This thesis focuses on the complex landscape of depression prevalence and the depression treatment disparities within vulnerable populations. By examining the underlying factors contributing to the rise in depression prevalence and understanding the challenges faced by vulnerable communities we can focus future research on the critical need for novel and equitable depression treatments.