Recent studies have elucidated various molecular mechanisms underlying neurodegenerative diseases, particularly Alzheimer's disease (AD). A significant finding is the prevalence of Alzheimer neuropathology in both AD-related syndromes and frontotemporal lobar degeneration (FTLD)-related syndromes, with a notable 88% occurrence in AD-related syndromes compared to 23% in FTLD-related syndromes (ref: VandeVrede doi.org/10.1001/jamaneurol.2024.5017/). The study also highlighted that plasma p-tau217 concentrations were significantly higher in AD-related syndromes, indicating its potential as a biomarker for early detection. Furthermore, a comprehensive analysis of genetic variants associated with autosomal-dominant Alzheimer's disease revealed 550 variants, with 279 classified as pathogenic, emphasizing the genetic complexity and the importance of early genetic screening (ref: Liu doi.org/10.1093/brain/). Another study explored the shared molecular signature between AD and schizophrenia, focusing on the Reelin signaling pathway, which may contribute to cognitive decline in both disorders, suggesting overlapping pathophysiological mechanisms (ref: Valderrama-Mantilla doi.org/10.1016/j.neubiorev.2025.106032/). Additionally, the relationship between frailty and AD biomarkers was investigated, revealing that frailty could influence the clinical manifestation of AD, particularly in patients with mild cognitive impairment (ref: Buscarnera doi.org/10.1007/s11357-025-01547-3/). Lastly, the role of resting-state electroencephalographic (rsEEG) alpha rhythms in AD was revisited, with evidence suggesting that abnormalities in these rhythms correlate with established AD biomarkers, although routine clinical use remains unendorsed (ref: Babiloni doi.org/10.1016/j.clinph.2025.02.256/).