International Scholarly Research Notices

International Scholarly Research Notices / 2013 / Article

Research Article | Open Access

Volume 2013 |Article ID 416701 |

Radim J. Sram, Miroslav Dostal, Helena Libalova, Pavel Rossner, Andrea Rossnerova, Vlasta Svecova, Jan Topinka, Alena Bartonova, "The European Hot Spot of B[a]P and PM2.5 Exposure—The Ostrava Region, Czech Republic: Health Research Results", International Scholarly Research Notices, vol. 2013, Article ID 416701, 12 pages, 2013.

The European Hot Spot of B[a]P and PM2.5 Exposure—The Ostrava Region, Czech Republic: Health Research Results

Academic Editor: A. R. Mawson
Received09 Mar 2013
Accepted02 Apr 2013
Published09 May 2013


The Ostrava Region in the Czech Republic is a heavily polluted industrial area. Concentrations of PM10, PM2.5, and benzo[a]pyrene (B[a]P) significantly exceed limit values. To investigate the impact of these levels on human health, epidemiological, molecular epidemiology, and in vitro studies were done in 2008–2011. Morbidity of children was followed in 10 pediatric districts. In the most polluted district, children suffered higher incidence of acute respiratory diseases in the first year of life, and higher prevalence of asthma bronchiale. Gene expression was studied in children from Ostrava and from a control rural area. Genes specific to asthma bronchiale differed, suggesting a different molecular phenotype in children in the polluted region compared to children in the control area. A molecular epidemiology study showed adverse effect of the Ostrava exposures, but also an increased expression of XRCC5, which probably protects these exposed subjects against the degree of genetic damage that would otherwise be expected. In vitro studies clearly related concentration of B[a]P from PM2.5 extracts to induced PAH-DNA adducts. These studies clearly demonstrate that under the present local environmental conditions, the health of the population is severely impaired and will likely remain so for a significant period of time.

1. Introduction

The Moravian-Silesian Region (MSR) is a heavily populated industrial area situated in the easternmost part of the Czech Republic (CR), covering 5 427 km2 with 1,25 million inhabitants [1]. The MSR is situated in a basin bordered by mountains from west, east, and partially from south, with frequent temperature inversions in winter. Since the 2nd half of the 18th century, the region is characterized by coal mining, processing of coal, and metallurgy. The MSR administrative structure consists of six districts (from the west: Bruntál, Opava, Nový Jičín, Ostrava city, Karviná, and Frýdek-Místek). The Karviná district is one of the most densely populated districts of the Czech Republic (789 inhabitants/km2). The most important current industries are metallurgy, steel, coke ovens, coal mining, and power generation. The population density in the MSR is also associated with high-intensity local vehicular transport and local heating. Almost fifty percent of the inhabitants use central heating, 34% natural gas, 10% coal, 3% electricity, and 3% wood [2].

This paper provides an overview of air pollution levels in the Ostrava Region (OSTR, city of Ostrava and the district of Karviná) for the period (2002–2011), and a summary of findings from health effects studies and in vitro investigations done in the region in years 2008–2011. In addition, we review relevant results from earlier investigations, and studies done in the bordering similarly polluted region in Poland.

2. Air Pollution Situation in OSTR

Figure 1 shows the relative burden of PM10 (particulate matter with aerometric diameter < 10 μm) in OSTR compared to the whole Czech Republic (CR) in 2011. For PM10, the concentrations were continuously above 40 μg/m3 annual average in 2002–2011 (Figure 2), and considerably higher than urban background in the largest city of CR; Prague. Concentrations higher than 50 μg/m3 PM10 were recorded during the year 2011 for 100 days at two stationary monitoring stations in MSR, Karviná, and Ostrava-Radvanice.

Similarly to PM10, population in this region is exposed to high concentrations of PM2.5 (particulate matter with aerometric diameter < 2.5 μm), that are higher than those observed on a background station in Prague (Figure 3). In the period 2004–2011 the limit of 25 μg/m3/year was exceeded on all three PM2.5 stationary monitoring stations in OSTR (Figure 4).

Concentrations of benzo[a]pyrene (B[a]P) in OSTR are the highest in all of the Czech Republic (Figure 5). The highest concentrations were detected in Ostrava-Radvanice (Figure 6). The limit of 1 ng/m3/year B[a]P was exceeded on all OSTR monitoring stations in all years 2004–2011. In the city of Karviná, comparing period 2002–2005 with 2009-2009 shows that B[a]P concentrations increased. It is surprising that comparing years 2010 and 2011, in Ostrava-Radvanice and Karviná concentrations of both PM10 and PM2.5 decreased while B[a]P increased—in Ostrava-Radvanice by 40%, in Karviná by 20%.

Other pollutants: benzene—the limit of 5 μg/m3/year is continually exceeded in Ostrava-Privoz; nitrogen dioxide (NO2) concentrations were lower on all measuring points in the period 2006–2011 than the limit of 40 μg/m3/year; arsenic (As) determined in PM10 was lower than the limit of 6 ng/m3/year on all monitoring stations in the period 2006–2011.

Air pollution concentrations are available from the Czech Hydrometeorological Institute website starting 1997 [3]. A comparison can be made between the highly polluted Ostrava-Radvanice and Ostrava-Poruba, considered as a clean part of Ostrava. In 1997–2007, only PM10 was monitored in Ostrava-Radvanice. Average concentrations of PM10 were in Ostrava-Radvanice 36 μg/m3, in Ostrava-Poruba 32 μg/m3 in 1997–2000, in years 2001–2004 47 μg/m3 versus 40 μg/m3, and in years 2006-2007 65 μg/m3 versus 34 μg/m3, respectively. PM10 concentrations increased by 80% in the period 2006-2007 compared to 1997–2000 in Ostrava-Radvanice, but not in Ostrava-Poruba. It is likely that these differences in concentrations of PM10 also corresponded to significantly different exposures to PM2.5 and PAHs (polycyclic aromatic hydrocarbons). Another specificity of Ostrava-Radvanice has been high concentrations of B[a]P. Considering general information about sources of PAH [4], this specific situation could be associated with the steelwork complex operating coke ovens, located approximately 2 km from Ostrava-Radvanice, with prevailing winds going mostly just to this part of the city [5].

The pollution levels observed in OSTR give rise to severe concerns regarding health risks. Two main sources of information allow us to identify possible health risks prior to carrying out own studies: the WHO assessments and air quality guidelines that provide general guidance, and research that documents possible human biological effects of air pollution in areas with similar source profiles.

WHO [6] recommends to use concentrations of PM2.5 as an indicator of health risk. The association between PM2.5 (resulting from, e.g., incomplete combustion in mobile as well as stationary sources) and health effects such as increased cardiovascular morbidity and mortality has already been established.

PM2.5 acts as a carrier of complex mixtures containing carcinogenic PAHs (c-PAHs). These compounds, formed by incomplete combustion of organic material as oil, petrol, gas, coal, and wood, are adsorbed on the fine particulate fraction. It has been shown that health impact of PM2.5 is related directly to content of reactive oxidative species (ROS) [7] and c-PAHs, inducing oxidative damage and inflammation [8, 9].

Using 32P-postlabeling and HPLC analysis of DNA adducts in in vitro acellular assay, Binková et al. [10] observed that in the extract from PM10 50% of total radioactivity from all DNA adducts corresponded to PAH-DNA adducts derived from c-PAHs. Regarding health effects of air polluted with high concentrations of c-PAHs, other effects than cancer were observed only during the last twenty years: molecular epidemiology studies indicate that air pollution with concentrations higher than 1 ng/m3 B[a]P affects genetic material (DNA) by increasing genomic frequency of translocations [11, 12], micronuclei in peripheral lymphocytes [13], and DNA fragmentation in sperm [14]. Elevated exposure to B[a]P has been associated with higher level of PAH-DNA adducts, urinary 1-hydroxypyrene, DNA strand breaks, and DNA repair capacity [6]. Increased concentrations of c-PAHs were associated with elevated risk of intrauterine growth retardation (IUGR) and low birth weight (LBW) during the first gestational month of pregnancy (B[a]P > 2.8 ng/m3) [15]. Figure 7 illustrates the impact of B[a]P levels in the year 2011 in districts Ostrava-Radvanice and Ostrava-Poruba [3]. Ambient PAHs and fine particles were associated with early-life susceptibility to bronchitis. Associations were stronger for longer pollutant-averaging periods and, among children >2 years of age, for PAHs compared to fine particles [16]. All these data indicate that air pollution by B[a]P poses a very significant health risk in the Ostrava Region.

It is surprising that there is no published information about the impacts of air pollution in OSTR except for Leonardi et al. [17]. They carried out a cross-sectional study in four areas in Ostrava in school children aged 7–11 years in 1996. In 1996, prevalence of pediatrician-diagnosed asthma in Ostrava-Radvanice was 3.0%, asthma or asthmatic, spastic or obstructive bronchitis 10.8%, compared do Ostrava-Poruba with frequency 2.5% and 8.8%, respectively. Later data are available from the National Institute of Public Health nationwide monitoring of allergic diseases in children aged 5–17 years, for 2006. Kratenova and Puklova [18] observed a prevalence of asthma 10.0% versus 7.9% in the Ostrava Region ( ) versus other cities in the Czech Republic, with the highest prevalence of asthmatic children in Ostrava-Radvanice (30.8%).

Signs of a possible impact of air pollution were observed by a pediatrician in Ostrava-Radvanice (pediatric district with approx. 1 200 children). During the period 2001–2007, the incidence of diagnosed asthma increased from 10% to 30% in children aged up to 17 years, from which 60% of children were under the age of 3.5 years (Figure 8). We did not find any authors that report similar high incidence of asthma. It may be a coincidence, but PM10 increased from 39.2 μg/m3 to 65.4 μg/m3 in the period 2003–2007. These data were obtained using ICD-10 (International Statistical Classification of Diseases and Related Health Problems, 10th revision), prior to the new recommendations in 2008 for both diagnostics and treatment of asthma in children under five, proposing to use the term wheezing instead of asthma bronchiale for such young children [19].

4. Program Ostrava

To elucidate situation in OSTR, Program Ostrava was designed to investigate the impact of air pollution on human health in this region. It was funded by the Ministry of the Environment and the Ministry of Education of the Czech Republic [25]. The aim was to evaluate if air pollutants adsorbed on fine particles (c-PAHs, carcinogenic polycyclic aromatic hydrocarbons) as well as VOC (volatile organic compounds) affect human health, and if new information can be obtained using genomics methods.

Program Ostrava consisted of 4 projects: (1) morbidity in children, (2) asthma bronchiale in children, (3) molecular epidemiology study: impact of air pollution on genetic damage, and (4) in vitro study: mechanisms of toxic activities of chemicals adsorbed on respirable particulate matter.

5. Morbidity in Children

In 10 pediatric districts in OSTR, morbidity was followed in children born 2001–2004 up to 5 years of age ( ). The pediatricians abstracted medical records in ICD-10 codes. Comparisons of detailed age-specific morbidity of 1655 children born and living in the district of Ostrava-Radvanice (R and B) showed significantly higher incidence of acute illnesses than in children in other parts of Ostrava. They suffered higher incidence of acute respiratory diseases in the first year of life (Figure 9) and higher prevalence of asthma bronchiale (37.1%, ) compared to other parts of Ostrava (10.2–13.2%, ) [26]. Prenatal exposure to PAHs may be associated with altered lymphocyte immuno-phenotypic distribution in cord blood and possible changes in cord serum immunoglobulin E levels as proposed by Hertz-Picciotto et al. [27]. We can hypothesize that high concentrations of PAHs affect maturation of the immune system. Therefore, children from a more polluted region suffer higher respiratory morbidity especially during the first year of their life.

6. Asthma Bronchiale in Children

In order to investigate specific effects on the origin and development of asthma bronchiale, we have analyzed the impact of air pollution in OSTR on gene expression, micronuclei (MN), and oxidative damage in children. Specifically, we used gene expression profiling technique to study changes in transcript levels in leukocytes of asthmatic children compared with those in children without asthma, in a group of 200 children living in Ostrava-Radvanice (100 asthmatic and 100 healthy children, age 6–15 years) and in a control group of 200 children living in Prachatice (rural district of Southern Bohemia) (100 asthmatic and 100 healthy children) [28].

Gene expression changes were analyzed in 368 blood samples using HumanHT-12 v3 BeadChips (Illumina) containing probes for more than 48 K transcripts. Samples were statistically evaluated according to disease and locality (Ostrava-asthma, Ostrava-control, Prachatice-asthma, and Prachatice-control). A comparison of both Ostrava groups versus both Prachatice groups revealed 64 differentially expressed genes ( value < 0.01, fold change > 1.5) corresponding to the effect of locality.

Comparison of asthma groups with their corresponding controls within each locality (Ostrava-asthma versus Ostrava-control and Prachatice-asthma versus Prachatice-control) showed 12 differentially expressed genes for Ostrava Region and 17 differentially expressed genes for Prachatice region. Surprisingly, deregulated genes specific to asthma in Ostrava and asthma in Prachatice completely differ; no transcript was observed simultaneously in both localities. In Ostrava, MAPK (mitogen-activated protein kinases) signaling pathway ( ; 1.5-fold) and in Prachatice cytokine-cytokine receptor interaction pathway ( ; 1.5-fold) were affected (Figure 10).

In asthmatic children living in Ostrava, the results show an increased gene expression related to the nonallergic imune response (DEFA4—relationship to the presence of neutrophils; neutrophilic inflammation is associated with the non-allergic type of asthma) and a response to hypoxia (AHSP—stabilization of haemoglobin α, HBG2—part of fetal haemoglobin (subunits 2α and 2γ, higher affinity for oxygen)). On the other hand, in asthmatic children from Prachatice we observed increased expression of SIGLEC8, transmembrane protein involved in the apoptosis of eosinophils. Recently, the association between sequence variants of SIGLEC8 and total levels of serum IgE has been suggested, indicating the role of this gene in the susceptibility to asthma [29]. Enhanced expression of other genes (CLC, CCL23, and CACNG6) having a relationship with the presence of eosinophils has also been observed. Eosinophilic inflammation is related to allergic immune response and thus corresponds to the allergic phenotype of asthma. These results suggest a different phenotype of asthma in children living in the industrial Ostrava Region as compared to children living in rural Prachatice.

This study is unique because for the first time, whole genome chips were used to analyze the relationship between air pollution and asthma bronchiale. Comparing expression on profiles of children from both regions, we observed deregulation of 64 genes, which affect biological processes and metabolic pathways. Rossnerova et al. [30] studied DNA methylation in the same children. They observed significantly different methylation pattern in 58 CpG sites in children from Ostrava compared to children in Prachatice. The methylation of all these 58 CpG sites was lower in children from Ostrava, which indicates a higher gene expression in comparison with the control Prachatice region. The patterns of methylation in asthmatic children differed similarly between both regions.

Studying gene expression and DNA methylation in children is a new approach that allows us to better understand the effects of air pollution on human health and to evaluate the significance of induced changes for morbidity of children as well as morbidity in adulthood [31].

To investigate, if asthma bronchiale is related to biomarkers of genetic damage, a subset of the same Ostrava cohort ( ) was followed in November 2008, when the mean daily concentration of B[a]P measured by stationary monitoring was  ng/m3 (samples taken every 6 days). The frequency of micronuclei (MN) in binucleated cells, measured by automated image analysis, as well as markers of oxidative damage to DNA, lipids, and proteins was not associated with asthma. Higher levels of MN were associated with increased levels of protein carbonyl groups. The frequency of MN does not differ between asthmatic and control children. A hypothesis, that asthmatic children may be more affected by exposure to B[a]P was not confirmed [32].

7. Molecular Epidemiology Studies

We investigated the impact of high level of environmental air pollution on selected biomarkers. Exposure was measured as follows: PM2.5 by stationary monitoring, c-PAHs (B[a]P) and VOC (benzene) by personal and stationary monitoring. Personal exposure to c-PAHs was defined using outdoor concentration, ETS exposure, indicator of home heating by coal, wood or gas, frequency of exhaust fan use, cooking habits, and commuting by a car [23].

Cotinine in plasma, triglycerides, total, HDL and LDL cholesterols, and vitamins A, C, E were used as lifestyle indicators. The following parameters were analyzed: DNA adducts by 32P-postlabeling as biomarkers of effect, chromosomal aberrations by FISH (fluorescent in situ hybridization) MN as biomarkers of effect, 8-oxo-7,8-dihydro-2′-deoxyguanosine (8-oxodG) as a marker of oxidative DNA damage, 15-F2t-isoprostane (15-F2t-IsoP) as a marker of lipid peroxidation, protein carbonyls as a marker of protein oxidation, and genetic polymorphisms as biomarkers of susceptibility. Sampling was done in winter 2009, summer 2009, and winter 2010. Volunteers were recruited from office workers in Ostrava city, city policemen from Havirov and Karviná ( ), and in 2010 also from general population of Ostrava-Radvanice ( ). City policemen from Prague ( ) served as a control group.

During all sampling periods, the study subjects from OSTR were exposed to significantly higher concentrations of B[a]P and benzene than subjects in Prague as measured by personal monitoring. Taken separately, B[a]P levels were lowest in Prague in 2009. Prague winter 2010 concentrations were about equal to the lower Ostrava 2009 levels, and levels in Ostrava in winter 2010 were 5-fold higher. Despite higher B[a]P air pollution in OSTR during all sampling periods, the levels of B[a]P-like DNA adducts per 108 nucleotides were significantly higher in the Ostrava subjects only in winter 2009 (mean ± SD: versus adducts/108 nucleotides, for Prague and Ostrava subjects, respectively) (Table 1, data for controls are unexposed subjects from [21]). During the other two sampling periods, the levels of B[a]P-like DNA adducts were significantly higher in the Prague subjects ( ). Multivariate analyses done separately for subjects from Ostrava and from Prague, combining all sampling periods in each location, revealed that exposure to B[a]P and PM2.5 significantly increased levels of B[a]P-like DNA adducts only in the Ostrava subjects [20].

DNA adducts
DNA adducts/108 nucleotides
B[a]P (ng/m3)B[a]P—“like”Total

Prague640.80 ± 0.552.86 ± 1.870.21 ± 0.060.25 ± 0.121.30 ± 0.411.37 ± 0.47
Ostrava982.73 ± 2.60*14.8 ± 13.3*0.28 ± 0.08*0.16 ± 0.06*1.37 ± 0.371.03 ± 0.33*
Controls420.80 ± 0.620.10 ± 0.030.76 ± 0.20

* .

Despite severalfold higher concentrations of air pollutants in the Ostrava Region, the levels of stable aberrations (genomic frequency of translocations per 100 cells ( /100), percentage of aberrant cells (% AB.C.) were comparable (Table 2, controls are unexposed subjects from [12]). The frequency of unstable aberrations measured as number of micronuclei was unexpectedly significantly lower in the Ostrava Region subjects in both seasons of 2009. Urinary excretion of 8-oxodG did not differ between locations in either season. Lipid peroxidation measured as levels of 15-F2t-IsoP in blood plasma was elevated in the Ostrava subjects sampled in 2009, similarly increased in Prague samples in 2010 (Table 3). Multivariate analyses conducted separately for subjects from Prague and Ostrava showed a negative association between the frequency of micronuclei and concentrations of B[a]P and PM2.5 in both regions. A positive relationship was observed between lipid peroxidation and air pollution [22].

Genomic frequency of translocations (FISH)
B[a]P (ng/m3)% AB.C. /100

Prague600.80 ± 0.552.86 ± 1.870.27 ± 0.180.25 ± 0.151.43 ± 1.151.39 ± 1.03
Ostrava982.73 ± 2.6014.8 ± 13.3*0.26 ± 0.190.22 ± 0.181.44 ± 1.231.25 ± 1.18
Controls420.80 ± 0.620.21 ± 0.161.13 ± 1.01

* .

Oxidative stress 15-F2t-isoprostane (pg/mL)
B[a]P (ng/m3)15-2Ft-lsoP

Prague 600.80 ± 0.552.86 ± 1.87165.9 ± 41.7256.5 ± 104.7*
Ostrava 982.73 ± 2.60*14.8 ± 13.6*279.3 ± 303.6*279.5 ± 124.5

* .

In contrast to the above results, changes were observed in a group of 4 subjects from Prague who spent 3 weeks in Ostrava just in the period of inversion in winter 2010, when the average daily concentration of B[a]P reported by stationary monitoring was  ng/m3. The frequency of micronuclei in peripheral lymphocytes in those individuals increased approximately 50% (Table 4) [24], and similar increase was observed for genomic frequency of translocations.

Frequency of micronuclei
(6000 c./person)
AB.C. with MN

Controls(i)40.81 ± 0.158.32 ± 1.63
(ii)40.80 ± 0.148.47 ± 1.55

Exposed(i)40.74 ± 0.437.96 ± 4.92
(ii)41.14 ± 0.5512.91 ± 6.49*

* .

The relationship between exposure to B[a]P and the level of DNA adducts and chromosomal aberrations in winter 2010 in Ostrava inhabitants was surprising, as the results did not correspond with the expected dose-effect relationship. Therefore we put forward a hypothesis about a possible adaptive response, indicating that this outcome may be affected by DNA repair.

This hypothesis was tested by Rossner et. al. [33] who further investigated in 64 subjects from Prague and 75 subjects from Ostrava the levels of oxidative stress markers (8-oxodG, 15-F2t-IsoP, protein carbonyls) and cytogenetic parameters [ /100, % AB.C. and acentric fragments (ace)], and their relationship with the expression of genes participating in base excision repair (BER) and nonhomologous end joining (NHEJ) by quantitative PCR. Multivariate analyses revealed that subjects living in Ostrava had increased odds of having above-median levels of XRCC5 expression (OR; 95% CI: 3.33; 1.03–10.8; q = 0.046). Above-median levels of 8-oxodG were associated with decreased levels of vitamins C (OR; 95% CI: 0.37; 0.16–0.83; ) and E (OR; 95% CI: 0.25; 0.08–0.75; ), which were elevated in subjects from Ostrava. They suggest that air pollution by c-PAHs affects XRCC5 expression, which probably protect subjects from Ostrava against the induction of a higher frequency of translocations; elevated vitamin C and E levels in the Ostrava subjects decrease the levels of 8-oxodG. Such changes in gene expression were not observed in the 4 subjects from Prague after 3-week-stay in Ostrava; their reaction differed from subjects with long residence time in OSTR.

For the first time, this study measures the levels of biomarkers in subjects exposed to air pollutants. Simultaneous assessment of oxidative stress markers, chromosomal aberrations, and measurement of DNA repair gene expression is a new approach that can bring more clarity to the mechanisms of pollution effects.

8. In Vitro Studies

A wide variety of in vitro systems was developed in order to study the genotoxicity of chemicals and their mixtures, including complex mixtures of environmental pollutants adsorbed onto respirable air particles (PM2.5). Complex mixtures of organic compounds to which humans are exposed through air pollution are only partially characterized with respect to their chemical composition due to difficulties with chemical analysis of the individual components. Therefore, alternative assays based on biological effects of complex mixture components may be a suitable alternative to a circumstantial chemical analysis. Using rat liver microsomal fraction (S9), it has been repeatedly shown that PAHs formed DNA adducts after metabolic activation by P450 enzymes to diol epoxides. This activation system may be used in acellular assay coupled with 32P-postlabeling to assess genotoxic potential of complex environmental mixtures via the analysis of DNA forming activity of the mixtures in native DNA [3437].

PM2.5 particles were collected by high-volume samplers in MSR (localities Ostrava-Radvanice/Bartovice, Ostrava-Poruba, and Karviná) and in the locality exhibiting a low level of air pollution— Třeboň —a small town in the nonindustrial region of Southern Bohemia (Figure 11). PM2.5 was extracted (extractable organic matter—EOM) and c-PAHs contents in the EOMs were determined. DNA adduct levels and oxidative DNA damage levels (8-oxodG) induced by EOMs in an acellular assay of calf thymus DNA coupled with ³²P-postlabeling (DNA adducts) and ELISA (8-oxodG) in the presence and absence of microsomal S9 fraction were used as markers of genotoxic potential. Twofold higher DNA adduct levels (17.2 adducts/108 nucleotides/m³ versus 8.5 adducts/108 nucleotides/m³) were induced by EOM from Ostrava-Bartovice (immediate proximity to heavy industry) compared with that from Ostrava-Poruba (mostly traffic emissions). PAH-DNA adducts are highly correlated with the content of B[a]P and c-PAHs in EOM (Figure 12). Oxidative DNA damage induced by EOM from Ostrava-Bartovice was more than fourfold higher than damage induced by EOM from Třeboň (8-oxodG/108 dG/m³: 0.131 versus 0.030 for Ostrava-Bartovice versus Třeboň, respectively). c-PAH contents in EOMs were the most important factors relating to their genotoxic potential [38].

These results clearly demonstrated that EOM extracted from PM2.5 induces bulky DNA adducts as well as oxidative DNA damage as measured by the levels of 8-oxodG. Both effects are enhanced by metabolic activation by microsomal cytochrome P-450 enzymes. Since PM2.5 particles collected in various localities differ in their c-PAHs content and c-PAHs significantly contribute to genotoxicity and DNA oxidative damage, it may be suggested that monitoring of PM2.5 levels is not a sufficient basis to assess genotoxicity of respirable aerosols. This further indicates that the industrial emissions prevailing in Ostrava-Bartovice represent a substantially higher genotoxic risk than traffic-related emissions in Ostrava-Poruba. B[a]P and c-PAH contents in EOMs are the most important factors for their genotoxic and DNA oxidative potential.

9. Regional Studies Outside Program Ostrava: Air Pollution and Mortality

Impact of air pollution on life expectancy was repeatedly established in USA [39, 40], as well as in the mining district of Usti Region in the Czech Republic (coal basin, CB) [41]. A long-term study done in the period 1982–2008 shows a significant increase of life expectancy in the Czech Republic starting around 1990 when major measures were taken to reduce emissions from the district’s most prominent sources (brown coal fired power plants). This increase was approx. 7 years for males and 6 years for females. These trends are similar also in the CB, but 2 years lower for each gender when we assess the whole period 1990–2008. In 1990, MSR life expectancy of males living in MSR-polluted districts was 1 year shorter to the national average, in 2008 life expectancy of males was 2 years shorter, for females it corresponded with the trends in the Czech Republic (Figures 13 and 14) [42].

The association between daily, cardiovascular and respiratory mortality in men and women and increase of 100 μg/m3 PM10 was studied in MSR, Usti region (coal basin, CB) and Prague for the period 1997–2009 [43]. The step of 100 μg/m3 reflects the observed variability of daily concentrations. In men, the daily total mortality increases (4 days mean) significantly with association with 100 μg/m3 PM10 by 8.3% in MSR, 5.9% in CB, and 7.9% in Prague. This increase was higher in men older than 65 years (13.2% in MSR, 8.4% in CB, and 8.5% in Prague). The relationship between daily mortality and PM10 was stronger for cardiovascular mortality (12.9% in MSR, 9.0% in CB, 9.7% in Prague), and even more pronounced in men older than 65 years (18.4% MSR, 12.8% CB, and 10.5% Prague). In women, the results are quite different. No increase of daily total and cardiovascular mortality associated with 100 μg/m3 increase of PM10 was observed. It may be proposed that other factors are more important, for example, differences in exposure to other pollutants in occupational, ambient and home environment, smoking habits, diet, education and economical status.

10. Regional Studies Outside Program Ostrava: Long-Term Effect of Air Pollution

Dejmek et al. [15] observed for the first time the effect of increasing concentrations of c-PAHs in polluted air on intrauterine growth retardation (IUGR) and low birth weight (LBW, <2500 g). Today, this is interpreted as the effect of pregnant mothers being exposed to c-PAHs that induces DNA damage and histone modification [44]. PAH-DNA adducts were detected in cord and maternal blood [45] and placentas [46] due to exposure to c-PAHs from polluted air. Exposure to c-PAHs during pregnancy is associated with the toxic effect to fetus, inducing IUGR, LBW [15, 47], and premature birth [47]. When those children were followed until the school age, it was observed that prenatal exposure to c-PAHs impaired neuropsychic development [48] and increased the incidence of asthma bronchiale [44].

Choi et al. [49] published results of a study on pregnant mothers from Cracow, Poland, which is a region bordering MSR and similar in its industrial status. The air is polluted by local heating and power plants using coal. Personal exposure to B[a]P in the first trimester was during March-May 2.11 ng/m3, during December-February 7.21 ng/m3 [50], (this concentration corresponds with environmental burden in Ostrava-Poruba in 2011 [25]). This study showed a significant negative impact of c-PAHs on growth of fetus during the first trimester.

Epidemiologic studies indicate that the growth of fetus is programmed already in the very early stages of pregnancy and that impairment in the first trimester results causes a larger deficit of growth during further gestation [5153]. The consequence of these changes in children with IUGR or LBW is a higher risk to delay neurodevelopment [54], affect lung functions [55], increase asthmatic symptoms in childhood [56], and increase of cardiovascular diseases [57] and diabetes [58] in adulthood.

Study by Choi et al. [49] confirms the data by Dejmek et al. [15] about the impact of increased c-PAHs concentrations in polluted air on fetus’ unfavorable development and the long-term effect of such burden.

It is already recognized that pregnancy outcome and DNA damage are affected by the child genotype, genetic polymorphisms [59]. This study indicates that increased ambient concentration of c-PAHs may induce more significant DNA damage in children with certain genotypes (alleles), which is expressed as the decrease of birth weight. Therefore, we may expect that the quality of genome, under a different environmental stress, may affect also the child morbidity.

Miller et al. [60] observed adverse effect of prenatal exposure to c-PAHs on respiratory symptoms for children aged 12–24 months, especially asthmatic symptoms, already at concentrations  ng c-PAHs/m3. Jedrychowski et al. [61] observed the effect of perinatal exposure to c-PAHs in Cracow to increase respiratory symptoms as cough, wheezing, and ear infections. They explain this observation by immunotoxic activity of PAHs, which impairs fetal immune functions and is later responsible for increased susceptibility of newborns and preschool children to respiratory infections. These data suggest the risk of exposure to c-PAHs in very early age. Low birth weight associated with impaired lung functions may increase the risk of inflammatory respiratory symptoms or hyperreactivity of respiratory airways.

11. Conclusions

The specific pollution situation observed in the Moravian-Silesian Region (especially in OSTR) is a result of high population density and activities of heavy industries. Combined evidence indicates that health impact of air pollution is associated specifically with high concentrations of c-PAHs. Concentrations of B[a]P have been exceeding the annual limit value of 1 ng/m3 in the whole study period, in some localities severalfold. These levels of air pollution, and especially of B[a]P, significantly increase respiratory morbidity in children of preschool age, asthma bronchiale in children, and cardiovascular mortality. These levels have shown associations with long-term biological effects manifesting themselves in different forms and ages, from effects observable in foetus to decrease in life expectancy in adults.

The health and biological effect studies clearly demonstrate that under the present environmental conditions in the MSR, the health of the population is severely impaired and will likely remain so for a significant period of time. Recent studies imply that B[a]P [62] and air pollution [6365] induce gametic mutations. It means that induced DNA damage in human gametes is transferred to next generations [66]. According to Barker [57], changes induced during the fetal growth increase in adults the risk of cardiovascular diseases and diabetes. It may be therefore postulated that the effect of present air pollution in MSR will affect the health of population for the next several decades.

The results presented here provide evidence of an association between industrial pollution and deteriorated health and point strongly at an urgent need to mitigate the pollution in the region. Considering that, in 2011, levels of B[a]P exceeding European limit values affected approximately 60% of all Czech population [67]; the results presented here should give rise to a national concern.


Writing of this review was supported by Grant Agency of the Czech Republic (P301/13/013458S) and by CITI-SENSE, a Collaborative Project partly funded by the EU FP7-ENV-2012 (no. 308524).


  1. Czech Statistical Office, 2010,
  2. Czech Environmental Information Agency, State of the Environment in Different Regions of the Czech Republic in 2009, CENIA, 2011.
  3. Czech Hydrometeorological Institute, CHMI, February 2013,
  4. Y. Zhang and S. Tao, “Global atmospheric emission inventory of polycyclic aromatic hydrocarbons (PAHs) for 2004,” Atmospheric Environment, vol. 43, no. 4, pp. 812–819, 2009. View at: Publisher Site | Google Scholar
  5. P. Hapala, Analysis of the Air Quality on the Territory of City of Ostrava and the Legislation on Air Protection 2008-2009, Health Institute in Ostrava, Ostrava, Czech Republic, 2012.
  6. World Health Organisation, WHO Guidelines for Indoor Air Quality: Selected Pollutants, WHO European Centre for Environment and Health, Bonn Office, WHO Regional Office for Europe, 2010.
  7. F. Mazzoli-Rocha, S. Fernandes, M. Einicker-Lamas, and W. A. Zin, “Roles of oxidative stress in signaling and inflammation induced by particulate matter,” Cell Biology and Toxicology, vol. 26, no. 5, pp. 481–498, 2010. View at: Publisher Site | Google Scholar
  8. W. Xue and D. Warshawsky, “Metabolic activation of polycyclic and heterocyclic aromatic hydrocarbons and DNA damage: a review,” Toxicology and Applied Pharmacology, vol. 206, no. 1, pp. 73–93, 2005. View at: Publisher Site | Google Scholar
  9. T. M. Penning, S. T. Ohnishi, T. Ohnishi, and R. G. Harvey, “Generation of reactive oxygen species during the enzymatic oxidation of polycyclic aromatic hydrocarbon trans-dihydrodiols catalyzed by dihydrodiol dehydrogenase,” Chemical Research in Toxicology, vol. 9, no. 1, pp. 84–92, 1996. View at: Publisher Site | Google Scholar
  10. B. Binková, D. Veselý, D. Veselá, R. Jelínek, and R. J. Šrám, “Genotoxicity and embryotoxicity of urban air particulate matter collected during winter and summer period in two different districts of the Czech Republic,” Mutation Research, vol. 440, no. 1, pp. 45–58, 1999. View at: Publisher Site | Google Scholar
  11. R. J. Sram, O. Beskid, A. Rössnerova et al., “Environmental exposure to carcinogenic polycyclic aromatic hydrocarbons. The interpretation of cytogenetic analysis by FISH,” Toxicology Letters, vol. 172, no. 1-2, pp. 12–20, 2007. View at: Publisher Site | Google Scholar
  12. R. J. Sram, O. Beskid, B. Binkova et al., “Chromosomal aberrations in environmentally exposed population in relation to metabolic and DNA repair genes polymorphisms,” Mutation Research, vol. 620, no. 1-2, pp. 22–33, 2007. View at: Publisher Site | Google Scholar
  13. A. Rossnerova, M. Spatova, P. Rossner Jr., I. Solansky, and R. J. Sram, “The impact of air pollution on the levels of micronuclei measured by automated image analysis,” Mutation Research, vol. 669, no. 1-2, pp. 42–47, 2009. View at: Publisher Site | Google Scholar
  14. J. Rubes, R. Rybar, P. Prinosilova et al., “Genetic polymorphisms influence the susceptibility of men to sperm DNA damage associated with exposure to air pollution,” Mutation Research, vol. 683, no. 1-2, pp. 9–15, 2010. View at: Publisher Site | Google Scholar
  15. J. Dejmek, I. Solanský, I. Beneš, J. Leníček, and R. J. Šrám, “The impact of polycyclic aromatic hydrocarbons and fine particles on pregnancy outcome,” Environmental Health Perspectives, vol. 108, no. 12, pp. 1159–1164, 2000. View at: Google Scholar
  16. I. Hertz-Picciotto, R. J. Baker, P. S. Yap et al., “Early childhood lower respiratory illness and air pollution,” Environmental Health Perspectives, vol. 115, no. 10, pp. 1510–1518, 2007. View at: Publisher Site | Google Scholar
  17. G. S. Leonardi, D. Houthuijs, B. Nikiforov et al., “Respiratory symptoms, bronchitis and asthma in children of Central and Eastern Europe,” European Respiratory Journal, vol. 20, no. 4, pp. 890–898, 2002. View at: Publisher Site | Google Scholar
  18. J. Kratenova and V. Puklova, “Monitoring of allergy diseases in children in the Ostrava-Karvina region in 2006,” Alergie, supplement 2, pp. 30–35, 2011 (Czech). View at: Google Scholar
  19. L. B. Bacharier, A. Boner, K. H. Carlsen et al., “Diagnosis and treatment of asthma in childhood: a PRACTALL consensus report,” Allergy, vol. 63, no. 1, pp. 5–34, 2008. View at: Publisher Site | Google Scholar
  20. P. Rossner Jr., V. Svecova, J. Schmuczerova et al., “Analysis of biomarkers in a Czech population exposed to heavy air pollution—part I: bulky DNA adducts,” Mutagenesis, vol. 28, pp. 89–95, 2013. View at: Google Scholar
  21. B. Binkova, I. Chvatalova, Z. Lnenickova et al., “PAH-DNA adducts in environmentally exposed population in relation to metabolic and DNA repair gene polymorphisms,” Mutation Research, vol. 620, no. 1-2, pp. 49–61, 2007. View at: Publisher Site | Google Scholar
  22. P. Rossner Jr., A. Rossnerova, M. Spatova et al., “Analysis of biomarkers in a Czech population exposed to heavy air pollution—part II: chromosomal aberrations and oxidative stress,” Mutagenesis, vol. 28, pp. 97–106, 2013. View at: Google Scholar
  23. V. Svecova, J. Topinka, I. Solansky, P. Rossner Jr., and R. J. Sram, “Personal exposure to carcinogenic polycyclic aromatic hydrocarbons in the Czech Republic,” Journal of Exposure Science & Environmental Epidemiology, 2013. View at: Publisher Site | Google Scholar
  24. A. Rossnerova, M. Spatova, C. Schunck, and R. J. Sram, “Automated scoring of lymphocyte micronuclei by the MetaSystems Metafer image cytometry system and its application in studies of human mutagen sensitivity and biodosimetry of genotoxin exposure,” Mutagenesis, vol. 26, no. 1, pp. 169–175, 2011. View at: Publisher Site | Google Scholar
  25. R. J. Sram, “Results of air pollution study—new knowledge 2010,” Ochrana Ovzduší, vol. 22, pp. 3–7, 2010 (Czech). View at: Google Scholar
  26. M. Dostal, A. Pastorkova, S. Rychlik, V. Svecova, E. Rychlikova, and R. J. Sram, “Morbidity of children in Ostrava 2001–2009,” Ochrana Ovzduší, vol. 23, pp. 7–12, 2011 (Czech). View at: Google Scholar
  27. I. Hertz-Picciotto, H. Y. Park, M. Dostal, A. Kocan, T. Trnovec, and R. J. Sram, “Prenatal exposures to persistent and non-persistent organic compounds and effects on immune system development,” Basic and Clinical Pharmacology and Toxicology, vol. 102, no. 2, pp. 146–154, 2008. View at: Publisher Site | Google Scholar
  28. H. Libalova, M. Dostal, and R. J. Sram, “Study of gene expression in asthmatic children living in localities with different extent of air pollution,” Ochrana Ovzduší, vol. 23, pp. 13–17, 2011 (Czech). View at: Google Scholar
  29. P. S. Gao, K. Shimizu, A. V. Grant et al., “Polymorphisms in the sialic acid-binding immunoglobulin-like lectin-8 (Siglec-8) gene are associated with susceptibility to asthma,” European Journal of Human Genetics, vol. 18, no. 6, pp. 713–719, 2010. View at: Publisher Site | Google Scholar
  30. A. Rossnerova, E. Tulupova, N. Tabashidze et al., “Factors affecting the 27K DNA methylation pattern in asthmatic and healthy children from locations with various environments,” Mutation Research, vol. 741-742, pp. 18–26, 2013. View at: Publisher Site | Google Scholar
  31. R. J. Sram, B. Binkova, M. Dostal et al., “Health impact of air pollution to children,” International Journal of Hygiene and Environmental Health, 2013. View at: Publisher Site | Google Scholar
  32. A. Rossnerova, M. Spatova, P. Rossner Jr., Z. Novakova, I. Solansky, and R. J. Sram, “Factors affecting the frequency of micronuclei in asthmatic and healthy children from Ostrava,” Mutation Research, vol. 708, no. 1-2, pp. 44–49, 2011. View at: Publisher Site | Google Scholar
  33. P. Rossner Jr., K. Uhlirova, O. Beskid, A. Rossnerova, V. Svecova, and R. J. Sram, “Expression of XRCC5 in peripheral blood lymphocytes is upregulated in subjects from a heavily polluted region in the Czech Republic,” Mutation Research, vol. 713, no. 1-2, pp. 76–82, 2011. View at: Publisher Site | Google Scholar
  34. S. P. Adams, G. M. Laws, R. D. Storer, J. G. DeLuca, and W. W. Nichols, “Detection of DNA damage induced by human carcinogens in acellular assays: potential application for determining genotoxic mechanisms,” Mutation Research, vol. 368, no. 3-4, pp. 235–248, 1996. View at: Publisher Site | Google Scholar
  35. M. V. Reddy, G. R. Blackburn, C. A. Schreiner, and C. R. Mackerer, “Correlation of mutagenic potencies of various petroleum oils and oil coal tar mixtures with DNA adduct levels in vitro,” Mutation Research, vol. 378, no. 1-2, pp. 89–95, 1997. View at: Publisher Site | Google Scholar
  36. W. A. Smith, J. M. Arif, and R. C. Gupta, “Effect of cancer chemopreventive agents on microsome-mediated DNA adduction of the breast carcinogen dibenzo[a,l]pyrene,” Mutation Research, vol. 412, no. 3, pp. 307–314, 1998. View at: Publisher Site | Google Scholar
  37. S. K. Pohjola, M. Lappi, M. Honkanen, and K. Savela, “Comparison of mutagenicity and calf thymus DNA adducts formed by the particulate and semivolatile fractions of vehicle exhausts,” Environmental and Molecular Mutagenesis, vol. 42, no. 1, pp. 26–36, 2003. View at: Publisher Site | Google Scholar
  38. J. Topinka, P. Rossner Jr., A. Milcova, J. Schmuczerova, V. Svecova, and R. J. Sram, “DNA adducts and oxidative DNA damage induced by organic extracts from PM2.5 in an acellular assay,” Toxicology Letters, vol. 202, no. 3, pp. 186–192, 2011. View at: Publisher Site | Google Scholar
  39. C. A. Pope III, M. Ezzati, and D. W. Dockery, “Fine-particulate air pollution and life expectancy in the United States,” The New England Journal of Medicine, vol. 360, no. 4, pp. 376–386, 2009. View at: Publisher Site | Google Scholar
  40. A. W. Correia, C. A. Pope III, D. W. Dockery, Y. Wang, M. Ezzati, and F. Dominici, “Effect of air pollution control on life expectancy in the United States: an analysis of 545 U.S. Counties for the period from 2000 to 2007,” Epidemiology, vol. 24, pp. 23–31, 2013. View at: Publisher Site | Google Scholar
  41. F. Kotesovec, J. Skorkovsky, and J. Brynda, “The course of long-term mortality in the Czech Republic and in selected regions in the period of 1982–2007,” Ochrana Ovzduší, vol. 21, pp. 23–26, 2009 (Czech). View at: Google Scholar
  42. J. Skorkovsky, F. Kotesovec, V. Svecova, J. Brynda, E. Rychlikova, and R. J. Sram, “The course of long-term mortality in two localities in Moravian-Silesian region with different levels of air pollution,” Ochrana Ovzduší, vol. 22, pp. 28–34, 2010 (Czech). View at: Google Scholar
  43. J. Skorkovsky, E. Rychlikova, F. Kotesovec, and R. J. Sram, “Daily mortality in three regions with different PM10 concentrations in ambient air—Czech Republic,” Ochrana Ovzduší, vol. 23, pp. 23–29, 2011 (Czech). View at: Google Scholar
  44. F. Perera, W. Y. Tang, J. Herbstman et al., “Relation of DNA methylation of 5′-CpG island of ACSL3 to transplacental exposure to airborne polycyclic aromatic hydrocarbons and childhood asthma,” PLoS One, vol. 4, no. 2, Article ID e4488, 2009. View at: Publisher Site | Google Scholar
  45. F. Perera, D. Tang, R. Whyatt, S. A. Lederman, and W. Jedrychowski, “DNA damage from polycyclic aromatic hydrocarbons measured by benzo[a]pyrene-DNA adducts in mothers and newborns from Northern Manhattan, the World Trade Center Area, Poland, and China,” Cancer Epidemiology Biomarkers and Prevention, vol. 14, no. 3, pp. 709–714, 2005. View at: Publisher Site | Google Scholar
  46. J. Topinka, B. Binkova, G. Mrackova et al., “Influence of GSTM1 and NAT2 genotypes on placental DNA adducts in an environmentally exposed population,” Environmental and Molecular Mutagenesis, vol. 30, no. 2, pp. 184–195, 1997. View at: Google Scholar
  47. H. Choi, V. Rauh, R. Garfinkel, Y. Tu, and F. P. Perera, “Prenatal exposure to airborne polycyclic aromatic hydrocarbons and risk of intrauterine growth restriction,” Environmental Health Perspectives, vol. 116, no. 5, pp. 658–665, 2008. View at: Publisher Site | Google Scholar
  48. F. P. Perera, Z. Li, R. Whyatt et al., “Prenatal airborne polycyclic aromatic hydrocarbon exposure and child IQ at age 5 years,” Pediatrics, vol. 124, no. 2, pp. e195–e202, 2009. View at: Publisher Site | Google Scholar
  49. H. Choi, L. Wang, X. Lin, J. D. Spengler, and F. P. Perera, “Fetal window of vulnerability to airborne polycyclic aromatic hydrocarbons on proportional intrauterine growth restriction,” PloS One, vol. 7, Article ID e35464, 2012. View at: Google Scholar
  50. H. Choi, F. Perera, A. Pac et al., “Estimating individual-level exposure to airborne polycyclic aromatic hydrocarbons throughout the gestational period based on personal, indoor, and outdoor monitoring,” Environmental Health Perspectives, vol. 116, no. 11, pp. 1509–1518, 2008. View at: Publisher Site | Google Scholar
  51. G. C. S. Smith, “First trimester origins of fetal growth impairment,” Seminars in Perinatology, vol. 28, no. 1, pp. 41–50, 2004. View at: Publisher Site | Google Scholar
  52. L. Neufeld, D. L. Pelletier, and J. D. Haas, “The timing hypothesis and body proportionality of the intra-uterine growth retarded infant,” American Journal of Human Biology, vol. 11, no. 5, pp. 638–646, 1999. View at: Google Scholar
  53. S. Milani, A. Bossi, E. Bertino et al., “Differences in size at birth are determined by differences in growth velocity during early prenatal life,” Pediatric Research, vol. 57, no. 2, pp. 205–210, 2005. View at: Publisher Site | Google Scholar
  54. A. van Wassenaer, “Neurodevelopmental consequences of being born SGA,” Pediatric Endocrinology Reviews, vol. 2, no. 3, pp. 372–377, 2005. View at: Google Scholar
  55. J. Lipsett, M. Tamblyn, K. Madigan et al., “Restricted fetal growth and lung development: a morphometric analysis of pulmonary structure,” Pediatric Pulmonology, vol. 41, no. 12, pp. 1138–1145, 2006. View at: Publisher Site | Google Scholar
  56. L. Nepomnyaschy and N. E. Reichman, “Low birthweight and asthma among young urban children,” American Journal of Public Health, vol. 96, no. 9, pp. 1604–1610, 2006. View at: Publisher Site | Google Scholar
  57. D. J. P. Barker, “Adult consequences of fetal growth restriction,” Clinical Obstetrics and Gynecology, vol. 49, no. 2, pp. 270–283, 2006. View at: Publisher Site | Google Scholar
  58. M. S. Martin-Gronert and S. E. Ozanne, “Experimental IUGR and later diabetes,” Journal of Internal Medicine, vol. 261, no. 5, pp. 437–452, 2007. View at: Publisher Site | Google Scholar
  59. R. J. Sram, B. Binková, J. Dejmek, I. Chvatalova, I. Solansky, and J. Topinka, “Association of DNA adducts and genotypes with birth weight,” Mutation Research, vol. 608, no. 2, pp. 121–128, 2006. View at: Publisher Site | Google Scholar
  60. R. L. Miller, R. Garfinkel, M. Horton et al., “Polycyclic aromatic hydrocarbons, environmental tobacco smoke, and respiratory symptoms in an inner-city birth cohort,” Chest, vol. 126, no. 4, pp. 1071–1078, 2004. View at: Publisher Site | Google Scholar
  61. W. Jedrychowski, A. Galas, A. Pac et al., “Prenatal ambient air exposure to polycyclic aromatic hydrocarbons and the occurrence of respiratory symptoms over the first year of life,” European Journal of Epidemiology, vol. 20, no. 9, pp. 775–782, 2005. View at: Publisher Site | Google Scholar
  62. C. L. Yauk, “Advances in the application of germline tandem repeat instability for in situ monitoring,” Mutation Research, vol. 566, no. 2, pp. 169–182, 2004. View at: Publisher Site | Google Scholar
  63. C. M. Somers, C. L. Yauk, P. A. White, C. L. J. Parfett, and J. S. Quinn, “Air pollution induces heritable DNA mutations,” Proceedings of the National Academy of Sciences of the United States of America, vol. 99, no. 25, pp. 15904–15907, 2002. View at: Google Scholar
  64. C. M. Somers and D. N. Cooper, “Air pollution and mutations in the germline: are humans at risk?” Human Genetics, vol. 125, no. 2, pp. 119–130, 2009. View at: Publisher Site | Google Scholar
  65. C. M. Somers, “Ambient air pollution exposure and damage to male gametes: human studies and in situ ‘sentinel’ animal experiments,” Systems Biology in Reproductive Medicine, vol. 57, no. 1-2, pp. 63–71, 2011. View at: Publisher Site | Google Scholar
  66. D. M. DeMarini, “Declaring the existence of human germ-cell mutagens,” Environmental and Molecular Mutagenesis, vol. 53, pp. 166–172, 2012. View at: Google Scholar
  67. J. Ostatnicka and L. Matouskova, Eds., Air Pollution in the Czech Republic in 2011, Czech Hydrometeorological Institute, Prague, Czech Republic, 2012.

Copyright © 2013 Radim J. Sram et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Related articles

No related content is available yet for this article.
 PDF Download Citation Citation
 Download other formatsMore
 Order printed copiesOrder

Related articles

No related content is available yet for this article.

Article of the Year Award: Outstanding research contributions of 2021, as selected by our Chief Editors. Read the winning articles.