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: PLSCR4

Gene summary for PLSCR4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLSCR4

Gene ID

57088

Gene namephospholipid scramblase 4
Gene AliasTRA1
Cytomap3q24
Gene Typeprotein-coding
GO ID

GO:0002237

UniProtAcc

Q9NRQ2


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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
57088PLSCR4LZE8THumanEsophagusESCC1.59e-03-6.62e-030.067
57088PLSCR4P1T-EHumanEsophagusESCC9.76e-051.33e-010.0875
57088PLSCR4P2T-EHumanEsophagusESCC1.16e-243.66e-010.1177
57088PLSCR4P5T-EHumanEsophagusESCC6.08e-034.40e-020.1327
57088PLSCR4P8T-EHumanEsophagusESCC7.03e-162.64e-010.0889
57088PLSCR4P9T-EHumanEsophagusESCC6.06e-081.34e-010.1131
57088PLSCR4P10T-EHumanEsophagusESCC1.29e-111.17e-010.116
57088PLSCR4P11T-EHumanEsophagusESCC3.17e-033.76e-010.1426
57088PLSCR4P12T-EHumanEsophagusESCC3.04e-051.70e-020.1122
57088PLSCR4P15T-EHumanEsophagusESCC2.20e-091.25e-020.1149
57088PLSCR4P16T-EHumanEsophagusESCC7.35e-03-7.12e-020.1153
57088PLSCR4P20T-EHumanEsophagusESCC1.05e-238.06e-010.1124
57088PLSCR4P21T-EHumanEsophagusESCC2.44e-03-1.06e-010.1617
57088PLSCR4P22T-EHumanEsophagusESCC1.01e-05-6.01e-020.1236
57088PLSCR4P23T-EHumanEsophagusESCC6.70e-044.25e-010.108
57088PLSCR4P24T-EHumanEsophagusESCC1.58e-084.21e-020.1287
57088PLSCR4P26T-EHumanEsophagusESCC6.82e-06-9.15e-020.1276
57088PLSCR4P27T-EHumanEsophagusESCC2.15e-143.85e-020.1055
57088PLSCR4P28T-EHumanEsophagusESCC9.24e-061.61e-020.1149
57088PLSCR4P30T-EHumanEsophagusESCC2.02e-073.21e-010.137
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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
∗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:003249619EsophagusESCCresponse to lipopolysaccharide191/8552343/187231.11e-047.73e-04191
GO:000223719EsophagusESCCresponse to molecule of bacterial origin194/8552363/187231.64e-037.61e-03194
GO:007122215EsophagusESCCcellular response to lipopolysaccharide113/8552209/187238.79e-033.10e-02113
GO:007121617EsophagusESCCcellular response to biotic stimulus131/8552246/187239.85e-033.39e-02131
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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
PLSCR4SNVMissense_Mutationnovelc.958N>Gp.Phe320Valp.F320VQ9NRQ2protein_codingdeleterious(0)possibly_damaging(0.572)TCGA-AC-A5XU-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyletrozoleSD
PLSCR4SNVMissense_Mutationnovelc.770C>Tp.Ser257Leup.S257LQ9NRQ2protein_codingdeleterious(0.01)probably_damaging(0.925)TCGA-D8-A73U-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapytamoxiphenSD
PLSCR4insertionIn_Frame_Insnovelc.517_518insAAGATCGCACCACTGCACTCCAGCCTGGGCCACCAGAGCAAAATTp.Pro173delinsGlnAspArgThrThrAlaLeuGlnProGlyProProGluGlnAsnSerp.P173delinsQDRTTALQPGPPEQNSQ9NRQ2protein_codingTCGA-A8-A07R-01Breastbreast invasive carcinomaFemale>=65III/IVAncillaryzoledronicSD
PLSCR4SNVMissense_Mutationnovelc.567G>Ap.Met189Ilep.M189IQ9NRQ2protein_codingtolerated(0.06)benign(0.145)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLSCR4SNVMissense_Mutationnovelc.877G>Cp.Asp293Hisp.D293HQ9NRQ2protein_codingdeleterious(0)possibly_damaging(0.65)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PLSCR4SNVMissense_Mutationc.979N>Tp.Arg327Cysp.R327CQ9NRQ2protein_codingdeleterious(0.01)benign(0.18)TCGA-AA-3684-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PLSCR4SNVMissense_Mutationc.821N>Tp.Ser274Ilep.S274IQ9NRQ2protein_codingdeleterious(0)possibly_damaging(0.478)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
PLSCR4SNVMissense_Mutationnovelc.746N>Tp.Pro249Leup.P249LQ9NRQ2protein_codingdeleterious(0.01)probably_damaging(0.996)TCGA-CA-5797-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PLSCR4SNVMissense_Mutationnovelc.437N>Cp.Lys146Thrp.K146TQ9NRQ2protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
PLSCR4SNVMissense_Mutationc.518C>Tp.Pro173Leup.P173LQ9NRQ2protein_codingdeleterious(0.02)benign(0.272)TCGA-CK-5916-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
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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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