https://www.sciencedaily.com/releases/2023/01/230113112733.htm

The study shows the importance of social support in buffering the risk of developing depression symptoms in general, using data from two very different groups of people under stress: new doctors in the most intense year of training, and older adults whose spouses recently died.

But the largest effect was seen in those who had the most genetic variation that raised the risk of depression.