Given that an imbalanced inflammatory milieu has been linked to infertility-associated conditions, such as polycystic ovary syndrome (PCOS)20 and recurrent implantation failure (RIF),9,10 our study leverages an AI algorithm to evaluate endometrial CD138+ cells in these specific conditions. Here, SDC1 is linked to polycystic ovary syndrome.