AIMC Topic: Superoxide Dismutase-1

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Identification of an immune-related gene panel for the diagnosis of pulmonary arterial hypertension using bioinformatics and machine learning.

International immunopharmacology Nov 30, 2024
OBJECTIVE: This study aimed to screen an immune-related gene (IRG) panel and develop a novel approach for diagnosing pulmonary arterial hypertension (PAH) utilizing bioinformatics and machine learning (ML).
Humans Machine Learning Biomarkers Animals Male Lung Gene Expression Profiling Mice Computational Biology Disease Models, Animal Mice, Inbred C57BL Pulmonary Artery Pulmonary Arterial Hypertension Superoxide Dismutase-1
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Integration of multi-omics data and machine learning to identify antioxidant biomarkers in type 1 diabetes.

Free radical biology & medicine Aug 16, 2025
The identification of biomarkers for early diagnosis and monitoring the progression of Type 1 Diabetes (T1DM) is essential for improving disease management. This study integrates multi-omics data with machine learning to identify antioxidant stress p...
Humans Machine Learning Biomarkers Animals Male Hydrogen Peroxide Oxidative Stress Mice Multiomics Antioxidants Diabetes Mellitus, Type 1 Proteomics Diabetes Mellitus, Experimental Glutathione Peroxidase Insulin-Secreting Cells Streptozocin Superoxide Dismutase-1 Peroxiredoxin VI
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