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: PLEKHA2

Gene summary for PLEKHA2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHA2

Gene ID

59339

Gene namepleckstrin homology domain containing A2
Gene AliasTAPP2
Cytomap8p11.22
Gene Typeprotein-coding
GO ID

GO:0001952

UniProtAcc

A8K727


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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
59339PLEKHA2LZE4THumanEsophagusESCC6.97e-031.26e-010.0811
59339PLEKHA2LZE8THumanEsophagusESCC4.91e-061.34e-010.067
59339PLEKHA2LZE20THumanEsophagusESCC6.23e-041.84e-010.0662
59339PLEKHA2LZE24THumanEsophagusESCC1.23e-101.45e-010.0596
59339PLEKHA2P2T-EHumanEsophagusESCC2.69e-132.80e-010.1177
59339PLEKHA2P4T-EHumanEsophagusESCC1.72e-071.23e-010.1323
59339PLEKHA2P5T-EHumanEsophagusESCC7.79e-083.02e-030.1327
59339PLEKHA2P8T-EHumanEsophagusESCC2.28e-112.77e-010.0889
59339PLEKHA2P10T-EHumanEsophagusESCC7.34e-093.59e-020.116
59339PLEKHA2P11T-EHumanEsophagusESCC7.13e-032.13e-010.1426
59339PLEKHA2P12T-EHumanEsophagusESCC1.94e-071.67e-020.1122
59339PLEKHA2P15T-EHumanEsophagusESCC3.21e-02-1.03e-020.1149
59339PLEKHA2P16T-EHumanEsophagusESCC1.87e-062.19e-020.1153
59339PLEKHA2P20T-EHumanEsophagusESCC1.35e-038.20e-030.1124
59339PLEKHA2P21T-EHumanEsophagusESCC2.24e-111.14e-010.1617
59339PLEKHA2P22T-EHumanEsophagusESCC6.93e-108.61e-020.1236
59339PLEKHA2P23T-EHumanEsophagusESCC5.89e-031.04e-010.108
59339PLEKHA2P24T-EHumanEsophagusESCC4.02e-041.50e-020.1287
59339PLEKHA2P26T-EHumanEsophagusESCC8.57e-125.83e-020.1276
59339PLEKHA2P27T-EHumanEsophagusESCC1.45e-032.31e-020.1055
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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
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:003158919EsophagusESCCcell-substrate adhesion221/8552363/187233.06e-096.62e-08221
GO:001081020EsophagusESCCregulation of cell-substrate adhesion144/8552221/187233.55e-097.45e-08144
GO:004578527EsophagusESCCpositive regulation of cell adhesion255/8552437/187235.07e-089.11e-07255
GO:001081126EsophagusESCCpositive regulation of cell-substrate adhesion84/8552123/187233.18e-074.50e-0684
GO:000195217EsophagusESCCregulation of cell-matrix adhesion85/8552128/187231.70e-062.02e-0585
GO:000716018EsophagusESCCcell-matrix adhesion141/8552233/187233.33e-063.71e-05141
GO:000195418EsophagusESCCpositive regulation of cell-matrix adhesion40/855258/187232.83e-041.71e-0340
GO:001081022LiverHCCregulation of cell-substrate adhesion123/7958221/187235.15e-054.90e-04123
GO:003158922LiverHCCcell-substrate adhesion188/7958363/187232.00e-041.55e-03188
GO:000195221LiverHCCregulation of cell-matrix adhesion74/7958128/187233.34e-042.34e-0374
GO:001081122LiverHCCpositive regulation of cell-substrate adhesion70/7958123/187238.74e-045.18e-0370
GO:000716021LiverHCCcell-matrix adhesion123/7958233/187239.34e-045.47e-03123
GO:000195421LiverHCCpositive regulation of cell-matrix adhesion36/795858/187232.07e-031.04e-0236
GO:004578512LiverHCCpositive regulation of cell adhesion215/7958437/187232.53e-031.22e-02215
GO:003158917Oral cavityOSCCcell-substrate adhesion193/7305363/187232.48e-084.82e-07193
GO:001081019Oral cavityOSCCregulation of cell-substrate adhesion126/7305221/187234.02e-087.55e-07126
GO:004578520Oral cavityOSCCpositive regulation of cell adhesion225/7305437/187236.06e-081.09e-06225
GO:000195215Oral cavityOSCCregulation of cell-matrix adhesion78/7305128/187234.05e-076.02e-0678
GO:000716016Oral cavityOSCCcell-matrix adhesion125/7305233/187233.76e-064.45e-05125
GO:001081120Oral cavityOSCCpositive regulation of cell-substrate adhesion71/7305123/187231.96e-051.87e-0471
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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
PLEKHA2SNVMissense_Mutationrs757735976c.280N>Ap.Gln94Lysp.Q94Kprotein_codingdeleterious(0.03)probably_damaging(0.97)TCGA-C8-A273-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PLEKHA2SNVMissense_Mutationrs757735976c.280N>Ap.Gln94Lysp.Q94Kprotein_codingdeleterious(0.03)probably_damaging(0.97)TCGA-D8-A1Y3-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydoxorubicine+cyclophosphamideSD
PLEKHA2SNVMissense_Mutationnovelc.303N>Ap.Met101Ilep.M101Iprotein_codingdeleterious(0)benign(0.003)TCGA-E2-A2P5-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyarimidexPD
PLEKHA2insertionFrame_Shift_Insnovelc.523_524insCp.His176ProfsTer26p.H176Pfs*26protein_codingTCGA-A2-A04V-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanPD
PLEKHA2insertionFrame_Shift_Insnovelc.149_150insCACTTTTTTTTTTTTTTTTp.Met51ThrfsTer53p.M51Tfs*53protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
PLEKHA2insertionFrame_Shift_Insnovelc.151_152insGAGATAGGGTCTTGCTGTGTTGp.Met51ArgfsTer54p.M51Rfs*54protein_codingTCGA-AR-A0TY-01Breastbreast invasive carcinomaFemale<65I/IIUnspecificPaclitaxelPD
PLEKHA2SNVMissense_Mutationrs201962945c.490N>Ap.Gly164Serp.G164Sprotein_codingtolerated(0.11)benign(0.116)TCGA-A6-2682-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5PD
PLEKHA2SNVMissense_Mutationnovelc.1162G>Ap.Ala388Thrp.A388Tprotein_codingtolerated(0.62)benign(0)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHA2SNVMissense_Mutationnovelc.44N>Tp.Asp15Valp.D15Vprotein_codingdeleterious(0)probably_damaging(1)TCGA-AD-6964-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyfolfoxPD
PLEKHA2SNVMissense_Mutationnovelc.883N>Ap.Ala295Thrp.A295Tprotein_codingdeleterious(0.03)benign(0.012)TCGA-AD-A5EJ-01Colorectumcolon adenocarcinomaFemale>=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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