Chronic health data modeling has become more complex and challenging. These models may involve data that must be addressed at the multiple layers, including at the community level where some of the individual-level data may not be available. Colleagues are encouraged to submit papers on various methods and/or new methodologies/applications of data analysis and modeling in cancer and chronic disease data in translational/clinical research.