Research in neurodegenerative diseases has revealed significant insights into the molecular mechanisms underlying conditions such as Alzheimer's disease (AD) and progressive supranuclear palsy (PSP). A study utilizing RNA-Seq data from 231 temporal cortex and 224 cerebellum samples demonstrated that both AD and PSP exhibit similar transcriptomic changes, indicating a conserved pattern of gene expression alterations across different brain regions (ref: Wang doi.org/10.1172/JCI149904/). This suggests that despite the distinct clinical presentations of these diseases, they may share common pathological pathways. Furthermore, the investigation into Down syndrome (DS) has highlighted altered cell and RNA isoform diversity, which may contribute to the cognitive impairments observed in this population and their increased risk for developing AD (ref: Palmer doi.org/10.1073/pnas.2114326118/). The use of single-nucleus RNA sequencing has provided a deeper understanding of the cellular and molecular modifications in DS brains, emphasizing the need for targeted therapeutic strategies. In the context of drug development, several studies have focused on the inhibition of key enzymes involved in AD pathology. For instance, a study identified a polyketide from Streptomyces sp. that acts as a dual inhibitor of BACE1 and amyloid beta aggregation, showcasing its potential as a therapeutic agent against AD (ref: Yokoya doi.org/10.1111/cbdd.13980/). Additionally, research into the binding mechanisms of anti-Alzheimer's agents has revealed that modulating the aggregation process of amyloid peptides could represent a viable therapeutic strategy (ref: Shaik doi.org/10.1016/j.ijbiomac.2021.10.204/). These findings collectively underscore the complexity of neurodegenerative diseases and the multifaceted approaches required for effective treatment.