Pan Jiashan, Zheng Zhenming, Mao Xike, Hu Dekai, Wang Wenbo, Liao Guiyi, Hao Zongyao
Department of Urology, The First Affiliated Hospital of Anhui Medical University, Hefei, China.
Institute of Urology, Hefei, China.
World J Mens Health. 2024 Apr;42(2):429-440. doi: 10.5534/wjmh.230110. Epub 2023 Sep 4.
The causal relationship between the incidence and prognosis of chronic kidney disease (CKD) and serum testosterone levels in patients is not yet fully understood. This study aims to use the National Health and Nutrition Examination Survey (NHANES), a large-scale nationally representative sample, to investigate the relationship between CKD and testosterone.
This study included six NHANES cycles for linear regression analysis, verified by multiple imputation methods. Stratified analysis and subgroup analysis were used to demonstrate the stability of CKD's effect on testosterone. Furthermore, we used Kaplan-Meier plots and log-rank tests to evaluate differences in survival rates between CKD male patients with low and normal levels of testosterone.
From a total of 71,163 subjects, the cohort selected 28,663 eligible participants. Results showed that CKD patients had testosterone levels 28.423 ng/mL (24.762, 32.083) lower than non-CKD patients. The results of multiple imputations (β=27.700, 95% confidence interval: 23.427, 31.974) were consistent with those of linear regression analysis, and the numerical match was good. Stratified regression analysis, and subgroup analysis results showed that CKD had a significant impact on testosterone at different dimensions. Kaplan-Meier plots showed significantly reduced survival rates in low testosterone CKD male patients (p<0.0001).
The results of this big data analysis suggest that there may be a two-way risk between low levels of testosterone and CKD. The testosterone levels of CKD patients were significantly lower than those of the non-CKD population, and CKD patients with low testosterone levels had poorer prognoses. These results suggest that correcting testosterone levels in a timely manner can have preventive and therapeutic effects on the progression of CKD.
慢性肾脏病(CKD)的发病率、预后与患者血清睾酮水平之间的因果关系尚未完全明确。本研究旨在利用具有全国代表性的大规模样本——美国国家健康与营养检查调查(NHANES),探究CKD与睾酮之间的关系。
本研究纳入了六个NHANES周期的数据进行线性回归分析,并采用多重填补法进行验证。采用分层分析和亚组分析来证明CKD对睾酮影响的稳定性。此外,我们使用Kaplan-Meier生存曲线和对数秩检验来评估睾酮水平低和正常的CKD男性患者之间的生存率差异。
在总共71163名受试者中,该队列选取了28663名符合条件的参与者。结果显示,CKD患者的睾酮水平比非CKD患者低28.423 ng/mL(24.762,32.083)。多重填补法的结果(β=27.700,95%置信区间:23.427,31.974)与线性回归分析的结果一致,数值匹配良好。分层回归分析和亚组分析结果表明,CKD在不同维度上对睾酮有显著影响。Kaplan-Meier生存曲线显示,睾酮水平低的CKD男性患者生存率显著降低(p<0.0001)。
这项大数据分析的结果表明,睾酮水平低与CKD之间可能存在双向风险。CKD患者的睾酮水平显著低于非CKD人群,且睾酮水平低的CKD患者预后较差。这些结果表明,及时纠正睾酮水平对CKD的进展可能具有预防和治疗作用。