APOE and Cognitive impairment: This meta-analysis confirms that WMHs, lacunes, CMBs, and the APOE ε4 allele are significantly associated with both early (MCI and GCI) and late (ACD, VaD, and AD) stages of cognitive impairment, reinforcing the concept of a vascular–neurodegenerative continuum.