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: PEDS1

Gene summary for PEDS1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PEDS1

Gene ID

387521

Gene nameplasmanylethanolamine desaturase 1
Gene AliasCarF
Cytomap20q13.13
Gene Typeprotein-coding
GO ID

GO:0006082

UniProtAcc

A5PLL7


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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
387521PEDS1HTA11_2487_2000001011HumanColorectumSER1.03e-093.40e-01-0.1808
387521PEDS1HTA11_2951_2000001011HumanColorectumAD3.40e-021.93e-010.0216
387521PEDS1HTA11_1938_2000001011HumanColorectumAD7.73e-093.30e-01-0.0811
387521PEDS1HTA11_78_2000001011HumanColorectumAD8.26e-092.34e-01-0.1088
387521PEDS1HTA11_347_2000001011HumanColorectumAD2.61e-173.08e-01-0.1954
387521PEDS1HTA11_411_2000001011HumanColorectumSER1.20e-075.69e-01-0.2602
387521PEDS1HTA11_2112_2000001011HumanColorectumSER6.90e-095.07e-01-0.2196
387521PEDS1HTA11_3361_2000001011HumanColorectumAD7.91e-052.24e-01-0.1207
387521PEDS1HTA11_83_2000001011HumanColorectumSER2.92e-072.84e-01-0.1526
387521PEDS1HTA11_696_2000001011HumanColorectumAD6.35e-153.19e-01-0.1464
387521PEDS1HTA11_866_2000001011HumanColorectumAD9.32e-102.01e-01-0.1001
387521PEDS1HTA11_1391_2000001011HumanColorectumAD1.17e-154.10e-01-0.059
387521PEDS1HTA11_5212_2000001011HumanColorectumAD3.97e-042.15e-01-0.2061
387521PEDS1HTA11_5216_2000001011HumanColorectumSER3.40e-032.80e-01-0.1462
387521PEDS1HTA11_546_2000001011HumanColorectumAD4.83e-052.15e-01-0.0842
387521PEDS1HTA11_866_3004761011HumanColorectumAD1.15e-092.39e-010.096
387521PEDS1HTA11_8622_2000001021HumanColorectumSER3.19e-021.83e-010.0528
387521PEDS1HTA11_7663_2000001011HumanColorectumSER7.26e-052.58e-010.0131
387521PEDS1HTA11_10623_2000001011HumanColorectumAD1.79e-093.53e-01-0.0177
387521PEDS1HTA11_6801_2000001011HumanColorectumSER2.21e-022.38e-010.0171
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
Colorectum (GSE201348)The 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.FAP: Familial adenomatous polyposis
CRC: Colorectal cancer
Colorectum (HTA11)The 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.AD: Adenomas
SER: Sessile serrated lesions
MSI-H: Microsatellite-high colorectal cancer
MSS: Microsatellite stable colorectal 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:0006631ColorectumADfatty acid metabolic process114/3918390/187235.58e-059.44e-04114
GO:0018904ColorectumADether metabolic process14/391827/187233.72e-044.29e-0314
GO:0006662ColorectumADglycerol ether metabolic process12/391822/187235.38e-045.74e-0312
GO:0046485ColorectumADether lipid metabolic process10/391820/187233.67e-032.60e-0210
GO:00066621ColorectumSERglycerol ether metabolic process9/289722/187233.66e-033.06e-029
GO:00189041ColorectumSERether metabolic process10/289727/187235.18e-033.95e-0210
GO:00066311ColorectumSERfatty acid metabolic process79/2897390/187236.34e-034.56e-0279
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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
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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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