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: GET4

Gene summary for GET4

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GET4

Gene ID

51608

Gene nameguided entry of tail-anchored proteins factor 4
Gene AliasC7orf20
Cytomap7p22.3
Gene Typeprotein-coding
GO ID

GO:0006508

UniProtAcc

Q7L5D6


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
51608GET4LZE2THumanEsophagusESCC4.73e-036.08e-010.082
51608GET4LZE4THumanEsophagusESCC2.18e-062.13e-010.0811
51608GET4LZE20THumanEsophagusESCC5.57e-102.92e-010.0662
51608GET4LZE21D1HumanEsophagusHGIN5.38e-032.63e-010.0632
51608GET4LZE22D1HumanEsophagusHGIN3.26e-021.43e-010.0595
51608GET4LZE22THumanEsophagusESCC8.47e-116.95e-010.068
51608GET4LZE24THumanEsophagusESCC7.06e-214.62e-010.0596
51608GET4LZE22D3HumanEsophagusHGIN1.73e-025.15e-010.0653
51608GET4LZE21THumanEsophagusESCC1.57e-074.29e-010.0655
51608GET4P1T-EHumanEsophagusESCC2.01e-248.26e-010.0875
51608GET4P2T-EHumanEsophagusESCC1.49e-397.41e-010.1177
51608GET4P4T-EHumanEsophagusESCC1.99e-479.81e-010.1323
51608GET4P5T-EHumanEsophagusESCC1.92e-376.83e-010.1327
51608GET4P8T-EHumanEsophagusESCC2.28e-356.41e-010.0889
51608GET4P9T-EHumanEsophagusESCC8.50e-306.27e-010.1131
51608GET4P10T-EHumanEsophagusESCC1.80e-477.59e-010.116
51608GET4P11T-EHumanEsophagusESCC1.20e-271.01e+000.1426
51608GET4P12T-EHumanEsophagusESCC6.31e-579.11e-010.1122
51608GET4P15T-EHumanEsophagusESCC1.30e-468.30e-010.1149
51608GET4P16T-EHumanEsophagusESCC2.41e-295.61e-010.1153
Page: 1 2 3 4 

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
∗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:001049826EsophagusHGINproteasomal protein catabolic process139/2587490/187231.20e-173.41e-15139
GO:003164727EsophagusHGINregulation of protein stability96/2587298/187232.21e-165.76e-1496
GO:003497625EsophagusHGINresponse to endoplasmic reticulum stress81/2587256/187231.47e-132.32e-1181
GO:009015020EsophagusHGINestablishment of protein localization to membrane67/2587260/187231.96e-079.57e-0667
GO:00512057EsophagusHGINprotein insertion into membrane21/258757/187231.16e-053.29e-0421
GO:005123520EsophagusHGINmaintenance of location73/2587327/187231.73e-054.71e-0473
GO:004518523EsophagusHGINmaintenance of protein location28/258794/187234.52e-051.09e-0328
GO:00450483EsophagusHGINprotein insertion into ER membrane10/258722/187233.28e-045.46e-0310
GO:00365036EsophagusHGINERAD pathway27/2587107/187231.15e-031.39e-0227
GO:00512205EsophagusHGINcytoplasmic sequestering of protein9/258722/187231.64e-031.82e-029
GO:00070295EsophagusHGINendoplasmic reticulum organization22/258787/187233.07e-032.90e-0222
GO:00718163EsophagusHGINtail-anchored membrane protein insertion into ER membrane7/258717/187235.21e-034.30e-027
GO:0010498111EsophagusESCCproteasomal protein catabolic process369/8552490/187231.13e-411.80e-38369
GO:0031647111EsophagusESCCregulation of protein stability223/8552298/187235.76e-251.52e-22223
GO:0034976111EsophagusESCCresponse to endoplasmic reticulum stress192/8552256/187237.15e-221.30e-19192
GO:0090150110EsophagusESCCestablishment of protein localization to membrane182/8552260/187231.27e-158.19e-14182
GO:003650315EsophagusESCCERAD pathway82/8552107/187235.80e-111.84e-0982
GO:0045185111EsophagusESCCmaintenance of protein location71/855294/187233.41e-097.24e-0871
GO:0051235110EsophagusESCCmaintenance of location200/8552327/187231.01e-082.02e-07200
GO:000702914EsophagusESCCendoplasmic reticulum organization65/855287/187233.28e-086.08e-0765
Page: 1 2 

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
GET4SNVMissense_Mutationc.548C>Tp.Ser183Phep.S183FQ7L5D6protein_codingtolerated(0.08)possibly_damaging(0.559)TCGA-A2-A0YT-01Breastbreast invasive carcinomaFemale<65III/IVHormone TherapyarimidexSD
GET4SNVMissense_Mutationc.911G>Cp.Ser304Thrp.S304TQ7L5D6protein_codingtolerated(0.14)benign(0.299)TCGA-D8-A142-01Breastbreast invasive carcinomaFemale>=65I/IIChemotherapycyclophosphamidSD
GET4SNVMissense_Mutationc.542A>Gp.Glu181Glyp.E181GQ7L5D6protein_codingdeleterious(0)probably_damaging(1)TCGA-A6-5665-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownPD
GET4SNVMissense_Mutationrs759801442c.187N>Tp.Arg63Trpp.R63WQ7L5D6protein_codingdeleterious(0.04)probably_damaging(0.978)TCGA-AA-A022-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GET4SNVMissense_Mutationrs754748449c.685G>Ap.Gly229Argp.G229RQ7L5D6protein_codingdeleterious(0.01)possibly_damaging(0.876)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
GET4SNVMissense_Mutationc.254N>Cp.Leu85Serp.L85SQ7L5D6protein_codingdeleterious(0)probably_damaging(0.997)TCGA-CL-5917-01Colorectumrectum adenocarcinomaFemale>=65III/IVUnknownUnknownSD
GET4SNVMissense_Mutationnovelc.223N>Gp.Ser75Glyp.S75GQ7L5D6protein_codingdeleterious(0.04)possibly_damaging(0.747)TCGA-AP-A1DK-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GET4SNVMissense_Mutationnovelc.608N>Gp.Phe203Cysp.F203CQ7L5D6protein_codingtolerated(0.19)possibly_damaging(0.81)TCGA-AP-A1DV-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GET4SNVMissense_Mutationnovelc.493C>Ap.His165Asnp.H165NQ7L5D6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-BK-A6W3-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIUnknownUnknownSD
GET4SNVMissense_Mutationnovelc.776N>Ap.Cys259Tyrp.C259YQ7L5D6protein_codingdeleterious(0)probably_damaging(0.999)TCGA-DF-A2KU-01Endometriumuterine corpus endometrioid carcinomaFemaleUnknownI/IIUnknownUnknownSD
Page: 1 2 3 

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