F. Glover, D. Barr, Jasmin A. Eatman, W. Muncey, F. del Giudice, F. Belladelli, N. Seranio, M. Eisenberg
{"title":"草甘膦暴露对美国成年男性睾酮的影响","authors":"F. Glover, D. Barr, Jasmin A. Eatman, W. Muncey, F. del Giudice, F. Belladelli, N. Seranio, M. Eisenberg","doi":"10.1080/10807039.2023.2195005","DOIUrl":null,"url":null,"abstract":"ABSTRACT Glyphosate is one of the most commonly used herbicide globally. It is considered an endocrine-disrupting chemical (EDC) that can affect the production and function of various hormones including testosterone. Testosterone is an important sex hormone in men that governs sexual development, function, metabolism, and reproduction. Glyphosate has been associated with testosterone impairment in a number of experimental studies; however, the association between glyphosate exposure and testosterone among U.S. adult men in the general population is currently unknown. Data was leveraged from the National Health and Nutrition Examination Survey (NHANES), which is an annually conducted, population-based cross-sectional study. Urinary levels of glyphosate were quantified as measures of exposure. Total testosterone was quantified from the serum of adult men ages 18+, and a serum value of <300 ng/dL was used to define low testosterone. Chi-square, analysis of variance (ANOVA), and multivariable, weighted linear and logistic regression analyses were used to compare sociodemographic and biological characteristics between quartiles of glyphosate exposure, identify risk factors for glyphosate exposure and low testosterone, and to analyze the relationship between glyphosate and testosterone. A total of 441 adults were included in final analyses, representing 18,345,154 individuals after survey weighting. The geometric mean of glyphosate was 0.58 ng/mL (IQR: 0.26–0.66). Race/ethnicity was significantly associated with glyphosate exposure, where white men had higher mean glyphosate exposure compared to black men (β = 0.11, p = .04). Analysis of total glyphosate modeled as a continuous variable was not significantly associated with testosterone (β = 10.93, p = .75). Similarly, no significant associations were observed when categorizing urinary glyphosate into quartiles when evaluating continuous testosterone (β = 3.46 p = .85, β = −6.74 p = .78, β = 10.22 p = .75 for quartiles 2–4, respectively), and categorical testosterone (i.e. normal/low) (OR = 2.29 95% CI [0.61,8.58], OR = 0.88 95% CI [0.18,4.08], OR = 1.14 95% CI [0.39,3.30]) for quartiles 2–4, respectively. We present the first evaluation of population-based urinary glyphosate levels on testosterone among U.S. adult men. We observed no significant associations between glyphosate and testosterone levels. Future studies are warranted to corroborate these findings, and to test these associations in prospective studies and within populations exposed to high levels of glyphosate.","PeriodicalId":13141,"journal":{"name":"Human and Ecological Risk Assessment: An International Journal","volume":"45 1","pages":"902 - 915"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Evaluation of glyphosate exposure on testosterone among U.S. adult men\",\"authors\":\"F. Glover, D. Barr, Jasmin A. Eatman, W. Muncey, F. del Giudice, F. Belladelli, N. Seranio, M. Eisenberg\",\"doi\":\"10.1080/10807039.2023.2195005\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"ABSTRACT Glyphosate is one of the most commonly used herbicide globally. It is considered an endocrine-disrupting chemical (EDC) that can affect the production and function of various hormones including testosterone. Testosterone is an important sex hormone in men that governs sexual development, function, metabolism, and reproduction. Glyphosate has been associated with testosterone impairment in a number of experimental studies; however, the association between glyphosate exposure and testosterone among U.S. adult men in the general population is currently unknown. Data was leveraged from the National Health and Nutrition Examination Survey (NHANES), which is an annually conducted, population-based cross-sectional study. Urinary levels of glyphosate were quantified as measures of exposure. Total testosterone was quantified from the serum of adult men ages 18+, and a serum value of <300 ng/dL was used to define low testosterone. Chi-square, analysis of variance (ANOVA), and multivariable, weighted linear and logistic regression analyses were used to compare sociodemographic and biological characteristics between quartiles of glyphosate exposure, identify risk factors for glyphosate exposure and low testosterone, and to analyze the relationship between glyphosate and testosterone. A total of 441 adults were included in final analyses, representing 18,345,154 individuals after survey weighting. The geometric mean of glyphosate was 0.58 ng/mL (IQR: 0.26–0.66). Race/ethnicity was significantly associated with glyphosate exposure, where white men had higher mean glyphosate exposure compared to black men (β = 0.11, p = .04). Analysis of total glyphosate modeled as a continuous variable was not significantly associated with testosterone (β = 10.93, p = .75). Similarly, no significant associations were observed when categorizing urinary glyphosate into quartiles when evaluating continuous testosterone (β = 3.46 p = .85, β = −6.74 p = .78, β = 10.22 p = .75 for quartiles 2–4, respectively), and categorical testosterone (i.e. normal/low) (OR = 2.29 95% CI [0.61,8.58], OR = 0.88 95% CI [0.18,4.08], OR = 1.14 95% CI [0.39,3.30]) for quartiles 2–4, respectively. We present the first evaluation of population-based urinary glyphosate levels on testosterone among U.S. adult men. We observed no significant associations between glyphosate and testosterone levels. 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引用次数: 1
摘要
草甘膦是全球最常用的除草剂之一。它被认为是一种内分泌干扰化学物质(EDC),可以影响包括睾酮在内的各种激素的产生和功能。睾酮是男性中一种重要的性激素,控制着性发育、功能、新陈代谢和生殖。在许多实验研究中,草甘膦与睾丸激素损伤有关;然而,在普通美国成年男性中,草甘膦暴露与睾酮之间的关系目前尚不清楚。数据来自国家健康和营养检查调查(NHANES),这是一项每年进行的、以人群为基础的横断面研究。尿中草甘膦水平被量化作为暴露的测量。从18岁以上成年男性的血清中定量测定总睾酮,血清值<300 ng/dL为睾酮水平低。采用卡方、方差分析(ANOVA)、多变量、加权线性和逻辑回归分析比较草甘膦暴露四分位数之间的社会人口学和生物学特征,确定草甘膦暴露和低睾酮的危险因素,并分析草甘膦和睾酮之间的关系。在调查加权后,共有441名成年人被纳入最终分析,代表18,345,154人。草甘膦的几何平均值为0.58 ng/mL (IQR: 0.26 ~ 0.66)。种族/民族与草甘膦暴露显著相关,白人男性草甘膦暴露的平均水平高于黑人男性(β = 0.11, p = 0.04)。将草甘膦总量建模为连续变量的分析与睾酮无显著相关性(β = 10.93, p = 0.75)。同样,当评估持续睾酮时,将尿草甘膦分类为四分位数时,没有观察到显著的关联(β = 3.46 p =。85, β = - 6.74 p =。78、β = 10.222-4四分位数分别为75)和分类睾酮(即正常/低)(OR = 2.29 95% CI [0.61,8.58], OR = 0.88 95% CI [0.18,4.08], OR = 1.14 95% CI[0.39,3.30])。我们首次对美国成年男性基于人群的尿中草甘膦水平对睾酮的影响进行了评估。我们没有观察到草甘膦和睾酮水平之间的显著关联。未来的研究有必要证实这些发现,并在前瞻性研究和暴露于高水平草甘膦的人群中测试这些关联。
Evaluation of glyphosate exposure on testosterone among U.S. adult men
ABSTRACT Glyphosate is one of the most commonly used herbicide globally. It is considered an endocrine-disrupting chemical (EDC) that can affect the production and function of various hormones including testosterone. Testosterone is an important sex hormone in men that governs sexual development, function, metabolism, and reproduction. Glyphosate has been associated with testosterone impairment in a number of experimental studies; however, the association between glyphosate exposure and testosterone among U.S. adult men in the general population is currently unknown. Data was leveraged from the National Health and Nutrition Examination Survey (NHANES), which is an annually conducted, population-based cross-sectional study. Urinary levels of glyphosate were quantified as measures of exposure. Total testosterone was quantified from the serum of adult men ages 18+, and a serum value of <300 ng/dL was used to define low testosterone. Chi-square, analysis of variance (ANOVA), and multivariable, weighted linear and logistic regression analyses were used to compare sociodemographic and biological characteristics between quartiles of glyphosate exposure, identify risk factors for glyphosate exposure and low testosterone, and to analyze the relationship between glyphosate and testosterone. A total of 441 adults were included in final analyses, representing 18,345,154 individuals after survey weighting. The geometric mean of glyphosate was 0.58 ng/mL (IQR: 0.26–0.66). Race/ethnicity was significantly associated with glyphosate exposure, where white men had higher mean glyphosate exposure compared to black men (β = 0.11, p = .04). Analysis of total glyphosate modeled as a continuous variable was not significantly associated with testosterone (β = 10.93, p = .75). Similarly, no significant associations were observed when categorizing urinary glyphosate into quartiles when evaluating continuous testosterone (β = 3.46 p = .85, β = −6.74 p = .78, β = 10.22 p = .75 for quartiles 2–4, respectively), and categorical testosterone (i.e. normal/low) (OR = 2.29 95% CI [0.61,8.58], OR = 0.88 95% CI [0.18,4.08], OR = 1.14 95% CI [0.39,3.30]) for quartiles 2–4, respectively. We present the first evaluation of population-based urinary glyphosate levels on testosterone among U.S. adult men. We observed no significant associations between glyphosate and testosterone levels. Future studies are warranted to corroborate these findings, and to test these associations in prospective studies and within populations exposed to high levels of glyphosate.