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Ecotoxicology and Human Environmental Health
Phthalate Metabolites, Hydroxy-Polycyclic Aromatic Hydrocarbons, and Bisphenol Analogues in Bovine Urine Collected from China, India, and the United States Hongkai Zhu, Lei Wang, Chunguang Liu, Zachary Stryker, Bommanna G. Loganathan, and Kurunthachalam Kannan Environ. Sci. Technol., Just Accepted Manuscript • Publication Date (Web): 03 Sep 2019 Downloaded from pubs.acs.org on September 3, 2019
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Phthalate Metabolites, Hydroxy-Polycyclic Aromatic Hydrocarbons, and
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Bisphenol Analogues in Bovine Urine Collected from China, India, and the
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United States
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Hongkai Zhu,† Lei Wang,‡ Chunguang Liu,‡ Zachary Stryker,†
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Bommanna G. Loganathan,§ and Kurunthachalam Kannan*,†,#
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†Wadsworth
Center, New York State Department of Health, and Department of Environmental
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Health Sciences, School of Public Health, State University of New York at Albany, Empire State
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Plaza, P.O. Box 509, Albany, New York 12201-0509, United States
10 11 12 13 14 15
‡MOE
Key Laboratory of Pollution Processes and Environmental Criteria, College of
Environmental Science and Engineering, Nankai University, Tianjin 300350, China §Department
of Chemistry and Watershed Studies Institute, Murray State University, 1201 Jesse
D. Jones Hall, Murray, Kentucky 42071-3300, United States #Biochemistry
Department, Faculty of Science and Experimental Biochemistry Unit, King Fahd
Medical Research Center, King Abdulaziz University, Jeddah 21589, Saudi Arabia
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*Corresponding author at: Wadsworth Center, Empire State Plaza, P.O. Box 509, Albany, New
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York 12201-0509, United States
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Fax: +1 518 473 2895
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E-mail:
[email protected] (K. Kannan)
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Submitted to: Environmental Science & Technology
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Graphical Abstract
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ABSTRACT
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Human exposure to endocrine-disrupting chemicals (EDCs) has aroused considerable public
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concern over the last three decades. Nevertheless, little is known with regard to the exposure of
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EDCs in farm animals. In this study, concentrations of 22 phthalate metabolites (PhMs), 15
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hydroxylated polycyclic aromatic hydrocarbons (OH-PAHs), and 8 bisphenols (BPs) were
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determined in 183 bovine urine samples collected from China, India, and the United States. The
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median concentrations of urinary PhMs, OH-PAHs, and BPs in bovines, collectively, were 66, 4.6,
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and 16 ng/mL, respectively. Mono-n-butyl phthalate (mBP; median: 14 ng/mL) and ∑4DEHP (four
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secondary metabolites of di(2-ethylhexyl) phthalate; 13 ng/mL) were the dominant PhMs;
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hydroxy-fluorene (OH-Fluo; 1.2 ng/mL) and -phenanthrene (OH-Phen; 1 ng/mL) were the
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dominant OH-PAHs; 4,4′-di-hydroxydiphenylmethane (BPF; 10) and 2,2-bis(4-hydroxyphenyl)
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propane (BPA; 6.7) were the dominant BPs. Bovine urine samples from India and China contained
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the highest concentrations of PhMs and OH-PAHs, whereas those from India and the United States
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contained the highest concentrations of BPs. PhM and OH-PAH concentrations were significantly
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higher in the urine of bulls than cows; no such difference was found for BPs. Our findings establish
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baseline exposure information for three classes of EDCs in domestic farm animals.
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INTRODUCTION
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Endocrine-disrupting chemicals (EDCs) have received considerable attention due to their links
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with human diseases.1,
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significance.3 Phthalates, bisphenol analogues (BPs), and polycyclic aromatic hydrocarbons
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(PAHs) are three frequently studied classes of EDCs.4 Phthalates and BPs are typically used as
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plasticizers and solvents in industrial, medical, and consumer products.5,
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phthalate (DEHP) and bisphenol A (BPA) are prototype phthalates and BPs, respectively, with
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corresponding annual production quantities of over 2 and 5 million tons.7 Due to their widespread
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exposure and adverse effects on human health, DEHP and BPA have been listed as the top 20
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EDCs found in the U.S. aquatic environment.8 PAHs originate mainly from the incomplete
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combustion of coal, petroleum, and biomass. Human exposure to phthalates, BPs, and PAHs has
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been linked to endocrine disruption, cytotoxicity, genotoxicity, reproductive toxicity, and
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neurotoxicity.5, 9, 10
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EDCs are a complex mixture of over 800 chemicals of toxicological
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Di(2-ethylhexyl)
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Phthalates, BPs, and PAHs have been reported to occur in air, water, sediment, soil, wastewater,
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and indoor dust.5, 9, 10,11 Because phthalates and PAHs have short half-lives (on the order of a few
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hours) in human bodies and are excreted quickly via urine,12 their metabolites (including primary
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and secondary metabolites) have been identified as biomarkers of exposure.13, 14 BPs are excreted
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as glucuronidated or sulfated conjugates15 and are measured in urine as total BPs, following
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deconjugation.16, 17
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Measurements of exposure to EDCs in farm animals provide information not only on the health
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effects on the animal itself but also on the potential contamination in food products derived from
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these animals. Nevertheless, very little is known about the body burdens of EDCs in farm animals.
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A few studies have raised concern over potential exposure of farm animals to EDCs.18 Certain
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species of farm animals, however, have been used as models in toxicological studies. For example, 4
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a low-dose intramuscular pre-pubertal exposure of pigs to DEHP affected reproductive
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endocrinology in adulthood,19 and exposure of sheep to BPA affected fetal programming.20 Farm
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animals have multiple pathways of exposure to EDCs (soil/surface water) and possess different
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metabolic potentials (e.g., rumen fermentation, microbiome) in comparison to humans.21-23 Thus,
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studies on the sources and magnitude of exposure to EDCs in domestic animals merit investigation.
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A better understanding of the magnitude of exposure to EDCs in bovines would help in the
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development of strategies to mitigate exposure, which will ensure the safety of animal-origin foods.
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In this study, bovine urine samples collected from China, India, and the United States were
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analyzed to (1) determine the occurrence and profiles of PhMs, OH-PAHs, and BPs; (2) identify
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country-specific and gender-related differences in exposure; and (3) estimate daily exposure doses
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and cumulative risks of target chemicals.
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MATERIALS AND METHODS
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Sample Collection. Bovine urine samples (n = 183) were collected from three countries: China
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(Tianjin; n = 100), India (Mettupalayam, Tamil Nadu; n = 45), and the United States (Murray,
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Kentucky; n = 38) between March and November of 2018. The three sites selected for urine sample
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collection were rural and agricultural areas with no point sources in the vicinity. The bovines from
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the farm in China were zero-grazed; in other words, they were housed permanently in shelters and
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fed commercial feed. In contrast, the cattle from India and the United States were allowed to graze
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in open pastures/grasslands and fed with a combination of grain and grass. The urine samples were
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collected from various breeds, i.e., Simmental, Holstein, Jersey, Indian buffalo, Angus, Corriente,
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Shorthorn, and an indigenous breed (Table S1 in the Supporting Information; SI). Cattle were
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further classified as beef cattle (n = 58; 32%), dairy cows (n = 110; 60%), and working cattle (i.e.,
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buffalos from India; n = 15; 8%). Spot urine samples were collected directly into a clean container
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and stored at -20º C until analysis.
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Analytical Methods. Urine samples were analyzed for 22 PhMs (including phthalic acid [PA],
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mono-methyl phthalate [mMP], mono-ethyl phthalate [mEP], mono-2-iso-butyl phthalate [mIBP],
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mono-n-butyl phthalate [mBP], mono-benzyl phthalate [mBzP], mono-cyclohexyl phthalate
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[mCHP], mono-(2-ethylhexyl) phthalate [mEHP], mono-(2-ethyl-5-hydroxyhexyl) phthalate
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[mEHHP], mono-(2-ethyl-5-oxohexyl) phthalate [mEOHP], mono-(2-ethyl-5-carboxypentyl)
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phthalate
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carboxypropyl) phthalate [mCPP], mono-isononyl phthalate [mINP], mono-octyl phthalate [mOP],
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mono-hexyl phthalate [mHxP], mono-2-heptyl phthalate [mHpP], mono-carboxy-iso-octyl
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phthalate [mCIOP], mono-carboxy-iso-nonyl phthalate [mCINP], mono-n-pentyl phthalate
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[mPeP], mono-isopropyl phthalate [mIPrP], and mono-(7-carboxy-n-heptyl) phthalate [mCHpP]),
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8 BPs (including 2,2-bis(4-hydroxyphenyl)propane [BPA], 4,4′-(hexafluoroisopropylidene)
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diphenol [BPAF], 4,4′-(1-phenylethylidene)bisphenol [BPAP], 4,4′-sulfonyldiphenol [BPS], 4,4′-
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di-hydroxydiphenylmethane [BPF], 4,4′-(1,4-phenylenediisopropylidene)bisphenol [BPP], 4,4′-
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cyclo-hexylidenebisphenol [BPZ], and 2,2-bis(4-hydroxyphenyl)butane [BPB]), and 15 OH-PAHs
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(including
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hydroxyfluorene [2-OHFluo], 3-hydroxyfluorene [3-OHFluo], 9-hydroxyfluorene [9-OHFluo], 1-
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hydroxyphenanthrene [1-OHPhen], 2-hydroxyphenanthrene [2-OHPhen], 3-hydroxyphenanthrene
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[3-OHPhen], 4-hydroxyphenanthrene [4-OHPhen], 9-hydroxyphenanthrene [9-OHPhen], 1-
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hydroxypyrene [1-OHPyr], 1-hydroxychrysene [1-OHChry], 6-hydroxychrysene [6-OHChry], 3-
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hydroxybenzo[c]-phenanthrene [3-OHBcP], and 1-hydroxybenz[a]-anthracene [1-OHBaA]).
[mECPP],
mono-[(2-carboxymethyl)
1-hydroxynaphthalene
[1-OHNap],
hexyl]
phthalate
[mCMHP],
2-hydroxynaphthalene
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[2-OHNap],
2-
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The methods for the analysis of these three classes of chemicals in urine samples have been
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described previously.13,
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glucuronidase from E. coli K12; Roche Diagnostics GmbH, Mannheim, Germany), followed by
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solid-phase extraction (for PhMs; ABS Elut-NEXUS SPE cartridges; 60 mg, 3 mL, Agilent, Santa
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Clara, CA) or liquid-liquid extraction (for BPs and OH-PAHs: with a mixture of ethyl
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acetate/pentane/toluene, 5:4:1, v/v). Identification and quantification of target analytes were
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performed on a Shimadzu high-performance liquid chromatography (HPLC) system (Shimadzu
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Corporation, Kyoto, Japan), interfaced with API 5500 triple-quadrupole mass spectrometry
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(MS/MS), under the negative ion multiple-reaction monitoring mode. The chromatographic
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separations of 22 PhMs, 8 BPs, and 15 OH-PAHs were achieved using Ultra AQ C18 (100 mm ×
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2.1 mm, 3 µm; Restek, Bellefonte, PA), Betasil C18 (100 mm × 2.1 mm, 5 µm; Thermo Electron
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Corp., Waltham, MA), and Eclipse Plus C18 RRHD chromatographic columns (150 mm × 2.1
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mm, 1.8 µm; Phenomenex, Torrance, CA), respectively. The limits of quantification (LOQs)
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ranged from 0.05 to 1.0 ng/mL for PhMs, from 0.12 to 1.2 ng/mL for BPs, and from 0.01 to 0.16
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ng/mL for OH-PAHs, which were calculated from the lowest acceptable calibration standard that
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displayed a signal-to-noise ratio ≥ 10.
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Briefly, sample preparation entailed enzymatic deconjugation (β-
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Additional details regarding chemicals and reagents used (Tables S2–S4) and analytical
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methods for the determination of target compounds (Texts S1–S3) are provided in the SI. Typical
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HPLC-MS/MS chromatograms of standard and sample are shown in Figure S1. Urinary creatinine
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(CR) concentrations were determined by following the method described previously.25
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Quality Assurance (QA)/Quality Control (QC). For each batch of 20 samples analyzed, a
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procedural blank (HPLC-grade water in place of urine), a matrix spiked sample (10 ng/mL for
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each compound), and two Standard Reference Materials (SRMs 3672 and 3673; purchased from
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the National Institute of Standards and Technology, Gaithersburg, MD) were processed (Tables
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S5–S7). Procedural blanks contained, on average (in ng/mL), 0.17 mCPP, 0.54 mBzP, 1.1 PA, and
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2.3 mEHP. The blank values for these four metabolites were subtracted from reported sample
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concentrations. The relative recoveries of target analytes spiked into urine samples ranged from
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85% to 103% for PhMs, 100% to 102% for BPs, and 80% to 108% for OH-PAHs. The relative
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recoveries of target compounds certified in the two SRMs ranged from 80% to 118%. A calibration
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standard (i.e., 10 ng/mL for each compound) was injected after every 20 samples to monitor for
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the instrumental drift in sensitivity over time, and a pure solvent (methanol) was injected after
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every 10 samples to monitor for carryover of target chemicals between samples. Duplicate analysis
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of randomly selected samples (n = 20) showed a relative standard deviation of 50% were considered for further discussion.
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PhMs. Eleven of the 22 PhMs were found in > 70% of the samples collected from China and
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India. Only PA (df: 68%), mIBP (87%), mBzP (74%), mEHHP (92%), and mINP (100%) were
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frequently found in samples from the United States, whereas other PhMs were less frequently
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detected (< 50%). These results suggest widespread exposure of bovines to phthalates in China
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and India; the frequency and magnitude of exposure are smaller in the United States. There has
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been an evidence of decline in DEP, DBP, and DEHP exposure concomitant with an increase in
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DINP exposure in the U.S. population since 2000.26, 27 The increasing exposure to DINP in the
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U.S. population suggests increasing usage of this compound in recent years, which is reflected in
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frequent detection in bovine urine from the United States.
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PA was found at the highest concentration in bovine urine from China (median: 22 ng/mL; 32%
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of the total PhM concentrations), followed by mBP (18 ng/mL; 29%), mEHP (9.7 ng/mL; 15%),
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and mIBP (4.3 ng/mL; 7.8%). The median urinary concentrations of PhMs in Indian bovine were
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as follows: mEP (15 ng/mL; 33%) > PA (8.8 ng/mL; 22%) > mEHP (7.9 ng/mL; 21%) > mIBP
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(2.8 ng/mL; 6.3%). PA was the major metabolite in bovine urine from the United States but at
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concentrations 20 times lower than those from China. Overall, the metabolites of six frequently
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used phthalates, DEP, DBP, DIBP, DEHP, DINP, and BzBP, were the most commonly detected
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ones in bovine urine from the three countries,28 which were similar to those found in humans
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(Table S8).29-32
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The distribution of five DEHP metabolites in bovine urine was different from those observed
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for humans. The major DEHP metabolites found in human urine were mECPP, mEHHP, mEOHP,
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and mCMHP, with trace levels of mEHP (< 10% of total DEHP metabolites).33, 34 In bovine urine,
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however, mEHP accounted for 70% of the total DEHP metabolite concentrations. This pattern may
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be related to the ruminant metabolism or anaerobic environment that occurs in the rumen of
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bovines.
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OH-PAHs. Among the 15 OH-PAHs analyzed, 2-OHNap, 2-OHPhe, 3-OHPhe, and 2/3/9-
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OHFluo were found in all bovine urine samples. 1-OHNap, 1/9-OHPhen, 4-OHPhen, and 1-OHPyr
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also were found in > 50% of the samples. This pattern was consistent with what was found in
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human urine13, 35, 36 and suggested ubiquitous exposure to Nap, Fluo, Phen, and Pyr. 1/6-OH-Chry,
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1-OHBaA, and 3-OHBcP were rarely detected in urine. This may be due to the fact that high
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molecular weight (HMW) PAHs, such as Chry, BaA, and BcP, which are excreted mainly through
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feces.35
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The median concentrations of 2/3/9-OHFluo in all three countries were 1.2 ng/mL, followed,
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in decreasing order, by 1-OHPyr (0.74 ng/mL), 2-OHNap (0.46 ng/mL), 2-OHPhen (0.39 ng/mL),
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1/9-OHPhen (0.31 ng/mL), 1-OHNap (0.25 ng/mL), 3-OHPhen (0.19 ng/mL), and 4-OHPhen
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(0.09 ng/mL). Two bovine urine samples from the United States contained elevated 2-OHNap
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concentrations (2,430 and 1,010 ng/mL). Replicate analysis of these two samples yielded similar
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values, which indicates sporadic exposure to contaminated feed or environment. Geometric mean
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concentrations of OH-PAHs in bovine urine collected from Ghana were in the ranges of 0.61 to
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22 ng/mL for 2-OHNap, 2.6 to 15 ng/mL for ∑5OHPhen, 0.31 to 6.7 ng/mL for ∑3OHFluo, and
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from 0.99 to 2.3 ng/mL for 1-OHPyr,36 which were slightly higher than those found in our study.
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One study reported that 1-OHPyr concentrations in bovine urine were highest in cattle farms
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located near a highway (median: 5.93 ng/mL), followed by those from farms in rural (1.4 ng/mL)
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and urban (0.71 ng/mL) areas.37
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No significant differences were found in OH-PAH composition among samples from China,
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India, and the United States. ∑3OHFluo accounted for 27–35% of the total Σ11OH-PAH
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concentrations, followed by ∑5OHPhen (25–30%), ∑2OHNap (19–25%), and 1-OHPyr (11–22%).
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In contrast, ∑2OHNap was the predominant OH-PAH in human urine (> 60% of total
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concentrations).13, 38, 39 The difference is explained by the exposure sources (e.g., cigarette smoke
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and grilled foods for humans) and metabolism between cattle and humans. Cigarette smoke and
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grilled food have been reported as the sources of Nap exposure in humans.40, 41 Phenanthrene and
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fluoranthene in bovines were thought to originate from biomass burning (as described below).
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BPs. Of the 8 BPs measured, BPF, BPA, and BPS were found in >70% of the urine samples
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analyzed, whereas BPAF, BPAP, BPP, BPZ, and BPB were found sporadically and at low
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concentrations. The distribution of urinary BPs among the three countries was similar. BPF was
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found at the highest median concentrations (6.3, 64, and 40 ng/mL for the samples from China,
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India, and United States, respectively; 64–78% of the total concentrations), followed by BPA (3.1,
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8.8, and 7.8 ng/mL; 21–31%) and BPS ( 1.0
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were extracted for each class of compounds, which collectively accounted for 70–83% of the
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variances (Figure 3 and Table S9).
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For PhMs, PC1 and PC2 explained 47% and 23%, respectively, of the total variance. The
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metabolites of HMW phthalates (mEHP, mECPP, mEOHP, mEHHP, mINP, and mBzP) clustered
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in PC1 (0.74–0.95), whereas the metabolites of low molecular weight (LMW) phthalates (PA,
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mEP, mBP, and mIBP) clustered in PC2 (0.43–0.91) (Figure 3A). This corresponds to the usage
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pattern of phthalates, namely, HMW phthalates (DEHP, DINP, and BzBP) that are used in
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polyvinyl chloride (PVC) polymers and plastisol applications, whereas LMW phthalates (DEP,
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DBP, and DIBP) are used in personal care products, paints, adhesives, enteric-coated tablets, and
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food packaging/plastic film. For OH-PAHs (Figure 3B), PC1 accounted for 56% of the total
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variance, with greater loadings of ∑OHPhen (0.86) and ∑OHFluo (0.94), indicating sources that
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originate from the incomplete combustion of biomass at low temperatures. Biomass burning in
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farms can be a source of such a pattern. PC2 explained 19% of the total variance with greater
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loadings of ∑OHNap (0.80) and ∑OHPyr (0.73), which is explained by emissions from vehicular
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traffic. PC plots of BPF, BPA, and BPS showed distinctive clustering (Figure 3C), which suggests
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different sources for these compounds. BPA is used in polycarbonate plastics and epoxy resins.
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BPF has a broad range of applications in lacquers, varnishes, liners, plastic adhesives, and water
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pipes.65 BPS is used in epoxy glues, can coatings, and thermal receipt papers as well as in
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sulfonated poly(ether ketone ether sulfone) and as an additive in dyes and tanning agents.66
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Cumulative Daily Intake. Based on the measured urinary concentrations of PhMs, OH-PAHs,
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and BPs, we estimated the daily intakes of four phthalates (i.e., DEP, DIBP, DBP, and DEHP),
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four PAHs (i.e., Nap, Fluo, Phen, and Pyr), and ∑BPs (sum of BPF, BPA, and BPS) by bovines
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(see SI for details; Table S10). The median EDIs of phthalates, PAHs, and ∑BPs by bovine are
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presented in Tables S11–S12. A rough estimate of intakes based on the measured urinary
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concentrations suggested that these cows are exposed at several µg/kg bw doses of phthalates,
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PAHs, and ∑BPs on a daily basis, which are at least 20-fold below their respective threshold doses.
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These results suggest that the current exposure doses of these three classes of EDCs do not pose a
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risk to the health of bovines. It should be noted, however, that several uncertainties exist in our
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exposure assessment. The pharmacokinetics of target compounds in bovines are not well
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understood, and we followed values reported for humans. Furthermore, the reference doses used
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in this study were suggested for humans, as no reference doses values are available for bovines. In
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addition, the discussion of concentrations of target chemicals between the countries is tempered
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by the small sample size from each country. Thus, the data should be interpreted within these
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limitations in mind.
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Nevertheless, our data establish baseline concentrations for three classes of EDCs in bovine for
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the first time. Our results indicate that bovines in China and India are exposed to large
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concentrations of phthalates and PAHs, whereas those in India and the United States are exposed
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to large concentrations of BPs. These results also provide evidence for the sources of EDCs in
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food products of animal origin. Further studies are needed to describe the sources, pathways, and
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health effects of EDCs in domestic animals.
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ASSOCIATED CONTENT
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Supporting Information
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Details of reagents used in analysis, sample extraction, and instrumental methods; Tables
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containing bovine sample information (Table S1) and details of analytical standards (Tables S2–
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S4) and quality control data (Tables S5–S7); compilation of data on the occurrence and profiles of
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major PhMs in human urine (Table S8); principal component analysis results (Table S9),
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parameters used in the calculation of intakes of phthalates, PAH, and BPs (Table S10), and EDI
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values of phthalates, PAHs, and BPs for bovines (Table S11) and compilation of data on their EDIs
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in human urine (Table S12). Figure showing typical chromatograms of standard and sample
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(Figure S1).
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AUTHOR INFORMATION
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Corresponding Author
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*Tel.: +1 518 474 0015. Fax: +1 518 473 2895.
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E-mail:
[email protected].
332
Notes
333
The authors declare no competing financial interest.
334
Acknowledgements
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This study was partly supported (sampling in China) by the 111 Program of the Ministry of
336
Education of China (T2017002). Authors are thankful to Mr. Jason Robertson, Ms. Cassandra
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Peterson and Mr. Adam Martin, Murray State University, for their help in collecting cow urine
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samples from Murray, KY.
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REFERENCES 1.
Attina, T. M.; Hauser, R.; Sathyanarayana, S.; Hunt, P. A.; Bourguignon, J. P.; Myers, J.
342
P.; DiGangi, J.; Zoeller, R. T.; Trasande, L. Exposure to endocrine-disrupting chemicals in the
343
USA: A population-based disease burden and cost analysis. Lancet Diabetes Endocrinol. 2016, 4,
344
996-1003.
345 346 347
2.
Schug, T. T.; Janesick, A.; Blumberg, B.; Heindel, J. J. Endocrine disrupting chemicals
and disease susceptibility. J. Steroid Biochem. Mol. Biol. 2011, 127, 204-215. 3.
Xin, F.; Susiarjo, M.; Bartolomei, M. S. Multigenerational and transgenerational effects of
348
endocrine disrupting chemicals: A role for altered epigenetic regulation? Semin. Cell Dev. Biol.
349
2015, 43, 66-75.
350 351 352
4.
Rhind, S. M. Are endocrine disrupting compounds a threat to farm animal health, welfare
and productivity? Reprod. Domest. Anim. 2005, 40, 282-290. 5.
Chen, D.; Kannan, K.; Tan, H. L.; Zheng, Z. G.; Feng, Y. L.; Wu, Y.; Widelka, M.
353
Bisphenol analogues other than BPA: Environmental occurrence, human exposure, and toxicity-
354
A review. Environ. Sci. Technol. 2016, 50, 5438-5453.
355 356
6.
Jurewicz, J.; Hanke, W. Exposure to phthalates: Reproductive outcome and children health.
A review of epidemiological sudies. Int. J. Occup. Med. Environ. Health. 2011, 24, 115-141.
357
7.
Halden, R. U. Plastics and health risks. Annu. Rev. Public Health 2010, 31, 179-194.
358
8.
Kumar, A.; Xagoraraki, I. Pharmaceuticals, personal care products and endocrine-
359
disrupting chemicals in U.S. surface and finished drinking waters: A proposed ranking system.
360
Sci. Total Environ. 2010, 408, 5972-5989.
361 362 363 364
9.
Wang, Y.; Zhu, H.; Kannan, K. A review of biomonitoring of phthalate exposures. Toxics
2019, 7, 21. 10. Kim, K. H.; Jahan, S. A.; Kabir, E.; Brown, R. J. C. A review of airborne polycyclic aromatic hydrocarbons (PAHs) and their human health effects. Environ. Int. 2013, 60, 71-80.
365
11. Ramesh, A.; Archibong, A. E.; Hood, D. B.; Guo, Z.; Loganathan, B. G. Global
366
environmental distribution and human health effects of polycyclic aromatic hydrocarbons. In.
367
Global Contamination Trends of Persistent Organic Chemicals. CRC Press, Boca Raton, Florida.
368
2012, pp. 97-128.
369
12. Li, Z.; Romanoff, L. C.; Lewin, M. D.; Porter, E. N.; Trinidad, D. A.; Needham, L. L.;
370
Patterson, D. G.; Sjodin, A. Variability of urinary concentrations of polycyclic aromatic 17
ACS Paragon Plus Environment
Environmental Science & Technology
371
hydrocarbon metabolite in general population and comparison of spot, first-morning, and 24-h
372
void sampling. J. Expo. Sci. Env. Epid. 2013, 23, 109-110.
373
13. Guo, Y.; Senthilkumar, K.; Alomirah, H.; Moon, H. B.; Minh, T. B.; Mohd, M. A.; Nakata,
374
H.; Kannan, K. Concentrations and profiles of urinary polycyclic aromatic hydrocarbon
375
metabolites (OH-PAHs) in several asian countries. Environ. Sci. Technol. 2013, 47, 2932-2938.
376
14. Guo, Y.; Alomirah, H.; Cho, H. S.; Minh, T. B.; Mohd, M. A.; Nakata, H.; Kannan, K.
377
Occurrence of phthalate metabolites in human urine from several Asian countries. Environ. Sci.
378
Technol. 2011, 45, 3138-3144.
379
15. Geens, T.; Aerts, D.; Berthot, C.; Bourguignon, J. P.; Goeyens, L.; Lecomte, P.; Maghuin-
380
Rogister, G.; Pironnet, A. M.; Pussemier, L.; Scippo, M. L.; Van Loco, J.; Covaci, A. A review of
381
dietary and non-dietary exposure to bisphenol A. Food Chem. Toxicol. 2012, 50, 3725-3740.
382
16. Liao, C. Y.; Liu, F.; Alomirah, H.; Loi, V. D.; Mohd, M. A.; Moon, H. B.; Nakata, H.;
383
Kannan, K. Bisphenol S in urine from the United States and seven Asian countries: Occurrence
384
and human exposures. Environ. Sci. Technol. 2012, 46, 6860-6866.
385
17. Zhang, Z. F.; Alomirah, H.; Cho, H. S.; Li, Y. F.; Liao, C. Y.; Minh, T. B.; Mohd, M. A.;
386
Nakata, H.; Ren, N. Q.; Kannan, K. Urinary bisphenol A concentrations and their implications for
387
human exposure in several Asian countries. Environ. Sci. Technol. 2011, 45, 7044-7050.
388
18. Sweeney, T. Is exposure to endocrine disrupting compounds during fetal/post-natal
389
development affecting the reproductive potential of farm animals? Domest. Anim. Endocrinol.
390
2002, 23, 203-209.
391 392
19. Magnusson, U. Can farm animals help to study endocrine disruption? Domest. Anm. Endocrinol. 2005, 29, 430-435.
393
20. Savabieasfahani, M.; Kannan, K.; Astapova, O.; Evans, N. P.; Padmanabhan, V.
394
Developmental programming: Differential effects of prenatal exposure to bisphenol-A or
395
methoxychlor on reproductive function. Endocrinology 2006, 147, 5956-5966.
396
21. Liao, C. Y.; Kannan, K. A survey of bisphenol A and other bisphenol analogues in
397
foodstuffs from nine cities in China. Food Addit. Contam. Part A Chem. Anal. Control Expo. Risk
398
Assess. 2014, 31, 319-329.
399 400
22. Zhu, H.; Kannan, K. Melamine and cyanuric acid in foodstuffs from the United States and their implications for human exposure. Environ. Int. 2019, 130, 104950.
18
ACS Paragon Plus Environment
Page 18 of 27
Page 19 of 27
Environmental Science & Technology
401
23. Li, A. J.; Martinez-Moral, M. P.; Al-Malki, A. L.; Al-Ghamdi, M. A.; Al-Bazi, M. M.;
402
Kumosani, T. A.; Kannan, K. Mediation analysis for the relationship between urinary phthalate
403
metabolites and type 2 diabetes via oxidative stress in a population in Jeddah, Saudi Arabia.
404
Environ. Int. 2019, 126, 153-161.
405
24. Asimakopoulos, A. G.; Xue, J. C.; DeCarvalho, B. P.; Iyer, A.; Abualnaja, K. O.;
406
Yaghmoor, S. S.; Kumosani, T. A.; Kannan, K. Urinary biomarkers of exposure to 57 xenobiotics
407
and its association with oxidative stress in a population in Jeddah, Saudi Arabia. Environ. Res.
408
2016, 150, 573-581.
409
25. Martinez-Moral, M. P.; Kannan, K. How stable is oxidative stress level? An observational
410
study of intra- and inter-individual variability in urinary oxidative stress biomarkers of DNA,
411
proteins, and lipids in healthy individuals. Environ. Int. 2019, 123, 382-389.
412 413 414
26. Johns, L. E.; Cooper, G. S.; Galizia, A.; Meeker, J. D. Exposure assessment issues in epidemiology studies of phthalates. Environ. Int. 2015, 85, 27-39. 27. U.S. Department of Health and Human Services. Fourth National Report on Human
415
Exposure
416
https://www.cdc.gov/exposurereport/pdf/FourthReport_UpdatedTables_Volume1_Jan2019
417
508.pdf.
to
Environmental
Chemicals,
Updated
Tables,
2019.
418
28. Wormuth, M.; Scheringer, M.; Vollenweider, M.; Hungerbuhler, K. What are the sources
419
of exposure to eight frequently used phthalic acid esters in Europeans? Risk Anal. 2006, 26, 803-
420
824.
421
29. Gao, C. J.; Liu, L. Y.; Ma, W. L.; Ren, N. Q.; Guo, Y.; Zhu, N. Z.; Jiang, L.; Li, Y. F.;
422
Kannan, K. Phthalate metabolites in urine of Chinese young adults: Concentration, profile,
423
exposure and cumulative risk assessment. Sci. Total Environ. 2016, 543, 19-27.
424
30. Kim, S.; Kang, S.; Lee, G.; Lee, S.; Jo, A.; Kwak, K.; Kim, D.; Koh, D.; Kho, Y. L.; Kim,
425
S.; Choi, K. Urinary phthalate metabolites among elementary school children of Korea: Sources,
426
risks, and their association with oxidative stress marker. Sci. Total Environ. 2014, 472, 49-55.
427
31. Haug, L. S.; Sakhi, A. K.; Cequier, E.; Casas, M.; Maitre, L.; Basagana, X.; Andrusaityte,
428
S.; Chalkiadaki, G.; Chatzi, L.; Coen, M.; de Bont, J.; Dedele, A.; Ferrand, J.; Grazuleviciene, R.;
429
Gonzalez, J. R.; Gutzkow, K. B.; Keun, H.; McEachan, R.; Meltzer, H. M.; Petraviciene, I.;
430
Robinson, O.; Saulnier, P. J.; Slama, R.; Sunyer, J.; Urquiza, J.; Vafeiadi, M.; Wright, J.; Vrijheid,
19
ACS Paragon Plus Environment
Environmental Science & Technology
431
M.; Thomsen, C. In-utero and childhood chemical exposome in six European mother-child cohorts.
432
Environ. Int. 2018, 121, 751-763.
433 434 435 436
32. Colacino, J. A.; Harris, T. R.; Schecter, A. Dietary intake is associated with phthalate body burden in a nationally representative sample. Environ. Health Perspect. 2010, 118, 998-1003. 33. Guo, Y.; Wu, Q.; Kannan, K. Phthalate metabolites in urine from China, and implications for human exposures. Environ. Int. 2011, 37, 893-898.
437
34. Silva, M. J.; Reidy, A.; Preau, J. L.; Samandar, E.; Needham, L. L.; Calafat, A. M.
438
Measurement of eight urinary metabolites of di(2-ethylhexyl) phthalate as biomarkers for human
439
exposure assessment. Biomarkers 2006, 11, 1-13.
440
35. Li, Z.; Sandau, C. D.; Romanoff, L. C.; Caudill, S. P.; Sjodin, A.; Needham, L. L.; Patterson,
441
D. G. Concentration and profile of 22 urinary polycyclic aromatic hydrocarbon metabolites in the
442
US population. Environ. Res. 2008, 107, 320-331.
443
36. Bortey-Sam, N.; Ikenaka, Y.; Akoto, O.; Nakayama, S. M. M.; Marfo, J.; Saengtienchai,
444
A.; Mizukawa, H.; Ishizuka, M. Excretion of polycyclic aromatic hydrocarbon metabolites (OH-
445
PAHs) in cattle urine in Ghana. Environ. Pollut. 2016, 218, 331-337.
446
37. Ferrari, S.; Mandel, F.; Berset, J. D. Quantitative determination of 1-hydroxypyrene in
447
bovine urine samples using high-performance liquid chromatography with fluorescence and mass
448
spectrometric detection. Chemosphere 2002, 47, 173-182.
449
38. Zhang, Y. Y.; Ding, J. N.; Shen, G. F.; Zhong, J. J.; Wang, C.; Wei, S. Y.; Chen, C. Q.;
450
Chen, Y. C.; Lu, Y.; Shen, H. Z.; Li, W.; Huang, Y.; Chen, H.; Su, S.; Lin, N.; Wang, L.; Liu, W.
451
X.; Tao, S. Dietary and inhalation exposure to polycyclic aromatic hydrocarbons and urinary
452
excretion of monohydroxy metabolites-A controlled case study in Beijing, China. Environ. Pollut.
453
2014, 184, 515-522.
454
39. Ramsauer, B.; Sterz, K.; Hagedorn, H. W.; Engl, J.; Scherer, G.; McEwan, M.; Errington,
455
G.; Shepperd, J.; Cheung, F. A liquid chromatography/tandem mass spectrometry (LC-MS/MS)
456
method for the determination of phenolic polycyclic aromatic hydrocarbons (OH-PAH) in urine
457
of non-smokers and smokers. Anal. Bioanal. Chem. 2011, 399, 877-889.
458 459
40. Lao, J. Y.; Bao, L. J.; Zeng, E. Y. Importance of dermal absorption of polycyclic aromatic hydrocarbons derived from barbecue fumes. Environ. Sci. Technol. 2018, 52, 11439-11440.
460
41. Hoseini, M.; Nabizadeh, R.; Delgado-Saborit, J. M.; Rafiee, A.; Yaghmaeian, K.; Parmy,
461
S.; Faridi, S.; Hassanvand, M. S.; Yunesian, M.; Naddafi, K. Environmental and lifestyle factors 20
ACS Paragon Plus Environment
Page 20 of 27
Page 21 of 27
Environmental Science & Technology
462
affecting exposure to polycyclic aromatic hydrocarbons in the general population in a Middle
463
Eastern area. Environ. Pollut. 2018, 240, 781-792.
464
42. Liao, C. Y.; Kannan, K. Concentrations and profiles of bisphenol A and other bisphenol
465
analogues in foodstuffs from the United States and their implications for human exposure. J. Agric.
466
Food Chem. 2013, 61, 4655-4662.
467 468
43. Yang, Y. J.; Guan, J.; Yin, J.; Shao, B.; Li, H. Urinary levels of bisphenol analogues in residents living near a manufacturing plant in south China. Chemosphere 2014, 112, 481-486.
469
44. Lehmler, H. J.; Liu, B. Y.; Gadogbe, M.; Bao, W. Exposure to bisphenol A, bisphenol F,
470
and bisphenol S in U.S. adults and children: The national health and nutrition examination survey
471
2013-2014. Acs Omega 2018, 3, 6523-6532.
472
45. Zhang, T.; Sun, H. W.; Kannan, K. Blood and urinary bisphenol A concentrations in
473
children, adults, and pregnant women from China: Partitioning between blood and urine and
474
maternal and fetal cord blood. Environ. Sci. Technol. 2013, 47, 4686-4694.
475
46. Zhang, T.; Xue, J. C.; Gao, C. Z.; Qiu, R. L.; Li, Y. X.; Li, X.; Huang, M. Z.; Kannan, K.
476
Urinary concentrations of bisphenols and their association with biomarkers of oxidative stress in
477
people living near e-waste recycling facilities in China. Environ. Sci. Technol. 2016, 50, 4045-
478
4053.
479
47. Yamazaki, E.; Yamashita, N.; Taniyasu, S.; Lam, J.; Lam, P. K. S.; Moon, H. B.; Jeong,
480
Y.; Kannan, P.; Achyuthan, H.; Munuswamy, N.; Kannan, K. Bisphenol A and other bisphenol
481
analogues including BPS and BPF in surface water samples from Japan, China, Korea and India.
482
Ecotoxicol. Environ. Saf. 2015, 122, 565-572.
483
48. Lee, S.; Liao, C.; Song, G. J.; Ra, K.; Kannan, K.; Moon, H. B. Emission of bisphenol
484
analogues including bisphenol A and bisphenol F from wastewater treatment plants in Korea.
485
Chemosphere 2015, 119, 1000-1006.
486
49. Chakraborty, P.; Sampath, S.; Mukhopadhyay, M.; Selvaraj, S.; Bharat, G. K.; Nizzetto, L.
487
Baseline investigation on plasticizers, bisphenol A, polycyclic aromatic hydrocarbons and heavy
488
metals in the surface soil of the informal electronic waste recycling workshops and nearby open
489
dumpsites in Indian metropolitan cities. Environ. Pollut. 2019, 248, 1036-1045.
490
50. Selvaraj, K. K.; Shanmugam, G.; Sampath, S.; Larsson, D. G. J.; Ramaswamy, B. R. GC-
491
MS determination of bisphenol A and alkylphenol ethoxylates in river water from India and their
492
ecotoxicological risk assessment. Ecotoxicol. Environ. Saf. 2014, 99, 13-20. 21
ACS Paragon Plus Environment
Environmental Science & Technology
Page 22 of 27
493
51. Padhye, L. P.; Yao, H.; Kung'u, F. T.; Huang, C. H. Year-long evaluation on the occurrence
494
and fate of pharmaceuticals, personal care products, and endocrine disrupting chemicals in an
495
urban drinking water treatment plant. Water Res. 2014, 51, 266-276.
496
52. Klecka, G. M.; Staples, C. A.; Clark, K. E.; van der Hoeven, N.; Thomas, D. E.; Hentges,
497
S. G. Exposure analysis of bisphenol A in surface water systems in North America and Europe.
498
Environ. Sci. Technol. 2009, 43, 6145-6150.
499
53. Kinney, C. A.; Furlong, E. T.; Kolpin, D. W.; Burkhardt, M. R.; Zaugg, S. D.; Werner, S.
500
L.; Bossio, J. P.; Benotti, M. J. Bioaccumulation of pharmaceuticals and other anthropogenic waste
501
indicators in earthworms from agricultural soil amended with biosolid or swine manure. Environ.
502
Sci. Technol. 2008, 42, 1863-1870.
503 504
54. U.S.
Environmental
Protection
Agency.
Bisphenol
A
Action
Plan.
2010,
https://www.epa.gov/sites/production/files/2015-09/documents/bpa_action_plan.pdf.
505
55. Yu, X. H.; Xue, J. C.; Yao, H.; Wu, Q.; Venkatesan, A. K.; Halden, R. U.; Kannan, K.
506
Occurrence and estrogenic potency of eight bisphenol analogs in sewage sludge from the US EPA
507
targeted national sewage sludge survey. J. Hazard. Mater. 2015, 299, 733-739.
508 509
56. Singh, S.; Li, S. S. L. Bisphenol A and phthalates exhibit similar toxicogenomics and health effects. Gene 2012, 494, 85-91.
510
57. Li, K. K.; Ma, D.; Wu, J.; Chai, C.; Shi, Y. X. Distribution of phthalate esters in agricultural
511
soil with plastic film mulching in Shandong Peninsula, East China. Chemosphere 2016, 164, 314-
512
321.
513 514
58. Liu, E. K.; He, W. Q.; Yan, C. R. 'White revolution' to 'white pollution'-agricultural plastic film mulch in China. Environ. Res. Lett. 2014, 9, 1-3.
515
59. Ma, W. L.; Sun, D. Z.; Shen, W. G.; Yang, M.; Qi, H.; Liu, L. Y.; Shen, J. M.; Li, Y. F.
516
Atmospheric concentrations, sources and gas-particle partitioning of PAHs in Beijing after the
517
29th Olympic Games. Environ. Pollut. 2011, 159, 1794-1801.
518
60. Liu, L. Y.; Kukucka, P.; Venier, M.; Salamova, A.; Klanova, J.; Hites, R. A. Differences
519
in spatiotemporal variations of atmospheric PAH levels between North America and Europe: Data
520
from two air monitoring projects. Environ. Int. 2014, 64, 48-55.
521 522
61. Mohanraj, R.; Solaraj, G.; Dhanakumar, S. PM 2.5 and PAH concentrations in urban atmosphere of Tiruchirappalli, India. B. Environ. Contam. Tox. 2011, 87, 330-335.
22
ACS Paragon Plus Environment
Page 23 of 27
Environmental Science & Technology
523
62. Sul, D.; Ahn, R.; Im, H.; Oh, E.; Kim, J. H.; Kim, J. G.; Kim, P.; Kim, H. A.; Park, W. Y.;
524
Son, B. S.; Shin, D.; Shim, A. S.; Yang, W.; Yu, S. D.; Lee, K. H.; Lee, K. J.; Lee, S. D.; Lee, J.
525
W.; Lee, C. K.; Jang, B. K.; Choi, K.; Han, D. H.; Hwang, M. Y.; Lee, J. H. Korea national survey
526
for environmental pollutants in the human body 2008: 1-hydroxypyrene, 2-naphthol, and cotinine
527
in urine of the Korean population. Environ. Res. 2012, 118, 25-30.
528
63. Huang, P. C.; Tsai, C. H.; Liang, W. Y.; Li, S. S.; Pan, W. H.; Chiang, H. C. Age and
529
gender differences in urinary levels of eleven phthalate metabolites in general Taiwanese
530
population after a DEHP episode. Plos One 2015, 10, e0133782.
531
64. Kim, M.; Kim, D. G.; Bong, Y. H.; Jang, J. H.; Son, S. W. Concentrations of PCDD/Fs,
532
dioxin-like PCBs, PBDEs, and hexachlorobenzene in fat samples from cattle of different ages and
533
gender in Korea. Food Chem. 2013, 138, 1786-1791.
534
65. Cabaton, N.; Dumont, C.; Severin, I.; Perdu, E.; Zalko, D.; Cherkaoui-Malki, M.; Chagnon,
535
M. C. Genotoxic and endocrine activities of bis(hydroxyphenyl)methane (bisphenol F) and its
536
derivatives in the HepG2 cell line. Toxicol. 2009, 255, 15-24.
537
66. Naderi, M.; Wong, M. Y. L.; Gholami, F. Developmental exposure of zebrafish (Danio
538
rerio) to bisphenol-S impairs subsequent reproduction potential and hormonal balance in adults.
539
Aquat. Toxicol. 2014, 148, 195-203.
540 541 542 543 544
23
ACS Paragon Plus Environment
Environmental Science & Technology
545 546 547
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Table 1. Concentrations (ng/mL) of Phthalate Metabolites (PhMs), Hydroxy-Polycyclic Aromatic Hydrocarbons (OH-PAHs) and Bisphenol Analogues (BPs) in Bovine Urine Collected from China, India, and the United States China (n = 100) India (n = 45) the United States (n = 38) a df/% range median df/% range median df/% range median Phthalate Metabolites (PhMs) PA 100 2.5–133 22 91 nd–68 8.8 68 nd–47 1.3 mEP 94 nd–9.8 2.7 100 1.6–212 15 0 mBP 100 1.8–542 18 100 0.15–38 1.9 42 mIBP 100 0.44–280 4.3 100 0.61–39 2.8 87 nd–0.79 0.21 mBzP 99 nd–6.9 1.8 89 nd–2.0 0.62 74 nd–1.4 0.19 mEHP 100