The general interest of the Dong Laboratory is discovering causal mechanisms of human aging. Currently, we focus on testing the mutation theory of aging: if accumulation of DNA mutations in normal somatic cells is a causal mechanism to age-related functional decline. We approach this by developing and applying state-of-the-art single-cell multi-omics technologies and machine learning algorithms.