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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: PLEKHM1

Gene summary for PLEKHM1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLEKHM1

Gene ID

9842

Gene namepleckstrin homology and RUN domain containing M1
Gene AliasAP162
Cytomap17q21.31
Gene Typeprotein-coding
GO ID

GO:0001894

UniProtAcc

Q9Y4G2


Top

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
9842PLEKHM1LZE4THumanEsophagusESCC3.14e-072.08e-010.0811
9842PLEKHM1LZE7THumanEsophagusESCC1.78e-021.79e-010.0667
9842PLEKHM1LZE20THumanEsophagusESCC2.77e-021.19e-010.0662
9842PLEKHM1LZE22THumanEsophagusESCC3.68e-043.81e-010.068
9842PLEKHM1LZE24THumanEsophagusESCC3.89e-103.51e-010.0596
9842PLEKHM1LZE21THumanEsophagusESCC8.01e-045.69e-010.0655
9842PLEKHM1P1T-EHumanEsophagusESCC1.43e-219.77e-010.0875
9842PLEKHM1P2T-EHumanEsophagusESCC2.82e-031.35e-010.1177
9842PLEKHM1P4T-EHumanEsophagusESCC1.39e-041.36e-010.1323
9842PLEKHM1P5T-EHumanEsophagusESCC4.50e-091.72e-010.1327
9842PLEKHM1P8T-EHumanEsophagusESCC2.07e-142.45e-010.0889
9842PLEKHM1P9T-EHumanEsophagusESCC2.41e-092.50e-010.1131
9842PLEKHM1P10T-EHumanEsophagusESCC6.61e-075.12e-020.116
9842PLEKHM1P11T-EHumanEsophagusESCC1.19e-032.03e-010.1426
9842PLEKHM1P12T-EHumanEsophagusESCC2.75e-142.53e-010.1122
9842PLEKHM1P15T-EHumanEsophagusESCC2.28e-163.62e-010.1149
9842PLEKHM1P16T-EHumanEsophagusESCC7.21e-067.10e-020.1153
9842PLEKHM1P17T-EHumanEsophagusESCC5.11e-072.04e-010.1278
9842PLEKHM1P20T-EHumanEsophagusESCC2.66e-061.50e-010.1124
9842PLEKHM1P21T-EHumanEsophagusESCC1.03e-161.73e-010.1617
Page: 1 2 3 

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
∗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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:001623617EsophagusESCCmacroautophagy216/8552291/187231.94e-234.57e-21216
GO:001605014EsophagusESCCvesicle organization211/8552300/187232.85e-182.87e-16211
GO:000703417EsophagusESCCvacuolar transport119/8552157/187231.16e-146.30e-13119
GO:00070419EsophagusESCClysosomal transport83/8552114/187233.52e-097.41e-0883
GO:00482844EsophagusESCCorganelle fusion94/8552141/187233.72e-075.16e-0694
GO:00901743EsophagusESCCorganelle membrane fusion73/8552110/187239.29e-068.88e-0573
GO:003134616EsophagusESCCpositive regulation of cell projection organization201/8552353/187231.19e-051.11e-04201
GO:00069063EsophagusESCCvesicle fusion70/8552106/187231.82e-051.60e-0470
GO:00610254EsophagusESCCmembrane fusion98/8552163/187231.39e-049.41e-0498
GO:00315299EsophagusESCCruffle organization39/855256/187232.44e-041.51e-0339
GO:00971789EsophagusESCCruffle assembly32/855244/187232.50e-041.54e-0332
GO:006049118EsophagusESCCregulation of cell projection assembly110/8552188/187232.60e-041.58e-03110
GO:012003218EsophagusESCCregulation of plasma membrane bounded cell projection assembly108/8552186/187234.37e-042.46e-03108
GO:01200347EsophagusESCCpositive regulation of plasma membrane bounded cell projection assembly64/8552105/187231.15e-035.70e-0364
GO:19000277EsophagusESCCregulation of ruffle assembly21/855231/187231.10e-023.70e-0221
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa05132211EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
hsa05132310EsophagusESCCSalmonella infection191/4205249/84656.51e-195.45e-172.79e-17191
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
PLEKHM1SNVMissense_Mutationrs371593619c.646N>Tp.Arg216Trpp.R216WQ9Y4G2protein_codingdeleterious(0)benign(0.241)TCGA-A2-A04Q-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PLEKHM1SNVMissense_Mutationnovelc.1341N>Ap.Phe447Leup.F447LQ9Y4G2protein_codingdeleterious(0.05)benign(0.125)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHM1SNVMissense_Mutationc.1931N>Tp.Pro644Leup.P644LQ9Y4G2protein_codingdeleterious(0.05)benign(0.033)TCGA-BH-A1EO-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHM1SNVMissense_Mutationc.1171N>Cp.Glu391Glnp.E391QQ9Y4G2protein_codingtolerated(0.55)benign(0)TCGA-C8-A1HM-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapydoxorubicinCR
PLEKHM1SNVMissense_Mutationc.3037N>Gp.Phe1013Valp.F1013VQ9Y4G2protein_codingdeleterious(0)probably_damaging(0.998)TCGA-D8-A1JD-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinSD
PLEKHM1SNVMissense_Mutationc.1317G>Cp.Lys439Asnp.K439NQ9Y4G2protein_codingtolerated(0.06)benign(0.157)TCGA-D8-A27G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHM1SNVMissense_Mutationc.776C>Tp.Ser259Leup.S259LQ9Y4G2protein_codingdeleterious(0.02)probably_damaging(0.997)TCGA-IR-A3LK-01Cervixcervical & endocervical cancerFemale>=65I/IIChemotherapycisplatinPD
PLEKHM1SNVMissense_Mutationrs541756972c.356N>Ap.Arg119Glnp.R119QQ9Y4G2protein_codingdeleterious(0.02)probably_damaging(0.999)TCGA-UC-A7PG-06Cervixcervical & endocervical cancerFemale<65III/IVChemotherapycisplatinPD
PLEKHM1SNVMissense_Mutationc.2926N>Cp.Phe976Leup.F976LQ9Y4G2protein_codingdeleterious(0.03)probably_damaging(0.951)TCGA-A6-3809-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PLEKHM1SNVMissense_Mutationrs760295037c.1816N>Tp.Arg606Cysp.R606CQ9Y4G2protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
Page: 1 2 3 4 5 6 7 8 9 10 11 

Top

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
Page: 1