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: PLEKHA1

Gene summary for PLEKHA1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHA1

Gene ID

59338

Gene namepleckstrin homology domain containing A1
Gene AliasTAPP1
Cytomap10q26.13
Gene Typeprotein-coding
GO ID

GO:0000003

UniProtAcc

Q9HB21


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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
59338PLEKHA1LZE4THumanEsophagusESCC1.74e-186.88e-010.0811
59338PLEKHA1LZE5THumanEsophagusESCC1.65e-029.05e-020.0514
59338PLEKHA1LZE8THumanEsophagusESCC7.90e-039.36e-020.067
59338PLEKHA1LZE22THumanEsophagusESCC1.17e-064.24e-010.068
59338PLEKHA1LZE24THumanEsophagusESCC3.84e-185.99e-010.0596
59338PLEKHA1P1T-EHumanEsophagusESCC2.09e-107.37e-010.0875
59338PLEKHA1P2T-EHumanEsophagusESCC3.85e-296.53e-010.1177
59338PLEKHA1P4T-EHumanEsophagusESCC1.27e-278.39e-010.1323
59338PLEKHA1P5T-EHumanEsophagusESCC1.35e-317.00e-010.1327
59338PLEKHA1P8T-EHumanEsophagusESCC6.00e-448.67e-010.0889
59338PLEKHA1P9T-EHumanEsophagusESCC9.80e-174.75e-010.1131
59338PLEKHA1P10T-EHumanEsophagusESCC6.67e-357.41e-010.116
59338PLEKHA1P11T-EHumanEsophagusESCC5.41e-115.45e-010.1426
59338PLEKHA1P12T-EHumanEsophagusESCC1.08e-491.25e+000.1122
59338PLEKHA1P15T-EHumanEsophagusESCC7.54e-215.76e-010.1149
59338PLEKHA1P16T-EHumanEsophagusESCC2.82e-233.15e-010.1153
59338PLEKHA1P17T-EHumanEsophagusESCC1.35e-064.84e-010.1278
59338PLEKHA1P19T-EHumanEsophagusESCC6.99e-067.17e-010.1662
59338PLEKHA1P20T-EHumanEsophagusESCC1.52e-318.70e-010.1124
59338PLEKHA1P21T-EHumanEsophagusESCC2.72e-315.19e-010.1617
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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
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:0006979111EsophagusESCCresponse to oxidative stress303/8552446/187237.15e-221.30e-19303
GO:0062197111EsophagusESCCcellular response to chemical stress234/8552337/187235.37e-195.97e-17234
GO:0034599111EsophagusESCCcellular response to oxidative stress197/8552288/187233.76e-152.15e-13197
GO:0000302111EsophagusESCCresponse to reactive oxygen species150/8552222/187233.06e-111.02e-09150
GO:0042542111EsophagusESCCresponse to hydrogen peroxide102/8552146/187232.64e-095.81e-08102
GO:003461420EsophagusESCCcellular response to reactive oxygen species103/8552155/187231.34e-072.17e-06103
GO:0061458110EsophagusESCCreproductive system development247/8552427/187232.24e-073.42e-06247
GO:004860818EsophagusESCCreproductive structure development245/8552424/187232.82e-074.14e-06245
GO:00703018EsophagusESCCcellular response to hydrogen peroxide68/855298/187231.70e-062.03e-0568
GO:00480087EsophagusESCCplatelet-derived growth factor receptor signaling pathway42/855256/187237.62e-067.54e-0542
GO:00097919EsophagusESCCpost-embryonic development56/855280/187239.08e-068.71e-0556
GO:00603242EsophagusESCCface development34/855244/187231.90e-051.67e-0434
GO:00315299EsophagusESCCruffle organization39/855256/187232.44e-041.51e-0339
GO:00352647EsophagusESCCmulticellular organism growth80/8552132/187233.84e-042.22e-0380
GO:004851118EsophagusESCCrhythmic process164/8552298/187236.80e-043.57e-03164
GO:00101711EsophagusESCCbody morphogenesis30/855243/187231.21e-035.88e-0330
GO:00603253EsophagusESCCface morphogenesis21/855228/187231.57e-037.33e-0321
GO:00487052EsophagusESCCskeletal system morphogenesis120/8552220/187234.90e-031.89e-02120
GO:00603232EsophagusESCChead morphogenesis22/855232/187237.12e-032.58e-0222
GO:0060021EsophagusESCCroof of mouth development50/855285/187231.00e-023.42e-0250
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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
PLEKHA1SNVMissense_Mutationc.1162N>Cp.Asp388Hisp.D388HQ9HB21protein_codingtolerated(0.1)benign(0.001)TCGA-A2-A0YH-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycinSD
PLEKHA1SNVMissense_Mutationc.358G>Cp.Asp120Hisp.D120HQ9HB21protein_codingdeleterious(0.01)possibly_damaging(0.497)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHA1SNVMissense_Mutationc.635N>Gp.Tyr212Cysp.Y212CQ9HB21protein_codingdeleterious(0)probably_damaging(0.998)TCGA-E2-A14S-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
PLEKHA1deletionFrame_Shift_Delnovelc.36delNp.Leu14Terp.L14*Q9HB21protein_codingTCGA-E2-A15P-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyarimidexSD
PLEKHA1SNVMissense_Mutationrs374805648c.389N>Ap.Arg130Hisp.R130HQ9HB21protein_codingtolerated(0.14)benign(0.411)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
PLEKHA1SNVMissense_Mutationc.107N>Gp.Glu36Glyp.E36GQ9HB21protein_codingtolerated(0.45)benign(0.01)TCGA-AA-3496-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHA1SNVMissense_Mutationc.487N>Cp.Cys163Argp.C163RQ9HB21protein_codingtolerated(0.53)benign(0.039)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
PLEKHA1SNVMissense_Mutationrs765456729c.934N>Ap.Ala312Thrp.A312TQ9HB21protein_codingtolerated(0.39)benign(0)TCGA-AZ-4615-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapyxelodaPD
PLEKHA1SNVMissense_Mutationrs771484933c.985C>Tp.Arg329Cysp.R329CQ9HB21protein_codingtolerated(0.19)benign(0)TCGA-F4-6459-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownSD
PLEKHA1SNVMissense_Mutationrs769179533c.26N>Ap.Arg9Hisp.R9HQ9HB21protein_codingdeleterious(0.03)possibly_damaging(0.802)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
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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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