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: PLS3

Gene summary for PLS3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLS3

Gene ID

5358

Gene nameplastin 3
Gene AliasBMND18
CytomapXq23
Gene Typeprotein-coding
GO ID

GO:0001501

UniProtAcc

P13797


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
5358PLS3CA_HPV_1HumanCervixCC2.96e-02-1.08e-010.0264
5358PLS3CA_HPV_2HumanCervixCC1.02e-022.00e-010.0391
5358PLS3CA_HPV_3HumanCervixCC1.73e-031.60e-010.0414
5358PLS3CCI_1HumanCervixCC7.59e-049.93e-010.528
5358PLS3TumorHumanCervixCC7.78e-306.24e-010.1241
5358PLS3sample3HumanCervixCC4.68e-467.80e-010.1387
5358PLS3T3HumanCervixCC1.12e-467.49e-010.1389
5358PLS3LZE4THumanEsophagusESCC1.92e-291.13e+000.0811
5358PLS3LZE7THumanEsophagusESCC6.53e-151.03e+000.0667
5358PLS3LZE8THumanEsophagusESCC2.88e-032.24e-010.067
5358PLS3LZE20THumanEsophagusESCC5.42e-137.07e-010.0662
5358PLS3LZE22D1HumanEsophagusHGIN8.76e-051.84e-010.0595
5358PLS3LZE22THumanEsophagusESCC5.13e-101.58e+000.068
5358PLS3LZE24THumanEsophagusESCC8.05e-259.65e-010.0596
5358PLS3LZE6THumanEsophagusESCC5.81e-034.41e-010.0845
5358PLS3P1T-EHumanEsophagusESCC9.86e-066.29e-010.0875
5358PLS3P2T-EHumanEsophagusESCC9.17e-397.54e-010.1177
5358PLS3P4T-EHumanEsophagusESCC1.74e-307.09e-010.1323
5358PLS3P5T-EHumanEsophagusESCC3.93e-501.19e+000.1327
5358PLS3P8T-EHumanEsophagusESCC7.09e-511.15e+000.0889
Page: 1 2 3 4 5 6 7 8 

check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
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
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.

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:000701510CervixCCactin filament organization109/2311442/187234.92e-132.45e-10109
GO:006157210CervixCCactin filament bundle organization44/2311161/187232.08e-079.34e-0644
GO:005101710CervixCCactin filament bundle assembly43/2311157/187232.66e-071.12e-0543
GO:000701527EsophagusESCCactin filament organization259/8552442/187232.37e-084.50e-07259
GO:005101727EsophagusESCCactin filament bundle assembly100/8552157/187233.87e-064.17e-05100
GO:006157227EsophagusESCCactin filament bundle organization101/8552161/187239.22e-068.82e-05101
GO:00603485EsophagusESCCbone development115/8552205/187231.67e-037.72e-03115
GO:000701512LiverCirrhoticactin filament organization171/4634442/187233.93e-112.30e-09171
GO:005101712LiverCirrhoticactin filament bundle assembly69/4634157/187231.06e-073.05e-0669
GO:006157212LiverCirrhoticactin filament bundle organization70/4634161/187231.44e-073.87e-0670
GO:000701522LiverHCCactin filament organization252/7958442/187233.83e-101.25e-08252
GO:005101722LiverHCCactin filament bundle assembly96/7958157/187231.81e-062.52e-0596
GO:006157222LiverHCCactin filament bundle organization97/7958161/187234.04e-065.22e-0597
GO:000701520Oral cavityOSCCactin filament organization230/7305442/187231.37e-082.77e-07230
GO:005101720Oral cavityOSCCactin filament bundle assembly86/7305157/187234.28e-053.70e-0486
GO:006157220Oral cavityOSCCactin filament bundle organization87/7305161/187237.49e-055.84e-0487
GO:00603484Oral cavityOSCCbone development99/7305205/187234.13e-031.68e-0299
GO:0007015110Oral cavityLPactin filament organization143/4623442/187231.44e-041.65e-03143
GO:0051017110Oral cavityLPactin filament bundle assembly53/4623157/187236.54e-033.83e-0253
GO:000701534Oral cavityNEOLPactin filament organization94/2005442/187234.49e-115.80e-0994
Page: 1 2 3 

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
PLS3SNVMissense_Mutationnovelc.1186N>Ap.Glu396Lysp.E396KP13797protein_codingdeleterious(0)probably_damaging(0.917)TCGA-A2-A3Y0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapyadriamycinCR
PLS3SNVMissense_Mutationrs781990552c.555G>Cp.Lys185Asnp.K185NP13797protein_codingdeleterious(0)possibly_damaging(0.702)TCGA-A8-A06Q-01Breastbreast invasive carcinomaFemale<65III/IVUnknownUnknownSD
PLS3SNVMissense_Mutationc.46G>Ap.Glu16Lysp.E16KP13797protein_codingdeleterious(0.04)benign(0.271)TCGA-A8-A093-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
PLS3SNVMissense_Mutationc.869N>Gp.Asn290Serp.N290SP13797protein_codingtolerated(0.54)benign(0)TCGA-BH-A18G-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PLS3SNVMissense_Mutationc.874N>Ap.Phe292Ilep.F292IP13797protein_codingdeleterious(0)probably_damaging(0.998)TCGA-E9-A295-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
PLS3SNVMissense_Mutationnovelc.569N>Tp.Pro190Leup.P190LP13797protein_codingtolerated(0.33)benign(0.007)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLS3SNVMissense_Mutationc.535N>Cp.Asp179Hisp.D179HP13797protein_codingdeleterious(0)probably_damaging(0.919)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLS3SNVMissense_Mutationrs370999829c.1262N>Tp.Ala421Valp.A421VP13797protein_codingtolerated(0.1)benign(0.003)TCGA-AA-3667-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PLS3SNVMissense_Mutationrs370999829c.1262N>Tp.Ala421Valp.A421VP13797protein_codingtolerated(0.1)benign(0.003)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
PLS3SNVMissense_Mutationc.299N>Cp.Lys100Thrp.K100TP13797protein_codingtolerated(0.05)benign(0.15)TCGA-DM-A1D0-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
Page: 1 2 3 4 5 6 

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