Research into neurodegenerative diseases has identified critical genetic and molecular mechanisms underlying conditions such as amyotrophic lateral sclerosis (ALS), Huntington's disease, and Alzheimer's disease. A genome-wide association study involving 29,612 ALS patients revealed 15 risk loci, highlighting distinct genetic architectures that influence neuron-specific biology (ref: van Rheenen doi.org/10.1038/s41588-021-00973-1/). In Huntington's disease, a novel therapeutic approach utilizing self-assembled siRNAs demonstrated effective delivery to the cortex and striatum, significantly reducing mutant huntingtin levels and offering a promising strategy for disease reversal (ref: Zhang doi.org/10.1093/brain/). Additionally, Alzheimer's pathology was linked to insulin signaling disruptions, with evidence showing that siRNA-mediated GSK3β knockdown could rescue cognitive decline in a rodent model (ref: Gupta doi.org/10.1021/acsami.1c15305/). These studies collectively underscore the importance of genetic factors and innovative therapeutic strategies in addressing neurodegenerative diseases, while also revealing the potential for multitargeting approaches in drug development (ref: Namasivayam doi.org/10.1093/bioinformatics/).