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

Home

Download

Statistics

Help

Contact

Center for Computational Systems Medicine
leaf

Gene summary

leaf

Malignant transformation analysis

leaf

Malignant transformation related pathway analysis

leaf

Cell-cell communication analysis

leaf

Single-cell gene regulatory network inference analysis

leaf

Somatic mutation of malignant transformation related genes

leaf

Related drugs of malignant transformation related genes

Gene: CPNE3

Gene summary for CPNE3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

CPNE3

Gene ID

8895

Gene namecopine 3
Gene AliasCPN3
Cytomap8q21.3
Gene Typeprotein-coding
GO ID

GO:0006464

UniProtAcc

A0A024R994


Top

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
8895CPNE3GSM4909281HumanBreastIDC5.16e-083.55e-010.21
8895CPNE3GSM4909286HumanBreastIDC1.22e-026.68e-020.1081
8895CPNE3GSM4909290HumanBreastIDC6.01e-216.19e-010.2096
8895CPNE3GSM4909291HumanBreastIDC8.25e-196.57e-010.1753
8895CPNE3GSM4909293HumanBreastIDC1.19e-062.54e-010.1581
8895CPNE3GSM4909294HumanBreastIDC3.82e-114.28e-010.2022
8895CPNE3GSM4909296HumanBreastIDC7.92e-03-3.54e-020.1524
8895CPNE3GSM4909297HumanBreastIDC1.78e-03-3.01e-020.1517
8895CPNE3GSM4909298HumanBreastIDC1.62e-052.89e-010.1551
8895CPNE3GSM4909304HumanBreastIDC1.32e-043.06e-010.1636
8895CPNE3GSM4909306HumanBreastIDC2.91e-073.97e-010.1564
8895CPNE3GSM4909307HumanBreastIDC1.28e-022.66e-010.1569
8895CPNE3GSM4909308HumanBreastIDC5.91e-124.33e-010.158
8895CPNE3GSM4909311HumanBreastIDC3.41e-18-8.34e-020.1534
8895CPNE3GSM4909312HumanBreastIDC8.74e-091.54e-010.1552
8895CPNE3GSM4909317HumanBreastIDC4.89e-124.53e-010.1355
8895CPNE3GSM4909319HumanBreastIDC2.57e-21-9.18e-020.1563
8895CPNE3GSM4909321HumanBreastIDC4.57e-07-2.55e-020.1559
8895CPNE3M1HumanBreastIDC3.80e-043.52e-010.1577
8895CPNE3NCCBC14HumanBreastDCIS1.94e-061.67e-010.2021
Page: 1 2 3 4 5 6 7 8 

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
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
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
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.

Top

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).
Page: 1 2 3 4 5 6 7 8 9 

check button Enriched GO biological processes.
GO IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustCount
GO:001003814BreastIDCresponse to metal ion65/1434373/187232.95e-103.42e-0865
GO:007124813BreastIDCcellular response to metal ion27/1434197/187232.28e-032.09e-0227
GO:007124113BreastIDCcellular response to inorganic substance29/1434226/187234.28e-033.34e-0229
GO:005159213BreastIDCresponse to calcium ion21/1434149/187234.79e-033.67e-0221
GO:001003824BreastDCISresponse to metal ion65/1390373/187238.03e-119.88e-0965
GO:007124822BreastDCIScellular response to metal ion27/1390197/187231.46e-031.49e-0227
GO:007124123BreastDCIScellular response to inorganic substance29/1390226/187232.75e-032.41e-0229
GO:005159223BreastDCISresponse to calcium ion21/1390149/187233.34e-032.81e-0221
GO:003812717EsophagusHGINERBB signaling pathway29/2587121/187231.83e-031.97e-0229
GO:003812718EsophagusESCCERBB signaling pathway82/8552121/187237.23e-079.40e-0682
GO:001003827EsophagusESCCresponse to metal ion208/8552373/187235.02e-053.90e-04208
GO:007124117EsophagusESCCcellular response to inorganic substance125/8552226/187232.17e-039.67e-03125
GO:001003812LiverCirrhoticresponse to metal ion150/4634373/187232.27e-111.37e-09150
GO:005159211LiverCirrhoticresponse to calcium ion61/4634149/187239.47e-061.38e-0461
GO:00712487LiverCirrhoticcellular response to metal ion73/4634197/187237.73e-058.54e-0473
GO:00712417LiverCirrhoticcellular response to inorganic substance81/4634226/187231.21e-041.20e-0381
GO:003812711LiverCirrhoticERBB signaling pathway46/4634121/187238.08e-045.93e-0346
GO:001003822LiverHCCresponse to metal ion208/7958373/187231.35e-072.56e-06208
GO:003812721LiverHCCERBB signaling pathway73/7958121/187235.65e-055.26e-0473
GO:007124112LiverHCCcellular response to inorganic substance119/7958226/187231.26e-036.92e-03119
Page: 1 2 3 

check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
Page: 1 

Top

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
Page: 1 

Top

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.
Page: 1 

Top

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
CPNE3SNVMissense_Mutationrs768025237c.1321A>Gp.Ile441Valp.I441VO75131protein_codingtolerated(0.21)benign(0.251)TCGA-BH-A18K-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
CPNE3SNVMissense_Mutationc.479N>Tp.Asp160Valp.D160VO75131protein_codingdeleterious(0.01)probably_damaging(0.989)TCGA-C8-A134-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapy5-fluorouracilCR
CPNE3SNVMissense_Mutationc.1438N>Ap.Glu480Lysp.E480KO75131protein_codingtolerated(0.15)benign(0.124)TCGA-D8-A27L-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapyadriamycin+cuclophosphamideSD
CPNE3insertionFrame_Shift_Insnovelc.871_872insTACCTCATTTCTCTTGGTTTTTAAATp.Asn291IlefsTer42p.N291Ifs*42O75131protein_codingTCGA-AN-A04C-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
CPNE3deletionFrame_Shift_Delnovelc.1558delNp.Asn520IlefsTer88p.N520Ifs*88O75131protein_codingTCGA-D8-A27V-01Breastbreast invasive carcinomaFemale<65I/IIHormone TherapytamoxiphenSD
CPNE3SNVMissense_Mutationnovelc.889N>Ap.Asp297Asnp.D297NO75131protein_codingdeleterious(0)probably_damaging(0.928)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
CPNE3SNVMissense_Mutationc.588N>Gp.Ile196Metp.I196MO75131protein_codingdeleterious(0.01)probably_damaging(0.953)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
CPNE3SNVMissense_Mutationnovelc.1015N>Ap.Asp339Asnp.D339NO75131protein_codingdeleterious(0.01)benign(0.33)TCGA-VS-A953-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownPD
CPNE3SNVMissense_Mutationc.199N>Ap.Tyr67Asnp.Y67NO75131protein_codingdeleterious(0)probably_damaging(0.983)TCGA-AA-3811-01Colorectumcolon adenocarcinomaFemale>=65III/IVUnknownUnknownPD
CPNE3SNVMissense_Mutationc.1093T>Gp.Phe365Valp.F365VO75131protein_codingdeleterious(0)probably_damaging(0.973)TCGA-AD-6889-01Colorectumcolon adenocarcinomaMale>=65I/IIChemotherapyxelodaPD
Page: 1 2 3 4 5 6 7 

Top

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
Page: 1