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美国一般成年人血液金属暴露与高尿酸血症的关联:来自 NHANES 的亚组分析。

Association between blood metal exposures and hyperuricemia in the U.S. general adult: A subgroup analysis from NHANES.

机构信息

Department of Preventive Medicine and Public Health, School of Medicine, Jinan University, No.601 Huangpu Ave West, Guangzhou, 510632, Guangdong, PR China.

Guangzhou Center for Disease Control and Prevention, Guangzhou, 510440, Guangdong, PR China.

出版信息

Chemosphere. 2023 Mar;318:137873. doi: 10.1016/j.chemosphere.2023.137873. Epub 2023 Jan 18.

Abstract

BACKGROUND

The relationship between metal exposure and hyperuricemia is still controversial, especially in certain population groups.

METHODS

This cross-sectional study included adults from NHANES 2011-2016. Seven metals, including Pb, Cd, Hg, Mn, Se, Cu, and Zn, were detected in blood by ICP‒MS. Multivariable logistic regression, LASSO, and BKMR models were used to assess the effects of single and mixed metal exposures and hyperuricemia. Moreover, this association was analyzed by sex, BMI, and age.

RESULTS

A total of 4074 individuals were included in our final analysis, and 825 (20.3%) people were classified as having hyperuricemia. In logistic regression, Pb (Q4: OR [95% CI]: 1.50 [1.00, 2.24]) was associated with hyperuricemia after adjusting for all covariates. LASSO penalized regression analysis further indicated positive associations of lead and zinc with hyperuricemia. In BKMR analysis, U-shaped dose‒response curves were generated for Se, Mn, Cu, and Zn when fixing the other metals in the 50th percentile. A significant positive trend was found between mixed metal exposure and hyperuricemia, in which blood Se, Zn, and Cd had the highest PIP (PIP = 0.651, 0.549, and 0.530, respectively). In weighted logistic regression, subgroup analyses revealed a significant association between Pb and hyperuricemia among the non-overweight group. Significant positive trends between mixed metals and hyperuricemia were found in the male and non-overweight groups in the BKMR models.

CONCLUSION

Our study suggests that a higher concentration of mixed metal might increase the risk of hyperuricemia in U.S. adults. Males and people with a BMI under 25 are more likely to be affected.

摘要

背景

金属暴露与高尿酸血症之间的关系仍存在争议,尤其是在某些人群中。

方法

本横断面研究纳入了 2011-2016 年 NHANES 中的成年人。采用电感耦合等离子体质谱法(ICP-MS)检测血液中的七种金属,包括 Pb、Cd、Hg、Mn、Se、Cu 和 Zn。采用多变量逻辑回归、LASSO 和 BKMR 模型评估单一和混合金属暴露与高尿酸血症的关系。此外,还按性别、BMI 和年龄分析了这种关联。

结果

本研究共纳入 4074 名最终分析对象,其中 825 名(20.3%)被归类为高尿酸血症。在逻辑回归中,在校正所有协变量后,Pb(Q4:OR [95%CI]:1.50 [1.00,2.24])与高尿酸血症相关。LASSO 惩罚回归分析进一步表明,铅和锌与高尿酸血症呈正相关。在 BKMR 分析中,当固定其他金属处于第 50 百分位数时,Se、Mn、Cu 和 Zn 生成 U 形剂量-反应曲线。混合金属暴露与高尿酸血症之间存在显著的正相关趋势,其中血液 Se、Zn 和 Cd 的 PIP 最高(PIP=0.651、0.549 和 0.530)。在加权逻辑回归中,亚组分析显示 Pb 与非超重组高尿酸血症之间存在显著关联。在 BKMR 模型中,男性和非超重组混合金属与高尿酸血症之间存在显著的正相关趋势。

结论

本研究表明,美国成年人混合金属浓度较高可能会增加高尿酸血症的风险。男性和 BMI 低于 25 的人群更有可能受到影响。

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