Precision health is an emerging approach to predicting, preventing, treating, and managing disease. A goal of precision health symptom science research is the reliable prediction of patients’ symptom burden to optimize robust symptom management strategies across the cancer care trajectory. In this special issue, we sought to feature articles representing the cutting edge of precision health symptom science.