School of Public Health, Sun Yat-sen University, Guangzhou, China.
School of Public Health, Sun Yat-sen University, Guangzhou, China; School of Public Health, The University of Hong Kong, Hong Kong, China; Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
Environ Pollut. 2024 Mar 1;344:123309. doi: 10.1016/j.envpol.2024.123309. Epub 2024 Jan 6.
Given the rising concern over the potential impact of environmental factors on metabolic heath, we conducted a cross-sectional analysis among 645 adults aged 20 and older in the National Health and Nutrition Examination Survey (NHANES), examining the association between nine phthalate metabolites (Mono-n-butyl phthalate (MBP), Mono-ethyl phthalate (MEP), Mono-(2-ethyl)-hexyl phthalate (MEHP), Mono-benzyl phthalate (MBzP), Mono-n-methyl phthalate (MnMP), Mono-(3-carboxy propyl) phthalate (MCPP), Mono-(2-ethyl-5-hydroxyhexyl) phthalate (MEHHP), Mono-(2-ethyl-5-oxohexyl) phthalate (MEOHP), Mono-isobutyl phthalate (MiBP)) and six glucose homeostasis indices (fasting glucose, fasting insulin, hemoglobin A (HbA), homeostatic model assessment of insulin resistance (HOMA-IR), single Point Insulin Sensitivity Estimator (SPISE), and HOMA-β). Latent Class Analysis identified three phthalate metabolites exposure patterns: high MEP-low MEOHP (n = 282), high MBzP-low MEHHP (n = 214), and high MEHHP, MEOHP (n = 149). The high MBzP-low MEHHP and high MEHHP, MEOHP, versus the high MEP-low MEOHP, exposure groups showed significantly higher levels of fasting insulin (β = 0.126, 95% CI: 0.023-0.228), SPISE (β = 0.091, 95% CI: 0.018-0.164), and HOMA-IR (β = 0.091, 95% CI: 0.018-0.164). In the shorter telomere length group, high MEHHP, MEOHP exposure showed an increase in SPISE levels (β = 0.153, 95% CI: 0.037-0.269), while in the overweight/obese subgroup, high MEHHP, MEOHP exposure was significantly positively associated with HOMA-IR (β = 0.392, 95% CI: 0.150-0.735). Bayesian kernel machine regression analyses showed positive associations between higher combined phthalate exposure and increased glucose homeostasis indices (fasting glucose, HbA, fasting insulin, SPISE, and HOMA-IR). The quantile of g-calculation analysis also supported the positive associations with HbA, HOMA-IR, and fasting insulin. Our findings indicate that phthalate exposure was positively associated with glucose homeostasis indices, which strengthen the call for proactive measures to reduce phthalate exposure and mitigate potential risks to glucose metabolism.
鉴于人们对环境因素对代谢健康潜在影响的日益关注,我们在全国健康和营养检查调查(NHANES)中对 645 名年龄在 20 岁及以上的成年人进行了横断面分析,研究了 9 种邻苯二甲酸代谢物(单正丁基邻苯二甲酸酯(MBP)、单乙基邻苯二甲酸酯(MEP)、单-(2-乙基)己基邻苯二甲酸酯(MEHP)、单苄基邻苯二甲酸酯(MBzP)、单正丁基邻苯二甲酸酯(MnMP)、单-(3-羧基丙基)邻苯二甲酸酯(MCPP)、单-(2-乙基-5-羟基己基)邻苯二甲酸酯(MEHHP)、单-(2-乙基-5-氧代己基)邻苯二甲酸酯(MEOHP)、单异丁基邻苯二甲酸酯(MiBP))和 6 个葡萄糖稳态指数(空腹血糖、空腹胰岛素、血红蛋白 A(HbA)、胰岛素抵抗稳态模型评估(HOMA-IR)、单点胰岛素敏感性估计值(SPISE)和 HOMA-β)之间的关联。潜在类别分析确定了三种邻苯二甲酸代谢物暴露模式:高 MEP-低 MEOHP(n=282)、高 MBzP-低 MEHHP(n=214)和高 MEHHP、MEOHP(n=149)。与高 MEP-低 MEOHP 相比,高 MBzP-低 MEHHP 和高 MEHHP、MEOHP 暴露组的空腹胰岛素(β=0.126,95%CI:0.023-0.228)、SPISE(β=0.091,95%CI:0.018-0.164)和 HOMA-IR(β=0.091,95%CI:0.018-0.164)水平显著更高。在端粒较短的组中,高 MEHHP、MEOHP 暴露与 SPISE 水平升高有关(β=0.153,95%CI:0.037-0.269),而在超重/肥胖亚组中,高 MEHHP、MEOHP 暴露与 HOMA-IR 呈显著正相关(β=0.392,95%CI:0.150-0.735)。贝叶斯核机器回归分析显示,较高的邻苯二甲酸总暴露与葡萄糖稳态指数(空腹血糖、HbA、空腹胰岛素、SPISE 和 HOMA-IR)升高之间存在正相关。g 计算分析的分位数也支持与 HbA、HOMA-IR 和空腹胰岛素的正相关关系。我们的研究结果表明,邻苯二甲酸暴露与葡萄糖稳态指数呈正相关,这进一步呼吁采取积极措施减少邻苯二甲酸暴露,减轻对葡萄糖代谢的潜在风险。