Research on the molecular mechanisms underlying neurodegenerative diseases, particularly Alzheimer's disease (AD), has revealed significant insights into selective neuronal vulnerability. A study by Roussarie et al. utilized a framework that integrated neuron-type-specific molecular profiles from healthy mice with postmortem human data, identifying specific genes and pathways linked to AD neuropathology. This work highlighted a functional gene module associated with axonal remodeling, which is influenced by amyloid accumulation and aging (ref: Roussarie doi.org/10.1016/j.neuron.2020.06.010/). In parallel, Lantero Rodriguez et al. demonstrated that plasma p-tau181 serves as a robust biomarker for predicting AD pathology, showing significant increases in levels up to eight years prior to clinical diagnosis, thus enhancing the understanding of disease progression (ref: Lantero Rodriguez doi.org/10.1007/s00401-020-02195-x/). These findings underscore the importance of early biomarkers in the clinical characterization of cognitive decline and the potential for targeted interventions. Furthermore, the role of neuroinflammation in neurodegenerative diseases was explored by Iba et al., who found that T cell infiltration is associated with neuroinflammation in Lewy body disease, suggesting a complex interplay between the immune system and neurodegeneration (ref: Iba doi.org/10.1186/s12974-020-01888-0/). This highlights the need for a multifaceted approach to understanding neurodegenerative diseases, integrating molecular, genetic, and immunological perspectives.