Simple Summary This article reviews the conserved mechanisms underlying the occurrence of three neurodegenerative diseases across species, with a focus on major studies involving three invertebrate models. It highlights the research history, key milestones, critical aspects, and significant achievements related to neurodegenerative diseases in these models, aiming to identify potential insights for future research on neurodegenerative diseases from various perspectives.