Research links cellular metabolism and innate immunity with aging, exercise, and nutrition. Focus on mitochondrial control of monocyte/macrophage inflammation, metabolomics, and microbiome-derived signals to mitigate inflammaging and enhance responses to therapies, including immunotherapy.