The health benefits of probiotics are hardly clear-cut, and research continues into whether they might also do more harm than good. Based on this small sample though, it seems as though they do have at least some potential when it comes to treating those with depression.
https://www.sciencealert.com/good-bacteria-could-be-useful-as-a-treatment-for-depression-study-shows
