The protein corona spontaneously develops and evolves on the surface of nanoscale materials when they are exposed to biological environments, altering their physiochemical properties and affecting their subsequent interactions with biosystems. In this Review, we provide an overview of the current state of protein corona research in nanomedicine. We next discuss remaining challenges in the research methodology and characterization of the protein corona that slow the development of nanoparticle therapeutics and diagnostics, and we address how artificial intelligence can advance protein corona research as a complement to experimental research efforts. We then review emerging opportunities provided by the protein corona to address major issues in healthcare and environmental sciences. This Review details how mechanistic insights into nanoparticle protein corona formation can broadly address unmet clinical and environmental needs, as well as enhance the safety and efficacy of nanobiotechnology strength also influence surface-binding-induced protein unfolding 45 .For example, adsorption-induced protein conformational changes were quantified by targeting and fluorescently labelling exposed amine groups; these residues, which were originally buried inside the tertiary structures of proteins in native conformations, became exposed because of adsorption-induced conformational disorders 48 . Protein conformational changes can impact protein functionality through the exposure of once-concealed functional epitopes or misfolding that results in complete loss-of-protein function, subsequently impacting 1960s