Researchers have identified mitochondria-related biomarkers for acute respiratory distress syndrome, with studies exploring the role of mitochondrial dysfunction and immunometabolic reprogramming in the condition. The investigations involve various approaches, including integrated multi-omics, machine learning, and bioinformatics analysis. The findings may contribute to the development of diagnostic and therapeutic innovations for acute respiratory distress syndrome and related conditions.