Association between brominated flame retardants exposure and markers of oxidative stress in US adults: An analysis based on the National Health and Nutrition Examination Survey 2007-2016

A prospective cohort study of persistent endocrine-disrupting chemicals and perceived stress

Persistent endocrine-disrupting chemicals (EDCs) can dysregulate the stress response. We evaluated associations between persistent EDCs and perceived stress among participants in the Study of Environment, Lifestyle, and Fibroids (n = 1394), a prospective cohort study of Black women. Participants completed the Perceived Stress Scale 4 (PSS-4) at baseline and every 20 months through 60 months (score range: 0-16); higher scores indicate higher stress. Endocrine-disrupting chemicals, including per- and polyfluoroalkyl substances, polychlorinated biphenyls (PCBs), polybrominated diphenyl ethers (PBDEs), and organochlorine pesticides, were quantified in plasma samples at baseline. We fit bayesian kernel machine regression and linear mixed-effects models to estimate associations of EDCs (as a mixture and individually) with PSS-4 scores at baseline and at each follow-up visit, respectively. Increasing percentiles of the mixture were not strongly associated with PSS-4 scores at baseline, and no interactions were observed among EDCs. Several individual EDCs (eg, perfluorodecanoic acid, PCB 118, PBDE 99) were associated with higher PSS-4 scores at baseline or follow-up, and other EDCs (eg PCB 138/158) were associated with lower PSS-4 scores at baseline or follow-up. The directionality of associations for individual EDCs was inconsistent across follow-up visits. In conclusion, specific EDCs may be associated with perceived stress in Black women. This article is part of a Special Collection on Environmental Epidemiology.

Response of platelet count in the US population following exposure to BDEs and BB: A cross-sectional analysis of database of NHANES (2007-2016)

Brominated flame retardants (BFRs) are environmental pollutants linked to health risks, including increased platelet (PLT) levels that may elevate the risk of thrombosis and cardiovascular diseases. This study examined the association between BFR exposure and PLT levels among 5831 adult participants from the National Health and Nutrition Examination Survey (NHANES) (2007-2016). Of the 12 BFRs analyzed, BB153, BDE17, BDE85, BDE154, BDE183, and BDE209 showed significant positive correlations with PLT levels (p < 0.05), with BDE17 demonstrating the strongest correlation (Spearman's coefficient = 0.122). After adjusting for confounders, all BFRs except BDE153 remained significantly associated with elevated PLT levels. Restricted cubic spline analysis indicated varying associations, with BDE99, BDE183, and BDE209 showing an "S"-shaped relationship, while BB153, BDE17, and BDE66 presented an inverted "J"-shaped relationship. BDE153 exhibited a "U"-shaped relationship with PLT level. Both weighted quantile sum regression and quantile-based g-computation confirmed that BFR mixtures positively correlated with PLT levels, with BDE17 as the most significant contributor. Our findings suggest that BFR exposure is associated with increased PLT levels, indicating a potential risk for thrombosis and related cardiovascular conditions.

Analysis of brominated flame retardants exposure-associated chronic kidney disease risk in the US population from the NHANES

BACKGROUND

Exposure to brominated flame retardants (BFRs) may contribute the advancement of chronic kidney disease (CKD). The objective is to evaluate the renal effects of BFRs in patients with CKD.

METHODS

Totally 7235 US participants of whom 1187 (16.41 %) were diagnosed with CKD were screened for this investigation from the National Health and Nutrition Examination Survey (NHANES) database spanning from 2005 to 2016. The isotope dilution gas chromatography high-resolution mass spectrometry (GC/IDHRMS) was employed for identification of 11 polybrominated diphenyl ethers (PBDEs) and PBB153 serving as the exposure factor. A set of covariates concerning basic characteristics, renal function indicators and suffering from diseases of these participants was considered as potential confounding factors. Subgroup analyses to examine the impact of age and gender on the relationship between serum BFRs and CKD, estimated glomerular filtration rate (eGFR), urinary albumin-to-creatinine ratio (UACR), serum creatinine (Scr), and blood urea nitrogen (BUN). Weighted Quantile Sum (WQS) regression and Quantile G-computation (QGC) analyses were applied to identify relationship of individual BFRs and other anthropometric indicators in CKD.

RESULTS

After adjusting for available confounding factors, PBDE100, PBDE28, PBDE85, PBDE47, PBDE99, and PBDE154 were positively correlated with CKD. PBDE28, PBDE66, PBDE47, PBDE183, PBDE100, PBDE99, PBDE85, PBDE154, and PBB153 were significantly negatively correlated with eGFR. PBDE66 and PBDE183 were positively correlated with UACR. PBDE28, PBDE17, PBDE66, PBDE100, PBDE47, PBDE85, PBDE154, PBDE99, PBDE183 and PBB153 were positively correlated with Scr. PBDE17, PBDE28, PBDE154, PBDE66, PBDE47, PBDE99, and PBDE209 were negatively associated with BUN. PBB153 was positively correlated with BUN. The subgroup results gender and age are key factors affecting the relationship of PBDEs and renal function indicators. Both WQS and QGS analyses revealed that exposure to mixed BFR was negatively correlated with eGFR and BUN, of which PBB153 and PBDE66 contributed the most, respectively, as well as positively correlated with Scr, in which PBDE66 contributed the most.

CONCLUSION

Specific BFRs exposure was significantly correlated with renal function indicators, enhancing the potential risk of CKD. This pioneer investigation shed light on an overlooked impact of BFR exposure on CKD in US.

The association between brominated flame retardants exposure with bone mineral density in US adults: A cross-sectional study of the national health and nutrition examination survey (NHANES) 2005-2014

BACKGROUND AND AIMS

Exposure to brominated flame retardants (BFRs) has been widely confirmed to impair the normal functioning of the human body system. However, there is a paucity of study on the effects of serum BFRs on bone mineral density (BMD). This study aims to investigate the relationship between exposure to BFRs and BMD in a nationally representative sample of U.S. adults.

METHODS

3079 participants aged between 20 and 80 years with complete data were included in the study. Serum levels of BFRs were measured using automated liquid-liquid extraction and subsequent sample clean-up. The BMD of all participants were assessed by DXA examinations. Generalize linear model, Restricted cubic spline (RCS), subgroup, weighted quantile sum (WQS) and bayesian kernel machine regression (BKMR) were used to estimate the association between serum BFRs and BMD.

RESULTS

Multivariate linear regression analyses revealed that, after adjusting for covariates, PBB153 was significantly associated with TF-BMD (β = 0.0177, 95%CI: 0.0103-0.0252), FN-BMD (β = 0.009, 95%CI: 0.0036-0.0145), TS-BMD (β = 0.0081, 95%CI: 0.0013-0.015) and L1-BMD (β = 0.0144, 95%CI: 0.0075-0.0213). However, the associations lose their statistical significance after further adjustment for sex. BFRs exhibited S-shaped or line-plateau dose-response curves with BMD. In subgroup analyses, BFRs were significantly associated with BMD in participants who were younger than 55 years, female, overweight (BMI >25 kg/m2), and less alcohol consumption. In WQS and BKMR analyses, the effects of BFRs mixtures on BMD differed by sex, and PBDE153, PBDE209 and PBB153 had the highest weights in the WQS regression model.

CONCLUSION

This study showed that serum BFRs negatively predicted BMD in men, but not in women or the general population. PBDE153, PBDE209, and PBB153 were significant BMD factors, especially in younger, overweight, and less alcohol consumption individuals.

Synergistic Effects of Nutrients on Musculoskeletal Health in Gerontology: Understanding the Combined Impact of Macronutrients and Micronutrients

With the global aging population, addressing prevalent age-related conditions such as osteoporosis and sarcopenia is crucial. Traditional nutritional strategies focusing on single nutrients like calcium, vitamin D, or protein have limitations, prompting a nuanced exploration of the relationship between aging, nutrition, and musculoskeletal health. This cross-sectional study examines the complex interplay between dietary intake of macronutrients, common micronutrients, and water, as well as their association with musculoskeletal health in adults aged 50 to 80 years, using U.S. National Health and Nutrition Examination Survey data (NHANES). Employing multiple linear regression, restricted cubic splines, weighted quantile sum (WQS), and quantile-based g-computation (QGC) regression models, our initial analysis using the WQS model revealed that a one-quartile increase in mixed macronutrient intake was associated with a significant 0.009 unit increase in bone mineral density (BMD) and a 0.670 unit increase in grip strength, while a similar increase in mixed micronutrient intake showed a 0.007 unit increase in BMD and a 0.442 unit increase in grip strength. Our findings highlight the importance of a balanced dietary approach in promoting musculoskeletal health in the elderly, offering holistic strategies for overall well-being.

Single and combined association between brominated flame retardants and cardiovascular disease: a large-scale cross-sectional study

Introduction

The single and combined association between brominated flame retardants (BFRs) and cardiovascular diseases (CVD) has remained unelucidated. This research aimed at exploring the associations between mixture of BFRs and CVD.

Methods

This research encompassed adult participants from the National Health and Nutrition Examination Survey in 2005-2016. The weighted quantile sum (WQS) model and quantile g-computation (QGC) model were applied to examine the combined effects of BFRs mixture on CVD.

Results

In this research, overall 7,032 individuals were included. In comparison with the lowest quartile, the highest quartile of PBB153 showed a positive association with CVD, with odds ratio (OR) values and 95% confidence intervals (CI) of 19.2 (10.9, 34.0). Furthermore, the acquired data indicated that PBB153 (OR: 1.23; 95% CI: 1.02, 1.49), PBB99 (OR: 1.29; 95% CI: 1.06, 1.58), and PBB154 (OR: 1.29; 95% CI: 1.02, 1.63) were linked to congestive heart failure. PBB153 was also related to coronary heart disease (OR: 1.29; 95% CI: 1.06, 1.56). Additionally, a positive correlation between the BFRs mixture and CVD (positive model: OR: 1.23; 95% CI: 1.03, 1.47) was observed in the weighted quantile sum (WQS) model and the quantile g-computation (QGC) model.

Discussion

Therefore, exposure to BFRs has been observed to heighten the risk of cardiovascular disease in US adults, particularly in the case of PBB153. Further investigation is warranted through a large-scale cohort study to validate and strengthen these findings.

Effect of brominated flame retardants exposure on liver function and the risk of non-alcoholic fatty liver disease in the US population

BACKGROUND

The relationship between brominated flame retardants (BFRs) exposure and the human liver was still not well understood.

METHODS

A total of 3108 participants (age > 12) from the National Health and Nutrition Examination Survey (NHANES) database spanning from 2005 to 2016 were included as the study population, with nine BFRs exhibiting a detection rate of over 70% serving as the exposure factor. The singular effects and combined effects of BFRs exposure on liver injury, non-alcoholic fatty liver disease (NAFLD), and advanced hepatic fibrosis (AHF) were evaluated separately. Finally, COX regression was employed to explore the hazard ratios associated with individual BFRs.

RESULTS

In our analysis of individual exposures, we found significant positive association of PBB153 with alanine aminotransferase (ALT), PBB153 with aspartate aminotransferase (AST), PBDE47, PBDE85, PBDE99, PBDE100, and PBDE154 with alkaline phosphatase (ALP), PBDE28 and PBB153 with gamma-glutamyl transaminase (GGT), PBB153 with the risk of NAFLD and AHF; and significant negative association of PBB153 with ALP, PBDE28, PBDE47, PBDE99, PBDE100, PBDE85, PBDE209, and PBDE154 with albumin (ALB), PBB153 with AST/ALT. The nonlinear analysis results from Restricted Cubic Spline (RCS) further validated these associations (all P<0.05). In the mixed analysis combining Weighted Quantile Sum (WQS) regression and Quantile G-computation (QGC) analysis, BFRs were positively associated with ALT (β>0, P<0.001), GGT (β>0, P<0.001), and the risk of NAFLD (OR>1, P=0.007). Conversely, BFRs exhibited significant negative correlations with ALP (β<0, P<0.001), ALB (β<0, P<0.001), and AST/ALT (β<0, P<0.001). Furthermore, the COX regression analysis revealed that PBB153 had the highest hazard ratio among the BFRs.

CONCLUSIONS

BFR exposure may increase the risk of liver injury and NAFLD, with no significant association with AHF risk. The impact of BFR exposure on liver health should not be overlooked, especially in individuals residing in impoverished areas.