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: GFUS

Gene summary for GFUS

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

GFUS

Gene ID

7264

Gene nameGDP-L-fucose synthase
Gene AliasFX
Cytomap8q24.3
Gene Typeprotein-coding
GO ID

GO:0001667

UniProtAcc

Q13630


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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
7264GFUSHTA11_3410_2000001011HumanColorectumAD7.98e-039.73e-020.0155
7264GFUSHTA11_2487_2000001011HumanColorectumSER5.63e-226.47e-01-0.1808
7264GFUSHTA11_1938_2000001011HumanColorectumAD6.92e-174.70e-01-0.0811
7264GFUSHTA11_78_2000001011HumanColorectumAD7.85e-133.59e-01-0.1088
7264GFUSHTA11_347_2000001011HumanColorectumAD2.51e-092.05e-01-0.1954
7264GFUSHTA11_411_2000001011HumanColorectumSER6.89e-147.74e-01-0.2602
7264GFUSHTA11_2112_2000001011HumanColorectumSER2.75e-127.06e-01-0.2196
7264GFUSHTA11_3361_2000001011HumanColorectumAD4.26e-134.47e-01-0.1207
7264GFUSHTA11_83_2000001011HumanColorectumSER1.79e-042.04e-01-0.1526
7264GFUSHTA11_696_2000001011HumanColorectumAD3.49e-326.21e-01-0.1464
7264GFUSHTA11_866_2000001011HumanColorectumAD4.46e-072.13e-01-0.1001
7264GFUSHTA11_1391_2000001011HumanColorectumAD2.00e-277.20e-01-0.059
7264GFUSHTA11_2992_2000001011HumanColorectumSER1.29e-032.14e-01-0.1706
7264GFUSHTA11_5216_2000001011HumanColorectumSER3.40e-023.36e-01-0.1462
7264GFUSHTA11_546_2000001011HumanColorectumAD4.83e-083.33e-01-0.0842
7264GFUSHTA11_866_3004761011HumanColorectumAD1.36e-071.83e-010.096
7264GFUSHTA11_4255_2000001011HumanColorectumSER3.22e-053.36e-010.0446
7264GFUSHTA11_8622_2000001021HumanColorectumSER3.19e-022.26e-010.0528
7264GFUSHTA11_7663_2000001011HumanColorectumSER6.81e-042.31e-010.0131
7264GFUSHTA11_10623_2000001011HumanColorectumAD8.98e-031.87e-01-0.0177
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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
∗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:0006091ColorectumADgeneration of precursor metabolites and energy209/3918490/187233.17e-286.61e-25209
GO:0022900ColorectumADelectron transport chain89/3918175/187231.42e-188.91e-1689
GO:0010811ColorectumADpositive regulation of cell-substrate adhesion53/3918123/187232.30e-081.27e-0653
GO:0010810ColorectumADregulation of cell-substrate adhesion81/3918221/187234.80e-082.55e-0681
GO:0031589ColorectumADcell-substrate adhesion116/3918363/187234.68e-071.76e-05116
GO:0001952ColorectumADregulation of cell-matrix adhesion50/3918128/187232.05e-066.05e-0550
GO:0001954ColorectumADpositive regulation of cell-matrix adhesion27/391858/187231.12e-052.55e-0427
GO:0001667ColorectumADameboidal-type cell migration137/3918475/187232.17e-054.33e-04137
GO:0007160ColorectumADcell-matrix adhesion75/3918233/187233.56e-056.45e-0475
GO:0090132ColorectumADepithelium migration105/3918360/187231.18e-041.73e-03105
GO:0010632ColorectumADregulation of epithelial cell migration88/3918292/187231.19e-041.75e-0388
GO:0010631ColorectumADepithelial cell migration104/3918357/187231.33e-041.90e-03104
GO:0090130ColorectumADtissue migration105/3918365/187232.10e-042.77e-03105
GO:0045785ColorectumADpositive regulation of cell adhesion122/3918437/187232.65e-043.28e-03122
GO:0010634ColorectumADpositive regulation of epithelial cell migration56/3918176/187234.51e-045.03e-0356
GO:0009225ColorectumADnucleotide-sugar metabolic process16/391836/187231.27e-031.12e-0216
GO:0043542ColorectumADendothelial cell migration78/3918279/187232.97e-032.22e-0278
GO:0010595ColorectumADpositive regulation of endothelial cell migration40/3918133/187238.01e-034.73e-0240
GO:00060911ColorectumSERgeneration of precursor metabolites and energy168/2897490/187231.39e-251.70e-22168
GO:00229001ColorectumSERelectron transport chain77/2897175/187231.77e-191.36e-1677
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa00051ColorectumADFructose and mannose metabolism17/209234/84651.25e-038.02e-035.12e-0317
hsa000511ColorectumADFructose and mannose metabolism17/209234/84651.25e-038.02e-035.12e-0317
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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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