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: PLEKHF2

Gene summary for PLEKHF2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHF2

Gene ID

79666

Gene namepleckstrin homology and FYVE domain containing 2
Gene AliasEAPF
Cytomap8q22.1
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9H8W4


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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
79666PLEKHF2LZE2THumanEsophagusESCC1.15e-044.17e-010.082
79666PLEKHF2LZE4THumanEsophagusESCC3.50e-104.57e-010.0811
79666PLEKHF2LZE8THumanEsophagusESCC3.37e-039.20e-020.067
79666PLEKHF2LZE20THumanEsophagusESCC3.98e-175.91e-010.0662
79666PLEKHF2LZE22THumanEsophagusESCC1.06e-024.88e-010.068
79666PLEKHF2LZE24THumanEsophagusESCC2.64e-501.81e+000.0596
79666PLEKHF2LZE21THumanEsophagusESCC1.42e-054.31e-010.0655
79666PLEKHF2P1T-EHumanEsophagusESCC2.18e-045.16e-010.0875
79666PLEKHF2P2T-EHumanEsophagusESCC1.52e-284.75e-010.1177
79666PLEKHF2P4T-EHumanEsophagusESCC5.68e-349.18e-010.1323
79666PLEKHF2P5T-EHumanEsophagusESCC3.92e-245.17e-010.1327
79666PLEKHF2P8T-EHumanEsophagusESCC9.03e-418.32e-010.0889
79666PLEKHF2P9T-EHumanEsophagusESCC5.79e-307.90e-010.1131
79666PLEKHF2P10T-EHumanEsophagusESCC1.72e-253.96e-010.116
79666PLEKHF2P11T-EHumanEsophagusESCC8.13e-177.10e-010.1426
79666PLEKHF2P12T-EHumanEsophagusESCC1.61e-521.22e+000.1122
79666PLEKHF2P15T-EHumanEsophagusESCC1.97e-491.01e+000.1149
79666PLEKHF2P16T-EHumanEsophagusESCC9.44e-346.08e-010.1153
79666PLEKHF2P17T-EHumanEsophagusESCC1.55e-032.61e-010.1278
79666PLEKHF2P19T-EHumanEsophagusESCC6.49e-053.66e-010.1662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
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
∗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
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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
PLEKHF2SNVMissense_Mutationnovelc.746N>Gp.Asp249Glyp.D249GQ9H8W4protein_codingdeleterious(0.03)possibly_damaging(0.811)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHF2SNVMissense_Mutationc.359N>Tp.Ser120Leup.S120LQ9H8W4protein_codingtolerated(0.19)benign(0.216)TCGA-AO-A1KT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapyfluorouracilSD
PLEKHF2SNVMissense_Mutationc.270N>Gp.Ile90Metp.I90MQ9H8W4protein_codingdeleterious(0)benign(0.215)TCGA-E2-A1IN-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
PLEKHF2SNVMissense_Mutationc.169N>Gp.Leu57Valp.L57VQ9H8W4protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PLEKHF2SNVMissense_Mutationc.285N>Gp.Asp95Glup.D95EQ9H8W4protein_codingtolerated(1)benign(0.003)TCGA-CK-4951-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHF2SNVMissense_Mutationnovelc.527G>Ap.Arg176Hisp.R176HQ9H8W4protein_codingdeleterious(0)probably_damaging(1)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
PLEKHF2SNVMissense_Mutationnovelc.178N>Tp.Asp60Tyrp.D60YQ9H8W4protein_codingdeleterious(0)probably_damaging(1)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PLEKHF2SNVMissense_Mutationrs550495503c.479G>Ap.Arg160Hisp.R160HQ9H8W4protein_codingtolerated(0.62)benign(0.054)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PLEKHF2SNVMissense_Mutationrs550495503c.479G>Ap.Arg160Hisp.R160HQ9H8W4protein_codingtolerated(0.62)benign(0.054)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PLEKHF2SNVMissense_Mutationc.733N>Tp.Asp245Tyrp.D245YQ9H8W4protein_codingdeleterious(0.01)benign(0.284)TCGA-B5-A11N-01Endometriumuterine corpus endometrioid 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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