColorectumADinositol lipid-mediated signaling53/3918182/187235.35e-033.52e-0253
GO:0048015ColorectumADphosphatidylinositol-mediated signaling52/3918178/187235.37e-033.54e-0252
GO:0106106ColorectumADcold-induced thermogenesis43/3918144/187237.05e-034.31e-0243
GO:0120161ColorectumADregulation of cold-induced thermogenesis43/3918144/187237.05e-034.31e-0243
GO:1990845ColorectumADadaptive thermogenesis46/3918157/187237.97e-034.73e-0246
GO:00510982ColorectumMSSregulation of binding113/3467363/187233.55e-092.41e-07113
GO:00510992ColorectumMSSpositive regulation of binding59/3467173/187237.11e-072.53e-0559
GO:00433932ColorectumMSSregulation of protein binding62/3467196/187236.44e-061.69e-0462
GO:00320921ColorectumMSSpositive regulation of protein binding29/346785/187234.44e-045.32e-0329
GO:00181052ColorectumMSSpeptidyl-serine phosphorylation81/3467315/187238.92e-049.12e-0381
GO:00182091ColorectumMSSpeptidyl-serine modification84/3467338/187232.12e-031.79e-0284
GO:00510984ColorectumFAPregulation of binding81/2622363/187231.04e-052.97e-0481
GO:00181053ColorectumFAPpeptidyl-serine phosphorylation71/2622315/187232.51e-055.82e-0471
GO:00510994ColorectumFAPpositive regulation of binding44/2622173/187234.52e-059.40e-0444
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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
PLCL2SNVMissense_Mutationnovelc.2200N>Tp.Arg734Trpp.R734WQ9UPR0protein_codingdeleterious(0)probably_damaging(1)TCGA-3C-AALI-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPoly EComplete Response
PLCL2SNVMissense_Mutationc.2339A>Tp.Asp780Valp.D780VQ9UPR0protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A2-A0D1-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapytaxotereSD
PLCL2SNVMissense_Mutationc.727G>Cp.Val243Leup.V243LQ9UPR0protein_codingdeleterious(0.01)possibly_damaging(0.78)TCGA-A2-A0YM-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLCL2SNVMissense_Mutationnovelc.2996N>Cp.Lys999Thrp.K999TQ9UPR0protein_codingdeleterious(0)possibly_damaging(0.756)TCGA-A7-A6VX-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydocetaxelCR
PLCL2SNVMissense_Mutationc.3125N>Cp.Ile1042Thrp.I1042TQ9UPR0protein_codingtolerated(0.07)benign(0.015)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
PLCL2SNVMissense_Mutationc.1939N>Cp.Ser647Prop.S647PQ9UPR0protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A06X-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLCL2SNVMissense_Mutationc.2425N>Tp.Pro809Serp.P809SQ9UPR0protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLCL2SNVMissense_Mutationnovelc.470N>Tp.Arg157Ilep.R157IQ9UPR0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLCL2SNVMissense_Mutationnovelc.2042N>Tp.Arg681Ilep.R681IQ9UPR0protein_codingdeleterious(0)probably_damaging(0.999)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLCL2SNVMissense_Mutationnovelc.1623N>Gp.Asp541Glup.D541EQ9UPR0protein_codingtolerated(0.48)benign(0.163)TCGA-AN-A0FJ-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
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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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