Recent studies have significantly advanced our understanding of the molecular mechanisms and potential biomarkers associated with Alzheimer's disease (AD). A high-throughput proteomic analysis identified early cerebrospinal fluid (CSF) biomarkers in autosomal dominant Alzheimer's disease, revealing distinct protein trajectories between mutation carriers and non-carriers (ref: Shen doi.org/10.1016/j.cell.2024.08.049/). This study involved 286 mutation carriers and 177 non-carriers, highlighting the potential for these biomarkers in monitoring disease progression and treatment efficacy. Additionally, the role of apolipoprotein E4 (ApoE4) in neurovascular dysfunction was explored, demonstrating that border-associated macrophages contribute to the pathophysiology of microvascular injury, a significant factor in cognitive decline (ref: Anfray doi.org/10.1038/s41593-024-01757-6/). The interplay between amyloid-beta (Aβ) and tau pathology was also investigated, revealing that early Aβ deposits lead to hyperactivity in neurons, while tau deposition suppresses this activity, correlating with cognitive decline in asymptomatic older adults (ref: Gallego-Rudolf doi.org/10.1038/s41593-024-01763-8/). Furthermore, the identification of the SLC9A7 locus on the X chromosome as a novel genetic variant associated with AD underscores the importance of genetic factors in disease susceptibility (ref: Belloy doi.org/10.1001/jamaneurol.2024.2843/). Lastly, the discovery of Aβ transport from the brain to the eye, causing retinal degeneration, provides a unique perspective on the systemic effects of AD pathology (ref: Cao doi.org/10.1084/jem.20240386/).