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In this Roadmap, Boire et al. consider the immediate causes of mortality in patients with cancer, a topic not often considered in either preclinical or clinical research, and provide recommendations for how we can stimulate research to advance our mechanistic understanding of these causes with a long-term view to improving the quality of life for patients with late-stage cancer.