This 2022 study by Nie et al. utilized multi-omics data from 4,066 individuals to estimate the biological age (BA) of various organs and systems, revealing that different organs age at distinct rates. The researchers integrated data from clinical tests, immune profiling, metabolomics, gut microbiome analyses, physical fitness assessments, and facial