In this note, we introduce results from several scholars related to the Amitsur property of radicals in skew polynomial rings, differential polynomial rings, and Ore extensions (polynomial ring extensions). Additionally, we present the current progress in studying radicals of Ore extensions. Specifically, we focus on the prime, Levitzki, upper nil, Jacobson, strongly prime, and uniformly strongly prime radicals of polynomial ring extensions.