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
64773PCED1ALZE24THumanEsophagusESCC4.55e-133.69e-010.0596
64773PCED1AP1T-EHumanEsophagusESCC3.76e-135.33e-010.0875
64773PCED1AP2T-EHumanEsophagusESCC5.11e-263.83e-010.1177
64773PCED1AP4T-EHumanEsophagusESCC5.91e-132.70e-010.1323
64773PCED1AP5T-EHumanEsophagusESCC1.48e-027.45e-020.1327
64773PCED1AP8T-EHumanEsophagusESCC7.79e-131.18e-010.0889
64773PCED1AP9T-EHumanEsophagusESCC1.01e-143.67e-010.1131
64773PCED1AP10T-EHumanEsophagusESCC3.15e-152.92e-010.116
64773PCED1AP11T-EHumanEsophagusESCC2.52e-104.13e-010.1426
64773PCED1AP12T-EHumanEsophagusESCC4.25e-213.64e-010.1122
64773PCED1AP15T-EHumanEsophagusESCC1.12e-071.40e-010.1149
64773PCED1AP16T-EHumanEsophagusESCC8.39e-245.06e-010.1153
64773PCED1AP17T-EHumanEsophagusESCC2.40e-154.83e-010.1278
64773PCED1AP19T-EHumanEsophagusESCC1.59e-073.23e-010.1662
64773PCED1AP20T-EHumanEsophagusESCC1.05e-193.91e-010.1124
64773PCED1AP21T-EHumanEsophagusESCC3.85e-122.71e-010.1617
64773PCED1AP22T-EHumanEsophagusESCC1.06e-192.35e-010.1236
64773PCED1AP23T-EHumanEsophagusESCC1.87e-133.67e-010.108
64773PCED1AP24T-EHumanEsophagusESCC3.94e-101.90e-010.1287
64773PCED1AP26T-EHumanEsophagusESCC5.27e-531.03e+000.1276
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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
∗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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