Guo Andong, Cao Jishuang, Wu Chenrui, Ding Sentai
Department of Urology, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, Shandong, China.
Department of Urology, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, Shandong, China.
Int Urol Nephrol. 2025 Mar;57(3):939-946. doi: 10.1007/s11255-024-04262-8. Epub 2024 Nov 2.
This study initially conducted a cross-sectional analysis to examine the association between total testosterone (TT), uric acid, and Klotho. The investigation examined whether uric acid mediates the association between TT and Klotho in males.
Based on data from the National Health and Nutrition Examination Survey (NHANES) 2013-2016, this study performed weighted multivariable-adjusted linear regression to evaluate the association between TT, uric acid, and α-Klotho. Then, mediation analysis was conducted to delineate the potential mediating role of uric acid in the TT-Klotho association.
Multivariable linear regression analyses revealed inverse relationships between TT and uric acid (β = - 2.75, 95% CI: - 4.21, 1.28, p < 0.001) and between uric acid and α-Klotho (β = - 4.80, 95% CI: - 6.47, - 3.13, p < 0.001). Conversely, a positive correlation existed between TT and α-Klotho (β = 5.38, 95% CI: 2.23, 8.53, p < 0.001). Updated subgroup analyses show that the association strength between α-Klotho, TT, and uric acid levels was consistent across various population settings without significant variations. Restricted cubic spline analysis identified a non-linear association between TT and uric acid with an inflection point at 201 ng/mL. Mediation analysis confirmed uric acid-mediated 18.59% of the association between TT and α-Klotho (p < 0.001), highlighting its significant intermediary role.
This study elucidates the complex interrelationship between TT, uric acid, and α-Klotho, highlighting uric acid's significant mediating role. These findings provide novel insights into the hormonal and metabolic mechanisms underlying age-related processes and longevity.
本研究最初进行了一项横断面分析,以检验总睾酮(TT)、尿酸和klotho蛋白之间的关联。该调查研究了尿酸是否介导男性中TT与klotho蛋白之间的关联。
基于2013 - 2016年美国国家健康与营养检查调查(NHANES)的数据,本研究进行了加权多变量调整线性回归,以评估TT、尿酸和α-klotho蛋白之间的关联。然后,进行中介分析以阐明尿酸在TT - klotho蛋白关联中的潜在中介作用。
多变量线性回归分析显示TT与尿酸之间呈负相关(β = - 2.75,95%置信区间:- 4.21,1.28,p < 0.001),尿酸与α-klotho蛋白之间也呈负相关(β = - 4.80,95%置信区间:- 6.47,- 3.13,p < 0.001)。相反,TT与α-klotho蛋白之间存在正相关(β = 5.38,95%置信区间:2.23,8.53,p < 0.001)。更新的亚组分析表明,α-klotho蛋白、TT和尿酸水平之间的关联强度在不同人群中是一致的,没有显著差异。受限立方样条分析确定TT与尿酸之间存在非线性关联,拐点为201 ng/mL。中介分析证实尿酸介导了TT与α-klotho蛋白之间18.59%的关联(p < 0.001),突出了其显著的中介作用。
本研究阐明了TT、尿酸和α-klotho蛋白之间的复杂相互关系,突出了尿酸的显著中介作用。这些发现为与年龄相关的过程和长寿背后的激素和代谢机制提供了新的见解。