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: PLEKHB1

Gene summary for PLEKHB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHB1

Gene ID

58473

Gene namepleckstrin homology domain containing B1
Gene AliasKPL1
Cytomap11q13.4
Gene Typeprotein-coding
GO ID

GO:0007154

UniProtAcc

A0A024R5J2


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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
58473PLEKHB1P57T-EHumanEsophagusESCC9.48e-173.30e-010.0926
58473PLEKHB1P76T-EHumanEsophagusESCC9.08e-329.52e-010.1207
58473PLEKHB1P82T-EHumanEsophagusESCC3.13e-023.85e-010.1072
58473PLEKHB1P128T-EHumanEsophagusESCC1.15e-167.45e-010.1241
58473PLEKHB1P130T-EHumanEsophagusESCC1.73e-05-2.19e-020.1676
58473PLEKHB1S43HumanLiverCirrhotic6.86e-05-2.02e-01-0.0187
58473PLEKHB1HCC1_MengHumanLiverHCC2.26e-23-1.27e-010.0246
58473PLEKHB1HCC2_MengHumanLiverHCC7.43e-14-2.77e-020.0107
58473PLEKHB1cirrhotic1HumanLiverCirrhotic1.48e-132.63e-010.0202
58473PLEKHB1cirrhotic2HumanLiverCirrhotic5.46e-041.33e-010.0201
58473PLEKHB1HCC1HumanLiverHCC5.01e-05-9.68e-020.5336
58473PLEKHB1Pt13.aHumanLiverHCC1.08e-07-2.09e-010.021
58473PLEKHB1Pt13.bHumanLiverHCC3.70e-04-2.14e-010.0251
58473PLEKHB1Pt14.dHumanLiverHCC3.02e-03-2.10e-010.0143
58473PLEKHB1S014HumanLiverHCC5.29e-158.23e-010.2254
58473PLEKHB1S015HumanLiverHCC1.17e-089.24e-010.2375
58473PLEKHB1S016HumanLiverHCC1.28e-117.80e-010.2243
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal cancer
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
∗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:000931419EsophagusESCCresponse to radiation277/8552456/187234.42e-111.43e-09277
GO:000941611EsophagusESCCresponse to light stimulus183/8552320/187232.03e-051.76e-04183
GO:00093146LiverHCCresponse to radiation223/7958456/187233.08e-031.43e-02223
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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
PLEKHB1SNVMissense_Mutationc.17C>Gp.Pro6Argp.P6RQ9UF11protein_codingdeleterious_low_confidence(0.04)probably_damaging(0.997)TCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
PLEKHB1SNVMissense_Mutationc.499N>Tp.Arg167Cysp.R167CQ9UF11protein_codingtolerated(0.16)benign(0.071)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHB1SNVMissense_Mutationrs754703598c.458N>Ap.Arg153Hisp.R153HQ9UF11protein_codingtolerated(0.07)benign(0)TCGA-AA-3821-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHB1SNVMissense_Mutationnovelc.605N>Cp.Val202Alap.V202AQ9UF11protein_codingtolerated(0.63)possibly_damaging(0.848)TCGA-AA-3845-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHB1SNVMissense_Mutationrs781576387c.409G>Ap.Val137Ilep.V137IQ9UF11protein_codingtolerated(0.26)benign(0)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PLEKHB1insertionFrame_Shift_Insrs747647640c.537_538insCp.Asn182GlnfsTer102p.N182Qfs*102Q9UF11protein_codingTCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
PLEKHB1SNVMissense_Mutationrs781576387c.409N>Ap.Val137Ilep.V137IQ9UF11protein_codingtolerated(0.26)benign(0)TCGA-A5-A0G2-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVUnknownUnknownSD
PLEKHB1SNVMissense_Mutationrs545480416c.110N>Ap.Arg37Hisp.R37HQ9UF11protein_codingdeleterious(0.02)probably_damaging(0.99)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
PLEKHB1SNVMissense_Mutationrs191182155c.428G>Ap.Arg143Glnp.R143QQ9UF11protein_codingtolerated(0.33)benign(0.025)TCGA-AP-A0LM-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycisplatinSD
PLEKHB1SNVMissense_Mutationrs766212784c.449N>Ap.Cys150Tyrp.C150YQ9UF11protein_codingtolerated(1)benign(0.141)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
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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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