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: COPZ2

Gene summary for COPZ2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

COPZ2

Gene ID

51226

Gene nameCOPI coat complex subunit zeta 2
Gene Aliaszeta2-COP
Cytomap17q21.32
Gene Typeprotein-coding
GO ID

GO:0006810

UniProtAcc

Q9P299


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
51226COPZ2P32T-EHumanEsophagusESCC4.73e-143.01e-010.1666
51226COPZ2P36T-EHumanEsophagusESCC2.50e-032.86e-010.1187
51226COPZ2P42T-EHumanEsophagusESCC2.70e-072.17e-010.1175
51226COPZ2P47T-EHumanEsophagusESCC6.21e-091.89e-010.1067
51226COPZ2P48T-EHumanEsophagusESCC7.90e-035.66e-020.0959
51226COPZ2P49T-EHumanEsophagusESCC1.26e-038.23e-010.1768
51226COPZ2P52T-EHumanEsophagusESCC4.30e-101.21e-010.1555
51226COPZ2P74T-EHumanEsophagusESCC5.44e-104.26e-010.1479
51226COPZ2P80T-EHumanEsophagusESCC4.46e-032.48e-010.155
51226COPZ2P83T-EHumanEsophagusESCC6.35e-236.47e-010.1738
51226COPZ2P89T-EHumanEsophagusESCC4.03e-065.10e-010.1752
51226COPZ2P107T-EHumanEsophagusESCC2.09e-092.67e-010.171
51226COPZ2P130T-EHumanEsophagusESCC3.19e-285.34e-010.1676
51226COPZ2C04HumanOral cavityOSCC8.49e-064.59e-010.2633
51226COPZ2C21HumanOral cavityOSCC8.30e-095.12e-010.2678
51226COPZ2C30HumanOral cavityOSCC2.82e-522.16e+000.3055
51226COPZ2C38HumanOral cavityOSCC1.67e-071.23e+000.172
51226COPZ2C43HumanOral cavityOSCC2.14e-072.49e-010.1704
51226COPZ2C46HumanOral cavityOSCC2.39e-022.59e-010.1673
51226COPZ2C51HumanOral cavityOSCC2.97e-201.10e+000.2674
Page: 1 2 3 4 

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
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
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.

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:00481938CervixCCGolgi vesicle transport58/2311296/187232.24e-042.54e-0358
GO:00068907CervixCCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum15/231152/187231.15e-039.39e-0315
GO:004819318EsophagusESCCGolgi vesicle transport231/8552296/187231.82e-309.63e-28231
GO:000689017EsophagusESCCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum46/855252/187231.23e-103.66e-0946
GO:00068914EsophagusESCCintra-Golgi vesicle-mediated transport26/855233/187231.06e-047.43e-0426
GO:004819315Oral cavityOSCCGolgi vesicle transport209/7305296/187231.39e-286.30e-26209
GO:000689010Oral cavityOSCCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum40/730552/187232.86e-085.50e-0740
GO:00068913Oral cavityOSCCintra-Golgi vesicle-mediated transport23/730533/187233.47e-042.12e-0323
GO:0048193110SkincSCCGolgi vesicle transport153/4864296/187231.85e-213.41e-19153
GO:000689018SkincSCCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum27/486452/187235.68e-055.67e-0427
GO:000689112SkincSCCintra-Golgi vesicle-mediated transport18/486433/187234.45e-043.42e-0318
GO:004819320ThyroidPTCGolgi vesicle transport186/5968296/187233.09e-281.22e-25186
GO:000689019ThyroidPTCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum37/596852/187236.98e-091.75e-0737
GO:00068916ThyroidPTCintra-Golgi vesicle-mediated transport20/596833/187236.26e-043.96e-0320
GO:0048193111ThyroidATCGolgi vesicle transport189/6293296/187239.58e-275.05e-24189
GO:0006890110ThyroidATCretrograde vesicle-mediated transport, Golgi to endoplasmic reticulum37/629352/187233.45e-086.43e-0737
GO:000689113ThyroidATCintra-Golgi vesicle-mediated transport20/629333/187231.33e-036.96e-0320
Page: 1 

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
COPZ2SNVMissense_Mutationnovelc.265N>Cp.Glu89Glnp.E89QQ9P299protein_codingdeleterious(0.05)benign(0.266)TCGA-AC-A23H-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownPD
COPZ2SNVMissense_Mutationnovelc.185N>Gp.Lys62Argp.K62RQ9P299protein_codingdeleterious(0.04)benign(0.409)TCGA-EA-A410-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
COPZ2SNVMissense_Mutationnovelc.589N>Ap.Leu197Ilep.L197IQ9P299protein_codingtolerated(0.1)benign(0.061)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
COPZ2SNVMissense_Mutationnovelc.289N>Ap.Gly97Serp.G97SQ9P299protein_codingtolerated(0.06)possibly_damaging(0.788)TCGA-AG-3592-01Colorectumrectum adenocarcinomaMale>=65I/IIUnknownUnknownSD
COPZ2SNVMissense_Mutationnovelc.627N>Tp.Leu209Phep.L209FQ9P299protein_codingdeleterious(0.03)benign(0.228)TCGA-F5-6814-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
COPZ2SNVMissense_Mutationrs759539918c.332N>Gp.Tyr111Cysp.Y111CQ9P299protein_codingdeleterious(0.02)possibly_damaging(0.841)TCGA-A5-A1OF-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COPZ2SNVMissense_Mutationnovelc.328C>Ap.Leu110Ilep.L110IQ9P299protein_codingdeleterious(0.01)benign(0.403)TCGA-B5-A1MX-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIHormone TherapymegaceSD
COPZ2SNVMissense_Mutationnovelc.614N>Cp.Lys205Thrp.K205TQ9P299protein_codingtolerated(0.1)possibly_damaging(0.77)TCGA-DF-A2KV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
COPZ2SNVMissense_Mutationnovelc.521N>Gp.Gln174Argp.Q174RQ9P299protein_codingtolerated(0.16)benign(0.007)TCGA-FI-A2D4-01Endometriumuterine corpus endometrioid carcinomaFemale<65III/IVChemotherapycarboplatinumPD
COPZ2SNVMissense_Mutationnovelc.263C>Ap.Thr88Asnp.T88NQ9P299protein_codingdeleterious(0.02)benign(0.282)TCGA-05-4410-01Lunglung adenocarcinomaMale<65I/IIUnknownUnknownSD
Page: 1 2 

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