Kinase inhibitors, which target key effectors of cancer signaling pathways, constitute a major component of precision oncology. However, such drugs can affect the same signaling pathways in healthy tissues, which often leads to dose-limiting toxicities. We are developing nanomedicine platforms to obviate dose-limiting toxicities of kinase inhibitors and thereby improve therapeutic index in solid tumors. We developed nanoparticle strategies to target kinase inhibitors to tumor vasculature targets, including upregulated P-selectin and caveolin-1. P-selectin is expressed endogenously on activated endothelium in tumors, and it can be greatly induced by ionizing radiation to result in improved delivery. We developed kinase inhibitor-loaded, P-selectin-targeted nanoparticles which improve biodistribution to tumors with activated endothelium. Our data shows improved efficacy of kinase inhibitors, and the abrogation of dose-limiting toxicities, such as skin rash and hyperglycemia, to improve therapeutic index. The nanoparticles also resulted in prolonged inhibition of the drug targets in tumor tissues, constituting a significant modulation of the kinase inhibitor pharmacologic properties, including in intracranial tumors.