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: PLBD2

Gene summary for PLBD2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PLBD2

Gene ID

196463

Gene namephospholipase B domain containing 2
Gene AliasP76
Cytomap12q24.13
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

Q8NHP8


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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
196463PLBD2LZE24THumanEsophagusESCC7.13e-102.04e-010.0596
196463PLBD2P1T-EHumanEsophagusESCC5.30e-032.47e-010.0875
196463PLBD2P2T-EHumanEsophagusESCC7.60e-213.26e-010.1177
196463PLBD2P4T-EHumanEsophagusESCC7.46e-164.16e-010.1323
196463PLBD2P5T-EHumanEsophagusESCC1.31e-101.39e-010.1327
196463PLBD2P8T-EHumanEsophagusESCC2.36e-112.22e-010.0889
196463PLBD2P9T-EHumanEsophagusESCC1.88e-021.66e-010.1131
196463PLBD2P10T-EHumanEsophagusESCC3.76e-091.03e-010.116
196463PLBD2P11T-EHumanEsophagusESCC1.70e-135.48e-010.1426
196463PLBD2P12T-EHumanEsophagusESCC1.94e-171.76e-010.1122
196463PLBD2P15T-EHumanEsophagusESCC1.75e-153.66e-010.1149
196463PLBD2P16T-EHumanEsophagusESCC7.87e-183.66e-010.1153
196463PLBD2P17T-EHumanEsophagusESCC2.21e-062.66e-010.1278
196463PLBD2P19T-EHumanEsophagusESCC7.24e-074.97e-010.1662
196463PLBD2P20T-EHumanEsophagusESCC1.86e-072.25e-010.1124
196463PLBD2P21T-EHumanEsophagusESCC3.60e-316.83e-010.1617
196463PLBD2P22T-EHumanEsophagusESCC3.09e-172.04e-010.1236
196463PLBD2P23T-EHumanEsophagusESCC4.78e-142.88e-010.108
196463PLBD2P24T-EHumanEsophagusESCC2.13e-162.51e-010.1287
196463PLBD2P26T-EHumanEsophagusESCC7.08e-223.02e-010.1276
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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
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
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.

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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:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00442427EsophagusESCCcellular lipid catabolic process121/8552214/187238.63e-044.43e-03121
GO:00160427EsophagusESCClipid catabolic process168/8552320/187237.97e-032.84e-02168
GO:004424222LiverHCCcellular lipid catabolic process134/7958214/187232.07e-095.79e-08134
GO:00066444LiverHCCphospholipid metabolic process214/7958383/187237.25e-081.48e-06214
GO:001604221LiverHCClipid catabolic process175/7958320/187236.50e-067.88e-05175
GO:00464342LiverHCCorganophosphate catabolic process89/7958155/187231.24e-041.03e-0389
GO:00442426Oral cavityOSCCcellular lipid catabolic process104/7305214/187232.61e-031.15e-02104
GO:00066445Oral cavityOSCCphospholipid metabolic process175/7305383/187234.21e-031.71e-02175
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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
PLBD2SNVMissense_Mutationnovelc.923C>Ap.Ser308Tyrp.S308YQ8NHP8protein_codingdeleterious(0)probably_damaging(0.999)TCGA-5L-AAT1-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyletrozolSD
PLBD2SNVMissense_Mutationc.782N>Gp.His261Argp.H261RQ8NHP8protein_codingdeleterious(0)probably_damaging(0.973)TCGA-A2-A0T0-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereSD
PLBD2SNVMissense_Mutationnovelc.527N>Tp.Ser176Leup.S176LQ8NHP8protein_codingdeleterious(0.05)possibly_damaging(0.473)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
PLBD2SNVMissense_Mutationc.1445N>Gp.Asn482Serp.N482SQ8NHP8protein_codingdeleterious(0.01)probably_damaging(0.917)TCGA-EW-A1J6-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyfemaraSD
PLBD2deletionFrame_Shift_Delnovelc.1741delNp.Phe581SerfsTer22p.F581Sfs*22Q8NHP8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
PLBD2SNVMissense_Mutationrs765071928c.355N>Ap.Gly119Serp.G119SQ8NHP8protein_codingdeleterious(0)probably_damaging(1)TCGA-5M-AAT6-01Colorectumcolon adenocarcinomaFemale<65III/IVUnknownUnknownPD
PLBD2SNVMissense_Mutationrs761114976c.730N>Cp.Cys244Argp.C244RQ8NHP8protein_codingdeleterious(0)probably_damaging(1)TCGA-AA-3949-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownSD
PLBD2SNVMissense_Mutationnovelc.874N>Ap.Val292Ilep.V292IQ8NHP8protein_codingtolerated(1)benign(0.005)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
PLBD2SNVMissense_Mutationc.987N>Tp.Lys329Asnp.K329NQ8NHP8protein_codingtolerated(0.68)benign(0.003)TCGA-AG-3892-01Colorectumrectum adenocarcinomaFemale<65I/IIUnknownUnknownSD
PLBD2SNVMissense_Mutationrs150445091c.1012N>Tp.Arg338Trpp.R338WQ8NHP8protein_codingdeleterious(0)possibly_damaging(0.849)TCGA-EI-6507-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
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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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