Integrated metabolomics and machine learning identify potential biomarkers and metabolism-related targets for MASLD in older adults

Key Points

• The research aims to identify metabolic features and biomarkers related to MASLD in older adults.
• Utilized integrated metabolomics to analyze metabolic data.
• Applied machine learning techniques to identify potential biomarkers.
• Focused on older adult population with MASLD.
• Identified promising biomarkers for diagnosing MASLD.
• Revealed insights into molecular mechanisms associated with aging and MASLD.
• Highlighted potential metabolic targets for future interventions.