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: PLEKHG3

Gene summary for PLEKHG3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHG3

Gene ID

26030

Gene namepleckstrin homology and RhoGEF domain containing G3
Gene AliasARHGEF43
Cytomap14q23.3
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A1L390


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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
26030PLEKHG3CCI_1HumanCervixCC1.50e-035.13e-010.528
26030PLEKHG3CCI_3HumanCervixCC6.14e-107.05e-010.516
26030PLEKHG3LZE4THumanEsophagusESCC2.90e-048.82e-020.0811
26030PLEKHG3LZE7THumanEsophagusESCC1.91e-02-3.35e-020.0667
26030PLEKHG3LZE20THumanEsophagusESCC2.45e-069.84e-020.0662
26030PLEKHG3LZE22D1HumanEsophagusHGIN1.85e-038.95e-030.0595
26030PLEKHG3LZE24THumanEsophagusESCC3.32e-053.93e-020.0596
26030PLEKHG3LZE21THumanEsophagusESCC4.22e-061.93e-010.0655
26030PLEKHG3P1T-EHumanEsophagusESCC1.62e-031.75e-010.0875
26030PLEKHG3P2T-EHumanEsophagusESCC1.47e-101.09e-010.1177
26030PLEKHG3P4T-EHumanEsophagusESCC2.07e-172.19e-010.1323
26030PLEKHG3P5T-EHumanEsophagusESCC1.30e-08-7.93e-020.1327
26030PLEKHG3P8T-EHumanEsophagusESCC2.00e-101.94e-010.0889
26030PLEKHG3P9T-EHumanEsophagusESCC7.11e-08-6.49e-020.1131
26030PLEKHG3P10T-EHumanEsophagusESCC1.43e-153.54e-010.116
26030PLEKHG3P12T-EHumanEsophagusESCC1.03e-121.92e-010.1122
26030PLEKHG3P15T-EHumanEsophagusESCC6.35e-215.95e-010.1149
26030PLEKHG3P16T-EHumanEsophagusESCC5.01e-09-6.56e-030.1153
26030PLEKHG3P17T-EHumanEsophagusESCC2.41e-051.56e-010.1278
26030PLEKHG3P19T-EHumanEsophagusESCC1.09e-024.39e-020.1662
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
GO:00510566CervixCCregulation of small GTPase mediated signal transduction75/2311302/187231.54e-091.74e-0775
GO:005105610EsophagusESCCregulation of small GTPase mediated signal transduction157/8552302/187231.55e-024.98e-02157
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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
PLEKHG3SNVMissense_Mutationc.172N>Gp.Leu58Valp.L58VA1L390protein_codingtolerated(0.43)benign(0.001)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHG3SNVMissense_Mutationc.1625N>Gp.Glu542Glyp.E542GA1L390protein_codingdeleterious(0)benign(0.195)TCGA-AN-A0AL-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
PLEKHG3SNVMissense_Mutationrs779117999c.772N>Tp.Ala258Serp.A258SA1L390protein_codingdeleterious(0)probably_damaging(1)TCGA-B6-A0I9-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownPD
PLEKHG3SNVMissense_Mutationrs779117999c.772G>Tp.Ala258Serp.A258SA1L390protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A26X-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
PLEKHG3SNVMissense_Mutationrs779117999c.772N>Tp.Ala258Serp.A258SA1L390protein_codingdeleterious(0)probably_damaging(1)TCGA-C8-A274-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PLEKHG3SNVMissense_Mutationc.2132N>Tp.Thr711Ilep.T711IA1L390protein_codingdeleterious(0.02)possibly_damaging(0.567)TCGA-D8-A140-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicin+cyclophosphamidSD
PLEKHG3SNVMissense_Mutationnovelc.645N>Tp.Gln215Hisp.Q215HA1L390protein_codingdeleterious(0)benign(0.044)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLEKHG3SNVMissense_Mutationrs781274507c.929N>Ap.Arg310Hisp.R310HA1L390protein_codingtolerated(0.23)benign(0.426)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLEKHG3SNVMissense_Mutationnovelc.2443N>Ap.Val815Metp.V815MA1L390protein_codingdeleterious(0.01)possibly_damaging(0.732)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLEKHG3SNVMissense_Mutationc.2530N>Ap.Glu844Lysp.E844KA1L390protein_codingdeleterious(0.04)probably_damaging(0.99)TCGA-C5-A1MK-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycarboplatinPD
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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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