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: PCED1A

Gene summary for PCED1A

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PCED1A

Gene ID

64773

Gene namePC-esterase domain containing 1A
Gene AliasC20orf81
Cytomap20p13
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

Q9H1Q7


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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
64773PCED1AS014HumanLiverHCC2.06e-126.99e-010.2254
64773PCED1AS015HumanLiverHCC5.21e-177.72e-010.2375
64773PCED1AS016HumanLiverHCC6.48e-217.18e-010.2243
64773PCED1AS028HumanLiverHCC5.00e-042.99e-010.2503
64773PCED1AS029HumanLiverHCC8.26e-053.64e-010.2581
64773PCED1AC04HumanOral cavityOSCC2.85e-124.41e-010.2633
64773PCED1AC21HumanOral cavityOSCC1.83e-145.24e-010.2678
64773PCED1AC30HumanOral cavityOSCC5.43e-155.48e-010.3055
64773PCED1AC38HumanOral cavityOSCC8.94e-034.98e-010.172
64773PCED1AC43HumanOral cavityOSCC7.14e-123.14e-010.1704
64773PCED1AC46HumanOral cavityOSCC4.12e-153.02e-010.1673
64773PCED1AC51HumanOral cavityOSCC4.70e-053.48e-010.2674
64773PCED1AC08HumanOral cavityOSCC7.81e-173.74e-010.1919
64773PCED1AC09HumanOral cavityOSCC2.19e-061.68e-010.1431
64773PCED1ALN46HumanOral cavityOSCC7.59e-063.75e-010.1666
64773PCED1ALP15HumanOral cavityLP7.58e-085.25e-010.2174
64773PCED1ASYSMH1HumanOral cavityOSCC3.09e-041.75e-010.1127
64773PCED1ASYSMH2HumanOral cavityOSCC2.16e-073.03e-010.2326
64773PCED1ASYSMH3HumanOral cavityOSCC6.26e-092.53e-010.2442
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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
∗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
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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
PCED1ASNVMissense_Mutationrs756545276c.34N>Tp.Arg12Cysp.R12CQ9H1Q7protein_codingtolerated_low_confidence(0.11)benign(0)TCGA-D8-A27E-01Breastbreast invasive carcinomaFemale>=65I/IIHormone Therapytamoxiphen+anastrazolumSD
PCED1AinsertionFrame_Shift_Insnovelc.57_58insTTCCTCACTCGTGTTTACTCCGp.His20PhefsTer62p.H20Ffs*62Q9H1Q7protein_codingTCGA-A8-A09E-01Breastbreast invasive carcinomaFemale>=65III/IVHormone TherapyanastrozoleSD
PCED1ASNVMissense_Mutationc.853G>Ap.Glu285Lysp.E285KQ9H1Q7protein_codingtolerated(0.54)benign(0.003)TCGA-MY-A5BD-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
PCED1ASNVMissense_Mutationnovelc.1240N>Tp.Ser414Cysp.S414CQ9H1Q7protein_codingdeleterious(0)benign(0.41)TCGA-AA-3877-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
PCED1ASNVMissense_Mutationrs199975004c.826C>Tp.Arg276Cysp.R276CQ9H1Q7protein_codingdeleterious(0)possibly_damaging(0.708)TCGA-AA-A01P-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
PCED1ASNVMissense_Mutationc.877N>Tp.Pro293Serp.P293SQ9H1Q7protein_codingtolerated(0.26)benign(0)TCGA-AY-6197-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
PCED1ASNVMissense_Mutationc.49G>Ap.Asp17Asnp.D17NQ9H1Q7protein_codingtolerated_low_confidence(0.51)benign(0)TCGA-A5-A0GP-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PCED1ASNVMissense_Mutationc.1291N>Tp.His431Tyrp.H431YQ9H1Q7protein_codingdeleterious_low_confidence(0.01)probably_damaging(0.968)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
PCED1ASNVMissense_Mutationnovelc.679N>Ap.Asp227Asnp.D227NQ9H1Q7protein_codingdeleterious(0.02)probably_damaging(1)TCGA-A5-A2K5-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
PCED1ASNVMissense_Mutationrs755935826c.1346C>Tp.Ser449Leup.S449LQ9H1Q7protein_codingtolerated_low_confidence(0.1)possibly_damaging(0.565)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<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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