Size-Resolved PM10-Bound PFASs: Respiratory Deposition and Association with Oxidative Stress Biomarkers Among Industrial Waste Recycling Workers

The global surge in industrial waste generation has raised substantial concerns regarding occupational exposure to per- and polyfluoroalkyl substances (PFASs) and the associated adverse health effects. However, critical knowledge gaps remain regarding the relationships among size-resolved airborne particulate matter (PM)-bound PFASs, internal exposure, and early-stage health damage. We conducted a panel study at a waste recycling plant in southern China, collecting 15 size-resolved PM samples and 280 repeated first morning void urine samples from 20 workers over 45 consecutive days. Relationship between size-resolved PM-bound PFASs, internal exposure, and oxidative stress biomarkers (OSBs:8-hydroxy-2′-deoxyguanosine (8-OHdG), malondialdehyde (MDA)) were analyzed using linear mixed-effects models. Our results indicate that short-chain PFASs predominated in both matrices. Intraclass correlation coefficients (ICCs) for urinary short-chain PFASs ranged from fair to excellent (ICC > 0.4). Notably, inhalation of PFASs in PM2.1–10 correlate more strongly with internal exposure than those in PM2.1. For the first time, we observed suggestive quantitative associations between OSBs and multiple short-chain PFASs in urine. More importantly, 8-OHdG levels were mainly correlated with PFASs in PM4.7–5.8 and PM9.0–10, with each unit increase in ln-transformed average daily intake (ADI) associated with a 10.2–12.6% increase in urinary 8-OHdG levels (p < 0.05). Similarly, MDA levels were primarily associated with PFASs bound to PM5.8–9.0, with each unit increase in ln-transformed ADI corresponding to an 8.0–14.6% increase in MDA (p < 0.05). These findings are exploratory and warrant further confirmation in independent cohorts. Nevertheless, this study highlights the need for more exposure monitoring and health impact assessments regarding PM2.1–10-bound short-chain PFASs among the occupational population.

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Publication Details

Journal
Toxics
Published
2026-08-03
DOI
https://doi.org/10.3390/toxics14080682
Primary Topic
Per- and polyfluoroalkyl substances research
Type
article
Field-Weighted Citation Impact
0.00

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article

Size-Resolved PM10-Bound PFASs: Respiratory Deposition and Association with Oxidative Stress Biomarkers Among Industrial Waste Recycling Workers

Lei Zheng, Xing Li
Toxics
Per- and polyfluoroalkyl substances research
article

Size-Resolved PM10-Bound PFASs: Respiratory Deposition and Association with Oxidative Stress Biomarkers Among Industrial Waste Recycling Workers

Lei Zheng, Xing Li
article en

Abstract

The global surge in industrial waste generation has raised substantial concerns regarding occupational exposure to per- and polyfluoroalkyl substances (PFASs) and the associated adverse health effects. However, critical knowledge gaps remain regarding the relationships among size-resolved airborne particulate matter (PM)-bound PFASs, internal exposure, and early-stage health damage. We conducted a panel study at a waste recycling plant in southern China, collecting 15 size-resolved PM samples and 280 repeated first morning void urine samples from 20 workers over 45 consecutive days. Relationship between size-resolved PM-bound PFASs, internal exposure, and oxidative stress biomarkers (OSBs:8-hydroxy-2′-deoxyguanosine (8-OHdG), malondialdehyde (MDA)) were analyzed using linear mixed-effects models. Our results indicate that short-chain PFASs predominated in both matrices. Intraclass correlation coefficients (ICCs) for urinary short-chain PFASs ranged from fair to excellent (ICC > 0.4). Notably, inhalation of PFASs in PM2.1–10 correlate more strongly with internal exposure than those in PM2.1. For the first time, we observed suggestive quantitative associations between OSBs and multiple short-chain PFASs in urine. More importantly, 8-OHdG levels were mainly correlated with PFASs in PM4.7–5.8 and PM9.0–10, with each unit increase in ln-transformed average daily intake (ADI) associated with a 10.2–12.6% increase in urinary 8-OHdG levels (p < 0.05). Similarly, MDA levels were primarily associated with PFASs bound to PM5.8–9.0, with each unit increase in ln-transformed ADI corresponding to an 8.0–14.6% increase in MDA (p < 0.05). These findings are exploratory and warrant further confirmation in independent cohorts. Nevertheless, this study highlights the need for more exposure monitoring and health impact assessments regarding PM2.1–10-bound short-chain PFASs among the occupational population.

ToxicsVol. 14(8)
Jinan University (CN), Zhengzhou University (CN)
National Natural Science Foundation of China, Zhengzhou University
Industry, innovation and infrastructure
Openalex Percentile: Top 16%
Per- and polyfluoroalkyl substances research
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