Deep Learning, Multi-modal construction, AI Agentic Systems, Graphic Neural Network, Omics phenotype, Knowledge Graph, AI, Artificial Intelligence, Text mining, Mitochondrial Biology, Data Science, Protein Dynamics, PTM, and Turnover, Large Language Model, Oxidative Stress, Cardiovascular Biology and Medicine, Explainable AI, Machine Learning, Retrieval Augmented Generation