Microglial activation plays a pivotal role in the neuroinflammatory processes associated with Alzheimer's disease (AD). Recent studies have highlighted the significance of BIN1, a protein that regulates microglial activation. Sudwarts et al. demonstrated that silencing BIN1 in primary microglial cultures led to increased proinflammatory responses, indicating its crucial role in modulating microglial behavior (ref: Sudwarts doi.org/10.1186/s13024-022-00535-x/). Additionally, Zhao et al. explored the metabolic pathways of microglia, revealing that activated microglia switch from oxidative phosphorylation to glycolysis, a change that may influence their inflammatory responses in AD (ref: Zhao doi.org/10.1186/s13024-022-00541-z/). Furthermore, Kenkhuis et al. reported that iron accumulation in microglia induces oxidative stress and alters inflammatory polarization, suggesting a complex interplay between iron metabolism and neuroinflammation in AD (ref: Kenkhuis doi.org/10.1016/j.stemcr.2022.04.006/). These findings underscore the multifaceted nature of microglial activation and its implications for AD pathology. The role of peripheral immune cells in AD has also been investigated, with Yan et al. revealing that monocyte-derived cells contribute to the microglial population surrounding amyloid plaques, although their effectiveness in plaque clearance remains limited (ref: Yan doi.org/10.1172/JCI152565/). This highlights the potential for targeting both resident and peripheral immune cells in therapeutic strategies. Moreover, the TREM2 R47H variant, associated with increased AD risk, has been shown to affect microglial function and may link neuroinflammation to musculoskeletal alterations, as reported by Essex et al. (ref: Essex doi.org/10.1002/jbmr.4572/). Overall, these studies illustrate the critical involvement of microglial activation and neuroinflammation in the progression of Alzheimer's disease, suggesting that therapeutic interventions aimed at modulating these processes could be beneficial.