These albumin-binding nanoparticles improve the therapeutic window by at least twofold compared to nonalbumin-binding counterpart and outperform nab-paclitaxel in multiple murine tumor models, results that have been independently replicated by a contract research organization. The gene discussed is ALB; the disease is neoplasm.