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: PLEKHG6

Gene summary for PLEKHG6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHG6

Gene ID

55200

Gene namepleckstrin homology and RhoGEF domain containing G6
Gene AliasMyoGEF
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

Q3KR16


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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
55200PLEKHG6P36T-EHumanEsophagusESCC5.56e-124.52e-010.1187
55200PLEKHG6P37T-EHumanEsophagusESCC1.53e-025.81e-020.1371
55200PLEKHG6P39T-EHumanEsophagusESCC2.55e-111.98e-010.0894
55200PLEKHG6P40T-EHumanEsophagusESCC2.88e-124.12e-010.109
55200PLEKHG6P42T-EHumanEsophagusESCC6.34e-031.14e-010.1175
55200PLEKHG6P47T-EHumanEsophagusESCC3.22e-112.44e-010.1067
55200PLEKHG6P48T-EHumanEsophagusESCC5.10e-132.14e-010.0959
55200PLEKHG6P49T-EHumanEsophagusESCC1.24e-105.69e-010.1768
55200PLEKHG6P52T-EHumanEsophagusESCC4.67e-072.04e-010.1555
55200PLEKHG6P54T-EHumanEsophagusESCC9.50e-234.27e-010.0975
55200PLEKHG6P56T-EHumanEsophagusESCC1.50e-033.04e-010.1613
55200PLEKHG6P57T-EHumanEsophagusESCC6.60e-122.31e-010.0926
55200PLEKHG6P61T-EHumanEsophagusESCC7.59e-132.57e-010.099
55200PLEKHG6P62T-EHumanEsophagusESCC1.61e-041.22e-010.1302
55200PLEKHG6P65T-EHumanEsophagusESCC8.01e-041.06e-010.0978
55200PLEKHG6P74T-EHumanEsophagusESCC4.96e-081.80e-010.1479
55200PLEKHG6P76T-EHumanEsophagusESCC3.55e-021.21e-010.1207
55200PLEKHG6P79T-EHumanEsophagusESCC8.94e-037.74e-020.1154
55200PLEKHG6P82T-EHumanEsophagusESCC1.19e-125.63e-010.1072
55200PLEKHG6P83T-EHumanEsophagusESCC2.20e-031.47e-010.1738
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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
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
∗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: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
PLEKHG6SNVMissense_Mutationc.2300N>Cp.Arg767Prop.R767PQ3KR16protein_codingdeleterious_low_confidence(0.01)benign(0.204)TCGA-A2-A04T-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
PLEKHG6SNVMissense_Mutationc.1729N>Ap.Asp577Asnp.D577NQ3KR16protein_codingdeleterious(0.01)probably_damaging(0.994)TCGA-A8-A094-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHG6SNVMissense_Mutationrs761204546c.1853N>Ap.Arg618Hisp.R618HQ3KR16protein_codingdeleterious_low_confidence(0)possibly_damaging(0.765)TCGA-AC-A8OP-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHG6SNVMissense_Mutationrs147609266c.1187N>Tp.Thr396Metp.T396MQ3KR16protein_codingtolerated(0.52)benign(0.006)TCGA-LD-A7W6-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyletrozoleSD
PLEKHG6insertionFrame_Shift_Insnovelc.1615_1616insAATATCTGGTTCATGGGp.Ser539LysfsTer38p.S539Kfs*38Q3KR16protein_codingTCGA-A8-A092-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapypaclitaxelCR
PLEKHG6SNVMissense_Mutationc.243G>Cp.Lys81Asnp.K81NQ3KR16protein_codingdeleterious(0.04)benign(0.31)TCGA-C5-A7CO-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinSD
PLEKHG6SNVMissense_Mutationnovelc.650G>Ap.Arg217Glnp.R217QQ3KR16protein_codingtolerated(0.15)probably_damaging(0.973)TCGA-EA-A3HU-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
PLEKHG6deletionFrame_Shift_Delnovelc.1907_1910delNNNNp.Asp637ProfsTer17p.D637Pfs*17Q3KR16protein_codingTCGA-DS-A1OA-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycarboplatinPD
PLEKHG6SNVMissense_Mutationc.463A>Gp.Met155Valp.M155VQ3KR16protein_codingdeleterious(0.01)probably_damaging(0.914)TCGA-A6-5667-01Colorectumcolon adenocarcinomaFemale<65III/IVChemotherapyoxaliplatinSD
PLEKHG6SNVMissense_Mutationrs370357030c.424N>Ap.Glu142Lysp.E142KQ3KR16protein_codingdeleterious(0)probably_damaging(0.986)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=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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