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: CPB1

Gene summary for CPB1

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPB1

Gene ID

1360

Gene namecarboxypeptidase B1
Gene AliasCPB
Cytomap3q24
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

P15086


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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
1360CPB1GSM4909301HumanBreastIDC2.00e-1392.10e+000.1577
1360CPB1GSM4909307HumanBreastIDC5.48e-154.31e-010.1569
1360CPB1GSM4909308HumanBreastIDC1.60e-102.48e-010.158
1360CPB1NCCBC2HumanBreastDCIS5.54e-512.25e+000.1554
1360CPB1HTA12-15-2HumanPancreasPDAC4.12e-54-2.58e+000.2315
1360CPB1HTA12-23-1HumanPancreasPDAC3.96e-42-2.46e+000.3405
1360CPB1HTA12-25-1HumanPancreasPDAC9.13e-51-2.63e+000.313
1360CPB1HTA12-26-1HumanPancreasPDAC1.82e-78-2.51e+000.3728
1360CPB1HTA12-29-1HumanPancreasPDAC4.73e-131-2.63e+000.3722
1360CPB1HTA12-3-16HumanPancreasPDAC3.28e-14-2.63e+000.1553
1360CPB1HTA12-30-1HumanPancreasPDAC2.19e-19-2.19e+000.3671
1360CPB1HTA12-32-1HumanPancreasPDAC2.66e-29-1.88e+000.3624
1360CPB1HTA12-9-1HumanPancreasPDAC3.17e-76-2.46e+000.1532
1360CPB1HTA12-9-2HumanPancreasPDAC5.71e-08-2.97e-010.0835
1360CPB1HTA12-9-3HumanPancreasPDAC2.55e-43-2.63e+000.2045
1360CPB13829-ECHumanPancreasPanIN4.53e-45-2.05e-010.009
1360CPB14347-ECHumanPancreasPanIN1.10e-44-2.70e-010.0572
1360CPB1181429HumanPancreasPDAC7.07e-25-2.63e+000.1416
1360CPB161354830HumanPancreasPDAC1.19e-15-2.63e+000.1458
1360CPB1DS20191261TumorHumanPancreasPDAC1.05e-90-2.63e+000.1367
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
BreastThe 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.IDC: Invasive ductal carcinoma
DCIS: Ductal carcinoma in situ
Precancer(BRCA1-mut): Precancerous lesion from BRCA1 mutation carriers
∗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
CPB1SNVMissense_Mutationc.354N>Cp.Lys118Asnp.K118NP15086protein_codingtolerated(0.07)probably_damaging(0.994)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CPB1SNVMissense_Mutationrs369536390c.403N>Ap.Glu135Lysp.E135KP15086protein_codingtolerated(1)benign(0.009)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CPB1SNVMissense_Mutationc.1198N>Ap.Glu400Lysp.E400KP15086protein_codingdeleterious(0)probably_damaging(1)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
CPB1SNVMissense_Mutationnovelc.97N>Ap.Glu33Lysp.E33KP15086protein_codingtolerated(0.22)benign(0.051)TCGA-AC-A3BB-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapycytoxanCR
CPB1SNVMissense_Mutationc.533N>Ap.Arg178Lysp.R178KP15086protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BH-A18P-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CPB1SNVMissense_Mutationnovelc.28G>Tp.Val10Leup.V10LP15086protein_codingtolerated(0.84)benign(0.001)TCGA-GM-A2DM-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxolCR
CPB1insertionNonsense_Mutationnovelc.443_444insTTAACCCACCCAAAAGACAAGCAAATAGAAACTp.Thr148_Phe149insTerp.T148_F149ins*P15086protein_codingTCGA-A8-A09B-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapy5-fluorouracilSD
CPB1SNVMissense_Mutationrs766816862c.454C>Tp.Arg152Cysp.R152CP15086protein_codingdeleterious(0)probably_damaging(0.974)TCGA-A6-A567-01Colorectumcolon adenocarcinomaMale<65III/IVUnknownUnknownPD
CPB1SNVMissense_Mutationc.457N>Tp.Ala153Serp.A153SP15086protein_codingtolerated(0.27)benign(0.005)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CPB1SNVMissense_Mutationrs760474959c.455N>Ap.Arg152Hisp.R152HP15086protein_codingdeleterious(0.03)possibly_damaging(0.89)TCGA-AA-3975-01Colorectumcolon adenocarcinomaMale>=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
1360CPB1DRUGGABLE GENOME, PROTEASE, ENZYMEinhibitor252166875
1360CPB1DRUGGABLE GENOME, PROTEASE, ENZYMEUS8710232, 7
1360CPB1DRUGGABLE GENOME, PROTEASE, ENZYMEUS8710232, 8
1360CPB1DRUGGABLE GENOME, PROTEASE, ENZYMEinhibitor252166824
1360CPB1DRUGGABLE GENOME, PROTEASE, ENZYMEUS8710232, 1
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