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: PGS1

Gene summary for PGS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PGS1

Gene ID

9489

Gene namephosphatidylglycerophosphate synthase 1
Gene AliasPGS1
Cytomap17q25.3
Gene Typeprotein-coding
GO ID

GO:0006629

UniProtAcc

A0A024R8V5


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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
9489PGS1LZE4THumanEsophagusESCC1.67e-081.58e-010.0811
9489PGS1LZE7THumanEsophagusESCC8.43e-053.45e-010.0667
9489PGS1LZE8THumanEsophagusESCC8.39e-034.34e-020.067
9489PGS1LZE22THumanEsophagusESCC5.68e-031.97e-010.068
9489PGS1LZE24THumanEsophagusESCC3.71e-123.43e-010.0596
9489PGS1LZE22D3HumanEsophagusHGIN1.42e-033.86e-010.0653
9489PGS1LZE21THumanEsophagusESCC1.81e-022.45e-010.0655
9489PGS1P1T-EHumanEsophagusESCC1.89e-082.94e-010.0875
9489PGS1P2T-EHumanEsophagusESCC3.31e-162.69e-010.1177
9489PGS1P4T-EHumanEsophagusESCC5.24e-091.68e-010.1323
9489PGS1P5T-EHumanEsophagusESCC5.77e-104.92e-020.1327
9489PGS1P8T-EHumanEsophagusESCC1.73e-193.18e-010.0889
9489PGS1P9T-EHumanEsophagusESCC3.35e-081.73e-010.1131
9489PGS1P10T-EHumanEsophagusESCC7.45e-172.71e-010.116
9489PGS1P11T-EHumanEsophagusESCC2.40e-125.64e-010.1426
9489PGS1P12T-EHumanEsophagusESCC5.49e-214.23e-010.1122
9489PGS1P15T-EHumanEsophagusESCC3.08e-273.65e-010.1149
9489PGS1P16T-EHumanEsophagusESCC4.79e-172.77e-010.1153
9489PGS1P17T-EHumanEsophagusESCC1.39e-041.68e-010.1278
9489PGS1P19T-EHumanEsophagusESCC1.94e-063.51e-010.1662
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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
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
∗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:005164810EsophagusHGINvesicle localization37/2587177/187236.03e-034.87e-0237
GO:00086544EsophagusESCCphospholipid biosynthetic process162/8552253/187232.59e-095.73e-08162
GO:005164815EsophagusESCCvesicle localization119/8552177/187235.16e-091.08e-07119
GO:00464744EsophagusESCCglycerophospholipid biosynthetic process135/8552211/187235.75e-081.02e-06135
GO:00450175EsophagusESCCglycerolipid biosynthetic process154/8552252/187235.20e-076.96e-06154
GO:00066446EsophagusESCCphospholipid metabolic process218/8552383/187235.37e-065.59e-05218
GO:00066505EsophagusESCCglycerophospholipid metabolic process174/8552306/187234.92e-053.85e-04174
GO:00464864EsophagusESCCglycerolipid metabolic process211/8552392/187236.51e-043.46e-03211
GO:005164811LiverCirrhoticvesicle localization62/4634177/187231.37e-039.18e-0362
GO:005164821LiverHCCvesicle localization107/7958177/187231.05e-061.57e-05107
GO:00516489Oral cavityOSCCvesicle localization105/7305177/187233.30e-086.30e-07105
GO:00086543Oral cavityOSCCphospholipid biosynthetic process130/7305253/187233.96e-053.46e-04130
GO:00464743Oral cavityOSCCglycerophospholipid biosynthetic process102/7305211/187233.50e-031.48e-02102
GO:00066445Oral cavityOSCCphospholipid metabolic process175/7305383/187234.21e-031.71e-02175
GO:005164814Oral cavityLPvesicle localization66/4623177/187231.25e-041.46e-0366
GO:005164816SkincSCCvesicle localization73/4864177/187236.36e-068.92e-0573
GO:005164817ThyroidPTCvesicle localization94/5968177/187233.54e-099.45e-0894
GO:005164818ThyroidATCvesicle localization91/6293177/187237.21e-079.64e-0691
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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
PGS1SNVMissense_Mutationnovelc.667N>Tp.Val223Leup.V223LQ32NB8protein_codingtolerated(0.34)benign(0.27)TCGA-AN-A0FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PGS1SNVMissense_Mutationrs752824213c.295N>Ap.Val99Metp.V99MQ32NB8protein_codingdeleterious(0)probably_damaging(0.946)TCGA-BH-A0HF-01Breastbreast invasive carcinomaFemale>=65I/IIHormone TherapyarimidexSD
PGS1SNVMissense_Mutationnovelc.394C>Gp.Pro132Alap.P132AQ32NB8protein_codingtolerated(0.35)benign(0.258)TCGA-E2-A573-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
PGS1SNVMissense_Mutationnovelc.595C>Tp.His199Tyrp.H199YQ32NB8protein_codingdeleterious(0.02)benign(0.284)TCGA-GM-A2DH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
PGS1SNVMissense_Mutationnovelc.700N>Tp.Gly234Cysp.G234CQ32NB8protein_codingdeleterious(0)probably_damaging(0.991)TCGA-OL-A5RY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PGS1insertionFrame_Shift_Insnovelc.1615_1616insTCCAAAAp.Arg539LeufsTer70p.R539Lfs*70Q32NB8protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
PGS1insertionIn_Frame_Insnovelc.1616_1617insTGTTGGGATTATAGGCTTTAGCCACTGTGCp.Arg539_Gln540insValGlyIleIleGlyPheSerHisCysAlap.R539_Q540insVGIIGFSHCAQ32NB8protein_codingTCGA-A2-A0CT-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycytoxanSD
PGS1insertionIn_Frame_Insnovelc.1638_1639insTCTTTAGGAACACGGCTTCTTp.Lys546_Met547insSerLeuGlyThrArgLeuLeup.K546_M547insSLGTRLLQ32NB8protein_codingTCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PGS1deletionFrame_Shift_Delnovelc.1551+1delGQ32NB8protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
PGS1insertionFrame_Shift_Insnovelc.1378_1379insTp.Arg460MetfsTer29p.R460Mfs*29Q32NB8protein_codingTCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
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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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