Proteomic age clocks applied to two European cohorts linked faster biological aging with smoking, alcohol use, physical inactivity, all-cause mortality, cardiovascular disease, dementia, and several cancers. The Global proteomic clock predicted mortality as well as established lifestyle risk factors, while organ-specific clocks showed stronger links with related cancers of the kidney, lung, and stomach.