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: CPA6

Gene summary for CPA6

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPA6

Gene ID

57094

Gene namecarboxypeptidase A6
Gene AliasCPAH
Cytomap8q13.2
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q8N4T0


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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
57094CPA6CA_HPV_3HumanCervixCC3.60e-051.37e-010.0414
57094CPA6CCI_1HumanCervixCC6.47e-091.05e+000.528
57094CPA6CCI_3HumanCervixCC3.69e-198.87e-010.516
57094CPA6HTA11_3410_2000001011HumanColorectumAD6.55e-07-4.77e-010.0155
57094CPA6HTA11_2487_2000001011HumanColorectumSER2.09e-23-1.12e+00-0.1808
57094CPA6HTA11_2951_2000001011HumanColorectumAD5.73e-04-8.86e-010.0216
57094CPA6HTA11_1938_2000001011HumanColorectumAD7.40e-19-1.11e+00-0.0811
57094CPA6HTA11_78_2000001011HumanColorectumAD1.44e-26-1.10e+00-0.1088
57094CPA6HTA11_347_2000001011HumanColorectumAD1.36e-037.28e-01-0.1954
57094CPA6HTA11_2112_2000001011HumanColorectumSER8.99e-03-8.38e-01-0.2196
57094CPA6HTA11_3361_2000001011HumanColorectumAD2.39e-13-9.20e-01-0.1207
57094CPA6HTA11_83_2000001011HumanColorectumSER7.13e-16-1.04e+00-0.1526
57094CPA6HTA11_696_2000001011HumanColorectumAD4.00e-16-6.64e-01-0.1464
57094CPA6HTA11_866_2000001011HumanColorectumAD4.54e-19-7.99e-01-0.1001
57094CPA6HTA11_1391_2000001011HumanColorectumAD9.51e-38-1.17e+00-0.059
57094CPA6HTA11_2992_2000001011HumanColorectumSER3.96e-044.85e-01-0.1706
57094CPA6HTA11_5212_2000001011HumanColorectumAD1.14e-06-8.81e-01-0.2061
57094CPA6HTA11_9408_2000001011HumanColorectumAD3.12e-05-9.81e-010.0451
57094CPA6HTA11_8622_2000001021HumanColorectumSER6.25e-09-1.01e+000.0528
57094CPA6HTA11_7663_2000001011HumanColorectumSER1.12e-12-1.36e+000.0131
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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
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
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
∗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
CPA6SNVMissense_Mutationnovelc.652N>Gp.Lys218Glup.K218EQ8N4T0protein_codingtolerated(0.11)benign(0.003)TCGA-A2-A3XT-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamidePR
CPA6SNVMissense_Mutationc.289N>Cp.Phe97Leup.F97LQ8N4T0protein_codingtolerated(0.68)benign(0.009)TCGA-A8-A09Z-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CPA6SNVMissense_Mutationnovelc.850N>Cp.Ser284Prop.S284PQ8N4T0protein_codingdeleterious(0)probably_damaging(1)TCGA-AN-A0FL-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CPA6insertionFrame_Shift_Insnovelc.1088_1089insATp.Val364TrpfsTer15p.V364Wfs*15Q8N4T0protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CPA6insertionNonsense_Mutationnovelc.1086_1087insTGAGGCACAGAGAAGTTACCCACTATGTGGTAp.Gly363Terp.G363*Q8N4T0protein_codingTCGA-AQ-A04J-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanSD
CPA6SNVMissense_Mutationnovelc.696N>Ap.Phe232Leup.F232LQ8N4T0protein_codingdeleterious(0)benign(0.271)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CPA6SNVMissense_Mutationc.13G>Ap.Gly5Argp.G5RQ8N4T0protein_codingtolerated_low_confidence(0.14)benign(0.003)TCGA-C5-A1BN-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
CPA6SNVMissense_Mutationc.470N>Tp.Ser157Leup.S157LQ8N4T0protein_codingdeleterious(0)possibly_damaging(0.724)TCGA-LP-A5U2-01Cervixcervical & endocervical cancerFemale<65III/IVUnknownUnknownSD
CPA6SNVMissense_Mutationc.94C>Tp.Leu32Phep.L32FQ8N4T0protein_codingtolerated(0.68)benign(0.406)TCGA-A6-6781-01Colorectumcolon adenocarcinomaMale<65III/IVChemotherapyoxaliplatinSD
CPA6SNVMissense_Mutationrs756306763c.254N>Gp.His85Argp.H85RQ8N4T0protein_codingtolerated(1)benign(0.01)TCGA-AA-3492-01Colorectumcolon adenocarcinomaFemale>=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
57094CPA6DRUGGABLE GENOME, PROTEASE, ENZYMEmetforminMETFORMIN29650774
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