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: PLEC

Gene summary for PLEC

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEC

Gene ID

5339

Gene nameplectin
Gene AliasEBS1
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0000902

UniProtAcc

Q15149


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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
5339PLECHTA11_3410_2000001011HumanColorectumAD2.08e-041.89e-010.0155
5339PLECHTA11_2487_2000001011HumanColorectumSER1.71e-291.45e+00-0.1808
5339PLECHTA11_1938_2000001011HumanColorectumAD3.33e-106.94e-01-0.0811
5339PLECHTA11_78_2000001011HumanColorectumAD4.24e-033.71e-01-0.1088
5339PLECHTA11_347_2000001011HumanColorectumAD5.76e-226.54e-01-0.1954
5339PLECHTA11_411_2000001011HumanColorectumSER2.24e-081.69e+00-0.2602
5339PLECHTA11_2112_2000001011HumanColorectumSER1.17e-061.25e+00-0.2196
5339PLECHTA11_3361_2000001011HumanColorectumAD1.56e-097.41e-01-0.1207
5339PLECHTA11_696_2000001011HumanColorectumAD3.82e-136.87e-01-0.1464
5339PLECHTA11_866_2000001011HumanColorectumAD1.92e-053.40e-01-0.1001
5339PLECHTA11_1391_2000001011HumanColorectumAD1.86e-096.64e-01-0.059
5339PLECHTA11_5212_2000001011HumanColorectumAD2.26e-024.57e-01-0.2061
5339PLECHTA11_8622_2000001021HumanColorectumSER3.41e-024.13e-010.0528
5339PLECHTA11_10623_2000001011HumanColorectumAD1.76e-026.26e-01-0.0177
5339PLECHTA11_7696_3000711011HumanColorectumAD7.02e-104.81e-010.0674
5339PLECHTA11_7469_2000001011HumanColorectumAD6.23e-066.30e-01-0.0124
5339PLECHTA11_99999971662_82457HumanColorectumMSS1.36e-157.26e-010.3859
5339PLECHTA11_99999974143_84620HumanColorectumMSS8.10e-104.77e-010.3005
5339PLECA015-C-203HumanColorectumFAP5.95e-041.32e-01-0.1294
5339PLECA015-C-104HumanColorectumFAP9.51e-051.01e-01-0.1899
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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
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
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
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:000961225ThyroidATCresponse to mechanical stimulus105/6293216/187233.29e-063.70e-05105
GO:007126022ThyroidATCcellular response to mechanical stimulus46/629381/187231.51e-051.41e-0446
GO:001470622ThyroidATCstriated muscle tissue development168/6293384/187231.91e-051.73e-04168
GO:000110124ThyroidATCresponse to acid chemical69/6293135/187231.95e-051.76e-0469
GO:003440512ThyroidATCresponse to fluid shear stress24/629335/187232.49e-052.16e-0424
GO:000206428ThyroidATCepithelial cell development103/6293220/187233.06e-052.55e-04103
GO:004269216ThyroidATCmuscle cell differentiation165/6293384/187237.17e-055.46e-04165
GO:000699714ThyroidATCnucleus organization65/6293133/187231.87e-041.26e-0365
GO:007122922ThyroidATCcellular response to acid chemical42/629380/187233.75e-042.29e-0342
GO:000751716ThyroidATCmuscle organ development139/6293327/187234.45e-042.64e-03139
GO:004873811ThyroidATCcardiac muscle tissue development103/6293236/187237.93e-044.37e-03103
GO:004206323ThyroidATCgliogenesis127/6293301/187231.07e-035.66e-03127
GO:00425526ThyroidATCmyelination62/6293134/187231.54e-037.84e-0362
GO:003526414ThyroidATCmulticellular organism growth61/6293132/187231.73e-038.66e-0361
GO:005114617ThyroidATCstriated muscle cell differentiation119/6293283/187231.74e-038.70e-03119
GO:007058413ThyroidATCmitochondrion morphogenesis14/629321/187231.99e-039.54e-0314
GO:007149811ThyroidATCcellular response to fluid shear stress14/629321/187231.99e-039.54e-0314
GO:005500112ThyroidATCmuscle cell development81/6293184/187232.02e-039.60e-0381
GO:003505111ThyroidATCcardiocyte differentiation70/6293156/187232.18e-031.02e-0270
GO:00072726ThyroidATCensheathment of neurons62/6293136/187232.39e-031.11e-0262
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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
PLECSNVMissense_Mutationc.4341N>Cp.Glu1447Aspp.E1447DQ15149protein_codingtolerated(1)benign(0)TCGA-A2-A04W-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PLECSNVMissense_Mutationc.10135N>Gp.Pro3379Alap.P3379AQ15149protein_codingtolerated(0.06)benign(0.006)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
PLECSNVMissense_Mutationc.8535G>Cp.Glu2845Aspp.E2845DQ15149protein_codingdeleterious(0.02)benign(0.026)TCGA-A7-A13D-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PLECSNVMissense_Mutationrs368982802c.10961N>Tp.Thr3654Metp.T3654MQ15149protein_codingdeleterious(0)probably_damaging(0.926)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLECSNVMissense_Mutationc.2672N>Gp.Ser891Cysp.S891CQ15149protein_codingdeleterious(0)benign(0.139)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PLECSNVMissense_Mutationnovelc.8752N>Cp.Tyr2918Hisp.Y2918HQ15149protein_codingdeleterious(0.04)possibly_damaging(0.853)TCGA-AO-A128-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
PLECSNVMissense_Mutationc.1230G>Tp.Arg410Serp.R410SQ15149protein_codingtolerated(0.72)benign(0.001)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLECSNVMissense_Mutationrs782166303c.172C>Tp.Arg58Trpp.R58WQ15149protein_codingdeleterious_low_confidence(0)probably_damaging(1)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLECSNVMissense_Mutationnovelc.934N>Gp.Tyr312Aspp.Y312DQ15149protein_codingdeleterious(0)possibly_damaging(0.615)TCGA-BH-A1FC-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLECSNVMissense_Mutationnovelc.4297G>Tp.Val1433Leup.V1433LQ15149protein_codingtolerated(0.81)benign(0)TCGA-BH-A42T-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
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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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