Research into the genetic and molecular underpinnings of neurodegenerative diseases has revealed significant insights, particularly in conditions like Lewy body dementia (LBD) and Alzheimer's disease (AD). A study conducted by Chia identified five independent risk loci associated with LBD through whole-genome sequencing of large cohorts, highlighting the role of mutations in the GBA gene as a potential contributor to the disease's genetic architecture (ref: Chia doi.org/10.1038/s41588-021-00785-3/). In parallel, Ashton introduced plasma p-tau231 as a promising biomarker for early detection of AD, demonstrating its ability to distinguish AD patients from cognitively unimpaired older adults with high accuracy (AUC = 0.92-0.94) and from non-AD neurodegenerative disorders (AUC = 0.93) (ref: Ashton doi.org/10.1007/s00401-021-02275-6/). Furthermore, Moreno-Grau's investigation into long runs of homozygosity (ROH) across multiple cohorts revealed a significant increase in homozygosity in AD cases compared to controls, suggesting a potential link between genetic inbreeding and AD susceptibility (ref: Moreno-Grau doi.org/10.1038/s41398-020-01145-1/). These findings collectively underscore the complex genetic landscape of neurodegenerative diseases and the potential for novel biomarkers in clinical applications. In addition to genetic factors, the role of astrocytes in AD pathology has been explored, with Chen's study demonstrating that clusterin secreted from astrocytes enhances excitatory synaptic transmission and mitigates Aβ pathology in mouse models (ref: Chen doi.org/10.1186/s13024-021-00426-7/). This suggests that astrocytic functions may be crucial in modulating synaptic health in the context of neurodegeneration. Moreover, Graillon's work on meningiomas emphasizes the importance of 3D volume growth rate as a metric for evaluating drug efficacy in clinical trials, indicating that tumor growth dynamics may also reflect underlying molecular mechanisms relevant to treatment outcomes (ref: Graillon doi.org/10.1093/neuonc/). Together, these studies highlight the interplay between genetic predispositions, molecular markers, and cellular mechanisms in understanding and potentially treating neurodegenerative diseases.