Research suggests that certain nutrients and lifestyle factors may be associated with a lower risk of depression, with some studies pointing to the potential benefits of vitamin D, citrus, nuts, and spending time in nature. However, the role of vitamin D in reducing depression risk is unclear, with conflicting findings reported. Other factors, such as fish oil supplements and outdoor light exposure, are also being explored for their possible links to depression risk.