In general, clinical trials are suggesting that diets high in calories or fat along with overweight are associated with increased risk for cardiovascular disease, type 2 diabetes, some cancers, and dementia. There also is a growing literature indicating that specific dietary constituents are able to influence the development of age-related diseases. But this is a complex subject, that you should discuss with your nutritionist.