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: PLEKHH3

Gene summary for PLEKHH3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHH3

Gene ID

79990

Gene namepleckstrin homology, MyTH4 and FERM domain containing H3
Gene AliasPLEKHH3
Cytomap17q21.2
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q7Z736


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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
79990PLEKHH3HCC1_MengHumanLiverHCC6.72e-29-1.71e-020.0246
79990PLEKHH3HCC2_MengHumanLiverHCC1.79e-241.75e-010.0107
79990PLEKHH3Pt13.bHumanLiverHCC1.34e-031.69e-010.0251
79990PLEKHH3S014HumanLiverHCC8.53e-064.23e-010.2254
79990PLEKHH3S015HumanLiverHCC2.70e-054.49e-010.2375
79990PLEKHH3S016HumanLiverHCC3.04e-084.41e-010.2243
79990PLEKHH3S027HumanLiverHCC7.72e-065.69e-010.2446
79990PLEKHH3S028HumanLiverHCC1.60e-075.21e-010.2503
79990PLEKHH3C04HumanOral cavityOSCC2.54e-021.28e-010.2633
79990PLEKHH3C21HumanOral cavityOSCC1.65e-072.33e-010.2678
79990PLEKHH3C30HumanOral cavityOSCC2.69e-261.04e+000.3055
79990PLEKHH3C38HumanOral cavityOSCC1.76e-068.32e-010.172
79990PLEKHH3C43HumanOral cavityOSCC1.41e-052.19e-010.1704
79990PLEKHH3C46HumanOral cavityOSCC4.08e-174.61e-010.1673
79990PLEKHH3C51HumanOral cavityOSCC8.03e-043.09e-010.2674
79990PLEKHH3C57HumanOral cavityOSCC1.39e-042.50e-010.1679
79990PLEKHH3C06HumanOral cavityOSCC2.20e-027.35e-010.2699
79990PLEKHH3C08HumanOral cavityOSCC1.79e-123.46e-010.1919
79990PLEKHH3C09HumanOral cavityOSCC4.95e-031.28e-010.1431
79990PLEKHH3LN22HumanOral cavityOSCC7.27e-097.50e-010.1733
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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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
PLEKHH3SNVMissense_Mutationnovelc.2057N>Ap.Gly686Glup.G686EQ7Z736protein_codingdeleterious(0.03)possibly_damaging(0.829)TCGA-A7-A56D-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PLEKHH3SNVMissense_Mutationnovelc.1310N>Ap.Leu437Glnp.L437QQ7Z736protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHH3insertionFrame_Shift_Insnovelc.2278_2279insGTCATTCAGTCGCTCCAGGAGGTAGGAGp.Ser760CysfsTer66p.S760Cfs*66Q7Z736protein_codingTCGA-A8-A07G-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapy5-fluorouracilCR
PLEKHH3insertionIn_Frame_Insnovelc.1311_1312insAAAAGCAAAAGAGGAAAAGAGGGAGAAp.Leu437_Gly438insLysSerLysArgGlyLysGluGlyGlup.L437_G438insKSKRGKEGEQ7Z736protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHH3SNVMissense_Mutationrs777329515c.2257N>Ap.Glu753Lysp.E753KQ7Z736protein_codingtolerated(1)benign(0.015)TCGA-C5-A3HE-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
PLEKHH3SNVMissense_Mutationc.346C>Tp.Pro116Serp.P116SQ7Z736protein_codingtolerated(0.15)benign(0)TCGA-LP-A4AV-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PLEKHH3SNVMissense_Mutationc.1172N>Tp.Ser391Leup.S391LQ7Z736protein_codingdeleterious(0)probably_damaging(0.973)TCGA-UC-A7PF-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PLEKHH3SNVMissense_Mutationnovelc.562G>Ap.Glu188Lysp.E188KQ7Z736protein_codingtolerated(0.32)benign(0.026)TCGA-VS-A9UC-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
PLEKHH3SNVMissense_Mutationrs137859811c.1129C>Tp.Arg377Trpp.R377WQ7Z736protein_codingtolerated(0.19)benign(0.067)TCGA-VS-A9UH-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLEKHH3SNVMissense_Mutationc.1417N>Cp.Glu473Glnp.E473QQ7Z736protein_codingdeleterious(0)probably_damaging(0.966)TCGA-WL-A834-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapypaclitaxelSD
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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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