Evidence mapPaperPMID 40148862Full record

ArticleLipids in health and disease2025

Association between exposure to brominated flame retardants (BFRs) and blood lipid profiles in American adults: a cross-sectional study.

Yuxuan Wang, Zhihao Zhang, Nana Shen, Xiaoying Qi, Hao Li, Futong Wu, Zhongze Zhu, Jiarui Liu, Hongfei Xiang

Abstract read
In one paragraph

Article in Lipids in health and disease, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Yuxuan Wang *Department of Ophthalmology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China.
Zhihao Zhang *Department of Spine Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China.
Nana ShenDepartment of Rehabilitation, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China.
Xiaoying QiDepartment of Gynecology, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China.
Hao LiDepartment of Spine Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China.
Futong WuDepartment of Spine Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China.
Zhongze ZhuDepartment of Spine Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China.
Jiarui LiuDepartment of Spine Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China.
Hongfei XiangDepartment of Spine Surgery, The Affiliated Hospital of Qingdao University, Qingdao, Shandong, 266000, China. xianghf@qdu.edu.cn.

Funding

National Natural Science Foundation of China 82172478Shandong Higher Education Young Science and Technology Support Program 2021KJ048the Young Taishan Scholars Program tsqn201909190
6 · The paper itself

Abstract

backgroundExposure to brominated flame retardants (BFRs) has been linked to alterations in human metabolism and disease processes. However, the relationship between BFR exposure and blood lipid levels remains unclear. This study aimed to investigate the potential association between BFR exposure and blood lipid profiles in American adults.

methodsA cross-sectional study was conducted using data from the National Health and Nutrition Examination Survey (NHANES) 2005-2016. Serum concentrations of twelve BFRs, PBB153 and eleven polybrominated diphenyl ethers (PBDEs), were quantified using isotope dilution gas chromatography/high-resolution mass spectrometry (GC/HRMS). Blood lipid levels, including total cholesterol (TC) and high-density lipoprotein cholesterol (HDL-C) were measured enzymatically. The Friedewald equation was used to determine low-density lipoprotein cholesterol (LDL-C): [LDL-C] = [TC] - [HDL-C] - [TG/5]. Remnant cholesterol (RC) was calculated using the formula: [RC] = [TC] - [HDL-C] - [LDL-C]. Multivariable regression analyses were applied to examine the associations between individual BFRs and TC, HDL-C, LDL-C, and RC. The overall associations of BFR mixtures with blood lipids were evaluated using quantile g-computation (QGC) analyses and weighted quantile sum (WQS) regression. In order to identify potential gender-specific differences, stratified mixture analyses were performed by gender.

resultsA total of 3,154 eligible participants were included. Nine BFRs with a detection rate greater than 70% were included in the analysis. Individually, PBB153, PBDE209, PBDE153, and PBDE28 were positively associated with TC and RC after adjusted all covariates. Furthermore, PBB153, PBDE209, and PBDE153 were positively associated with LDL-C. No association was found between individual BFR and HDL-C. WQS and QGC analyses confirmed that BFR mixtures were positively associated with TC, LDL-C, and RC.

conclusionThis study demonstrates that BFR exposure is associated with increased levels of TC, LDL-C, and RC, indicating an elevated risk of dyslipidemia and cardiovascular diseases.

Indexed as

Environmental ExposureFlame RetardantsHalogenated Diphenyl EthersLipidsAdultAgedCholesterol, HDLCholesterol, LDLCross-Sectional StudiesFemaleHumansMaleMiddle AgedNutrition SurveysTriglyceridesUnited StatesCholesterol, HDLCholesterol, LDLFlame RetardantsHalogenated Diphenyl EthersLipidsTriglycerides

Identifiers

PMID40148862
PMCPMC11948727

What Socratic holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.