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: PPAP2A

Gene summary for PPAP2A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PPAP2A

Gene ID

8611

Gene namephospholipid phosphatase 1
Gene AliasLLP1a
Cytomap5q11.2
Gene Typeprotein-coding
GO ID

GO:0006066

UniProtAcc

A0A024QZS3


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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
8611PPAP2AGSM5353221_PA_PB2A_Pool_1_3_S25_L001HumanProstateTumor8.94e-062.84e-010.1633
8611PPAP2AGSM5353222_PA_PB2B_Pool_1_3_S52_L002HumanProstateTumor1.45e-062.58e-010.1608
8611PPAP2AGSM5353223_PA_PB2B_Pool_2_S26_L001HumanProstateTumor3.65e-042.34e-010.1604
8611PPAP2AGSM5353224_PA_PR5186_Pool_1_2_3_S27_L001HumanProstateTumor9.65e-135.20e-010.1621
8611PPAP2AGSM5353225_PA_PR5196-1_Pool_1_2_3_S53_L002HumanProstateTumor3.50e-023.42e-010.1619
8611PPAP2AGSM5353227_PA_PR5199-193K_Pool_1_2_3_S55_L002HumanProstateTumor1.56e-053.12e-010.1602
8611PPAP2AGSM5353236_PA_PR5251_T1_S7_L001HumanProstateTumor4.89e-095.27e-010.1608
8611PPAP2AGSM5353237_PA_PR5251_T2_S8_L001HumanProstateTumor2.91e-044.49e-010.1622
8611PPAP2AGSM5353240_PA_PR5254_T1_S15_L001HumanProstateTumor2.06e-145.10e-010.1575
8611PPAP2AGSM5353243_PA_PR5261_T1_S23_L002HumanProstateTumor9.01e-145.96e-010.1545
8611PPAP2AGSM5353244_PA_PR5261_T2_S24_L002HumanProstateTumor2.34e-073.68e-010.1569
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
∗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
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa0466612CervixCCFc gamma R-mediated phagocytosis31/126797/84651.78e-051.42e-048.40e-0531
hsa0466613CervixCCFc gamma R-mediated phagocytosis31/126797/84651.78e-051.42e-048.40e-0531
hsa04666ColorectumADFc gamma R-mediated phagocytosis46/209297/84659.10e-071.22e-057.77e-0646
hsa00561ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa046661ColorectumADFc gamma R-mediated phagocytosis46/209297/84659.10e-071.22e-057.77e-0646
hsa005611ColorectumADGlycerolipid metabolism24/209263/84651.25e-024.54e-022.90e-0224
hsa046664ColorectumMSSFc gamma R-mediated phagocytosis45/187597/84659.30e-081.56e-069.55e-0745
hsa05231ColorectumMSSCholine metabolism in cancer34/187598/84652.90e-031.39e-028.50e-0334
hsa005612ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa046665ColorectumMSSFc gamma R-mediated phagocytosis45/187597/84659.30e-081.56e-069.55e-0745
hsa052311ColorectumMSSCholine metabolism in cancer34/187598/84652.90e-031.39e-028.50e-0334
hsa005613ColorectumMSSGlycerolipid metabolism23/187563/84656.55e-032.64e-021.62e-0223
hsa046666ColorectumFAPFc gamma R-mediated phagocytosis35/140497/84652.46e-064.28e-052.60e-0535
hsa052312ColorectumFAPCholine metabolism in cancer29/140498/84659.03e-045.20e-033.16e-0329
hsa046667ColorectumFAPFc gamma R-mediated phagocytosis35/140497/84652.46e-064.28e-052.60e-0535
hsa052313ColorectumFAPCholine metabolism in cancer29/140498/84659.03e-045.20e-033.16e-0329
hsa046668ColorectumCRCFc gamma R-mediated phagocytosis27/109197/84656.24e-051.12e-037.57e-0427
hsa052314ColorectumCRCCholine metabolism in cancer24/109198/84651.21e-039.84e-036.67e-0324
hsa046669ColorectumCRCFc gamma R-mediated phagocytosis27/109197/84656.24e-051.12e-037.57e-0427
hsa052315ColorectumCRCCholine metabolism in cancer24/109198/84651.21e-039.84e-036.67e-0324
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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
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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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