Login / Signup

Facilitating cancer systems epidemiology research.

Rolando BarajasBrionna HairGabriel LaiMelissa RotunnoMarissa M Shams-WhiteElizabeth M GillandersLeah E Mechanic
Published in: PloS one (2021)
Systems epidemiology offers a more comprehensive and holistic approach to studies of cancer in populations by considering high dimensionality measures from multiple domains, assessing the inter-relationships among risk factors, and considering changes over time. These approaches offer a framework to account for the complexity of cancer and contribute to a broader understanding of the disease. Therefore, NCI sponsored a workshop in February 2019 to facilitate discussion about the opportunities and challenges of the application of systems epidemiology approaches for cancer research. Eight key themes emerged from the discussion: transdisciplinary collaboration and a problem-based approach; methods and modeling considerations; interpretation, validation, and evaluation of models; data needs and opportunities; sharing of data and models; enhanced training practices; dissemination of systems models; and building a systems epidemiology community. This manuscript summarizes these themes, highlights opportunities for cancer systems epidemiology research, outlines ways to foster this research area, and introduces a collection of papers, "Cancer System Epidemiology Insights and Future Opportunities" that highlight findings based on systems epidemiology approaches.
Keyphrases
  • risk factors
  • papillary thyroid
  • squamous cell
  • healthcare
  • squamous cell carcinoma
  • electronic health record
  • artificial intelligence
  • health information