The molecular mechanisms underlying Alzheimer's disease (AD) have garnered significant attention, particularly focusing on the amyloid-β (Aβ) pathway, which is central to AD pathophysiology. Hampel et al. systematically reviewed the literature surrounding the Aβ cycle, emphasizing its role in synaptic failure and neurodegeneration. They highlighted that Aβ dyshomeostasis is a critical factor in the disease's progression, suggesting that targeting this pathway could lead to effective disease-modifying therapies (ref: Hampel doi.org/10.1038/s41380-021-01249-0/). Additionally, Watanabe et al. explored the transcriptional downregulation of FAM3C in AD brains, linking reduced levels of transcription factors SP1 and EBF1 to this downregulation, thereby providing insights into the molecular alterations occurring in AD (ref: Watanabe doi.org/10.1093/hmg/). Furthermore, the study by Dávila-Bouziguet et al. introduced a model of non-demented individuals with AD neuropathology, which raises questions about the mechanisms that confer cognitive resilience despite the presence of typical AD pathologies (ref: Dávila-Bouziguet doi.org/10.1093/brain/). Collectively, these studies underscore the complexity of AD's molecular landscape and the potential for novel therapeutic strategies targeting specific pathways.