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: PLEKHN1

Gene summary for PLEKHN1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHN1

Gene ID

84069

Gene namepleckstrin homology domain containing N1
Gene AliasCLPABP
Cytomap1p36.33
Gene Typeprotein-coding
GO ID

GO:0001666

UniProtAcc

Q494U1


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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
84069PLEKHN1C21HumanOral cavityOSCC5.83e-155.17e-010.2678
84069PLEKHN1C30HumanOral cavityOSCC8.90e-062.51e-010.3055
84069PLEKHN1C57HumanOral cavityOSCC3.10e-165.48e-010.1679
84069PLEKHN1C09HumanOral cavityOSCC1.36e-062.18e-010.1431
84069PLEKHN1SYSMH1HumanOral cavityOSCC4.95e-029.86e-020.1127
84069PLEKHN1SYSMH2HumanOral cavityOSCC3.06e-041.95e-010.2326
84069PLEKHN1SYSMH3HumanOral cavityOSCC1.22e-072.48e-010.2442
84069PLEKHN1SYSMH5HumanOral cavityOSCC5.39e-051.44e-010.0647
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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:000989620Oral cavityOSCCpositive regulation of catabolic process307/7305492/187232.29e-267.64e-24307
GO:003133120Oral cavityOSCCpositive regulation of cellular catabolic process273/7305427/187236.39e-262.02e-23273
GO:190331118Oral cavityOSCCregulation of mRNA metabolic process197/7305288/187232.83e-247.16e-22197
GO:000640118Oral cavityOSCCRNA catabolic process184/7305278/187232.71e-204.19e-18184
GO:000640218Oral cavityOSCCmRNA catabolic process156/7305232/187232.13e-182.37e-16156
GO:000641720Oral cavityOSCCregulation of translation274/7305468/187234.39e-184.63e-16274
GO:003465517Oral cavityOSCCnucleobase-containing compound catabolic process244/7305407/187235.38e-185.49e-16244
GO:004670015Oral cavityOSCCheterocycle catabolic process254/7305445/187235.07e-153.31e-13254
GO:004427016Oral cavityOSCCcellular nitrogen compound catabolic process256/7305451/187239.67e-155.88e-13256
GO:001943915Oral cavityOSCCaromatic compound catabolic process263/7305467/187231.49e-148.84e-13263
GO:190136115Oral cavityOSCCorganic cyclic compound catabolic process272/7305495/187232.73e-131.36e-11272
GO:007048219Oral cavityOSCCresponse to oxygen levels200/7305347/187231.17e-125.13e-11200
GO:19033139Oral cavityOSCCpositive regulation of mRNA metabolic process82/7305118/187231.77e-116.13e-1082
GO:000166619Oral cavityOSCCresponse to hypoxia177/7305307/187232.21e-117.50e-10177
GO:003629319Oral cavityOSCCresponse to decreased oxygen levels182/7305322/187231.14e-103.41e-09182
GO:006101316Oral cavityOSCCregulation of mRNA catabolic process105/7305166/187232.04e-105.82e-09105
GO:004348716Oral cavityOSCCregulation of RNA stability106/7305170/187235.65e-101.47e-08106
GO:004348816Oral cavityOSCCregulation of mRNA stability99/7305158/187231.41e-093.39e-0899
GO:00610149Oral cavityOSCCpositive regulation of mRNA catabolic process58/730587/187231.59e-072.61e-0658
GO:00611579Oral cavityOSCCmRNA destabilization55/730584/187238.05e-071.12e-0555
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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
PLEKHN1SNVMissense_Mutationnovelc.998C>Tp.Ser333Leup.S333LQ494U1protein_codingtolerated(0.65)benign(0)TCGA-A7-A3IZ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
PLEKHN1SNVMissense_Mutationrs771197231c.454N>Tp.Gly152Trpp.G152WQ494U1protein_codingdeleterious(0)possibly_damaging(0.895)TCGA-E2-A14N-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PLEKHN1SNVMissense_Mutationrs775569859c.1190G>Ap.Arg397Glnp.R397QQ494U1protein_codingtolerated(0.69)benign(0.001)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLEKHN1SNVMissense_Mutationrs150711457c.907G>Ap.Glu303Lysp.E303KQ494U1protein_codingdeleterious(0.04)possibly_damaging(0.904)TCGA-MA-AA42-01Cervixcervical & endocervical cancerFemale>=65I/IIUnknownUnknownSD
PLEKHN1SNVMissense_Mutationnovelc.1249N>Ap.Glu417Lysp.E417KQ494U1protein_codingtolerated(0.23)possibly_damaging(0.78)TCGA-MA-AA43-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
PLEKHN1insertionNonsense_Mutationnovelc.280_281insCTGTGTGAGACAGCTTp.Gly94AlafsTer3p.G94Afs*3Q494U1protein_codingTCGA-DS-A1OB-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycarboplatinPD
PLEKHN1SNVMissense_Mutationrs369409460c.847N>Tp.Arg283Cysp.R283CQ494U1protein_codingdeleterious(0.04)possibly_damaging(0.701)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
PLEKHN1SNVMissense_Mutationrs765915628c.469N>Ap.Ala157Thrp.A157TQ494U1protein_codingtolerated(0.09)probably_damaging(0.923)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
PLEKHN1SNVMissense_Mutationrs181207265c.1087A>Cp.Thr363Prop.T363PQ494U1protein_codingdeleterious(0.03)probably_damaging(0.974)TCGA-AZ-4614-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHN1SNVMissense_Mutationc.1592N>Tp.Ala531Valp.A531VQ494U1protein_codingdeleterious(0.01)benign(0.015)TCGA-D5-5538-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapycalciumPD
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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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