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: PLEKHA3

Gene summary for PLEKHA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHA3

Gene ID

65977

Gene namepleckstrin homology domain containing A3
Gene AliasFAPP1
Cytomap2q31.2
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9HB20


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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
65977PLEKHA3LZE4THumanEsophagusESCC8.56e-077.93e-020.0811
65977PLEKHA3LZE7THumanEsophagusESCC7.72e-047.36e-020.0667
65977PLEKHA3LZE20THumanEsophagusESCC4.08e-042.74e-020.0662
65977PLEKHA3LZE24THumanEsophagusESCC1.19e-112.27e-010.0596
65977PLEKHA3P1T-EHumanEsophagusESCC3.63e-071.74e-010.0875
65977PLEKHA3P2T-EHumanEsophagusESCC1.26e-203.07e-010.1177
65977PLEKHA3P4T-EHumanEsophagusESCC2.03e-296.43e-010.1323
65977PLEKHA3P5T-EHumanEsophagusESCC1.30e-133.51e-010.1327
65977PLEKHA3P8T-EHumanEsophagusESCC7.17e-132.08e-010.0889
65977PLEKHA3P9T-EHumanEsophagusESCC3.33e-152.47e-010.1131
65977PLEKHA3P10T-EHumanEsophagusESCC8.97e-212.41e-010.116
65977PLEKHA3P11T-EHumanEsophagusESCC7.21e-143.62e-010.1426
65977PLEKHA3P12T-EHumanEsophagusESCC2.41e-173.29e-010.1122
65977PLEKHA3P15T-EHumanEsophagusESCC5.84e-112.28e-010.1149
65977PLEKHA3P16T-EHumanEsophagusESCC8.34e-081.42e-010.1153
65977PLEKHA3P17T-EHumanEsophagusESCC5.43e-051.66e-010.1278
65977PLEKHA3P20T-EHumanEsophagusESCC2.44e-162.60e-010.1124
65977PLEKHA3P21T-EHumanEsophagusESCC2.86e-111.57e-010.1617
65977PLEKHA3P22T-EHumanEsophagusESCC4.76e-141.50e-010.1236
65977PLEKHA3P23T-EHumanEsophagusESCC2.54e-234.79e-010.108
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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:001087621LiverHCClipid localization228/7958448/187231.80e-041.41e-03228
GO:01200092LiverHCCintermembrane lipid transfer33/795848/187232.12e-041.63e-0333
GO:000686921LiverHCClipid transport198/7958398/187231.92e-039.78e-03198
GO:00157483Oral cavityEOLPorganophosphate ester transport28/2218140/187233.66e-032.05e-0228
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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
PLEKHA3SNVMissense_Mutationc.883C>Tp.Leu295Phep.L295FQ9HB20protein_codingtolerated_low_confidence(0.06)benign(0.001)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
PLEKHA3SNVMissense_Mutationnovelc.16N>Cp.Tyr6Hisp.Y6HQ9HB20protein_codingtolerated(0.14)benign(0.106)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHA3SNVMissense_Mutationnovelc.160N>Ap.His54Asnp.H54NQ9HB20protein_codingtolerated(0.09)benign(0.377)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHA3SNVMissense_Mutationc.595T>Cp.Ser199Prop.S199PQ9HB20protein_codingtolerated(0.05)benign(0.012)TCGA-AA-3506-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PLEKHA3SNVMissense_Mutationc.25N>Gp.Thr9Alap.T9AQ9HB20protein_codingdeleterious(0.01)benign(0.089)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PLEKHA3SNVMissense_Mutationc.335N>Tp.Ser112Leup.S112LQ9HB20protein_codingtolerated(0.12)benign(0.087)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHA3SNVMissense_Mutationnovelc.426N>Tp.Glu142Aspp.E142DQ9HB20protein_codingtolerated(0.4)benign(0)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
PLEKHA3SNVMissense_Mutationnovelc.148G>Ap.Glu50Lysp.E50KQ9HB20protein_codingdeleterious(0)probably_damaging(0.997)TCGA-EI-6917-01Colorectumrectum adenocarcinomaMale<65III/IVChemotherapy5fluorouracil+oxaciplatina+l-folinianSD
PLEKHA3insertionFrame_Shift_Insnovelc.488_489insTp.Asn164Terp.N164*Q9HB20protein_codingTCGA-CM-5861-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownPD
PLEKHA3SNVMissense_Mutationnovelc.34N>Ap.Leu12Ilep.L12IQ9HB20protein_codingtolerated(0.29)benign(0.003)TCGA-AP-A1DV-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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