Interestingly, a set of 5 proteins (KHDC3L, SRSF8, PNO1, RASIP1, and MORC2) exhibited a significant association with ovarian insufficiency in this cohort (Figure 4). Here, RASIP1 is linked to ovarian dysfunction.