Additionally, although the estradiol was not independently associated with the postmenopausal hypertension (Table S1), we found that participants in the higher estradiol group with a higher level of Klotho concentration had a significant reduced risk of hypertension, while not in the lower estradiol group, also indicating the protective value of estrogen against hypertension. Here, KL is linked to Hypertension.