Lauren Y M Middleton, Erika Walker, Scarlet Cockell, John Dou, Vy K Nguyen, Mitchell Schrank, Chirag J Patel, Erin B Ware, Justin A Colacino, Sung Kyun Park, Kelly M Bakulski
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Chemicals with at least 50% of measures above the lower limit of detection were included (n<sub>chemicals</sub> = 147, n<sub>classes</sub>=14). We tested for associations between chemical concentrations and cognition using parallel survey-weighted multivariable linear regression models adjusted for age, sex, race/ethnicity, education, smoking status, fish consumption, cycle year, urinary creatinine, and cotinine. Participants with at least one chemical measurement (<i>n</i> = 4982) were mean age 69.8 years, 55.0% female, 78.2% non-Hispanic White, and 77.0% at least high school educated. The mean DSST score was 50.4 (standard deviation (SD)=17.4). In adjusted analyses, 5 of 147 exposures were associated with DSST at <i>P</i>-value <.01. Notably, a SD increase in log<sub>2</sub>-scaled cotinine concentration was associated with 2.71 points lower DSST score (95% CI -3.69, -1.73). A SD increase in log<sub>2</sub>-scaled urinary tungsten concentration was associated with 1.34 points lower DSST score (95% CI -2.11, -0.56). Exposure to environmental chemicals, particularly metals and tobacco smoke, may be modifiable factors for cognition among older adults.</p>","PeriodicalId":73005,"journal":{"name":"Exposome","volume":"5 1","pages":"osaf002"},"PeriodicalIF":0.0000,"publicationDate":"2025-01-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11805339/pdf/","citationCount":"0","resultStr":"{\"title\":\"Exposome-wide association study of cognition among older adults in the National Health and Nutrition Examination Survey.\",\"authors\":\"Lauren Y M Middleton, Erika Walker, Scarlet Cockell, John Dou, Vy K Nguyen, Mitchell Schrank, Chirag J Patel, Erin B Ware, Justin A Colacino, Sung Kyun Park, Kelly M Bakulski\",\"doi\":\"10.1093/exposome/osaf002\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Cognitive impairment among older adults is a growing public health challenge and environmental chemicals may be modifiable risk factors. A wide array of chemicals has not yet been tested for association with cognition in an environment-wide association framework. In the US National Health and Nutrition Examination Survey (NHANES) 1999-2000 and 2011-2014 cross-sectional cycles, cognition was assessed using the Digit Symbol Substitution Test (DSST, scores 0-117) among participants aged 60 years and older. Concentrations of environmental chemicals measured in blood or urine were log<sub>2</sub> transformed and standardized. Chemicals with at least 50% of measures above the lower limit of detection were included (n<sub>chemicals</sub> = 147, n<sub>classes</sub>=14). We tested for associations between chemical concentrations and cognition using parallel survey-weighted multivariable linear regression models adjusted for age, sex, race/ethnicity, education, smoking status, fish consumption, cycle year, urinary creatinine, and cotinine. Participants with at least one chemical measurement (<i>n</i> = 4982) were mean age 69.8 years, 55.0% female, 78.2% non-Hispanic White, and 77.0% at least high school educated. The mean DSST score was 50.4 (standard deviation (SD)=17.4). In adjusted analyses, 5 of 147 exposures were associated with DSST at <i>P</i>-value <.01. Notably, a SD increase in log<sub>2</sub>-scaled cotinine concentration was associated with 2.71 points lower DSST score (95% CI -3.69, -1.73). A SD increase in log<sub>2</sub>-scaled urinary tungsten concentration was associated with 1.34 points lower DSST score (95% CI -2.11, -0.56). Exposure to environmental chemicals, particularly metals and tobacco smoke, may be modifiable factors for cognition among older adults.</p>\",\"PeriodicalId\":73005,\"journal\":{\"name\":\"Exposome\",\"volume\":\"5 1\",\"pages\":\"osaf002\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-01-28\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11805339/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Exposome\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1093/exposome/osaf002\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"2025/1/1 0:00:00\",\"PubModel\":\"eCollection\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Exposome","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1093/exposome/osaf002","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/1/1 0:00:00","PubModel":"eCollection","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
摘要
老年人的认知障碍是一个日益严重的公共卫生挑战,环境化学品可能是可改变的风险因素。在环境范围内的关联框架中,尚未对一系列化学物质与认知的关联进行测试。在美国国家健康与营养调查(NHANES) 1999-2000年和2011-2014年的横截面周期中,使用数字符号替代测试(DSST,得分0-117)评估60岁及以上参与者的认知能力。血液或尿液中测量的环境化学物质的浓度进行了log2转换和标准化。至少有50%的措施高于检测下限的化学品被包括在内(nchemicals = 147, nclasses=14)。我们使用平行调查加权多变量线性回归模型对年龄、性别、种族/民族、教育程度、吸烟状况、鱼类消费、周期年、尿肌酐和可替宁进行校正,检验化学物质浓度与认知之间的关系。至少有一种化学测量的参与者(n = 4982)平均年龄为69.8岁,55.0%为女性,78.2%为非西班牙裔白人,77.0%为高中以上学历。平均DSST评分为50.4(标准差(SD)=17.4)。在校正分析中,147例暴露中有5例与p值2标度可替宁浓度下DSST评分降低2.71分相关(95% CI -3.69, -1.73)。log2标度尿钨浓度的SD升高与DSST评分降低1.34分相关(95% CI -2.11, -0.56)。暴露于环境化学物质,特别是金属和烟草烟雾,可能是老年人认知能力的可改变因素。
Exposome-wide association study of cognition among older adults in the National Health and Nutrition Examination Survey.
Cognitive impairment among older adults is a growing public health challenge and environmental chemicals may be modifiable risk factors. A wide array of chemicals has not yet been tested for association with cognition in an environment-wide association framework. In the US National Health and Nutrition Examination Survey (NHANES) 1999-2000 and 2011-2014 cross-sectional cycles, cognition was assessed using the Digit Symbol Substitution Test (DSST, scores 0-117) among participants aged 60 years and older. Concentrations of environmental chemicals measured in blood or urine were log2 transformed and standardized. Chemicals with at least 50% of measures above the lower limit of detection were included (nchemicals = 147, nclasses=14). We tested for associations between chemical concentrations and cognition using parallel survey-weighted multivariable linear regression models adjusted for age, sex, race/ethnicity, education, smoking status, fish consumption, cycle year, urinary creatinine, and cotinine. Participants with at least one chemical measurement (n = 4982) were mean age 69.8 years, 55.0% female, 78.2% non-Hispanic White, and 77.0% at least high school educated. The mean DSST score was 50.4 (standard deviation (SD)=17.4). In adjusted analyses, 5 of 147 exposures were associated with DSST at P-value <.01. Notably, a SD increase in log2-scaled cotinine concentration was associated with 2.71 points lower DSST score (95% CI -3.69, -1.73). A SD increase in log2-scaled urinary tungsten concentration was associated with 1.34 points lower DSST score (95% CI -2.11, -0.56). Exposure to environmental chemicals, particularly metals and tobacco smoke, may be modifiable factors for cognition among older adults.