血清硒加速代谢健康肥胖美国人群代谢紊乱的发展:NHANES(2011-2018)人群研究的回顾性横断面分析。
Serum selenium accelerates the development of metabolic disorders in a metabolically healthy obese U.S. population: a retrospective cross-sectional analysis of a population-based study from the NHANES (2011-2018).
机构信息
Department of Gastrointestinal Surgery, Peking University Shenzhen Hospital, Shenzhen, China.
Department of Urology, Shenzhen Children's Hospital, Shenzhen, China.
出版信息
Front Immunol. 2024 Aug 29;15:1398299. doi: 10.3389/fimmu.2024.1398299. eCollection 2024.
BACKGROUND
Obesity represents a significant risk factor for the development of metabolic abnormalities. However, it is not inevitable that all individuals with obesity will develop these disorders. Selenium has been demonstrated to play a role in maintaining metabolic homeostasis , with the ability to regulate relevant signaling pathways involved in glucose and lipid metabolism processes. Previous studies have indicated that selenium concentrations in obese individuals are higher than those reported in the general population. These findings the question of whether altered selenium concentrations may act as important triggers for accelerating metabolic imbalances in the obese population. The aim of this study was to examine the potential correlation between serum selenium concentrations and the risk of developing metabolic abnormalities in individuals with obesity.
METHODS
The present study included 6,125 participants from the 2011-2018 National Health and Nutrition Examination Survey (NHANES) who were aged between 20 and 80 years, with a body mass index (BMI) of 30 kg/m or greater, and met the inclusion and exclusion criteria. Weighted generalized linear regression analyses were conducted to evaluate the associations between serum selenium concentrations and the conversion of metabolically healthy obesity (MHO) to metabolically unhealthy obesity (MUO). A generalized additive model (GAM) and a two-piecewise linear regression model were employed to investigate the saturation threshold effect between selenium and MUO. The correlation between different selenium concentration intervals and metabolic diseases was evaluated by categorizing selenium concentrations according to the saturation threshold. Furthermore, this study investigated the correlation between serum selenium and lipid concentrations in obese females and between serum selenium and blood pressure in obese males.
RESULTS
The weighted prevalence of MUO in the study population was 48.35%. After rigorous adjustment for sociodemographic, physical, and laboratory test covariates, the weighted odds ratio (OR) of MUO increased by 44% for every 1 µM increase (approximately 78.74 µg) in the serum selenium concentration (weighted OR=1.44; 95% CI=1.09 - 1.91; =0.018). Second, GAM analysis and saturation threshold analyses revealed an inverted U-shaped relationship between serum selenium and metabolic abnormalities in males, with a corresponding inflection point (K) of 2.82 µM. When the serum selenium concentration was below the K-value, the effects of serum selenium were mainly on blood pressure, especially diastolic blood pressure (DBP) (weighted β: 3.34; 95% CI= 0.25 - 6.44; =0.038). Conversely, the correlation between the serum selenium concentrations and metabolic homeostasis imbalance in females was linear. When the selenium concentration exceeded 2.12 µM, the increase in selenium content was accompanied by increases in total cholesterol (TC, weighted β=0.54, 95% CI=0.32 - 0.76; =0.000) and triglyceride (TG, weighted β=0.51, 95% CI=0.27 - 0.75; =0.000) concentrations.
CONCLUSIONS
The findings of our study indicate that selenium supplementation strategies for individuals with obesity should be tailored to the sex of the individual. In females, serum selenium concentration above the saturation threshold primarily facilitates the transition from MHO to MUO by influencing alterations in serum lipid metabolism. Maintaining selenium concentrations below the threshold levels is highly important for preventing the conversion of MHO to MUO. In males, serum selenium concentrations above the threshold were found to be effective in preventing an elevation in blood pressure, particularly in improving systolic blood pressure (SBP). Nevertheless, serum selenium concentrations below the threshold are linked to an increased risk of hypertension in obese individuals, particularly those with elevated diastolic blood pressure (DBP). Further research is needed to elucidate the optimal serum selenium concentration that exerts deleterious effects on blood pressure.
背景
肥胖是代谢异常发生的重要危险因素。然而,并非所有肥胖者都会发展为这些疾病。硒在维持代谢平衡方面发挥着作用,能够调节参与葡萄糖和脂质代谢过程的相关信号通路。之前的研究表明,肥胖者体内的硒浓度高于一般人群。这些发现引发了这样一个问题,即硒浓度的改变是否可能成为肥胖人群代谢失衡加速的重要诱因。本研究旨在探讨血清硒浓度与肥胖人群发生代谢异常风险之间的潜在相关性。
方法
本研究纳入了 2011 年至 2018 年全国健康和营养调查(NHANES)中 6125 名年龄在 20 至 80 岁之间、BMI 为 30kg/m2 或更高且符合纳入和排除标准的参与者。采用加权广义线性回归分析评估血清硒浓度与代谢健康肥胖(MHO)向代谢不健康肥胖(MUO)转化之间的关联。采用广义加性模型(GAM)和两段线性回归模型探讨硒与 MUO 之间的饱和阈值效应。根据饱和阈值对硒浓度进行分类,评估不同硒浓度区间与代谢疾病的相关性。此外,本研究还探讨了肥胖女性血清硒与血脂浓度之间的相关性,以及肥胖男性血清硒与血压之间的相关性。
结果
研究人群中 MUO 的加权患病率为 48.35%。经过严格调整社会人口学、身体和实验室检测协变量后,血清硒浓度每增加 1µM(约 78.74µg),MUO 的加权比值比(OR)增加 44%(加权 OR=1.44;95%CI=1.09-1.91;=0.018)。其次,GAM 分析和饱和阈值分析揭示了男性血清硒与代谢异常之间呈倒 U 型关系,对应的拐点(K)为 2.82µM。当血清硒浓度低于 K 值时,血清硒的作用主要体现在血压上,特别是舒张压(DBP)(加权β:3.34;95%CI=0.25-6.44;=0.038)。相反,女性血清硒浓度与代谢稳态失衡之间的相关性呈线性关系。当硒浓度超过 2.12µM 时,随着硒含量的增加,总胆固醇(TC,加权β=0.54,95%CI=0.32-0.76;=0.000)和甘油三酯(TG,加权β=0.51,95%CI=0.27-0.75;=0.000)浓度也随之增加。
结论
本研究结果表明,肥胖个体的硒补充策略应根据个体性别进行调整。在女性中,血清硒浓度超过饱和阈值主要通过影响血清脂质代谢的变化来促进从 MHO 向 MUO 的转变。保持血清硒浓度低于阈值对于预防 MHO 向 MUO 的转变非常重要。在男性中,超过阈值的血清硒浓度可有效预防血压升高,特别是改善收缩压(SBP)。然而,低于阈值的血清硒浓度与肥胖个体患高血压的风险增加有关,特别是舒张压(DBP)升高的个体。需要进一步研究以确定对血压产生有害影响的最佳血清硒浓度。