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: SLC2A3

Gene summary for SLC2A3

check button Gene summary.

Gene informationSpeciesHuman
Gene symbol

SLC2A3

Gene ID

6515

Gene namesolute carrier family 2 member 3
Gene AliasGLUT3
Cytomap12p13.31
Gene Typeprotein-coding
GO ID

GO:0003008

UniProtAcc

P11169


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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
6515SLC2A3HSIL_HPV_2HumanCervixHSIL_HPV2.99e-04-3.28e-010.0208
6515SLC2A3CCI_3HumanCervixCC3.95e-03-5.05e-010.516
6515SLC2A3CCII_1HumanCervixCC4.81e-09-5.36e-010.3249
6515SLC2A3TumorHumanCervixCC1.49e-25-5.23e-010.1241
6515SLC2A3sample1HumanCervixCC6.88e-05-5.18e-010.0959
6515SLC2A3sample3HumanCervixCC2.05e-24-5.32e-010.1387
6515SLC2A3H2HumanCervixHSIL_HPV3.06e-17-4.99e-010.0632
6515SLC2A3L1HumanCervixCC1.47e-03-3.98e-010.0802
6515SLC2A3T1HumanCervixCC7.10e-13-5.16e-010.0918
6515SLC2A3T3HumanCervixCC1.73e-22-5.26e-010.1389
6515SLC2A3LZE21D1HumanEsophagusHGIN1.09e-181.84e-010.0632
6515SLC2A3LZE6THumanEsophagusESCC3.67e-061.01e+000.0845
6515SLC2A3P5T-EHumanEsophagusESCC1.51e-411.44e+000.1327
6515SLC2A3P10T-EHumanEsophagusESCC1.31e-351.35e+000.116
6515SLC2A3P12T-EHumanEsophagusESCC3.67e-087.16e-010.1122
6515SLC2A3P22T-EHumanEsophagusESCC5.62e-792.68e+000.1236
6515SLC2A3P26T-EHumanEsophagusESCC3.35e-311.90e+000.1276
6515SLC2A3P28T-EHumanEsophagusESCC7.58e-03-2.37e-010.1149
6515SLC2A3P31T-EHumanEsophagusESCC1.80e-03-1.43e-010.1251
6515SLC2A3P38T-EHumanEsophagusESCC1.15e-02-2.21e-010.127
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check button Transcriptomic changes along malignancy continuum.
TissueExpression DynamicsAbbreviation
CervixThe 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.CC: Cervix cancer
HSIL_HPV: HPV-infected high-grade squamous intraepithelial lesions
N_HPV: HPV-infected normal cervix
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
Oral CavityThe 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.EOLP: Erosive Oral lichen planus
LP: leukoplakia
NEOLP: Non-erosive oral lichen planus
OSCC: Oral squamous cell carcinoma
ProstateThe 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.BPH: Benign Prostatic Hyperplasia
SkinThe 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.AK: Actinic keratosis
cSCC: Cutaneous squamous cell carcinoma
SCCIS:squamous cell carcinoma in situ
ThyroidThe 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.ATC: Anaplastic thyroid cancer
HT: Hashimoto's thyroiditis
PTC: Papillary thyroid 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:00059969EsophagusESCCmonosaccharide metabolic process159/8552257/187231.11e-071.81e-06159
GO:00067671EsophagusESCCwater-soluble vitamin metabolic process41/855259/187231.84e-041.17e-0341
GO:00067661EsophagusESCCvitamin metabolic process67/8552106/187232.03e-041.28e-0367
GO:00059968Oral cavityOSCCmonosaccharide metabolic process129/7305257/187231.63e-041.13e-03129
GO:00059967ProstateTumormonosaccharide metabolic process62/3246257/187233.38e-031.75e-0262
GO:00030183ProstateTumorvascular process in circulatory system61/3246263/187238.88e-033.84e-0261
GO:000599610SkincSCCmonosaccharide metabolic process85/4864257/187236.43e-033.14e-0285
GO:00067672SkincSCCwater-soluble vitamin metabolic process24/486459/187239.59e-034.30e-0224
GO:000599614ThyroidPTCmonosaccharide metabolic process115/5968257/187239.36e-061.05e-04115
GO:000599615ThyroidATCmonosaccharide metabolic process118/6293257/187232.56e-052.20e-04118
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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
SLC2A3SNVMissense_Mutationnovelc.1457N>Cp.Ile486Thrp.I486TP11169protein_codingtolerated(0.1)benign(0.001)TCGA-AN-A046-01Breastbreast invasive carcinomaFemale>=65I/IIUnknownUnknownSD
SLC2A3SNVMissense_Mutationc.637C>Gp.Leu213Valp.L213VP11169protein_codingdeleterious(0)probably_damaging(0.941)TCGA-AR-A1AV-01Breastbreast invasive carcinomaMale>=65I/IIChemotherapycytoxanSD
SLC2A3SNVMissense_Mutationnovelc.1067N>Gp.Lys356Argp.K356RP11169protein_codingtolerated(0.41)benign(0.405)TCGA-B6-A0RE-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownSD
SLC2A3SNVMissense_Mutationc.956N>Tp.Thr319Ilep.T319IP11169protein_codingdeleterious(0)probably_damaging(1)TCGA-BH-A1FN-01Breastbreast invasive carcinomaFemale<65I/IIUnknownUnknownPD
SLC2A3deletionFrame_Shift_Delnovelc.758delNp.Lys253SerfsTer6p.K253Sfs*6P11169protein_codingTCGA-EW-A2FV-01Breastbreast invasive carcinomaFemale<65III/IVChemotherapydocetaxelSD
SLC2A3deletionFrame_Shift_Delnovelc.741_772delNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNNp.Met249AlafsTer3p.M249Afs*3P11169protein_codingTCGA-HN-A2NL-01Breastbreast invasive carcinomaFemale<65I/IIChemotherapycyclophosphamideSD
SLC2A3SNVMissense_Mutationrs200481428c.683N>Ap.Arg228Glnp.R228QP11169protein_codingtolerated(0.14)benign(0.081)TCGA-2W-A8YY-01Cervixcervical & endocervical cancerFemale<65I/IIChemotherapycisplatinCR
SLC2A3SNVMissense_Mutationc.164N>Gp.Ser55Cysp.S55CP11169protein_codingdeleterious(0)possibly_damaging(0.841)TCGA-DR-A0ZM-01Cervixcervical & endocervical cancerFemale<65III/IVUnspecificCisplatinSD
SLC2A3SNVMissense_Mutationc.122N>Gp.Phe41Cysp.F41CP11169protein_codingdeleterious(0.01)probably_damaging(0.986)TCGA-A6-6141-01Colorectumcolon adenocarcinomaMale<65I/IIChemotherapy5-fuSD
SLC2A3SNVMissense_Mutationc.730N>Tp.Asp244Tyrp.D244YP11169protein_codingdeleterious(0)probably_damaging(0.964)TCGA-AA-3984-01Colorectumcolon adenocarcinomaFemale<65I/IIUnknownUnknownSD
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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
6515SLC2A3DRUGGABLE GENOME, TRANSPORTERRESVERATROLRESVERATROL11277764
6515SLC2A3DRUGGABLE GENOME, TRANSPORTER178101360
6515SLC2A3DRUGGABLE GENOME, TRANSPORTERCYTOKINES15727913
6515SLC2A3DRUGGABLE GENOME, TRANSPORTERINSULININSULIN12814351
6515SLC2A3DRUGGABLE GENOME, TRANSPORTERGLUFOSFAMIDEGLUFOSFAMIDE
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