APOE and Alzheimer disease: In particular, although E2, ALLO, GABAergic and 5-HT systems, and the APOE gene have all been implicated in the regulation of cognition, emotion, and neuroinflammation in both PMDD and AD, integrative analyses of their shared mechanistic roles across the two disorders remain scarce (1, 3, 4).