Research on Alzheimer's disease (AD) pathophysiology has increasingly focused on the interplay between genetic factors and modifiable risk factors. A study by Zhukovsky highlights that approximately 40% of dementia cases could be prevented or delayed through lifestyle and environmental modifications, suggesting that genetic predispositions may influence how these factors affect brain health (ref: Zhukovsky doi.org/10.1038/s41467-024-49430-7/). Additionally, Saurat's work using a whole-genome CRISPR screen identified the neddylation pathway as a critical regulator of neuronal aging and AD neurodegeneration, revealing that inhibiting neddylation exacerbated Tau aggregation in neurons (ref: Saurat doi.org/10.1016/j.stem.2024.06.001/). The role of biomarkers in understanding AD progression is further emphasized by Karger, who found that elevated levels of neurofilament light chain (NfL) and phosphorylated Tau (pTau-181) were associated with cognitive impairment in individuals with type 1 diabetes (ref: Karger doi.org/10.2337/dc24-0229/). Peretti's study also established a correlation between glial fibrillary acid protein (GFAP) levels and AD pathology, indicating that GFAP may serve as a mediator between amyloid and tau pathology and cognitive decline (ref: Peretti doi.org/10.1093/brain/). Collectively, these studies underscore the multifaceted nature of AD, where genetic, biomarker, and lifestyle factors converge to influence disease progression and cognitive outcomes.