{"title":"2011-2018年NHANES调查中成年人暴露于OPE与类风湿性关节炎风险之间的关系","authors":"Sneha Singh, Elsa Pirouz, Amir Shahmoradi","doi":"arxiv-2409.00745","DOIUrl":null,"url":null,"abstract":"Rheumatoid arthritis (RA) has an intricate etiology that includes\nenvironmental factors as well as genetics. Organophosphate esters (OPEs) are\nfrequently used as chemical additives in many personal care products and\nhousehold items. However, there has been limited research on their potential\neffects on rheumatoid arthritis (RA). The specific associations between OPEs\nand RA remain largely unexplored. This study investigates any potential\nassociations between adult rheumatoid arthritis risk and exposure to OPEs. We\ninvestigated data from the National Health and Nutrition Examination Survey\n(NHANES) 2011-2018 among participants over 20 years old. In two models,\nmultivariable logistic regression was utilized to investigate the relationship\nbetween exposure to OPEs and RA. Furthermore, subgroup analyses stratified by\nage, gender, and dose exposure response were evaluated. Generalized additive\nmodels and smooth curve fits were used to characterize the nonlinear\nrelationship between RA and OPEs. In conclusion, 5490 individuals (RA: 319,\nNon-RA: 5171) were analyzed. Higher quantiles (Q4) of DPHP and DBUP showed a\nhigher prevalence of RA than the lowest quantiles. Our findings show that adult\nRA prevalence is higher in those who have been exposed to OPEs (DPHP, DBUP).\nThese correlations seem to be stronger among women, the elderly, those with\nhigher BMIs, and those who have diabetes. The dose-response curve for DPHP and\nDBUP demonstrated an upward-sloping trend. In contrast, BCEP and BCPP showed a\nU-shaped relationship and an inverted U-shaped relationship with the\nprobability of RA. BDCPP demonstrates a complex relationship with a peak at\nlower concentrations followed by a decrease. Our study concludes that exposure\nto OPEs plays a crucial role in the pathogenesis of RA.","PeriodicalId":501266,"journal":{"name":"arXiv - QuanBio - Quantitative Methods","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Associations between exposure to OPEs and rheumatoid arthritis risk among adults in NHANES, 2011-2018\",\"authors\":\"Sneha Singh, Elsa Pirouz, Amir Shahmoradi\",\"doi\":\"arxiv-2409.00745\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Rheumatoid arthritis (RA) has an intricate etiology that includes\\nenvironmental factors as well as genetics. Organophosphate esters (OPEs) are\\nfrequently used as chemical additives in many personal care products and\\nhousehold items. However, there has been limited research on their potential\\neffects on rheumatoid arthritis (RA). The specific associations between OPEs\\nand RA remain largely unexplored. This study investigates any potential\\nassociations between adult rheumatoid arthritis risk and exposure to OPEs. We\\ninvestigated data from the National Health and Nutrition Examination Survey\\n(NHANES) 2011-2018 among participants over 20 years old. In two models,\\nmultivariable logistic regression was utilized to investigate the relationship\\nbetween exposure to OPEs and RA. Furthermore, subgroup analyses stratified by\\nage, gender, and dose exposure response were evaluated. Generalized additive\\nmodels and smooth curve fits were used to characterize the nonlinear\\nrelationship between RA and OPEs. In conclusion, 5490 individuals (RA: 319,\\nNon-RA: 5171) were analyzed. Higher quantiles (Q4) of DPHP and DBUP showed a\\nhigher prevalence of RA than the lowest quantiles. Our findings show that adult\\nRA prevalence is higher in those who have been exposed to OPEs (DPHP, DBUP).\\nThese correlations seem to be stronger among women, the elderly, those with\\nhigher BMIs, and those who have diabetes. The dose-response curve for DPHP and\\nDBUP demonstrated an upward-sloping trend. In contrast, BCEP and BCPP showed a\\nU-shaped relationship and an inverted U-shaped relationship with the\\nprobability of RA. BDCPP demonstrates a complex relationship with a peak at\\nlower concentrations followed by a decrease. 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引用次数: 0
摘要
类风湿性关节炎(RA)的病因错综复杂,包括环境因素和遗传因素。有机磷酸酯(OPEs)是许多个人护理产品和家居用品中经常使用的化学添加剂。然而,有关它们对类风湿性关节炎(RA)潜在影响的研究却十分有限。OPE 与类风湿性关节炎之间的具体关联在很大程度上仍未得到探讨。本研究调查了成人类风湿性关节炎风险与暴露于 OPE 之间的潜在关联。我们调查了 2011-2018 年美国国家健康与营养调查(NHANES)中 20 岁以上参与者的数据。在两个模型中,我们利用多变量逻辑回归研究了暴露于OPE与RA之间的关系。此外,还评估了按年龄、性别和剂量暴露反应分层的亚组分析。使用广义加法模型和平滑曲线拟合来描述 RA 与 OPE 之间的非线性关系。最后,对 5490 人(RA:319 人,非 RA:5171 人)进行了分析。DPHP和DBUP的较高量值(Q4)比最低量值显示出更高的RA患病率。我们的研究结果表明,接触过 OPEs(DPHP、DBUP)的人群中,成人 RA 患病率较高;女性、老年人、体重指数(BMI)较高的人群和糖尿病患者的相关性似乎更强。DPHP 和 DBUP 的剂量反应曲线呈上升趋势。相比之下,BCEP 和 BCPP 与发生 RA 的概率呈 U 型关系和倒 U 型关系。BDCPP 显示出一种复杂的关系,在浓度较低时达到峰值,随后下降。我们的研究得出结论,暴露于 OPEs 在 RA 的发病机制中起着至关重要的作用。
Associations between exposure to OPEs and rheumatoid arthritis risk among adults in NHANES, 2011-2018
Rheumatoid arthritis (RA) has an intricate etiology that includes
environmental factors as well as genetics. Organophosphate esters (OPEs) are
frequently used as chemical additives in many personal care products and
household items. However, there has been limited research on their potential
effects on rheumatoid arthritis (RA). The specific associations between OPEs
and RA remain largely unexplored. This study investigates any potential
associations between adult rheumatoid arthritis risk and exposure to OPEs. We
investigated data from the National Health and Nutrition Examination Survey
(NHANES) 2011-2018 among participants over 20 years old. In two models,
multivariable logistic regression was utilized to investigate the relationship
between exposure to OPEs and RA. Furthermore, subgroup analyses stratified by
age, gender, and dose exposure response were evaluated. Generalized additive
models and smooth curve fits were used to characterize the nonlinear
relationship between RA and OPEs. In conclusion, 5490 individuals (RA: 319,
Non-RA: 5171) were analyzed. Higher quantiles (Q4) of DPHP and DBUP showed a
higher prevalence of RA than the lowest quantiles. Our findings show that adult
RA prevalence is higher in those who have been exposed to OPEs (DPHP, DBUP).
These correlations seem to be stronger among women, the elderly, those with
higher BMIs, and those who have diabetes. The dose-response curve for DPHP and
DBUP demonstrated an upward-sloping trend. In contrast, BCEP and BCPP showed a
U-shaped relationship and an inverted U-shaped relationship with the
probability of RA. BDCPP demonstrates a complex relationship with a peak at
lower concentrations followed by a decrease. Our study concludes that exposure
to OPEs plays a crucial role in the pathogenesis of RA.