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: PLEKHG2

Gene summary for PLEKHG2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHG2

Gene ID

64857

Gene namepleckstrin homology and RhoGEF domain containing G2
Gene AliasARHGEF42
Cytomap19q13.2
Gene Typeprotein-coding
GO ID

GO:0006996

UniProtAcc

Q9H7P9


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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
64857PLEKHG2HCC1_MengHumanLiverHCC1.45e-222.65e-020.0246
64857PLEKHG2HCC1HumanLiverHCC4.65e-042.58e+000.5336
64857PLEKHG2HCC2HumanLiverHCC2.52e-069.94e-010.5341
64857PLEKHG2HCC5HumanLiverHCC2.17e-027.50e-010.4932
64857PLEKHG2S014HumanLiverHCC4.48e-062.30e-010.2254
64857PLEKHG2S015HumanLiverHCC2.83e-103.87e-010.2375
64857PLEKHG2S016HumanLiverHCC4.99e-092.99e-010.2243
64857PLEKHG2male-WTAHumanThyroidPTC6.79e-066.93e-020.1037
64857PLEKHG2PTC03HumanThyroidPTC6.54e-051.75e-010.1784
64857PLEKHG2PTC04HumanThyroidPTC1.93e-062.48e-010.1927
64857PLEKHG2PTC05HumanThyroidPTC8.85e-092.09e-010.2065
64857PLEKHG2PTC06HumanThyroidPTC1.79e-042.96e-010.2057
64857PLEKHG2PTC07HumanThyroidPTC5.02e-112.90e-010.2044
64857PLEKHG2ATC09HumanThyroidATC1.54e-021.48e-010.2871
64857PLEKHG2ATC11HumanThyroidATC3.04e-022.15e-010.3386
64857PLEKHG2ATC12HumanThyroidATC3.20e-061.77e-010.34
64857PLEKHG2ATC13HumanThyroidATC5.17e-871.40e+000.34
64857PLEKHG2ATC1HumanThyroidATC5.43e-041.95e-010.2878
64857PLEKHG2ATC3HumanThyroidATC1.00e-062.81e-010.338
64857PLEKHG2ATC4HumanThyroidATC6.01e-112.49e-010.34
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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
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:004325422LiverHCCregulation of protein-containing complex assembly264/7958428/187235.47e-164.39e-14264
GO:005125822LiverHCCprotein polymerization182/7958297/187234.17e-111.58e-09182
GO:190290322LiverHCCregulation of supramolecular fiber organization224/7958383/187231.54e-105.33e-09224
GO:000701522LiverHCCactin filament organization252/7958442/187233.83e-101.25e-08252
GO:003253522LiverHCCregulation of cellular component size217/7958383/187231.28e-083.14e-07217
GO:003227122LiverHCCregulation of protein polymerization141/7958233/187232.00e-084.72e-07141
GO:003297022LiverHCCregulation of actin filament-based process222/7958397/187233.81e-088.30e-07222
GO:003295622LiverHCCregulation of actin cytoskeleton organization202/7958358/187236.18e-081.29e-06202
GO:000815422LiverHCCactin polymerization or depolymerization130/7958218/187232.31e-074.14e-06130
GO:003004122LiverHCCactin filament polymerization116/7958191/187232.66e-074.68e-06116
GO:011005322LiverHCCregulation of actin filament organization158/7958278/187239.01e-071.37e-05158
GO:003083212LiverHCCregulation of actin filament length113/7958189/187231.16e-061.71e-05113
GO:003083322LiverHCCregulation of actin filament polymerization104/7958172/187231.46e-062.08e-05104
GO:000806412LiverHCCregulation of actin polymerization or depolymerization112/7958188/187231.65e-062.31e-05112
GO:1902903113ThyroidPTCregulation of supramolecular fiber organization202/5968383/187231.16e-171.15e-15202
GO:0007015112ThyroidPTCactin filament organization225/5968442/187233.76e-173.44e-15225
GO:0043254113ThyroidPTCregulation of protein-containing complex assembly215/5968428/187231.23e-159.09e-14215
GO:0032956113ThyroidPTCregulation of actin cytoskeleton organization182/5968358/187234.64e-142.79e-12182
GO:0032970113ThyroidPTCregulation of actin filament-based process197/5968397/187238.91e-144.89e-12197
GO:0051258113ThyroidPTCprotein polymerization154/5968297/187235.35e-132.66e-11154
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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
PLEKHG2SNVMissense_Mutationrs780273825c.853N>Tp.Arg285Cysp.R285CQ9H7P9protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-A2-A0T2-01Breastbreast invasive carcinomaFemale>=65III/IVChemotherapyxelodaPD
PLEKHG2SNVMissense_Mutationc.62N>Ap.Arg21Glnp.R21QQ9H7P9protein_codingdeleterious_low_confidence(0.03)benign(0.059)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHG2SNVMissense_Mutationc.1236N>Cp.Glu412Aspp.E412DQ9H7P9protein_codingdeleterious_low_confidence(0.01)benign(0.079)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHG2SNVMissense_Mutationc.3544N>Tp.Pro1182Serp.P1182SQ9H7P9protein_codingdeleterious_low_confidence(0.03)benign(0.012)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHG2SNVMissense_Mutationc.184N>Cp.Gly62Argp.G62RQ9H7P9protein_codingdeleterious_low_confidence(0)probably_damaging(0.999)TCGA-AO-A1KS-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PLEKHG2SNVMissense_Mutationc.2905N>Ap.Leu969Ilep.L969IQ9H7P9protein_codingtolerated_low_confidence(0.67)benign(0)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PLEKHG2SNVMissense_Mutationrs774674904c.1954G>Ap.Glu652Lysp.E652KQ9H7P9protein_codingtolerated_low_confidence(0.81)benign(0)TCGA-D8-A1J8-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapynolvadexSD
PLEKHG2SNVMissense_Mutationnovelc.1206N>Cp.Trp402Cysp.W402CQ9H7P9protein_codingdeleterious_low_confidence(0)probably_damaging(0.994)TCGA-E2-A14U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PLEKHG2SNVMissense_Mutationc.370N>Tp.Ile124Phep.I124FQ9H7P9protein_codingdeleterious_low_confidence(0)probably_damaging(0.996)TCGA-EW-A1P6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PLEKHG2SNVMissense_Mutationrs759064788c.3142N>Ap.Glu1048Lysp.E1048KQ9H7P9protein_codingdeleterious_low_confidence(0.02)benign(0)TCGA-EW-A3E8-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapyanastrozoleSD
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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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