Research into the molecular mechanisms underlying neurodegeneration has revealed significant insights into various conditions, particularly in pediatric populations. A study on infant high-grade gliomas identified 130 cases that form an intrinsic spectrum of disease, suggesting that traditional histopathologic grading may not accurately reflect the biology of these tumors (ref: Clarke doi.org/10.1158/2159-8290.CD-19-1030/). Additionally, the dysregulation of the retromer complex system in Down syndrome has been linked to early Alzheimer's disease-like pathology, indicating a potential therapeutic target for cognitive decline in this population (ref: Curtis doi.org/10.1002/ana.25752/). Furthermore, the role of the NLRP3 inflammasome as a prognostic biomarker in primary progressive multiple sclerosis highlights the importance of inflammatory pathways in neurodegeneration (ref: Malhotra doi.org/10.1093/brain/). The involvement of human endogenous retrovirus HERV-K(HML-2) in neurodegeneration through Toll-like receptor activation further emphasizes the complex interplay between genetic factors and neuroinflammatory responses (ref: Dembny doi.org/10.1172/jci.insight.131093/). These findings collectively underscore the multifaceted nature of neurodegenerative diseases and the need for targeted therapeutic strategies.