Demographic comparisons demonstrated homogeneous distributions across seasons for age, BMI, pre-retrieval follicular count, basal hormonal profiles (FSH, LH, E2, P), and infertility etiologies (all P > 0.05). Here, BRD2 is linked to Infertility.