Cluster analysis revealed thematic structures centered on “Parkinson’s disease,” “mitochondrial dysfunction,” “oxidative stress,” and “fission/fusion mechanisms”, with additional focus on “Parkin-mediated mitophagy” and “neurodegenerative diseases.” Research evolved from foundational studies through mechanistic exploration to translational applications. Here, PRKN is linked to neurodegenerative disease.