There is a strong correlation between polycystic ovarian syndrome (PCOS) and depression. Research studies show that more than 40 percent of women suffering from PCOS also experience depression. But what normally leads to this? Well, there are multiple hypotheses supported by research which highlight the relationship between PCOS and depression.