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: GET3

Gene summary for GET3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GET3

Gene ID

439

Gene nameguided entry of tail-anchored proteins factor 3, ATPase
Gene AliasARSA-I
Cytomap19p13.13
Gene Typeprotein-coding
GO ID

GO:0006605

UniProtAcc

O43681


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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
439GET3HTA11_3410_2000001011HumanColorectumAD5.30e-051.39e-010.0155
439GET3HTA11_2487_2000001011HumanColorectumSER2.31e-214.84e-01-0.1808
439GET3HTA11_2951_2000001011HumanColorectumAD3.34e-042.80e-010.0216
439GET3HTA11_1938_2000001011HumanColorectumAD1.83e-133.71e-01-0.0811
439GET3HTA11_78_2000001011HumanColorectumAD2.42e-132.98e-01-0.1088
439GET3HTA11_347_2000001011HumanColorectumAD3.41e-193.80e-01-0.1954
439GET3HTA11_411_2000001011HumanColorectumSER1.35e-127.46e-01-0.2602
439GET3HTA11_2112_2000001011HumanColorectumSER1.29e-053.37e-01-0.2196
439GET3HTA11_3361_2000001011HumanColorectumAD3.26e-092.78e-01-0.1207
439GET3HTA11_83_2000001011HumanColorectumSER1.79e-042.45e-01-0.1526
439GET3HTA11_696_2000001011HumanColorectumAD6.20e-203.40e-01-0.1464
439GET3HTA11_866_2000001011HumanColorectumAD4.46e-071.77e-01-0.1001
439GET3HTA11_1391_2000001011HumanColorectumAD4.56e-174.20e-01-0.059
439GET3HTA11_2992_2000001011HumanColorectumSER1.94e-063.56e-01-0.1706
439GET3HTA11_5212_2000001011HumanColorectumAD5.12e-052.80e-01-0.2061
439GET3HTA11_5216_2000001011HumanColorectumSER2.17e-094.66e-01-0.1462
439GET3HTA11_546_2000001011HumanColorectumAD4.17e-021.84e-01-0.0842
439GET3HTA11_7862_2000001011HumanColorectumAD1.96e-032.16e-01-0.0179
439GET3HTA11_866_3004761011HumanColorectumAD9.05e-122.93e-010.096
439GET3HTA11_9408_2000001011HumanColorectumAD7.79e-042.70e-010.0451
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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
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
∗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
GO:0072594ColorectumADestablishment of protein localization to organelle148/3918422/187237.95e-121.04e-09148
GO:0090150ColorectumADestablishment of protein localization to membrane100/3918260/187236.01e-116.33e-09100
GO:0006605ColorectumADprotein targeting105/3918314/187231.39e-076.44e-06105
GO:0051205ColorectumADprotein insertion into membrane23/391857/187236.62e-046.80e-0323
GO:0007029ColorectumADendoplasmic reticulum organization31/391887/187231.08e-031.00e-0231
GO:0070972ColorectumADprotein localization to endoplasmic reticulum26/391874/187233.28e-032.40e-0226
GO:0006620ColorectumADposttranslational protein targeting to endoplasmic reticulum membrane7/391812/187235.09e-033.38e-027
GO:0015698ColorectumADinorganic anion transport52/3918180/187236.83e-034.22e-0252
GO:00725941ColorectumSERestablishment of protein localization to organelle111/2897422/187234.98e-094.49e-07111
GO:00901501ColorectumSERestablishment of protein localization to membrane68/2897260/187235.55e-062.01e-0468
GO:00066051ColorectumSERprotein targeting76/2897314/187233.19e-058.47e-0476
GO:00512051ColorectumSERprotein insertion into membrane19/289757/187236.32e-048.58e-0319
GO:00066201ColorectumSERposttranslational protein targeting to endoplasmic reticulum membrane6/289712/187235.42e-034.03e-026
GO:00070291ColorectumSERendoplasmic reticulum organization23/289787/187235.77e-034.23e-0223
GO:007259420EsophagusHGINestablishment of protein localization to organelle120/2587422/187231.73e-154.00e-13120
GO:000660525EsophagusHGINprotein targeting78/2587314/187231.08e-075.47e-0678
GO:009015020EsophagusHGINestablishment of protein localization to membrane67/2587260/187231.96e-079.57e-0667
GO:007097210EsophagusHGINprotein localization to endoplasmic reticulum26/258774/187233.09e-061.05e-0426
GO:00512057EsophagusHGINprotein insertion into membrane21/258757/187231.16e-053.29e-0421
GO:00725999EsophagusHGINestablishment of protein localization to endoplasmic reticulum16/258746/187232.73e-044.71e-0316
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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
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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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