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: CNPY3

Gene summary for CNPY3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CNPY3

Gene ID

10695

Gene namecanopy FGF signaling regulator 3
Gene AliasCAG4A
Cytomap6p21.1
Gene Typeprotein-coding
GO ID

GO:0002376

UniProtAcc

Q9BT09


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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
10695CNPY3S015HumanLiverHCC1.01e-371.75e+000.2375
10695CNPY3S016HumanLiverHCC3.07e-431.39e+000.2243
10695CNPY3S027HumanLiverHCC7.24e-117.61e-010.2446
10695CNPY3S028HumanLiverHCC4.16e-187.18e-010.2503
10695CNPY3S029HumanLiverHCC2.16e-229.45e-010.2581
10695CNPY3C04HumanOral cavityOSCC1.69e-201.14e+000.2633
10695CNPY3C21HumanOral cavityOSCC9.11e-621.75e+000.2678
10695CNPY3C30HumanOral cavityOSCC1.68e-562.51e+000.3055
10695CNPY3C38HumanOral cavityOSCC6.36e-091.22e+000.172
10695CNPY3C43HumanOral cavityOSCC1.57e-143.88e-010.1704
10695CNPY3C46HumanOral cavityOSCC1.09e-358.85e-010.1673
10695CNPY3C51HumanOral cavityOSCC7.54e-181.12e+000.2674
10695CNPY3C57HumanOral cavityOSCC2.04e-125.38e-010.1679
10695CNPY3C06HumanOral cavityOSCC4.41e-111.58e+000.2699
10695CNPY3C07HumanOral cavityOSCC8.15e-051.22e+000.2491
10695CNPY3C08HumanOral cavityOSCC5.30e-378.13e-010.1919
10695CNPY3C09HumanOral cavityOSCC4.85e-114.91e-010.1431
10695CNPY3LN22HumanOral cavityOSCC1.83e-121.35e+000.1733
10695CNPY3LN46HumanOral cavityOSCC4.07e-198.96e-010.1666
10695CNPY3LP15HumanOral cavityLP9.50e-081.60e+000.2174
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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
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid cancer
∗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
CNPY3SNVMissense_Mutationrs371606876c.712N>Ap.Gly238Serp.G238SQ9BT09protein_codingtolerated(0.36)benign(0)TCGA-AC-A2QH-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycytoxanCR
CNPY3SNVMissense_Mutationc.667N>Cp.Gly223Argp.G223RQ9BT09protein_codingtolerated(0.23)benign(0.11)TCGA-AR-A1AQ-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapydoxorubicinSD
CNPY3insertionFrame_Shift_Insnovelc.255_256insAp.Gly86ArgfsTer16p.G86Rfs*16Q9BT09protein_codingTCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CNPY3insertionIn_Frame_Insnovelc.257_258insATTTCTATTTTATCTp.Gly86_Val87insPheLeuPheTyrLeup.G86_V87insFLFYLQ9BT09protein_codingTCGA-A8-A096-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
CNPY3SNVMissense_Mutationc.619N>Ap.Leu207Metp.L207MQ9BT09protein_codingdeleterious(0.01)probably_damaging(0.999)TCGA-AA-3713-01Colorectumcolon adenocarcinomaMale>=65III/IVChemotherapy5-fluorouracilPR
CNPY3SNVMissense_Mutationnovelc.622N>Ap.Ala208Thrp.A208TQ9BT09protein_codingtolerated(0.59)benign(0.005)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
CNPY3SNVMissense_Mutationnovelc.712N>Tp.Gly238Cysp.G238CQ9BT09protein_codingdeleterious(0.01)benign(0.189)TCGA-DM-A288-01Colorectumcolon adenocarcinomaMale>=65III/IVUnknownUnknownPD
CNPY3insertionFrame_Shift_Insnovelc.818_819insCp.Asp276Terp.D276*Q9BT09protein_codingTCGA-AD-5900-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
CNPY3SNVMissense_Mutationrs755208427c.224C>Tp.Thr75Metp.T75MQ9BT09protein_codingtolerated(0.19)probably_damaging(0.993)TCGA-A5-A0GB-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
CNPY3SNVMissense_Mutationrs746471637c.292N>Ap.Glu98Lysp.E98KQ9BT09protein_codingdeleterious(0)probably_damaging(0.996)TCGA-A5-A2K5-01Endometriumuterine 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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