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: PMEL

Gene summary for PMEL

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PMEL

Gene ID

6490

Gene namepremelanosome protein
Gene AliasD12S53E
Cytomap12q13.2
Gene Typeprotein-coding
GO ID

GO:0006582

UniProtAcc

P40967


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
6490PMELP3_S6_AKHumanSkinAK8.33e-166.10e-01-0.3256
6490PMELP1_cSCCHumanSkincSCC1.50e-032.20e-010.0292
6490PMELP4_cSCCHumanSkincSCC3.57e-096.32e-01-0.00290000000000005
Page: 1 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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:001605010SkinAKvesicle organization45/1910300/187235.44e-033.02e-0245
GO:001605015SkincSCCvesicle organization135/4864300/187235.98e-133.44e-11135
GO:00324382SkincSCCmelanosome organization14/486428/187235.47e-032.73e-0214
GO:00487532SkincSCCpigment granule organization14/486429/187238.08e-033.74e-0214
GO:00330594SkincSCCcellular pigmentation22/486453/187239.80e-034.33e-0222
Page: 1 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
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
PMELSNVMissense_Mutationc.1193C>Ap.Thr398Lysp.T398KP40967protein_codingtolerated(0.93)benign(0.003)TCGA-A2-A25D-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapytamoxiphenSD
PMELSNVMissense_Mutationc.493N>Ap.Gly165Serp.G165SP40967protein_codingdeleterious(0)probably_damaging(0.995)TCGA-BH-A203-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
PMELSNVMissense_Mutationc.884C>Gp.Ala295Glyp.A295GP40967protein_codingdeleterious(0)probably_damaging(0.988)TCGA-C8-A26Y-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PMELSNVMissense_Mutationc.444N>Ap.Ser148Argp.S148RP40967protein_codingtolerated(0.84)benign(0.014)TCGA-D8-A1JP-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
PMELSNVMissense_Mutationrs753939918c.814N>Tp.Arg272Trpp.R272WP40967protein_codingdeleterious(0)probably_damaging(1)TCGA-OL-A5RW-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PMELSNVMissense_Mutationnovelc.991N>Ap.Glu331Lysp.E331KP40967protein_codingtolerated(0.65)benign(0.009)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PMELSNVMissense_Mutationc.1181C>Tp.Thr394Ilep.T394IP40967protein_codingdeleterious(0.01)possibly_damaging(0.859)TCGA-AZ-6598-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PMELSNVMissense_Mutationrs866948103c.1946G>Ap.Arg649Hisp.R649HP40967protein_codingtolerated(0.09)benign(0.003)TCGA-CM-4746-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PMELSNVMissense_Mutationc.101N>Tp.Gly34Valp.G34VP40967protein_codingdeleterious(0)possibly_damaging(0.817)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PMELSNVMissense_Mutationc.1159N>Gp.Thr387Alap.T387AP40967protein_codingtolerated(0.26)probably_damaging(0.995)TCGA-AG-4015-01Colorectumrectum adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 7 

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
6490PMELDRUGGABLE GENOMEMulti-epitope tyrosinase/gp100 vaccine
6490PMELDRUGGABLE GENOMEMelanoma vaccine
6490PMELDRUGGABLE GENOMEHMBA11310793
6490PMELDRUGGABLE GENOMEGPA-TriMAR-T cells
6490PMELDRUGGABLE GENOMEMulti-epitope peptide melanoma vaccine22495394
6490PMELDRUGGABLE GENOMEAE-08
6490PMELDRUGGABLE GENOMEIMCgp100TEBENTAFUSP23263452
6490PMELDRUGGABLE GENOMEGp100:209-217(210M) peptide vaccine
6490PMELDRUGGABLE GENOMEIFN15980237
Page: 1