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: CPA3

Gene summary for CPA3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPA3

Gene ID

1359

Gene namecarboxypeptidase A3
Gene AliasMC-CPA
Cytomap3q24
Gene Typeprotein-coding
GO ID

GO:0001990

UniProtAcc

P15088


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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
1359CPA3CA_HPV_1HumanCervixCC1.86e-23-1.01e+000.0264
1359CPA3CA_HPV_3HumanCervixCC3.09e-06-6.46e-010.0414
1359CPA3N_HPV_2HumanCervixN_HPV6.87e-11-8.17e-01-0.0131
1359CPA3CCI_1HumanCervixCC2.58e-06-1.25e+000.528
1359CPA3CCI_2HumanCervixCC1.08e-05-1.25e+000.5249
1359CPA3CCI_3HumanCervixCC8.25e-09-1.25e+000.516
1359CPA3CCII_1HumanCervixCC1.23e-12-1.25e+000.3249
1359CPA3TumorHumanCervixCC3.62e-31-1.24e+000.1241
1359CPA3sample1HumanCervixCC2.19e-10-1.25e+000.0959
1359CPA3sample3HumanCervixCC8.28e-32-1.25e+000.1387
1359CPA3H2HumanCervixHSIL_HPV8.44e-35-1.14e+000.0632
1359CPA3L1HumanCervixCC5.78e-14-1.25e+000.0802
1359CPA3T1HumanCervixCC1.52e-24-1.24e+000.0918
1359CPA3T2HumanCervixCC3.83e-07-1.23e+000.0709
1359CPA3T3HumanCervixCC1.30e-32-1.25e+000.1389
1359CPA3EOLP-1HumanOral cavityEOLP6.09e-211.01e+00-0.0202
1359CPA3EOLP-2HumanOral cavityEOLP1.04e-411.33e+00-0.0203
1359CPA3NEOLP-1HumanOral cavityNEOLP3.02e-096.36e-01-0.0194
1359CPA3SYSMH5HumanOral cavityOSCC5.90e-05-2.60e-020.0647
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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
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
GO:00516048CervixCCprotein maturation56/2311294/187235.90e-045.59e-0356
GO:005160414CervixN_HPVprotein maturation20/534294/187233.17e-044.75e-0320
GO:00164854CervixN_HPVprotein processing15/534225/187232.09e-032.00e-0215
GO:005160410Oral cavityOSCCprotein maturation170/7305294/187233.97e-111.28e-09170
GO:00164856Oral cavityOSCCprotein processing121/7305225/187234.56e-065.23e-05121
GO:005160423Oral cavityEOLPprotein maturation50/2218294/187235.32e-032.77e-0250
GO:005160432Oral cavityNEOLPprotein maturation50/2005294/187236.46e-045.47e-0350
GO:001648521Oral cavityNEOLPprotein processing39/2005225/187231.68e-031.17e-0239
GO:0016486Oral cavityNEOLPpeptide hormone processing8/200524/187232.59e-031.63e-028
GO:0140448Oral cavityNEOLPsignaling receptor ligand precursor processing8/200525/187233.46e-032.05e-028
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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
CPA3SNVMissense_Mutationnovelc.938N>Ap.Pro313Hisp.P313HP15088protein_codingdeleterious(0.02)probably_damaging(1)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPA3SNVMissense_Mutationc.388N>Cp.Glu130Glnp.E130QP15088protein_codingtolerated(0.49)benign(0.019)TCGA-C5-A1MH-01Cervixcervical & endocervical cancerFemale>=65III/IVChemotherapycisplatinPD
CPA3SNVMissense_Mutationc.283G>Tp.Asp95Tyrp.D95YP15088protein_codingdeleterious(0)probably_damaging(0.997)TCGA-Q1-A73O-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CPA3SNVMissense_Mutationc.569N>Cp.Val190Alap.V190AP15088protein_codingdeleterious(0.03)probably_damaging(1)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CPA3SNVMissense_Mutationc.261N>Tp.Met87Ilep.M87IP15088protein_codingtolerated(1)benign(0.005)TCGA-AY-A54L-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
CPA3SNVMissense_Mutationc.965C>Gp.Pro322Argp.P322RP15088protein_codingdeleterious(0.04)possibly_damaging(0.78)TCGA-F4-6570-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
CPA3SNVMissense_Mutationrs753756118c.206N>Ap.Arg69Glnp.R69QP15088protein_codingtolerated(0.1)benign(0.06)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
CPA3SNVMissense_Mutationnovelc.1127C>Tp.Ala376Valp.A376VP15088protein_codingtolerated(0.06)benign(0.251)TCGA-AJ-A3EK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapycarboplatinCR
CPA3SNVMissense_Mutationc.1220N>Gp.Phe407Cysp.F407CP15088protein_codingtolerated(0.1)possibly_damaging(0.706)TCGA-AX-A0J0-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
CPA3SNVMissense_Mutationc.761T>Gp.Phe254Cysp.F254CP15088protein_codingdeleterious(0)probably_damaging(0.999)TCGA-B5-A0JY-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapydoxorubicinSD
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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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