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: SLC2A2

Gene summary for SLC2A2

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC2A2

Gene ID

6514

Gene namesolute carrier family 2 member 2
Gene AliasGLUT2
Cytomap3q26.2
Gene Typeprotein-coding
GO ID

GO:0005975

UniProtAcc

P11168


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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
6514SLC2A2NAFLD1HumanLiverNAFLD1.37e-089.18e-01-0.04
6514SLC2A2S43HumanLiverCirrhotic2.77e-131.93e-02-0.0187
6514SLC2A2S44HumanLiverHCC8.45e-046.21e-01-0.0083
6514SLC2A2HCC1_MengHumanLiverHCC4.22e-23-3.62e-010.0246
6514SLC2A2HCC2_MengHumanLiverHCC3.52e-14-4.35e-010.0107
6514SLC2A2cirrhotic1HumanLiverCirrhotic7.40e-076.11e-020.0202
6514SLC2A2cirrhotic2HumanLiverCirrhotic1.80e-063.48e-020.0201
6514SLC2A2cirrhotic3HumanLiverCirrhotic7.71e-03-2.69e-010.0215
6514SLC2A2HCC1HumanLiverHCC5.04e-447.60e+000.5336
6514SLC2A2HCC2HumanLiverHCC4.56e-294.94e+000.5341
6514SLC2A2Pt13.aHumanLiverHCC4.64e-03-2.59e-010.021
6514SLC2A2Pt13.bHumanLiverHCC1.48e-06-2.91e-010.0251
6514SLC2A2S015HumanLiverHCC2.36e-056.10e-020.2375
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
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.

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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:0015749LiverNAFLDmonosaccharide transmembrane transport21/1882116/187235.54e-034.23e-0221
GO:1904659LiverNAFLDglucose transmembrane transport20/1882110/187236.36e-034.69e-0220
GO:0034219LiverNAFLDcarbohydrate transmembrane transport21/1882118/187236.77e-034.79e-0221
GO:0008643LiverHCCcarbohydrate transport80/7958152/187237.34e-032.92e-0280
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check button Enriched KEGG pathways.
Pathway IDTissueDisease StageDescriptionGene RatioBg Ratiopvaluep.adjustqvalueCount
hsa049316LiverNAFLDInsulin resistance29/1043108/84653.01e-057.59e-046.11e-0429
hsa0493111LiverNAFLDInsulin resistance29/1043108/84653.01e-057.59e-046.11e-0429
hsa052308LiverCirrhoticCentral carbon metabolism in cancer30/253070/84651.41e-024.35e-022.68e-0230
hsa0492221LiverCirrhoticGlucagon signaling pathway43/2530107/84651.42e-024.35e-022.68e-0243
hsa0523011LiverCirrhoticCentral carbon metabolism in cancer30/253070/84651.41e-024.35e-022.68e-0230
hsa0492231LiverCirrhoticGlucagon signaling pathway43/2530107/84651.42e-024.35e-022.68e-0243
hsa0493121LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
hsa0492241LiverHCCGlucagon signaling pathway64/4020107/84656.70e-031.87e-021.04e-0264
hsa04917LiverHCCProlactin signaling pathway43/402070/84651.30e-023.19e-021.78e-0243
hsa0523021LiverHCCCentral carbon metabolism in cancer43/402070/84651.30e-023.19e-021.78e-0243
hsa0493131LiverHCCInsulin resistance77/4020108/84653.89e-074.46e-062.48e-0677
hsa0492251LiverHCCGlucagon signaling pathway64/4020107/84656.70e-031.87e-021.04e-0264
hsa049171LiverHCCProlactin signaling pathway43/402070/84651.30e-023.19e-021.78e-0243
hsa0523031LiverHCCCentral carbon metabolism in cancer43/402070/84651.30e-023.19e-021.78e-0243
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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
SLC2A2deletionFrame_Shift_Delrs766082034c.24delNp.Thr9ProfsTer22p.T9Pfs*22P11168protein_codingTCGA-A2-A25B-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapytaxoterePD
SLC2A2SNVMissense_Mutationc.1203N>Cp.Met401Ilep.M401IP11168protein_codingtolerated(1)benign(0.012)TCGA-JW-A5VL-01Cervixcervical & endocervical cancerFemale<65I/IIUnknownUnknownSD
SLC2A2SNVMissense_Mutationc.255G>Cp.Glu85Aspp.E85DP11168protein_codingtolerated(0.25)benign(0.003)TCGA-VS-A8EJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinPD
SLC2A2SNVMissense_Mutationnovelc.1545N>Ap.Met515Ilep.M515IP11168protein_codingdeleterious(0.03)benign(0.065)TCGA-VS-A9U7-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC2A2SNVMissense_Mutationnovelc.482N>Tp.Ser161Leup.S161LP11168protein_codingdeleterious(0.04)benign(0.017)TCGA-XS-A8TJ-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinSD
SLC2A2SNVMissense_Mutationc.400N>Ap.Leu134Metp.L134MP11168protein_codingdeleterious(0)possibly_damaging(0.794)TCGA-AA-3510-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC2A2SNVMissense_Mutationc.1334N>Tp.Thr445Ilep.T445IP11168protein_codingdeleterious(0.03)benign(0.062)TCGA-AA-3977-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownSD
SLC2A2SNVMissense_Mutationnovelc.327N>Tp.Met109Ilep.M109IP11168protein_codingtolerated(0.1)benign(0.31)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
SLC2A2SNVMissense_Mutationnovelc.652N>Gp.Trp218Glyp.W218GP11168protein_codingdeleterious(0)probably_damaging(1)TCGA-AZ-6601-01Colorectumcolon adenocarcinomaMale>=65I/IIUnknownUnknownPD
SLC2A2SNVMissense_Mutationnovelc.398N>Gp.Ile133Serp.I133SP11168protein_codingtolerated(0.26)benign(0.057)TCGA-CA-6717-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapyoxaliplatinCR
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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
6514SLC2A2TRANSPORTER, DRUGGABLE GENOME178101360
6514SLC2A2TRANSPORTER, DRUGGABLE GENOMEGLUFOSFAMIDEGLUFOSFAMIDE
6514SLC2A2TRANSPORTER, DRUGGABLE GENOMEmetforminMETFORMIN
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