A systems approach to clinical oncology uses deep phenotyping to deliver personalized care

摘要

A systems biology-based approach incorporating multiscale, longitudinal measurements (from single-cell analyses to whole-body monitoring) would help to decipher the complexity of cancer and would facilitate the development of personalized therapies. The authors of this Perspective discuss how systems biology-based approaches can provide data for early detection of disease transitions, prediction of therapeutic responses and clinical outcomes, and for the design of personalized treatments.