seems it works the other way too.
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4791804/
Conclusions
Findings from this study suggest that weight control failure is associated with an increased risk of suicidal ideation among obese women. Furthermore, intervention programs that aim to address the prevalence of suicide, especially for obese women, are needed.