Magnetic nanoparticle (MNP)-mediated heating systems have emerged as an effective strategy for the fine control of biological systems from hyperthermia to cell signaling in a spatiotemporally controlled fashion. To achieve satisfactory performance, advanced design concepts have been developed to tailor the magnetism that directly affects the heating properties of nanoparticles. In this review, we focus on recent advances in magnetism-engineered nanoparticles. Fundamental principles of magnetic heating mechanisms and related key magnetic parameters are discussed first to provide instructive guidelines for the design of MNPs with enhanced heating efficiency. Then, we highlight recent progress in MNPs for optimized heat generation with unique design approaches to control magnetism. Finally, we discuss highly effective biomedical application studies such as dual-mode magnetic hyperthermia, magnetothermally triggered drug delivery, and the magnetothermal control of cellular activities. (C) 2017 Elsevier Ltd. All rights reserved.