AIMC Topic: Glucose Transporter Type 1

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Machine learning and multi-omics characterization of SLC2A1 as a prognostic factor in hepatocellular carcinoma: SLC2A1 is a prognostic factor in HCC.

Gene Dec 15, 2024
Hepatocellular carcinoma (HCC) is characterized by high incidence, significant mortality, and marked heterogeneity, making accurate molecular subtyping essential for effective treatment. Using multi-omics data from HCC patients, we applied diverse cl...
Humans Machine Learning Prognosis Female Biomarkers, Tumor Male Cell Line, Tumor Liver Neoplasms Carcinoma, Hepatocellular Multiomics Gene Expression Regulation, Neoplastic Glucose Transporter Type 1
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Deep Transfer Learning-Based Approach for Glucose Transporter-1 (GLUT1) Expression Assessment.

Journal of digital imaging Sep 5, 2023
Glucose transporter-1 (GLUT-1) expression level is a biomarker of tumour hypoxia condition in immunohistochemistry (IHC)-stained images. Thus, the GLUT-1 scoring is a routine procedure currently employed for predicting tumour hypoxia markers in clini...
Humans Neural Networks, Computer Deep Learning Support Vector Machine Tumor Hypoxia Glucose Transporter Type 1
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Identification of Glucose Transport Modulators In Vitro and Method for Their Deep Learning Neural Network Behavioral Evaluation in Glucose Transporter 1-Deficient Mice.

The Journal of pharmacology and experimental therapeutics Jan 12, 2023
Metabolic flux augmentation via glucose transport activation may be desirable in glucose transporter 1 (Glut1) deficiency syndrome (G1D) and dementia, whereas suppression might prove useful in cancer. Using lung adenocarcinoma cells that predominantl...
Humans Animals Deep Learning Mice Glucose Carbohydrate Metabolism, Inborn Errors Glucose Transporter Type 1 Monosaccharide Transport Proteins
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