APOE and dementia: Nevertheless, particular caution is warranted when interpreting sex‐specific genetic associations, given the differential sex survival distributions and that the APOE gene may have pleiotropic effects (potentially influencing both the risk of dementia and mortality/longevity), as well as the high level of missingness for APOE genotypes, which can introduce spurious associations, even if there are no true sex differences present.52