Neurodegenerative diseases are characterized by complex molecular mechanisms that contribute to their pathogenesis. In Machado-Joseph disease, overexpression of ULK has been shown to mitigate motor deficits and neuropathology, highlighting the role of autophagy in disease progression (ref: Vasconcelos-Ferreira doi.org/10.1016/j.ymthe.2021.07.012/). Multiple system atrophy (MSA) presents a different challenge, with a variant exhibiting severe hippocampal pathology, indicating that neuronal loss and astrogliosis extend beyond the traditionally affected striatonigral and olivopontocerebellar systems (ref: Ando doi.org/10.1111/bpa.13002/). In Alzheimer's disease, copper imbalance has been implicated in the disease's etiology, suggesting that a multifactorial approach may be necessary for understanding its complex neuropathology (ref: Squitti doi.org/10.3233/JAD-201556/). Furthermore, cognitive deficits and behavioral symptoms in myotonic dystrophy type 1 have been linked to underlying neurobiological changes, emphasizing the need for comprehensive assessments that include cognitive and emotional dimensions (ref: Miller doi.org/10.3389/fneur.2021.700796/). Lastly, Perry syndrome's neuropathology reveals significant involvement of the medulla and hypothalamus, correlating with clinical symptoms such as hypoventilation and weight loss, thus reinforcing the importance of understanding the specific neuronal pathways affected in these disorders (ref: Kim doi.org/10.1002/mdc3.13235/).