APOE and Cognitive impairment: Another research that used the Women's Health Initiative Memory Study (WHIMS) data found that exposure to a high level of PM2.5 preceded onset of cognitive impairment in older women, and this relationship varied by APOE genotype, with the largest adverse effect seen in e4/e4 carriers (Cacciottolo et al., 2017).