Christine Kim, Amber L Cathey, Deborah J Watkins, Bhramar Mukherjee, Zaira Y Rosario-Pabón, Carmen M Vélez-Vega, Akram N Alshawabkeh, José F Cordero, John D Meeker
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We measured concentrations of 11 metals using inductively coupled plasma mass spectrometry (ICP-MS). From the blood samples, CRP and CAMs intercellular adhesion molecule (ICAM) and vascular cell adhesion molecule (VCAM) were also quantified using a customized Luminex assay. Linear-mixed effects models (LMEs) were used to regress CRP and CAMs on metals and included random intercepts for study participants to account for correlated repeated outcome measures. Fetal sex and visit effects were estimated using interaction terms between metal exposure variables and fetal sex, as well as visit indicators, respectively.</p><p><strong>Results: </strong>We observed significant positive associations between nickel and CRP (Δ: 7.04, 95% CI = 0.75, 13.73) and between lead and VCAM (Δ: 4.57, 95% CI = 1.36, 7.89). The positive associations were mainly driven by mothers carrying male fetuses. We also observed various visit-specific associations. The significant associations between metals and CRP were predominantly driven by visit 3; however, the significant associations between metals and VCAM were mainly driven by visit 1.</p><p><strong>Conclusion: </strong>Certain maternal blood metal levels were significantly associated with CRP and CAMs and most of these associations were differentially driven by fetal sex, as well as by timing in pregnancy. Future studies should further explore metal-CRP/CAMs associations for a better understanding of the underlying mechanism of metal-induced adverse birth outcomes.</p>","PeriodicalId":11713,"journal":{"name":"Environmental Epidemiology","volume":null,"pages":null},"PeriodicalIF":3.3000,"publicationDate":"2022-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374188/pdf/","citationCount":"1","resultStr":"{\"title\":\"Maternal blood metal concentrations are associated with C-reactive protein and cell adhesion molecules among pregnant women in Puerto Rico.\",\"authors\":\"Christine Kim, Amber L Cathey, Deborah J Watkins, Bhramar Mukherjee, Zaira Y Rosario-Pabón, Carmen M Vélez-Vega, Akram N Alshawabkeh, José F Cordero, John D Meeker\",\"doi\":\"10.1097/EE9.0000000000000214\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>Studies have revealed a link between aberrant levels of maternal C-reactive protein (CRP) and cell adhesion molecules (CAMs) with adverse birth outcomes. Some epidemiologic studies have indicated that long-term metal exposures can modulate the levels of CRP and CAMs, but the associations between prenatal metal exposures and the levels of CRP and CAMs have yet to be studied more extensively. In this study, we assessed associations between maternal blood metal levels and CRP/CAMs among 617 pregnant women in the Puerto Rico PROTECT birth cohort.</p><p><strong>Methods: </strong>Blood samples were collected from participants at 16-20 (visit 1) and 24-28 (visit 3) weeks gestation. We measured concentrations of 11 metals using inductively coupled plasma mass spectrometry (ICP-MS). From the blood samples, CRP and CAMs intercellular adhesion molecule (ICAM) and vascular cell adhesion molecule (VCAM) were also quantified using a customized Luminex assay. Linear-mixed effects models (LMEs) were used to regress CRP and CAMs on metals and included random intercepts for study participants to account for correlated repeated outcome measures. Fetal sex and visit effects were estimated using interaction terms between metal exposure variables and fetal sex, as well as visit indicators, respectively.</p><p><strong>Results: </strong>We observed significant positive associations between nickel and CRP (Δ: 7.04, 95% CI = 0.75, 13.73) and between lead and VCAM (Δ: 4.57, 95% CI = 1.36, 7.89). The positive associations were mainly driven by mothers carrying male fetuses. We also observed various visit-specific associations. The significant associations between metals and CRP were predominantly driven by visit 3; however, the significant associations between metals and VCAM were mainly driven by visit 1.</p><p><strong>Conclusion: </strong>Certain maternal blood metal levels were significantly associated with CRP and CAMs and most of these associations were differentially driven by fetal sex, as well as by timing in pregnancy. 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引用次数: 1
摘要
研究揭示了母体c反应蛋白(CRP)和细胞粘附分子(CAMs)异常水平与不良出生结局之间的联系。一些流行病学研究表明,长期金属暴露可以调节CRP和CAMs的水平,但产前金属暴露与CRP和CAMs水平之间的关系尚未得到更广泛的研究。在这项研究中,我们评估了波多黎各PROTECT出生队列中617名孕妇的母亲血金属水平与CRP/ cam之间的关系。方法:在妊娠16-20周(第1次访问)和24-28周(第3次访问)采集血样。我们用电感耦合等离子体质谱(ICP-MS)测量了11种金属的浓度。从血液样本中,CRP和cam细胞间粘附分子(ICAM)和血管细胞粘附分子(VCAM)也使用定制的Luminex测定法进行定量。线性混合效应模型(LMEs)用于回归CRP和金属上的cam,并包括研究参与者的随机截点,以解释相关的重复结果测量。利用金属暴露变量和胎儿性别之间的相互作用项,以及访问指标,分别估计胎儿性别和访问效应。结果:我们观察到镍和CRP (Δ: 7.04, 95% CI = 0.75, 13.73)以及铅和VCAM (Δ: 4.57, 95% CI = 1.36, 7.89)之间存在显著的正相关。这种积极的联系主要是由携带男性胎儿的母亲推动的。我们还观察到不同的访问特异性关联。金属和CRP之间的显著关联主要是由第3次访问驱动的;然而,金属与VCAM之间的显著关联主要是由访问1驱动的。结论:某些母体血金属水平与CRP和CAMs有显著相关性,且这些相关性主要受胎儿性别和妊娠时间的影响。未来的研究应进一步探索金属- crp /CAMs的关联,以更好地了解金属诱导不良出生结局的潜在机制。
Maternal blood metal concentrations are associated with C-reactive protein and cell adhesion molecules among pregnant women in Puerto Rico.
Studies have revealed a link between aberrant levels of maternal C-reactive protein (CRP) and cell adhesion molecules (CAMs) with adverse birth outcomes. Some epidemiologic studies have indicated that long-term metal exposures can modulate the levels of CRP and CAMs, but the associations between prenatal metal exposures and the levels of CRP and CAMs have yet to be studied more extensively. In this study, we assessed associations between maternal blood metal levels and CRP/CAMs among 617 pregnant women in the Puerto Rico PROTECT birth cohort.
Methods: Blood samples were collected from participants at 16-20 (visit 1) and 24-28 (visit 3) weeks gestation. We measured concentrations of 11 metals using inductively coupled plasma mass spectrometry (ICP-MS). From the blood samples, CRP and CAMs intercellular adhesion molecule (ICAM) and vascular cell adhesion molecule (VCAM) were also quantified using a customized Luminex assay. Linear-mixed effects models (LMEs) were used to regress CRP and CAMs on metals and included random intercepts for study participants to account for correlated repeated outcome measures. Fetal sex and visit effects were estimated using interaction terms between metal exposure variables and fetal sex, as well as visit indicators, respectively.
Results: We observed significant positive associations between nickel and CRP (Δ: 7.04, 95% CI = 0.75, 13.73) and between lead and VCAM (Δ: 4.57, 95% CI = 1.36, 7.89). The positive associations were mainly driven by mothers carrying male fetuses. We also observed various visit-specific associations. The significant associations between metals and CRP were predominantly driven by visit 3; however, the significant associations between metals and VCAM were mainly driven by visit 1.
Conclusion: Certain maternal blood metal levels were significantly associated with CRP and CAMs and most of these associations were differentially driven by fetal sex, as well as by timing in pregnancy. Future studies should further explore metal-CRP/CAMs associations for a better understanding of the underlying mechanism of metal-induced adverse birth outcomes.