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: PCED1B

Gene summary for PCED1B

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

PCED1B

Gene ID

91523

Gene namePC-esterase domain containing 1B
Gene AliasFAM113B
Cytomap12q13.11
Gene Typeprotein-coding
GO ID

GO:0003674

UniProtAcc

A0A024R115


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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
91523PCED1BCCI_1HumanCervixCC2.19e-055.13e-010.528
91523PCED1BCCI_2HumanCervixCC2.26e-047.15e-010.5249
91523PCED1BHTA11_1938_2000001011HumanColorectumAD2.42e-063.91e-01-0.0811
91523PCED1BHTA11_78_2000001011HumanColorectumAD2.04e-145.56e-01-0.1088
91523PCED1BHTA11_866_2000001011HumanColorectumAD1.89e-042.93e-01-0.1001
91523PCED1BHTA11_6818_2000001021HumanColorectumAD6.97e-186.94e-010.0588
91523PCED1BHTA11_99999965104_69814HumanColorectumMSS6.30e-094.61e-010.281
91523PCED1BHTA11_99999973899_84307HumanColorectumMSS7.82e-031.73e-010.2585
91523PCED1BHTA11_99999974143_84620HumanColorectumMSS7.38e-133.83e-010.3005
91523PCED1BCRC-1-8810HumanColorectumCRC1.39e-134.90e-010.6257
91523PCED1BRNA-P17T-P17T-4HumanLungIAC3.43e-025.35e-010.343
91523PCED1BRNA-P17T-P17T-8HumanLungIAC4.11e-023.30e-010.3329
91523PCED1BRNA-P3T-P3T-1HumanLungIAC1.02e-045.47e-010.1829
91523PCED1BRNA-P3T-P3T-2HumanLungIAC1.95e-045.11e-010.1835
91523PCED1BRNA-P3T-P3T-4HumanLungIAC5.97e-076.00e-010.1859
91523PCED1BRNA-P6T1-P6T1-2HumanLungMIAC3.27e-049.05e-01-0.0186
91523PCED1BRNA-P6T1-P6T1-4HumanLungMIAC1.56e-058.74e-01-0.0263
91523PCED1BRNA-P6T2-P6T2-1HumanLungIAC8.04e-186.19e-01-0.0166
91523PCED1BRNA-P6T2-P6T2-2HumanLungIAC1.76e-195.96e-01-0.0132
91523PCED1BRNA-P6T2-P6T2-3HumanLungIAC9.23e-216.08e-01-0.013
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
LungThe 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.AAH: Atypical adenomatous hyperplasia
AIS: Adenocarcinoma in situ
IAC: Invasive lung adenocarcinoma
MIA: Minimally invasive adenocarcinoma
∗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
PCED1BSNVMissense_Mutationnovelc.284N>Ap.Thr95Asnp.T95NQ96HM7protein_codingdeleterious(0)probably_damaging(1)TCGA-A8-A08H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCED1BSNVMissense_Mutationc.770N>Tp.Pro257Leup.P257LQ96HM7protein_codingdeleterious(0)probably_damaging(0.995)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCED1BSNVMissense_Mutationrs267603480c.1108N>Ap.Glu370Lysp.E370KQ96HM7protein_codingtolerated(0.08)benign(0.033)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
PCED1BSNVMissense_Mutationrs770009860c.1229N>Tp.Thr410Metp.T410MQ96HM7protein_codingtolerated(0.15)benign(0)TCGA-AN-A0FY-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PCED1BSNVMissense_Mutationc.902N>Ap.Pro301Hisp.P301HQ96HM7protein_codingtolerated(0.11)possibly_damaging(0.525)TCGA-B6-A0IJ-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
PCED1BSNVMissense_Mutationc.1117N>Ap.Phe373Ilep.F373IQ96HM7protein_codingdeleterious(0.01)possibly_damaging(0.497)TCGA-B6-A0RO-01Breastbreast invasive carcinomaFemale>=65III/IVUnknownUnknownSD
PCED1BSNVMissense_Mutationrs776179854c.826N>Ap.Glu276Lysp.E276KQ96HM7protein_codingtolerated(0.22)benign(0.001)TCGA-B6-A0RU-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
PCED1BSNVMissense_Mutationnovelc.1126N>Tp.Gly376Cysp.G376CQ96HM7protein_codingdeleterious(0.01)benign(0.007)TCGA-EW-A3U0-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycisplatinCR
PCED1BSNVMissense_Mutationnovelc.748G>Ap.Asp250Asnp.D250NQ96HM7protein_codingdeleterious(0.03)benign(0.298)TCGA-PE-A5DE-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxotereCR
PCED1BinsertionNonsense_Mutationnovelc.286_287insATAATTTTATTTTATGAAGATATGTTTTTACATATTTCCTTTCAATp.Arg96HisfsTer6p.R96Hfs*6Q96HM7protein_codingTCGA-A8-A08H-01Breastbreast invasive 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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