LIBRA2 serves as a valuable tool for assessing lifestyle-related dementia risk and its subtypes but showed no association with stroke, highlighting the potential for a stroke-specific risk reduction model. These associations were independent of genetic disease susceptibility, reinforcing the universal benefits of lifestyle modifications on dementia risk reduction. The stronger association between LIBRA2 (and some individual components) and vascular or mixed dementia, compared with AD dementia, highlights the pivotal role of vascular mechanisms in the relationship between lifestyle and brain health.