dioxin-like and endocrine disruptive activity of traffic ...b10 cm in depth. bioassays have...
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Dioxin-Like and Endocrine Disruptive Activityof Traffic-Contaminated Soil Samples
T. Šı́dlová Æ J. Novák Æ J. Janošek Æ P. Anděl ÆJ. P. Giesy Æ K. Hilscherová
Received: 1 August 2008 / Accepted: 11 May 2009 / Published online: 2 June 2009
� Springer Science+Business Media, LLC 2009
Abstract Pollution of surface soils by traffic, especially
along major highways, can be a significant issue. Numer-
ous studies have demonstrated traffic to be an important
source of particulate matter and gas-phase organic air
pollutants that produce many types of deleterious effects.
This article brings original information about the presence
of contaminants with specific mechanisms of action in
traffic-influenced soils as determined by bioanalytical
approaches and instrumental analyses. The initial phase of
the study aimed to compare contamination of soils near
highways with those from reference localities, whereas the
second phase of the study investigated the influence of
traffic pollution in soils at various distances from high-
ways. For the reference areas, forest soils contained greater
concentrations of 2,3,7,8-tetrachlorodibenzo-p-dioxin
equivalents (TCDD-EQs; 483 to 2094 pg/g) than did arable
soils (96 to 478 pg/g), which represent the relevant refer-
ence for the studied soils along highways. The total con-
centration of TCDD-EQs determined in the in vitro
transactivation assay ranged from 225 to 27,700 pg/g in
traffic-affected soils. The greatest concentration of TCDD-
EQs among the studied sites was observed in soils col-
lected near highway D1, which is the primary thoroughfare
in the Czech Republic. The concentrations of TCDD-EQs
in roadside soils were the greatest and decreased with
increased distance from highways, and this spatial distri-
bution corresponded with the levels of polycyclic aromatic
hydrocarbons (PAHs). Soils collected 100 m away from
highways in most cases contained concentrations of
TCDD-EQs similar to background values. Most TCDD-EQ
presence was caused by nonpersistent compounds in soils,
with a significant contribution from PAHs as well as other
unknown nonpersistent chemicals. Extracts from most soils
collected near highways exhibited antiestrogenic and in
some cases antiandrogenic activities; for several sites the
activity was also detected in soils farther from highways.
The presence of TCDD-EQs and antihormonal activity in
highway-affected soils points to traffic as a source of pol-
luting compounds having specific effects.
Pollution from traffic sources is frequently an important
issue in large city agglomerations, but it can also occur
along major highways. Traffic is connected with the
emission of dust, ie, particulate matter (PM) (de Kok et al.
2006), as well as gaseous pollutants, which can be trans-
ported to soil by both wet and dry deposition. Many of the
substances released from traffic are insoluble in water, have
high adsorption ability, and tend to bind to mineral and
T. Šı́dlová � J. Novák � J. Janošek � K. Hilscherová (&)RECETOX, Masaryk University, Brno, Czech Republic
e-mail: [email protected]
P. Anděl
Evernia s.r.o., Liberec, Czech Republic
J. P. Giesy
Department of Biology and Chemistry, City University of Hong
Kong, Hong Kong SAR, People’s Republic of China
J. P. Giesy
Biomedical Sciences and Toxicology Centre, University
of Saskatchewan, Saskatoon, SK, Canada
J. P. Giesy
Zoology Department, Center for Integrative Toxicology,
Michigan State University, East Lansing, MI 48824, USA
J. P. Giesy
Environmental Science Program, Nanjing University, Nanjing,
China
123
Arch Environ Contam Toxicol (2009) 57:639–650
DOI 10.1007/s00244-009-9345-4
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organic particulates in soil. The pollutants can be stored or
transformed in the soils or subsequently modified by soil
microorganisms (Wesp et al. 2000). Soils located near
major traffic routes can thus serve as media documenting
pollution from traffic sources. Soils are a relatively stable
matrix compared with air, they do not undergo rapid
changes according to actual weather conditions and thus
reflect longer-term contamination.
A number of studies have investigated the release of
pollutants from traffic into air (Klein et al. 2006). Com-
bustion of fossil fuels also in vehicle engines is an
important source of a group of highly abundant pollutants
called ‘‘polycyclic aromatic hydrocarbons’’ (PAHs). PAHs,
which can be found in all compartments of the environ-
ment, are known to affect organisms through various
modes of action. In addition to PAHs, traffic can be a
source of their numerous derivatives and degradation
products as well as persistent organic pollutants (POPs).
Some of these contaminants, such as polychlorinated
biphenyls (PCBs) and polychlorinated dibenzo-p-dioxins
and dibenzofurans (PCDD/Fs) (Safe 1986), are hazardous
because of their toxicity and persistence. In addition, POPs
have nonpolar molecules and hence can accumulate in
adipose tissue and cause deleterious cellular effects. The
potential adverse effects of these compounds and their
environmental mixtures include teratogenicity, carcinoge-
nicity (Muto et al. 1996), and effects on normal physiologic
endocrine function of an organism (Ankley et al. 1998).
Some of these contaminants can disturb signaling of cel-
lular receptors, such as the aryl hydrocarbon (AhR) and
hormonal receptors (eg, estrogen receptor [ER], androgen
receptor [AR], glucocorticoid receptor). Effects mediated
via AhR caused by TCDD-(dioxin)-like compounds
(Whyte et al. 2004) include immune system and liver
function disorders as well as endocrine and nervous system
abnormalities (Mukerjee 1998). In particular, compounds
modulating endocrine regulation can influence reproduc-
tion or developmental processes (Kelce and Wilson 1997).
Exposure to diesel exhaust has been correlated with
adverse effects on the reproduction of rodents (Yoshida
et al. 1999; Watanabe and Kurita 2001; Li et al. 2006a) and
birds (Li et al. 2006b). Human fertility has been suggested
to be adversely affected by exposure to pollution from
traffic (de Rosa et al. 2003). Some studies have demon-
strated in vitro estrogenic as well as antiestrogenic and
antiandrogenic effects of traffic exhaust particulates and
road dust (Kizu et al. 2003; Misaki et al. 2008; Ueng
and Wang 2004, Okamura et al. 2004; Taneda and Mori
2004).
Few studies exist regarding the potential influence of
traffic on soil contamination. One study that focused on
several major pollutant groups pointed to traffic as a
source of organic pollutants, such as PCDD/Fs, PCBs,
PAHs, and heavy metals in the affected soils (Benfenati
et al. 1992). Relatively great concentrations of POPs were
also found in soils near a heavily congested road in
northern Italy (Capuano et al. 2004), with the greatest
concentrations of PCDD/Fs occurring in surface layers of
B10 cm in depth. Bioassays have demonstrated estro-
genic, androgenic and/or glucocorticoid-like, and dioxin-
like activities in agricultural soils, which was partially
attributed to residues of pesticides, PCBs, and PAHs
(Kannan et al. 2003). In addition, that study indicated that
soil can serve as a secondary source of organochlorine
pesticides (OCPs) and reflect the history of pesticide use
in the area. Estrogenic and AhR-mediated activity were
also found in surface soils from Tianjin in China (Xiao
et al. 2006). The distribution of sites with estrogenic
activity was different than the distribution of sites with
dioxin-like activity, which was mostly observed in urban
areas.
In traffic-affected soils, contaminants are present as
complex mixtures of both known and unknown com-
pounds with various toxic effects. In addition, some
compounds can act through multiple mechanisms of
action (Schrader and Cooke 2003). The interactions
among contaminants present in complex soil mixtures,
such as synergism, antagonism, or additivity, can also
modulate toxic potential (Hilscherova et al. 2000). For
example, some studies have reported additive or even
synergistic effects of estrogenic compounds (Payne et al.
2000; Bergeron et al. 1999).
In vitro bioassays are useful as integrative measures of
effects of individual chemicals or environmental complex
mixtures. These tests assess the total specific toxic potency
of complex mixtures and include interactions between
compounds (Hilscherova et al. 2000). The best character-
ization of contamination status is obtained by the combined
use of bioanalytic approach and instrumental analyses.
Instrumental analyses provide information on concentra-
tions of selected priority compounds, whereas bioassays
characterize the overall presence of compounds and their
specific modes of action.
This study was conducted to determine if traffic can be a
source of pollutants with specific modes of action in soils
along highways. The study investigated contamination of
soils close to major highways, with a focus on compounds
having potential dioxin-like and hormonal effects. The
research focused on specific mechanisms of action,
including the signaling pathways of AhR, AR, and ER.
Another study goal was to compare residue concentrations
and their combined potential to interact with AhR, ER, and
AR in different types of soil (forest, arable soil) from a
reference area.
640 Arch Environ Contam Toxicol (2009) 57:639–650
123
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Methods
Sample Collection
Sampling sites along major highways, where traffic inten-
sity is regularly monitored (Table 1), were selected to
represent a range of roads with heavy traffic. In 2004, soils
were sampled near urban highways and at reference
localities in the broader Prague metropolitan area (Fig. 1).
The composite soil samples were collected in the areas
Ruzyne, Suchdol, and Brezineves in Central Bohemia in
December 2004. One set of sites was located between
Ruzyne and Suchdol (RS), and second set of sites was
located between Suchdol and Brezineves (SB). Eight
samples of arable soils and eight samples of forest soils
were collected in regions where highways will be built in
the future; these were chosen to be reference areas.
Another eight samples were taken immediately adjacent to
existing highways (0 to 1 m distance), and another eight
samples were taken from roadsides (approximately 20 m
away). The samples are labeled by location (RS or SB) and
by numbers 1–4 for reference sites (no highway), 5–8 for
sites along the highway.
In the next part of the study, another group of soil
samples was collected from regions along two major
highways in the Czech Republic in November 2005. The
first sampled region was along the main highway in Czech
Republic D1 in the area of Ceskomoravska Vysocina (CV),
and the second sampled region was along a highway near
the city Mlada Boleslav (MB) (Fig. 1). Samples were
collected from two transects in each region (CV1, CV2,
MB1, and MB2). The composite samples of soils were
Table 1 Traffic intensity (number of cars/d) in the SB and RS areasin 2004 and in the CV and MB areas in 2005
Cars Trucks Total
2004
SB5 11813 320 12881
SB6 43242 5364 53350
SB7 51593 981 55229
SB8 37363 6307 47415
RS5 55384 2761 61693
RS6 34121 8522 47651
RS7 34011 7023 45011
RS8 83187 10580 99765
2005
CV 21023 17009 38100
MB 24005 7158 31228
Fig. 1 Map of the study siteswithin the four regions along
major highways and reference
areas sampled in 2004 and 2005.
The 2004 samples were
collected in the broader area of
Prague. Circles indicate the sites
in area Ruzyne–Suchdol (RS),
and squares indicate sites in area
Suchdol–Brezineves (SB).
Filled symbols indicate sites
near existing highways, and
empty symbols indicate
reference localities. Black
triangles mark MB1 and MB2
(region of Mlada Boleslav) as
well as CV1 and CV2 (region of
Ceskomoravska vysocina), all
situated along two major
highways, where samples were
taken in 2005
Arch Environ Contam Toxicol (2009) 57:639–650 641
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collected from distances of 100, 50, 20, and 0 to 1 m (ie,
immediately adjacent to highways). All samples were taken
from one side of each highway.
All soil samples were prepared as homogenized com-
posite samples of five individual subsamples collected at
1 9 3–m sampling plots from 0- to 20-cm layers. Soil
samples were quickly transported to the laboratory in
polyethylene black bags and sieved through 2-mm mesh
(with the exception of a portion used for determination of
physicochemical properties). The soil samples were char-
acterized for organic carbon content (total organic carbon
[TOC]) by a High Temperature TOC/TNb Analyzer
LiquiTOC II (Elementar Analysensysteme GmBH, Hanau,
Germany).
Extraction
Dried soil samples were extracted with high-purity dichlo-
romethane (DCM; Burdick and Jackson, Muskegon, MI) by
use of a Soxtec apparatus. Extracts were concentrated to
approximately 5 ml by rotary evaporation and then to 1 ml
under nitrogen stream. A portion of the extracts was trans-
ferred to dimethylsufoxide (DMSO) for testing in the bio-
assays. The final concentration equivalent of extracts was
10 g soil/ml extract. A portion of each soil extract from year
2004 was treated with sulphuric acid to degrade the less
persistent compounds, such as PAHs, to determine the
contribution of persistent compounds to the bioassay
responses. One half of the extract was evaporated under
nitrogen and dissolved in 100 ll DMSO, and the second halfof the extract was vigorously mixed with 3 ml concentrated
sulphuric acid for 30 minutes to degrade less persistent AhR
ligands, such as PAHs. The layers were separated by cen-
trifugation at 1000 g for 10 minutes after which the top
DCM layer was transferred into a clean tube. Mixing was
repeated after adding 4 ml DCM to the tube containing the
sulphuric acid layer. Finally, the top DCM layer was com-
bined with the first fraction, and the samples were concen-
trated under nitrogen and dissolved in 100 ll DMSO.
Bioassays
The potency of extracts to elicit AhR receptor–mediated
responses was tested in a reporter gene transactivation
assay using a rat hepatoma cell line (H4IIE.luc) stably
transfected with the luciferase gene of firefly (Photinus
pyralis) under transcriptional control of dioxin-responsive
element. This bioassay is a well-established model for the
evaluation of dioxin-like activity (Sanderson et al. 1996).
Cells were maintained in medium containing 10% fetal calf
serum at 37�C in a humidified 5% CO2 incubator. Cellswere plated in 96-well microplates at a density of 15,000
cells/well. These plates were preincubated for 24 hours to
attach the cells in wells. The exposure to standard 2,3,7,8-
tetrachlorodibenzo-p-dioxin (TCDD) or soil extracts was
performed on the second day. All microplates contained
TCDD-calibration standards. Full dose-response curve was
established with final TCDD concentrations between 1.23
and 100 pM.
ER-mediated effects were assessed by use of the human
breast carcinoma cell line MVLN transfected with the ER-
linked luciferase gene under control of estrogen-responsive
element (Willemsen et al. 2004). This cell line was culti-
vated in Dulbecco minimal essential medium (DMEM)/
F12 (Sigma–Aldrich) supplemented with 10% fetal calf
serum Mycoplex (PAA, Austria). MVLN cells were seeded
at a density of 15,000 cells/well. MVLN cells were
exposed in DMEM/F12 supplemented with 5% dialyzed
fetal calf serum, which was treated with dextran/charcoal
to further decrease background concentrations of estradiol.
Approximately 24 hours after plating, cells were exposed
to the tested extracts dissolved in DMSO and/or standard
17b-estradiol (E2, dilution series 1.23 to 100 pM; Sigma–Aldrich, Czech Republic). Effects of soil sample extracts in
MVLN cells were assessed either singly or in combination
with competing endogenous ligand. Antiestrogenicity was
assessed by simultaneous exposure of the sample extract
and E2 (33.3 pM).
The final concentration of solvent did not exceed 0.5%
final volume in both bioassays. The extracts were tested in
triplicate and four dilutions to determine dose-response
curves. During exposure (24 hours), the plates were incu-
bated at 5% CO2 and 37�C. Before measurement of lumi-nescence, cells were checked for possible cytotoxicity. The
mixture of medium, buffer for lysis, and substrate for
luciferase (Promega Steady Glo Kit; Promega) was added
to the wells. After 10 minutes of incubation at room tem-
perature, luciferase activity was measured as luminescence
produced using a microplate-scanning luminometer (Lu-
minoscan Ascent). The intensity of luciferase luminescence
corresponded to the respective receptor’s activation.
Bioluminescent yeast assay was used for detection of
anti/androgenic activity of the soil sample extracts. The
assay is based on genetically modified yeast strain of
Saccharomyces cerevisiae stably transfected with human-
androgen receptor along with firefly luciferase under tran-
scriptional control of androgen-responsive element (ARE).
This bioassay is a simple screening system for identifica-
tion of the effects of complex environmental samples
because of its easy handling, suitability for large-scale
screening, high sensitivity, and low cost (Michelini et al.
2005; Gaido et al. 1997). Colonies of yeast inoculated onto
an agar plate were grown to 1 mm, and then yeast was
added to medium. The medium contained 6.7 g/l yeast
nitrogen base, appropriate amino acids, and carbon source.
The yeast was grown in this medium overnight at 30�C
642 Arch Environ Contam Toxicol (2009) 57:639–650
123
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with shaking. Yeast culture, 100 ll, was plated into white96-well microplates, and 1 ll of soil extracts or standardtestosterone (T) was added. Antiandrogenic activities of
soil extracts were tested with the addition of competitive
concentration of standard (10-8 M T); thus, the final con-
centration of the solvent did not exceed 2% v/v in a single
well. Plates were incubated at 30�C for 2.5 hours. Standardcalibrations were included in each plate. To obtain full
dose-response curves, we used T concentrations of 10-12 to
10-5 M. Every extract was tested in four dilutions, with
each of those done in three replicates. Substrate for lucif-
erase (100 ll 0.1 mM D-luciferin) was added by automaticdispenser in a luminometer (Luminoscan Ascent) (Miche-
lini et al. 2005). Luciferase activity was measured 2 min-
utes after the addition of substrate. All samples were tested
with the control strain (luc) in parallel for possible cyto-
toxicity (Leskinen et al. 2005).
Chemical Analyses
Concentrations of indicator PCBs, PAHs, and OCPs were
assessed. Laboratory blank and reference material were
analyzed with each set of samples. Fractionation of the raw
extracts was achieved on silica gel column; sulfuric acid–
modified silica gel column was used for PCB and OCP
analyses. Samples were analyzed using a gas chromatogra-
pher (GC)–electron capture detector (Hewlett-Packard [HP]
5890) supplied with a Quadrex fused silica column 5% pH
for seven indicator PCB congeners and eight OCPs (a-HCH,b-HCH, c-HCH, d-HCH, p,p0-DDE, p,p0-DDD, p,p0-DDT,HCH). Sixteen United States Environmental Protection
Agency (USEPA) PAHs (naphthalene, acenaphthylene,
acenaphthene, fluorene, phenanthrene, anthracene, fluo-
ranthene, pyrene, benzo(a)anthracene, chrysene, benzo(b)-
fluoranthene, benzo(k)fluoranthene, benzo(a)pyrene, dibenzo
(a,h)anthracene, benzo(ghi)perylene, and indeno(1,2,3-cd)
pyrene) were determined in all samples using a GC–mass
spectrometer instrument (HP 6890–HP 5973) supplied with
J&W Scientific fused silica column DB-5MS. The pollutants
were quantified using Pesticide Mix 13 (Dr. Ehrenstorfer)
and PAH Mix 27 (Promochem) standard mixtures. Terfenyl
and PCB 121 were used as internal standards for PAH and
PCB analyses, respectively. The limit of detection for stud-
ied compounds was 0.1 ng/g soil.
Quality Assurance and Control
Recoveries were determined by spiking samples with sur-
rogate standards. Recovery of analytes varied from 88% to
103% for PCBs, from 75% to 98% for OCPs, and from
72% to 102% for PAHs. Recovery factors were not applied
to any of the data. Laboratory blanks always contained
\1% of the amount determined in the samples.
Data Analysis
Responses of the cell line H4IIE.luc caused by soil extracts
were compared with TCDD standard dose-response curves.
The values of responses from the bioassays were converted
to a percentage of the mean maximum response for the
TCDD standard (TCDDmax). Dioxin-like potencies of
mixtures were calculated as TCDD-EQs based on a
response equivalent up to 50% of the maximal response
produced by the standard (TCDDmax) (Villeneuve et al.
2000). Dioxin-equivalents derived from the chemical
analyses (TEQs) used relative potencies for PAHs
according to Machala et al. (2001). The values of hormonal
activities (antiandrogenicity, antiestrogenicity) were quan-
tified as the percentage of response caused by competitive
concentration of appropriate standards. For the yeast
model, the results from AR-specific yeast strain were
normalized to the results from the constitutively lumines-
cent strain to take into account the effects of the samples on
yeast propagation (Leskinen et al. 2005). However, the
results from sample dilutions that were considered cyto-
toxic were discarded from the data analyses.
Results
Comparison of Specific Activities in Soils Collected
in 2004 Near Highways and in Reference Areas
The first part of study compared the situation in forest and
arable soils from background region with soils close to
highways. The number of cars traveling on the studied
highways in 2004 ranged from 13,000 (SB5) to 100,000
cars/d (RS8) (Table 1). RS8 had one of the greatest den-
sities of traffic in the Czech Republic. Traffic density was
comparable (from 45,000 to 60,000 cars/d) at most other
sites in both studied regions (SB and RS). Concentrations
of PAHs as well as PCBs and DDTs were greater in soils
immediately adjacent to highways than in soils collected
from 20 m away or from reference areas. Concentrations of
HCHs and hexachlorobenzene (HCBs) were similar to
those observed in the reference soils, and there was no
clear trend among localities. Concentrations of PAHs,
PCBs, and mostly also DDTs, as well organic carbon
content, were greater in forest soils than in arable soils
within the reference areas (Table 2).
Similarly, the dioxin-like potencies of extracts from
forest soils within reference areas were greater (B10-fold)
then those of arable soils from the same area (Fig. 2).
Because most of the samples collected 20 m from high-
ways were arable soils, these soils were used as relevant
reference samples for comparison with the traffic-affected
sites. Samples collected at sites 20 m from highways
Arch Environ Contam Toxicol (2009) 57:639–650 643
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showed significantly lower concentrations of TCDD-EQs
than soils collected immediately adjacent to highways
(3- to 8-fold), but they were still greater than those
observed for the arable soils in reference areas at most sites
(Table 2).
The relatively great AhR-mediated potency of soils
decreased after treatment with sulphuric acid (Table 2).
The proportion of TCDD-EQs that consisted of persistent
compounds was[20 times less than the total concentrationof TCDD-EQs in all samples. In some cases (eg, samples
collected immediately adjacent to highways at RS5), the
proportion of TCDD-EQs contributed by persistent AhR-
active compounds was \0.1%.
There was a significant correlation between concentra-
tions of TEQs, which were calculated from concentrations
of individual PAHs and their respective REP values, and
concentrations of TCDD-EQs obtained from in vitro assay
(Fig. 3). The concentrations of TEQs calculated based on
concentrations of the 16 priority PAHs established by the
USEPA were approximately three-fold less than the total
concentration of TCDD-EQs, which suggests the presence
of other AhR-active compounds.
There was no androgenicity in any of the soils, whereas
significant antiandrogenic potencies were observed mainly
in soils from traffic-affected regions. Weak antiandrogenic
effect was detected in two forest soils in reference areas,
Table 2 Dioxin-like activity determined in in vitro bioassays presented as TCDD-EQs and concentrations of PAHs, PCBs and DDTs andorganic carbon content in soil samples collected in 2004
Samples Nontreated
TCDD-EQs (pg/g)
H2SO4-treated
TCDD-EQs (pg/g)
PAHs (mg/kg) PCBs (mg/kg) DDTs (mg/kg) Corg (%)
SB1 forest 900 2.9 1.47 0.014 0.022 7.2
SB1 arable 252 3.4 0.32 0.002 0.003 2.4
SB2 forest 488 3.4 0.7 0.005 0.006 5.8
SB2 arable 201 1.5 0.71 0.004 0.005 2.3
SB3 forest 483 7.0 0.33 0.005 0.028 3.8
SB3 arable 96 2.4 0.17 0.003 0.002 2.1
SB4 forest 1310 9.6 0.64 0.002 0.002 5.7
SB4 arable 153 3.1 0.22 0.001 0.001 3.5
SB5 0–1 m 2172 3.7 3.1 0.150 0.016 2.9
SB5 20 m 394 2.3 0.75 0.004 0.010 4.7
SB6 0–1 m 1961 2.9 3.7 0.021 0.007 2.4
SB6 20 m 225 2.9 0.4 0.188 0.010 3.4
SB7 0–1 m 4819 5.6 4.2 0.046 0.011 3.7
SB7 20 m 613 5.3 0.58 0.007 0.003 4.1
SB8 0–1 m 2546 5.1 2.2 0.019 0.007 2.2
SB8 20 m 930 3.2 1.25 0.004 0.027 3.2
RS1 forest 870 2.5 1.6 0.011 0.007 10.3
RS1 arable 312 2.9 0.46 0.005 0.008 2.0
RS2 forest 2094 3.4 3.1 0.016 0.029 8.3
RS2 arable 460 3.6 0.68 0.002 0.005 2.3
RS3 forest 923 2.9 1.5 0.017 0.043 8.4
RS3 arable 478 3.2 0.81 0.001 0.013 2.1
RS4 forest 1454 13.9 0.52 0.008 0.015 8.5
RS4 arable 232 1.6 0.69 0.002 0.004 2.3
RS5 0–1 m 4927 2.4 12.0 0.191 0.029 2.7
RS5 20 m 492 3.5 0.75 0.006 0.009 4.3
RS6 0–1 m 592 1.1 2.8 0.048 0.008 2.9
RS6 20 m 306 7.2 0.2 0.003 0.002 5.4
RS7 0–1 m 652 2.2 1.62 0.015 0.003 1.5
RS7 20 m 255 13.9 0.08 0.001 0.001 2.7
RS8 0–1 m 1366 7.8 0.78 0.010 0.003 3.1
RS8 20 m 1828 8.3 1.40 0.003 0.002 2.0
Concentrations of PAHs, PCBs, DDTs, and organic carbon content in the studied samples
644 Arch Environ Contam Toxicol (2009) 57:639–650
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which were remote from any highways. Antiandrogenicity
was observed in soils taken immediately adjacent (0 to
1 m) to highways in area SB (sites SB5 and SB6) and from
the highway in area RS (site RS5). At a 20-m distance from
highways there was significant antiandrogenicity only in
soil from SB5 (Fig. 4a).
The prevailing effects on the interaction of samples with
ER signaling were antiestrogenic. There was no antiestr-
ogenicity in extracts of arable control soil. Some forest
soils from reference areas showed weak antiestrogenic
potency (approximately 75% of the response of competi-
tive concentration of standard). Forest sample RS1 had the
greatest antiestrogenic potency: approximately 30% of
response of corresponding equivalent concentration of
standard alone.
Most samples collected adjacent to highways (SB5,
SB7, and SB8 as well as RS5 and RS7) and some samples
from 20 m away (SB7 as well as RS5 and RS8) exhibited
greater antiestrogenicity (Fig. 4b) compared with reference
arable soils. One sample collected immediately adjacent to
highways (RS6) and several samples collected 20 m from
highways exhibited estrogenic effects, whereas no estrog-
enicity was found in soils from reference areas.
Soil Contamination with Increasing Distance
from Highway (2005)
This part of study assessed traffic pollution in surface soils
with increasing distance (0 to 1, 20, 50, and 100 m) in two
areas (CV and MB) along highways with average traffic
intensities for the Czech Republic. The average transport
density was 38,100 vehicles/d for CV and 31,228 vehicles/
d for MB (Table 1), which corresponds to the mean traffic
intensity of 31,690 vehicle/d in the Czech Republic in
2005.
AhR-mediated potency, as well as concentrations of
most of the pollutants, exhibited a pattern consistent with
traffic being the source of surface soil contamination.
Similarly to the samples from 2004, concentrations of
PAHs, PCBs, and DDTs were greater in soils collected
immediately adjacent to highways than in soils collected
20 m away or in reference areas (Tables 2 and 3), whereas
concentrations of HCHs and HCBs showed no clear trend.
Generally, concentrations of PAHs in soils collected
adjacent to highways in 2005 were greater than those
collected the previous year. However, this difference was
not obvious in soils collected from 20 m away. The
greatest concentration of PAHs was observed in soils
adjacent to highways, with concentrations decreasing with
increasing distance from highways.
Similarly, the greatest dioxin-like potencies were found
in samples taken immediately adjacent to highways, and
there was a dramatic decrease in TCDD-EQs at more dis-
tant sites (Table 3). A milder distance-related degressive
trend was found only for the second transect from the
region of MB. Concentrations of TCDD-EQs in soils from
the most distant sites (100 m from highways) were
SB
forestarable soil
highway (0-1m)20m distance
0
1000
2000
3000
4000
5000
6000
RS
forestarable soil
highway (0-1m)20m distance
TC
DD
-EQ
(pg
/g)
Fig. 2 Dioxin-like activities ofthe different types of soil
samples (forest soils, arable
soils, soils adjacent to
highways, and soils 20 m away
from highway) collected in
2004 and determined by
H4IIE.luc bioassays
4
3.5
3
2.5
2
1.51 1.5 2 2.5 3 3.5
log
TC
DD
-EQ
(pg
/g)
log TEQ chem.calculated (pg/g)
R2 = 0.67
Fig. 3 Correlation between log-TEQs calculated from the results ofchemical analyses, and log-TCDD-EQs determined by H4IIE.lucbioassays
Arch Environ Contam Toxicol (2009) 57:639–650 645
123
-
comparable with values observed in extracts from arable
soils in the background area in 2004, with somewhat
greater concentrations along transect MB2. Concentrations
of TCDD-EQs in soils collected 50 m from highways were
greater than those in soils collected 100 m away. Con-
centrations of TCDD-EQs in soils collected adjacent to
highways in 2005 were greater than those collected from
roadside soils during the previous year. The greatest
0
20
40
60
80
100
120
140
160
180
200
control SB5 SB6 SB7 SB8 RS5 RS6 RS7 RS8
samples
% o
f res
pons
e of
E2
(3*1
0-11
M)
competitive concentration of 17β-estradiol (E2)
0-1 m
20 m
02040
6080
100120140
160180200
control SB5 SB6 SB7 SB8 RS5 RS6 RS7 RS8
% o
f res
pons
e of
T (
10-8
M)
competitive concentration of testosterone (T)
0-1 m
20 m
(b)
(a)Fig. 4 a Antiandrogenic and bantiestrogenic activities of soil
samples collected in 2004 from
two areas along highways. The
first area is SB, and the second
area is RS. Samples were
collected next to highways
(0–1 m) and 20 m away.
Responses are expressed as
percentage of response of
competing concentration of
standard T (10-8 M) and E2
(3 9 10-11 M), respectively
Table 3 Dioxin-like activity determined in in vitro bioassays presented as TCDD-EQs and concentrations of PAHs, PCBs and DDTs in the soilsamples collected in 2005
Samples TCDD-EQs (pg/g) PAHs (mg/kg) PCBs (mg/kg) DDTs (mg/kg)
CV1 0–1 m 27700 14.3 0.088 0.025
CV1 20 m 802 0.24 0.001 0.001
CV1 50 m 671 0.23 0.004 0.001
CV1 100 m 487 0.73 0.001 0.003
CV2 0–1 m 10214 10.2 0.13 0.025
CV2 20 m 2782 0.32 0.005 0.001
CV2 50 m 415 2.5 0.024 0.080
CV2 100 m 333 1.66 0.008 0.025
MB1 0–1 m 6807 9.6 0.078 0.029
MB1 20 m 715 0.70 0.031 0.011
MB1 50 m 1511 1.12 0.022 0.060
MB1 100 m 301 0.92 0.012 0.038
MB2 0–1 m 11713 4.2 0.20 0.034
MB2 20 m 7608 0.13 0.017 0.001
MB2 50 m 4590 0.24 0.002 0.002
MB2 100 m 650 0.27 0.012 0.003
Concentrations of PAHs, PCBs and DDTs in the studied samples
646 Arch Environ Contam Toxicol (2009) 57:639–650
123
-
concentration of TCDD-EQs (27,700 pg/g dry weight
[dw]) was found in soils adjacent to the main highway of
the Czech Republic D1.
None of the samples from 2005 showed androgenic
potency, whereas antiandrogenic potency was observed in
soils adjacent to highways (Fig. 5a). Greater antiandro-
genic potency of soils collected adjacent to highways was
observed in the area of CV than in the MB region. No
antiandrogenicity was observed in soils collected at greater
distances from highways.
No estrogenic effects were found in any soil. The
greatest antiestrogenicity was measured in soils collected
adjacent to highways. Soils from the MB region also
exhibited antiestrogenic potencies at greater distances from
the highway, whereas there was less activity in the samples
more distant from the highways in the CV region (Fig. 5b).
Discussion
Soil is a relatively stable environmental medium that
integrates the longer-term influences of pollution, thus
reflecting the pollution status of a region. Therefore, soils
along roads can serve as a medium for the storage of
pollutants from traffic and reflect long-term pollution
effects caused by contamination from traffic. This fact has
been clearly demonstrated by the greatest presence of the
compounds with specific modes of action as well as the
traditionally studied pollutants in soils from sites adjacent
to highways.
Concentrations of approximately 20 ng/g PCBs in soils
adjacent to highways are comparable with concentrations
from industry-polluted areas. Samples from regions with
heavy traffic (RS5, SB5 [20 m away], and SB6 [adjacent to
highway]) were among the most PCB-contaminated soil
samples. The greatest measured concentrations, which
were approximately 200 ng PCB/g, were considerably
high, even for industrial areas (Holoubek et al. 2000).
Therefore, it is likely that the PCBs did not originate from
general traffic but rather from transported materials or
other sources.
The results of our study have shown a dramatic decrease
in all studied specific activities and pollutant concentra-
tions in soils within as few as 20 m from highways. This
corresponds with results of a study of roadside soils in
Italy, in which a significant decrease in concentrations of
PAHs, PCBs, PCDDs, and heavy metals was observed in
soils as few as 10 m from highways (Benfenati et al. 1992).
Concentrations of PAHs were approximately 1,000-fold
greater in soils adjacent to Czech highways than those
adjacent to Italian highways that were studied. This may be
due to the greater intensity of traffic at the Czech sites
(11,500 to 18,000 vehicles/d in the Italian study compared
with 13,000 to 100,000 vehicles/d for the studied Czech
highways; Table 1). In contrast, concentrations of PCBs
were similar in soils from both the Czech and Italian
0
20
40
60
80
100
120
140
160
180
200
control CV1 CV2 MB1 MB2
control CV1 CV2 MB1 MB2
% o
f res
pons
e of
T (
10-8
M)
competitive concentration of testosterone (T)0-1 m20 m
50 m100 m
020406080
100120140160180200
localities
% o
f res
pons
e of
E2
(3*1
0-11
M)
competitive concentration of 17β-estradiol (E2)0-1 m20 m
50 m100 m
(a)
(b)
Fig. 5 a Antiandrogenic and bantiestrogenic activities of soil
samples collected in 2005 at
various distances from highway
D1. Two transects are from CV,
and two transects are from MB.
Responses are expressed as
percentage of response of
competing concentration of
standard T (10-8 M) and E2
(3 9 10-11 M), respectively
Arch Environ Contam Toxicol (2009) 57:639–650 647
123
-
studies. This fact suggests that traffic emissions are likely
not the primary source of PCB contamination.
Concentrations of TEQs contributed by the 16 USEPA
priority PAHs were correlated with the concentrations of
TCDD-EQs; however, concentrations of TEQs based on
PAHs were three-fold less than those of TCDD-EQs. The
results of our investigation show a major contribution of
the nonpersistent fraction to TCDD-EQs, with a significant
contribution made by PAHs as well as also some other
nonpersistent compounds. PAH derivates and humic sub-
stances probably belong among these compounds (Bittner
et al. 2006).
TCDD-EQ concentrations were greater in soils collected
immediately adjacent to highways than in soils collected
20 m away; thus, the influence of traffic is evident. The
release of numerous organic pollutants, some of them with
significant dioxin-like potency, into the atmosphere, has
been linked to traffic (Ciganek et al. 2004). Lower
molecular–weight PAHs were distributed mostly into the
gaseous phase. Nitrated PAHs, mainly nitronaphthalens,
were associated with particulate matter (PM10) (Ciganek
et al. 2004). The compounds present in PM, such as PAHs
and their derivatives, are to a large extent responsible for
the AhR-mediated potency of PM.
Some soils with greater concentrations of PAHs also
exhibited greater antiandrogenic and antiestrogenic
potency. Activation of AhR by ligands, such as PAHs, can
influence concentrations of hormones, their metabolism,
and their receptors. Diesel exhaust particles have been
shown to posses antiandrogenic potency (Taneda and Mori
2004). PAHs, such as benzo[a]pyrene, may be responsible
for these endocrine effects (Okamura et al. 2004). Extracts
from motorcycle exhaust particles, which should at least
partly represent traffic-derived contamination, were an-
tiestrogenic both in vitro in MCF-7 cell line as well as in
vivo in immature female rats (Ueng and Wang 2004).
Antiestrogenicity was probably produced by AhR-depen-
dent cytochrome induction because it could be eliminated
by cotreatment with AhR and the cytochrome P450
inhibitor a-naphthoflavone. This finding concurs with thefact that there is direct link between dioxin-like activity
and antiestrogenicity (Safe and Wormke 2003). Our recent
study found greater concentrations of compounds with
antiestrogenic and AhR-mediated activities in air samples
from traffic affected areas compared with two other regions
(Novák et al. 2009). Testing has confirmed the presence of
chemicals, such as PAHs and their derivates. PAHs and
their analogues, such as nitroderivates, belong among the
main traffic contaminants. Others studies have also dem-
onstrated that PAHs and their derivates can be connected to
antiestrogenicity (Chaloupka 1993).
The observation of greater contamination by the studied
pollutants, as well as greater TCDD-EQs in soils collected
immediately adjacent to highways in 2005, did not corre-
spond with overall traffic intensity, which was greater for
the areas sampled in 2004 compared with those sampled in
2005. However, the number of trucks per day was similar
(MB) or greater (CV) in the areas sampled in 2005 com-
pared with those sampled in 2004. In general, there was a
greater proportion of heavy trucks in areas sampled in 2005
than in areas sampled in 2004, namely in the CV region,
where the number of trucks was almost as great as the
number of cars. The two regions sampled in 2005 differed
in the proportion of trucks, which was 45% in the CV
region and 23% in the MB region (the average proportion
for the Czech Republic is 41%). In contrast, trucks repre-
sented only 2.5% to 25% of the total vehicles in the sam-
pled area in Prague metropolitan region (Table 1). This
indicates that not just the number of passing vehicles but
also the types of vehicles can strongly influence traffic-
related pollution. Another contributing factor can be the
specific way in which contamination is released into the
soil. The greatest concentrations of residues and potencies
in the three assays were observed in soils sampled imme-
diately adjacent to highways. There are two likely major
sources of this contamination: (1) emissions from fuel
combustion and (2) dust, spills, or releases from vehicles
and transported materials, which, directly or by way of rain
water washout, are transported to roadsides. A causal
relation can be expected between combustion emissions
and traffic intensity, which is the base for the widely used
application of emission load modeling. However, this is not
true for washout from roads, which is related to accidental
releases and spills. The dominant role of this second cause
is confirmed by the great differences among soil contami-
nation values found by roadsides and from those from 20 m
away. They do not correspond to the distribution of emis-
sions because approximately 90% of roadside values would
be expected at the 20-m distance from highway according
to common emission models.
TCDD-like potency, as well as concentrations of indi-
vidual pollutants in forest soils from background regions,
was greater than that found in arable soils from the same
regions. Background contamination can be contributed by
city pollution because the reference locations are not
directly influenced by traffic but are affected by the nearby
city agglomeration.
The difference between forest and arable soils can be
related to the greater content of organic matter in forest
soils (Table 2). The organic matter content of soils influ-
ences biologic processes as well as the fate of pollutants.
The amount and quality of organic carbon matter is an
important parameter regarding the binding of organic pol-
lutants to solid materials (Jaffe 1991) and thus their
potential accumulation. Another possible explanation for
the greater presence of TCDD-EQs in forest soils is the
648 Arch Environ Contam Toxicol (2009) 57:639–650
123
-
soils’ greater content of humic substances. It has been
shown that some humic substances can elicit dioxin-like
potencies; thus, if these compounds are present in greater
amounts, they could significantly contribute to observed
activity (Bittner et al. 2006). In addition, the regular
plowing of arable soils can contribute to the transfer of the
pollutants to the deeper soil layers and thus to lower con-
tamination in the surface soils.
Soil characteristics can also be important parameters
influencing the amount of POPs and other pollutants. These
parameters include the quantity and quality of organic
carbon content as well as the texture; fine soil particles are
known to contain the greatest concentration of POPs
adsorbed onto their surface (Perez et al. 2007). The greater
content of clay particulates increases the adsorption of
organic pollutants in soil. In addition, the fate, mobility,
and half-life of pollutants in soils can be influenced by soil
types and horizons, pH, redox status, and meteorological
conditions. Thus, in view of the wide spectra of chemical
compounds in transport and the randomness of the pollu-
tion releases, differences among the affected soils, related
to their chemistry and composition, can be expected.
Conclusion
The results of this study have confirmed that highways
represent important line sources of contamination. Its
impact into surrounding biotopes is not extensive,
approximately several tens of meters. The results docu-
mented the presence of contaminants with specific modes
action in soils along highways, which can reflect the long-
term integration of pollution. The results from sample
collection along highways across four regions highways
during 2 years point to traffic as a significant source of
compounds, namely with dioxin-like but potentially also
antiestrogenic and antiandrogenic potencies, since greatest
content of compounds with these specific activities was
shown next to highways and decreased with distance from
highways. The results of the study document reproducible
patterns, namely for TCDD-EQ and PAH levels, where
higher concentrations in roadside samples can be clearly
linked to traffic sources. PAHs were determined to be the
main compounds contributing to dioxin-like activity.
However, the difference between chemical TEQs and
TCDD-EQs indicates that also other unknown nonpersis-
tent chemicals with AhR-mediated activity, such as PAH
derivates, contribute to the observed activities.
Acknowledgements This work was supported by Grant Agency ofCzech Republic (Grant No. 525/05/P160) and by the Czech Ministry
of Education (Project ENVISCREEN 2B08036). We acknowledge
Marko Virta (University of Helsinki, Finland) for providing us with
the yeast cell lines.
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Dioxin-Like and Endocrine Disruptive Activity �of Traffic-Contaminated Soil SamplesAbstractMethodsSample CollectionExtractionBioassaysChemical AnalysesQuality Assurance and ControlData Analysis
ResultsComparison of Specific Activities in Soils Collected �in 2004 Near Highways and in Reference AreasSoil Contamination with Increasing Distance �from Highway (2005)
DiscussionConclusionAcknowledgementsReferences
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