Robert
Laumbach
a,
Jian
Tong
b,
Lin
Zhang
b,
Pamela
Ohman-Strickland
ab,
Alan
Stern
bc,
Nancy
Fiedler
a,
Howard
Kipen
a,
Kathie
Kelly-McNeil
a,
Paul
Lioy
a and
Junfeng
Zhang
*ab
aEnvironmental and Occupational Health Sciences Institute, University of Medicine and Dentistry of New Jersey (UMDNJ)-Robert Wood Johnson Medical School and Rutgers University, 170 Frelinghysen Road, Piscataway, NJ 08854, USA
bUMDNJ-School of Public Health, 683 Hoes Lane West, Piscataway, NJ 08854, USA. E-mail: zhangju@umdnj.edu; Fax: +732-235-4004; Tel: +732-235-5405
cDepartment of Environmental Protection, The State of New Jersey, Trenton, NJ 08625, USA
First published on 21st October 2008
Diesel exhaust (DE) is a significant source of air pollution that has been linked to respiratory and cardiovascular morbidity and mortality. Many components in DE, such as polycyclic aromatic hydrocarbons, are present in the environment from other sources. 1-Nitropyrene appears to be a more specific marker of DE exposure. 1-Nitropyrene is partially metabolized to 1-aminopyrene and excreted in urine. We developed a practical, sensitive method for measuring 1-aminopyrene in human urine using a HPLC-fluorescence technique. We measured 1-aminopyrene concentrations in spot urine samples collected prior to and during 24 h following the start of 1 h controlled exposures to DE (target concentration 300 µg m−3 as PM10) and clean air control. Time-weighted-average concentrations of urinary 1-aminopyrene were significantly greater following the DE exposure compared to the control (median 138.7 ng g−1creatininevs. 21.7 ng g−1creatinine, p < 0.0001). Comparing DE to control exposures, we observed significant increases in 1-aminopyrine concentration from pre-exposure to either first post-exposure void or peak spot urine concentration following exposure (p = 0.027 and p = 0.0026, respectively). Large inter-individual variability, in both the concentration of urinary 1-aminopyrene and the time course of appearance in the urine following the standardized exposure to DE, suggests the need to explore subject variables that may affect conversion of inhaled 1-nitropyrene to urinary excretion of 1-aminopyrene.
DE is a complex and variable chemical mixture consisting of inorganic and organic gases and vapors, and a particle phase in which organic compounds and trace metals are adsorbed onto elemental carbon cores.1 Moreover, exposure to DE usually occurs in the context of a yet-more-complex milieu of air pollutants from other sources.7 Personal and fixed-site air monitoring for elemental carbon, the most commonly used marker of DE, has limitations in atmospheres in which other sources of elemental carbon are present. Likewise, the abundant polycyclic aromatic hydrocarbons (PAHs) found in DE are also found in tobacco smoke and emissions from other combustion sources.8Nitro-substituted PAHs (nitro-PAHs) have been proposed as a more-specific marker of DE.9 A recent study found that concentrations of nitro-PAHs were three orders of magnitude higher in DE particles than in urban ambient particles. The most abundant nitro-PAH in DE particles was 1-nitropyrene, with a concentration range of 18–40 µg g−1.10 Nitro-PAHs can also be formed secondarily from gas-phase reactions of PAHs with oxides of nitrogen in the atmosphere, but these reactions preferentially form 2-nitropyrene and 2-nitrofluoranthene, not 1-nitropyrene.10,11 However, the measurement of airborne 1-nitropyrene has often been problematic due to sampling artifacts.12 Potential dietary exposure to 1-nitropyrene from grilled meats and fish is not well established, with one report of nanogram quantities of 1-nitropyrene detected in extracts of grilled chicken.13
As a measure of internal dose, biomonitoring of DE-specific compounds and metabolites in blood or urine may be a useful adjunct or alternative to environmental exposure measurements. 1-nitropyrene is partially metabolized to 1-aminopyrene (1-AP), which has been measured in urine of DE-exposed miners.14 In addition to being a DE-specific marker, 1-nitropyrene is a potent mutagen with direct health implications.15
One of the major reasons for using urine as a matrix for biomonitoring in epidemiological studies is the ease of collection of spot (untimed) urine samples. In contrast, collection of 24 h urine voids is difficult and unreliable due to subject non-adherence.16 Optimization of the utility of spot urine sampling requires some knowledge of the time course of excretion following exposure, which is presently unknown for urinary 1-AP.
In this study we sought to develop a feasible method to measure 1-AP in urine of volunteers undergoing a brief controlled exposure to DE at an occupationally-relevant concentration. We sought to characterize the time-course of excretion following the discrete 1 h long exposure, with the goal of estimating the time to peak urine 1-AP concentration. In addition, we sought to characterize inter-individual variation in urinary 1-AP following the standardized exposure.
In order to quantify potential 1-nitroprene exposures from other background environmental sources, we asked subjects to wear a personal sampler 24 h prior to and 24 h following an exposure session. The personal sampler was the same as the one used for the measurement of 1-nitropyrene in the CEF and was also operated at a flow rate of 4 l min−1. The sampling inlet was clipped on subjects' collars or shirt pockets. During sleeping hours, the sampler was placed in the bedroom with its inlet close to the breathing zone.
Prior to sample extraction, all filter samples were stored separately in petri dishes in complete darkness at below −4 °C, thus minimizing 1-nitropyrene losses or artifacts. The filters were Soxhlet extracted with 150 ml of HPLC-grade dichloromethane at 70 °C for at least 16 h. After cooling down to room temperature, the extracts were rotary evaporated at 40 °C under a reduced pressure to ∼1 ml. The concentrated extract, along with ∼3 ml dichloromethane used for rinsing, was transferred to an amber vial where the extract was blown to dryness with a gentle nitrogen stream at room temperature. Finally 0.1 ml benzene was added to the vial containing the dry extract. The final solution was analysed for 1-nitropyrene on a GC-ECD system (Model 6890 of Hewlett Packard Co., Rolling Meadows, IL). A DB-5 capillary column (30 m × 0.25 mm id × 0.25 µm-thick film, J&W Scientific, Davis, CA) was used with the following oven temperature program: held at 75 °C for 2 min, increased to 280 °C linearly in 26 min, then held at 280 °C for 5 min. The temperature was set at 300 °C for both the detector and the injection port. An external standard of 1-nitropyrene (99% purity, Aldrich Co., St. Louis, MO) was used to generate calibrations curves.
Shortly after collection, the acetylated urinary 1-AP conjugate was hydrolysed with concentrated HCl (1 ml HCl 12 M + 10 ml urine) at 80 °C in a shaking bath for 1 h. The mixture was then kept cool on an ice bath before extraction. During the extraction process, the pH of the urine–HCl mixture was first adjusted to 7–8 by adding ∼1.1 ml of 10 M NaOH and a small quantity of concentrated acetic acid. The resulting solution was then extracted twice with 5 ml of dichloromethane by centrifugation at 2500 g for 10 min. The two dichloromethane extracts were combined in a glass tube and evaporated to near dryness using nitrogen at room temperature. The residue was rinsed from the glass tube wall and made into a final solution of 1 ml with acetonitrile. The final solution was filtered through a 0.2 µm PVDF Liquid Filter into a 1.8 ml amber vial that was sealed with a Teflon septum for HPLC analysis.
The HPLC system used for 1-AP analysis included a 600E System Controller, a 717 Auto Sampler, and a 2474 Fluorescence Detector (Waters Co., Milford, MA). An Ascentis RP-Amide column (4.6 mm × 250 mm) (Supelco Co., Bellefonte, PA) was used to separate analytes. The mobile phase involved the use of two solutions: solution A = 50 % acetonitrile in water, and solution B = 100 % acetonitrile, with, linear gradient from 100% A to 100% B in 30 min at a flow rate of 1.0 ml min−1. The injection volume was 20 µL. The fluorescence detector was set at an excitation wavelength of 254 nm and an emission wavelength of 425 nm. An external standard of 1-AP (97% purity, Aldrich Co., St. Louis, MO) was used to generate calibrations curves for quantifying 1-AP concentrations. All calibration curves had a near-zero intercept and a R2 > 0.99. This method had a detection limit of 0.02 ng ml−1, expressed as three times the standard deviation of a low-concentration calibration standard (N = 8). The coefficient of variation (CV) on eight repeated injections was 10.1%, demonstrating high reproducibility of the method. Defined as ratio of the concentration determined from the HPLC analysis to the concentration spiked into a real urine sample (with concentration in the original urine subtracted), the method recovery was 88.3%. Examples of chromatograms from a representative urine sample and standard are shown in Fig. 1.
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Fig. 1 Representative example of chromatograms showing 1-AP in a typical urine sample and the standard. |
Creatinine concentration in each urine sample was measured spectrophotometrically and was used to normalize1-AP concentration (i.e., reported as µg 1-AP per gram creatinine.) Creatinine adjustment is intended to adjust for varying diluteness in spot urine samples.
The following rules were applied for inclusion of individual subjects' data in the inferential analyses described above. For inclusion, a subject's exposure follow-up should include at least two valid urine samples and should have no consecutive missing samples (see Results section on details of data validation). If there is an invalid or missing concentration, this is replaced by the average concentration of the samples immediately prior to and following it. If the first sample after exposure is invalid, it is not included in the calculation and the time weighted concentration is calculated with this sample time as the starting point.
Additional sign rank tests compared change in concentrations from baseline to first void following exposure and to peak concentration within 24 h following exposure. Specifically, the response was given as the difference between the DE and the clean air exposures in the change in the log-transformed concentrations from baseline to first (or peak) void. For these analyses, only subjects with valid pre- and post-exposure measurements were included.
Boxplots in Fig. 2 summarize the urine concentrations during each 2 h interval following the DE exposure and following the clean air exposure. Median concentrations following the DE exposure were up to 9.9 times higher than median concentrations following the clean air exposure.
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Fig. 2 Box plot showing distribution of urinary 1-AP concentrations for all samples at 2 h intervals following DE exposure and clean air exposure. The number of urine samples in each time interval ranges from two to 34. The larger appearing median concentration for DE at the ≥18 to <20 h interval is based on only five samples. Sixteen data points of 1-AP concentration > 200 µg mol−1creatinine are not shown. The boxplots show the 25th, 50th and 75th percentiles within the box. The largest and smallest non-outliers (within 1.5 times the interquartile range (IQR) from the first and third quartile) are marked by ‘whiskers’, and mild outliers (from 1.5 to three times the IQR from the first and third quartile) and extreme outliers (more than three times the IQR from the first and third quartile) and are marked with open circles and stars respectively. |
Fig. 3 presents histograms of the time-weighted concentrations following the DE exposure and the clean air exposure. It is clear that the distribution shifted towards higher 1-AP concentrations following the DE exposure compared to the distribution of concentrations following clean air exposure. Following the DE exposure, <40% of the subjects had 1-AP concentrations ≤ 100 ng g−1creatinine, compared to 90% of the subjects with average time-weighted 1-AP concentration ≤ 100 ng g−1creatinine following the clean air exposure.
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Fig. 3 Histograms showing the distribution of individual time-weighted-average 1-AP concentrations in spot urines collected during the 24 h period following the DE exposure (upper) and the clean air exposure (lower). |
The time course of urinary 1-AP concentrations was highly variable between individuals. Times to peak exposure varied widely, and some of the 24 h time courses included more than one local maxima. In some cases, the highest concentration was in the last sample collected in the 24 h period, precluding estimation of the peak concentration. Fig. 4 shows three examples of individual time courses that illustrate the varying patterns of 1-AP excretion.
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Fig. 4 Examples of the time courses of untimed urinary 1-AP concentrations following DE and clean air exposures for three individuals, demonstrating the widely varying patterns of excretion. Time 0 is at the start of the 2 h exposure. For each individual, DE exposure is represented by square points connected by solid lines and clean air exposure by diamond points connected by broken lines. |
The signed rank test indicated that the time-weighted 1-AP urine concentrations following the DE exposures differed significantly from the concentrations following the clean air exposure (S = 265, p <0.0001). In fact, 33 out of 38 subjects (86.8%, 95% CI: 73.1, 97.6%) had higher time-weighted concentrations following the DE exposure than following the clean air exposure. This is reflected in the large difference in medians of the time-weighted concentrations for the 38 subjects between the two exposure conditions (138.7 ng g−1 for the DE and 21.7 ng g−1 for the clean air). Because the data were highly skewed, the differences in mean time-weighted concentrations were smaller (with large standard deviations) (324.0 ± 442.4 ng g−1 following the DE exposure and 234.4 ± 852.9 ng g−1 following the clean air exposure)
We also made comparisons of changes in concentrations from baseline to either first void or the peak (i.e., the highest concentrations among all the post-exposure spot urines). The signed rank tests revealed significant differences between the DE and CA control exposures as measured by the change from baseline to either of these post-exposure spot urine samples (p = 0.027 for first voids; p = 0.0026 for peak-concentration voids).
Our results are consistent with results of a study by Seidel et al.14 that showed measurable levels of 1-AP in 24 h urine collected from miners exposed to DE. Seidel et al.14 also found that 1-AP urine concentrations were higher among more highly-exposed underground miners compared to surface workers, but there was no unexposed control group. They found no apparent difference in urinary 1-AP concentrations between smoking and nonsmoking miners. This ability to distinguish between tobacco smoke and DE exposures may be especially useful in occupational epidemiology studies in which cigarette smoking is usually an important confounder. Our study of nonsmokers did not address this issue.
The concentrations of 1-AP in urines collected after the clean air exposure were in some cases within the range of concentrations after the DE exposure (Fig. 2). This may have resulted from dietary sources, which we did not assess, or from background environmental exposure to 1-nitropyrene. Our personal air sampling, with non-detectable results, indicates that environmental exposure to 1-nitropyrene was likely small compared to the controlled DE exposure in the Controlled Environment Facility (CEF). However, the personal air samples were integrated over the 24 h periods preceding or following the 1 h exposure, leaving open the possibility that relatively high-level but short-period exposures occurred during activities such as commuting prior to the morning exposure sessions. In this context, it should be noted that the majority of subjects were students attending classes on a large university campus. Diesel buses provide transportation between classes and between dormitories and parking lots and run across the campus frequently. Exposures to DE before and/or after CA and DE exposure could well have occurred while riding these buses and/or from being in campus locations where these buses pass and stop. By comparing urinary 1-AP concentrations after DE exposure to concentrations after CA exposures, we controlled to some extent for this individual variation in background exposure.
Supporting the conclusion that 1-nitropyrene exposure is widespread, Zwirner-Baier and Neumann9 detected hemoglobin adducts of 1-nitropyrene among garage workers, urban residents and rural residents, with no significant differences between the small groups studied.9 A recent study by Toriba et al.18 found measurable levels of several other metabolites of 1-nitropyrene, but not 1-AP, in urine of urban dwellers with assumed environmental exposure to DE.18 However, the urine metabolites in the Toriba et al.18 study were deconjugated with glucuronidase, not acid hydrolysis of actetylated conjugates, and therefore did not measure the acetylated conjugate of 1-AP. Our methods were sensitive enough to detect background levels of urinary 1-AP in a sample of individuals without occupational exposure to DE, but further study would be required to determine the source(s) of this background urinary 1-AP.
We observed a large degree of between- and within-subjects variability in urinary 1-AP concentrations, both after the DE exposure and the clean air exposure. For a few individuals, spot urine concentrations after the clean air exposure exceeded concentrations after the DE exposure. In some cases, this was due to low 1-AP concentrations in post-DE exposure spot urine samples. At least some of these urine samples were likely to have been collected before or after the appearance in the urine of 1-AP derived from exposure to 1-nitropyrene during the discrete 1 h DE exposure period. A source of variability inherent in urine bio-monitoring is the fact that spot samples of urine represent integration of the rate of 1-AP appearance in the urine over varying periods of time between voids. We attempted to address this in part, through use of time-weighted measure of urine concentrations. Despite this variability, we did see a statistically significant difference between the DE and the clean air exposures when we compared single post-exposure samples, either as first void or peak urine concentrations during the 24 h post-exposure period. The kinetic limitations potentially inherent in the use of spot urine sampling for assessing individual exposures are less problematic when employing such data to compare exposure levels in populations with differential exposures.
Inter-individual variability observed in this study could be accounted for by differences in the pharmacokinetics of 1-AP metabolism, including inherited or acquired enzyme status relevant to 1-nitropyrene metabolism. All subjects underwent nearly identical DE exposure conditions, but individual differences may have started with differences in absorbed dose of 1-nitropyrene (due to differences in respiration parameters, nose versus mouth breathing, pulmonary clearance rates, and other variables, none of which were assessed in this study). Studies of 1-nitropyrene metabolism in animals suggest that 1-AP may not be the primary metabolite of 1-nitropyrene in urine,19,20 and, even given the same absorbed dose of 1-AP, individual profiles of metabolites may vary. Studies in animal models indicate that although 1-nitropyrene may be reduced to 1-AP in the liver, it is primarily metabolized by cytochrome P450s in the liver to ring-hydroxylated metabolites, including the 3-, 6-, and 8-hydroxyl-1-nitropyrenes.15,19 Other rodent studies suggest that gut microflora may contribute significantly to reduction of 1-nitropyrene to 1-AP, with subsequent hydroxylation to 6- and 8- hydroxy-N-acetyl-1-aminopyrenes.21 It has been suggested that involvement of gut microflora, subsequent enterohepatic recirculation, and polymorphisms in N-acetyltransferases may contribute to variability in the metabolism of 1-nitropyrene.18 The relevance of these findings, which were based on an oral route of administration, to inhalation of 1-nitropyrene may be questioned. However, 1-nitropyrene in DE particles is poorly soluble and a portion of the inhaled dose may well reach the gut due to particle clearance mechanisms in the respiratory tract.1 The hydroxylated aminopyrene and hydroxylated nitropyrene metabolites identified in the animal models were measured in human urine in the Toriba et al.18 study of urban dwellers with presumed environmental inhalation exposure to 1-nitropyrene. In general, individual differences in metabolism of 1-nitropyrene may result in different patterns of urine metabolites, possibly due to individual differences in functional polymorphisms in enzymes such as cytochrome P450s and nitroreductase.22
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