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: SLC2A5

Gene summary for SLC2A5

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC2A5

Gene ID

6518

Gene namesolute carrier family 2 member 5
Gene AliasGLUT-5
Cytomap1p36.23
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

A0A140VJK5


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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
6518SLC2A5Pat01-BHumanStomachGC7.33e-133.63e-010.5754
6518SLC2A5Pat03-BHumanStomachGC8.21e-082.58e-010.3693
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
GCThe 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.CAG: Chronic atrophic gastritis
CAG with IM: Chronic atrophic gastritis with intestinal metaplasia
CSG: Chronic superficial gastritis
GC: Gastric cancer
SIM: Severe intestinal metaplasia
WIM: Wild intestinal metaplasia
∗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:0007586StomachGCdigestion38/1159137/187231.80e-151.22e-1238
GO:00226006StomachGCdigestive system process30/1159104/187235.40e-132.10e-1030
GO:00508925StomachGCintestinal absorption18/115941/187238.10e-122.20e-0918
GO:00097436StomachGCresponse to carbohydrate40/1159253/187234.13e-082.85e-0640
GO:00342846StomachGCresponse to monosaccharide37/1159225/187234.67e-083.17e-0637
GO:00097466StomachGCresponse to hexose36/1159219/187237.14e-084.62e-0636
GO:00713315StomachGCcellular response to hexose stimulus25/1159153/187237.68e-062.77e-0425
GO:00713265StomachGCcellular response to monosaccharide stimulus25/1159154/187238.64e-062.97e-0425
GO:00713225StomachGCcellular response to carbohydrate stimulus25/1159163/187232.36e-056.90e-0425
GO:0003044StomachGCregulation of systemic arterial blood pressure mediated by a chemical signal11/115947/187231.08e-042.09e-0311
GO:0009750StomachGCresponse to fructose5/115910/187231.75e-043.05e-035
GO:0003073StomachGCregulation of systemic arterial blood pressure14/115996/187232.29e-032.21e-0214
GO:0008217StomachGCregulation of blood pressure22/1159186/187232.66e-032.46e-0222
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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
SLC2A5SNVMissense_Mutationnovelc.24G>Ap.Met8Ilep.M8IP22732protein_codingtolerated(0.11)benign(0)TCGA-VS-A9V3-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SLC2A5SNVMissense_Mutationc.511N>Gp.Thr171Alap.T171AP22732protein_codingdeleterious(0.03)possibly_damaging(0.592)TCGA-AA-3663-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC2A5SNVMissense_Mutationrs368743770c.338C>Tp.Ala113Valp.A113VP22732protein_codingdeleterious(0.01)probably_damaging(0.993)TCGA-AA-A00N-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC2A5SNVMissense_Mutationc.156N>Tp.Glu52Aspp.E52DP22732protein_codingtolerated(0.17)benign(0.01)TCGA-AA-A010-01Colorectumcolon adenocarcinomaFemale<65I/IIChemotherapyfolinicCR
SLC2A5SNVMissense_Mutationnovelc.1045T>Cp.Phe349Leup.F349LP22732protein_codingdeleterious(0)benign(0.359)TCGA-AZ-4315-01Colorectumcolon adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC2A5SNVMissense_Mutationrs761342863c.203N>Tp.Thr68Metp.T68MP22732protein_codingdeleterious(0.02)probably_damaging(0.981)TCGA-D5-6928-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC2A5SNVMissense_Mutationc.982N>Gp.Met328Valp.M328VP22732protein_codingtolerated(0.26)benign(0.315)TCGA-NH-A5IV-01Colorectumcolon adenocarcinomaFemale>=65I/IIUnknownUnknownSD
SLC2A5SNVMissense_Mutationnovelc.1431G>Tp.Lys477Asnp.K477NP22732protein_codingdeleterious(0.02)benign(0.287)TCGA-AG-A002-01Colorectumrectum adenocarcinomaMale<65I/IIUnknownUnknownSD
SLC2A5SNVMissense_Mutationnovelc.596N>Tp.Thr199Ilep.T199IP22732protein_codingtolerated(0.72)possibly_damaging(0.796)TCGA-A5-A0G1-01Endometriumuterine corpus endometrioid carcinomaFemale>=65I/IIUnknownUnknownSD
SLC2A5SNVMissense_Mutationrs138910454c.548N>Ap.Arg183Glnp.R183QP22732protein_codingtolerated(0.75)benign(0.121)TCGA-A5-A2K7-01Endometriumuterine corpus endometrioid carcinomaFemale<65I/IIChemotherapytaxolSD
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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
6518SLC2A5TRANSPORTER, DRUGGABLE GENOMESTREPTOZOTOCINSTREPTOZOCIN9756334
6518SLC2A5TRANSPORTER, DRUGGABLE GENOMEGLUFOSFAMIDEGLUFOSFAMIDE
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