PCOS is one of the most common reproductive endocrine and metabolic diseases in women of adolescence and childbearing age. The prevalence of PCOS in reproductive women is as high as 5-10%, about 50-80% of whom are infertile and need ovulation induction or in vitro fertilization-embryo transfer (IVF-ET). Ovulation/anovulation and hyperandrogenemia are two main features of PCOS. Moreover, about 50-60% of PCOS patients present insulin resistance/hyperinsulinemia. The probability of miscarriage in PCOS is also higher than that of control women. Pregnancy complications in PCOS patients, such as gestational diabetes, preeclampsia, etc., and long-term complications of metabolic syndrome and endometrial cancer are more likely to happen. These not only greatly affect women's reproductive health, but also seriously endanger their psychological status. A large sample of data has shown that the risk of depression in women with PCOS is 3.78 times higher than that of the control women, 5.62 times for anxiety, and 1.78 times for bipolar disorder. With the economic development, more and more attention is paid to the quality of life including their mental health. However, there is few data on the risk factors of depression, anxiety and other psychological disorders in women with PCOS. There is a lack of effective evaluation and prediction systems. It is urgent to establish a risk assessment system for PCOS complicated with psychological diseases through scientific and systematic research, to formulate comprehensive intervention measures to improve the quality of life of women with PCOS and to reduce the incidence of affective disorders.