- Open Access
- Open Peer Review
Occupational exposure levels of bioaerosol components are associated with serum levels of the acute phase protein Serum Amyloid A in greenhouse workers
Environmental Health volume 15, Article number: 9 (2016)
Occupational exposure to particles may be associated with increased inflammation of the airways. Animal experiments suggest that inhaled particles also induce a pulmonary acute phase response, leading to systemic circulation of acute phase proteins. Greenhouse workers are exposed to elevated levels of bioaerosols. The objective of this study is to assess whether greenhouse workers personal exposure to bioaerosol components was associated with serum levels of the acute phase proteins Serum Amyloid A (SAA) and C-reactive protein (CRP).
SAA and CRP levels were determined in serum sampled repeatedly from 33 greenhouse workers. Blood was drawn repeatedly on Mondays and Thursdays during work weeks. Acute phase protein levels were compared to levels in a comparison group of 42 people and related to individual exposure levels to endotoxin, dust, bacteria, fungi and β-glucan.
Serum levels of SAA and CRP were not significantly different in greenhouse workers and a reference group, or on the two work days. In a mixed model, SAA levels were positively associated with endotoxin exposure levels (p = 0.0007). Results for fungi were not clear. CRP levels were positively associated with endotoxin exposures (p = 0.022). Furthermore, when workers were categorized into three groups based on SAA and CRP serum levels endotoxin exposure was highest in the group with the highest SAA levels and in the group with middle and highest CRP levels. SAA and CRP levels were elevated in workers with asthma.
Greenhouse workers did not have elevated serum levels of SAA and CRP compared to a reference group. However, occupational exposure to endotoxin was positively associated with serum levels of the acute phase proteins SAA and CRP. Preventive measures to reduce endotoxin exposure may be beneficial.
Occupational exposure to bioaerosols may be associated with increased inflammation of the airways , respiratory symptoms [2, 3] and occupational particle exposure is associated with increased risk of cardiovascular disease . Inhalation of particles promotes cardiovascular risk possibly through induction of a pulmonary acute phase response . The acute phase response is a complex systemic response to e.g. bacterial infection, tissue injury, and trauma characterized by up- and down regulation of blood levels of a variety of proteins, termed acute phase proteins, such as C-reactive protein (CRP) and Serum Amyloid A (SAA) [6, 7]. Pulmonary exposure to various types of particles including dust from biofuel plants converting straw, diesel exhaust particles, pure carbon particles such as carbon black and TiO2 nanoparticles all induce a pulmonary acute phase response in mice [8, 9]. Similarly, inhalation of endotoxin induces a strong pulmonary acute phase response in mice . SAA is directly implicated in atherosclerosis as virus-mediated overexpression of SAA in susceptible mice (ApoE−/− mice) promotes plaque progression . In agreement with this observation, acute phase response and serum levels of both CRP and SAA are associated with future risk of cardiovascular disease in prospective epidemiological studies [12, 13]. Increased serum levels of CRP and SAA are also associated with airway inflammation , asthma  and chronic obstructive pulmonary disease  .
Workers in greenhouses are exposed to very different concentrations of the bioaerosol components endotoxin, fungi, β-glucan and bacteria dependent on plant species, work task and ages of plants [17–19]. The greenhouse environment is different from e.g. agricultural environments as greenhouse workers mainly handle growing plants in enclosed environments while agricultural workers may work with animals or in open fields. In studies of bioaerosols and related health effects focus has mainly been on agriculture.
Occupational exposure to endotoxin is associated with airway symptoms of workers on straw and wood chips power plants , nasal inflammation of agricultural workers  and lung function decline of poultry workers . Only few studies have documented occupational health effects from other bioaerosol components than endotoxin. However occupational exposure to airborne fungi and/or β-glucan of recycling workers  and farmers  and weight of dust for poultry workers  have been related to respiratory symptoms and/or inflammation. We have conducted a study with greenhouse workers where exposures to bioaerosols and serum levels of SAA and CRP were measured. Measures were done repeatedly during different seasons and on workers in three companies to cover different exposure levels. The aim of the current study was to determine whether occupational exposure of greenhouse workers to inhalable bioaerosol components is associated with increased serum levels of the acute phase proteins CRP and SAA. Since occupational exposure may occur continuously during a 40 year working life, occupationally associated increases in acute phase protein levels may be associated with increased risks related to inflammation mediated diseases such as asthma and cardiovascular disease.
The study was approved by the Regional Ethics Committee of Southern Denmark (S-20100045) and the Danish Data Protection Agency of Southern Denmark (RSD: 2008-58-0035).
A study was performed in three companies abbreviated A, B and C. Company A mainly produced and packed tomatoes, company B produced and packed cucumbers and company C produced and packed different potted flowering plants. Work in company A and B was performed in modern greenhouses or packaging halls; work in company C was mainly performed in modern greenhouses and some workers also worked some hours outdoor. The study was performed over a 2.5 year period (June 2010-December 2012). A total of 33 workers participated in the study; 11 from company A, eight from company B and 14 from company C. Asthma was defined as an affirmative answer to the question “Do you have asthma?”.
In addition, 42 participants from a population-based study on asthma and chronic rhinosinusitis (crs)  were included as a reference group. All controls were matched to the greenhouse workers according to sex, age and smoking status. The reference group comprised 33 individuals without self-reported symptoms of asthma and/or chronic rhinosinusitis (crs), and nine individuals with self-reported symptoms of asthma and/or crs as inflammatory airway diseases may affect the level of the acute phase proteins. Asthma was defined as reporting having ever had asthma and reporting at least one of the following symptoms in the last 12 months (i) wheeze or whistling in the chest, (ii) waking up with chest tightness, (iii) waking with shortness of breath, or (iv) waking with an attack of coughing . Table 1 shows relevant demographic data.
Atopy was defined by minimum 1 positive skin prick test (wheal diameter >3 mm) using standard allergens. Nasal allergy was in both cohorts defined by an affirmative answer to the question “Do you have any nasal allergies?”
Two to 13 blood samples were taken per greenhouse worker (mean = 6.8 samples/person, median = 6.0 samples/person). A total of 217 blood samples were collected during the study period. Blood samples were drawn Monday morning after the work had started and the following Thursday at noon. Seven times a worker was present on a Monday but not on a Thursday, and six times a worker was present on a Thursday but not on a Monday, and these samples are included in the 217 blood samples. Blood sampling was only performed if the worker was at work. Only one blood sample was taken from each of the controls. Blood samples were drawn into plain vacutainer tubes (BD vacutainer gold top serum separator), inverted five times, left to clot for minimum 60 min and centrifuged at 3000 rpm for 15 min to separate serum. Serum was frozen at −80 °C until analysed.
Personal exposure was measured during weeks of blood sampling, dust sampling was performed using GSP samplers (Gesamtstaubprobenahme, CIS by BGI, INC Waltham, MA, USA) on Tuesdays or Wednesdays (n = 115). Some of the exposure data are part of published studies [18, 26]. Sampling was performed during full work days (mean sampling time: 6 h, range: 1–8 hour). The GSP sampler samples inhalable particles (flow 3.5 l/ min). Two GSP samplers were attached to each worker’s clothing close to the breathing zone. Personal air flow was checked every hour. Each worker carried two of the described samplers, one with a polycarbonate filter (pore size 1 μm, Osmonics Inc., Minnetonka, MN, USA) for culturable counts and β-glucan and one with a teflon filter (pore size 1 μm; Millipore, Bedford, MA, USA) for endotoxin and gravimetric analysis. Each sampling day three teflon filters and one polycarbonate filter were brought as blind filters. The three teflon filters were used for gravimetric analysis and one of them subsequently as blind filter for endotoxin analysis and the polycarbonate filter as blind filter for quantification of microorganisms.
The mass of the dust collected on the teflon filters was determined by weighing the filters before and after dust sampling. Before weighing, the filters were equilibrated at constant air temperature and humidity for 20–24 hours. The limit of detection when weighing the filters was 0.06 mg per filter corresponding to 0.022 mg dust/m3. The detection limit was calculated as three times the standard deviation of ten blanks and divided by the mean sampled volume. The data are presented as time weighted averages (TWA) in mg/m3 air.
Extraction of dust
The day after each sampling materials collected on filters were extracted. The dust on the teflon filters was extracted in 6.0 ml pyrogen-free water with 0.05 % Tween 20 by orbital shaking (300 rpm) at room temperature for 60 min and centrifuging (1000 g) for 15 min. The supernatant was stored at −80 °C until it was used for the endotoxin assay. The dust collected on polycarbonate filters was extracted by placing filters in 10 ml sterile solution (0.05 % Tween 80, 0.85 % NaCl) followed by orbital shaking for 15 min (500 rpm) at room temperature.
Quantification of endotoxin and β-glucan
The supernatants from Teflon filters were analysed (in duplicate) for endotoxin from Gram negative bacteria using the kinetic Limulus Amoebocyte Lysate test (Kinetic-QCL endotoxin kit, BioWhittaker, Walkersville, Maryland, USA) with β-glucan blocker. A standard curve obtained from an Escherichia coli O55:B5 reference endotoxin was used to determine the concentrations in terms of endotoxin units (EU) (10.0 EU ≈ 1.0 ng). The limit of detection was 0.05 EU/ml, corresponding to 0.06 EU/m3. The data are presented TWA in EU/m3 air. Endotoxin was below detection level on blind filters.
Extracts from polycarbonate filters were analysed in duplicate for β-glucan from fungi and pollen using the kinetic, chromatic Fungitic G Test (Seikaga Co., Tokyo, Japan). The triple-helix structure of the β-glucan was made water soluble by adding 0.3 M NaOH and incubating for 60 min. The detection level was 4 ng/ml. The data are presented as TWA in ng/ m3 air.
Quantification of bacteria and fungi
Ten-fold dilution series of extracts from polycarbonate filters were prepared and 100 μl aliquots were placed on agar plates for quantification of bacteria and fungi. The number of inhalable fungi in polycarbonate-samples culturable on Dichloran Glycerol agar (DG18 agar, Oxoid, Basingstoke, England) at 25 °C was counted after 3 and 7 days of incubation. The numbers of inhalable bacteria were quantified after 3 and 7 days of incubation on 100 % Nutrient agar (Oxoid, Basingstoke, UK) with actidione (cycloheximide; 50 mg/l (Serva, Germany)) at 25 °C. The exposure to fungi and bacteria are expressed as TWA in colony forming units (cfu) per m3 air, and values were above the detection limit.
Quantification of SAA and CRP
Serum levels of SAA were determined by Enzyme-linked Immunosorbant assay (ELISA) from Invitrogen (CA, USA) according to the manufacturer’s specifications. The range of the standard solutions was 0–600 ng/ml. Absorbance at 450 nm was measured by use of Elx808 (Biotek Instruments, Inc., Vermont, US). Sensitivity was given by the manufacturer as 4 μg/l, intra-assay variation as 4.6–7.4 % at 61.7–585.8 μg/l, and inter-assay variation as 7.0–7.8 % at 61.3–588.8 μg/l. Two controls consisting of recombinant human SAA1 in tissue culture matrix (19 mg/l and 332 mg/l) were provided with the kit and included as samples (1:1000 dilution) in all runs. The detection limit (LOD) was 4 μg/l.
Serum levels of high sensitivity CRP (CRP) were determined by ELISA from IBL International GMBH (Hamburg, Germany) according to the manufacturer’s specifications. The range of the standard solutions was 0–10 μg/ml. Absorbance at 450 nm was measured by use of Elx808 (Biotek Instruments, Inc., Vermont, US). Sensitivity was given by the manufacturer as 0.02 μg/ml, intra-assay variation as 4.1–6.9 % at 0.36–6.16 μg/ml, and inter-assay variation as 5.8–6.3 % at 0.41–6.22 μg/ml. Two controls (0.5 μg/ml and 5 μg/ml) were made in dilution buffer from Human CRP control material (code 85/506, NIBSC) and included in all runs. The LOD was 0.02 μg/ml. Concentrations below the LOD were assigned a random value between 0 and LOD extracted from a uniform distribution.
Greenhouse workers were categorized into three groups based on SAA and CRP serum levels. The cut off values used were CRP values below 1.0 mg/l for low risk for cardiovascular disease (CVD), 1.0 to 2.9 mg/l for intermediate risk for CVD and > 3.0 mg/l for high risk for CVD . The SAA groups were based on measured levels in healthy subjects; SAA levels have in healthy young adults been measured to be 2.29 mg/l, in middle-aged 2.47 mg/l and in aged 3.66 mg/l . As there was only one greenhouse worker in the group with lowest SAA level, we also made three new groups with cut-off-values at <10 mg/l and > 30 mg/l.
Pearson correlation coefficient (r) on log transformed levels of SAA, CRP, endotoxin, dust, bacteria, fungi and β-glucan were calculated. Log transformed data on exposure in three different CRP and SAA groups were compared using Proc GLM.
Greenhouse workers were categorized into three groups based on SAA and CRP serum levels as described above and the bioaerosol exposures for the three groups were compared using Anova test. The associations of week day and gender on log-transformed SAA and CRP contents were estimated in mixed models accounting for correlated measures with two levels of random effects; individual and week within individual to account for correlated measures. SAA and CRP levels as an effect of week day were also compared using paired t-test. This was done for all workers and for workers with and without asthma. The associations of log-transformed exposure to endotoxin, dust, bacteria, fungi and β-glucan and corresponding log-transformed content of SAA and CRP were estimated in mixed models with adjustments for week day, age (<40 years or >40 years) and gender as a fixed effect and with two levels of random effects; individual and week within individual to account for correlated measures. Associations were also estimated for each gender separately; in addition we have used stepwise regression analysis with back ward elimination. Data were analysed using SAS (version 9.2).
SAA and CRP levels
SAA and CRP levels were measured in serum samples collected from greenhouse workers and in the reference group (Table 1). SAA and CRP levels were inter-correlated for greenhouse workers (r = 0.62, p < 0.0001) and for the reference group (r = 0.36, p = 0.021, n = 42). There was no statistically significant difference in serum levels of SAA (p = 0.58) or CRP (p = 0.67) between greenhouse workers and the reference group (adjusted for age and gender). Exclusion of reference group members with self-reported crs or asthma symptoms had no effect (p for SAA = 0.57 and p for CRP = 0.40). When SAA levels in non-atopic greenhouse workers and non-atopic references were compared no significant difference was found (p = 0.83), similar no effect was seen between the two atopic groups (p = 0.28) and between the two groups with asthma (p = 0.15).
For greenhouse workers median SAA levels Monday mornings were 19.0 mg/l (average = 29.4 mg/l) and Thursday noon 14.5 mg/l (average = 26.6 mg/l); median serum CRP levels Monday morning were 1.1 mg/l (average = 1.6 mg/l) and Thursday noon 0.95 mg/l (average = 1.6 mg/l). When SAA and CRP levels were analyzed in a mixed model including only week day as factor, no significant effect of week day was found on SAA (p = 0.25) or CRP (p = 0.61) levels. Similar paired t-test showed no significant difference between days (for SSA p = 0.15, for CRP p = 0.86). When workers without asthma were compared separately no significant effect of week day was found for SAA (average = 25.7 versus 24.2 mg/l, p = 0.21) and CRP (average = 1.25 versus 1.42 mg/l, p = 0.50). In contrast, workers with asthma had significantly higher SAA levels Monday morning (average = 57.0 mg/l) than Thursday noon (average = 44.7 mg/l) (p = 0.039 in paired t-test), this was not seen for CRP (average = 4.3 versus 3.1 mg/l p = 0.23).
The individual serum SAA levels on Mondays correlated significantly with SAA levels on Thursdays (r = 0.62, P < 0.0001) within the same week. Similarly, the individual CRP levels on Mondays correlated significantly with CRP levels on Thursdays (r = 0.73, P < 0.0001) within the same week. In the following analysis we have used the average serum levels of the Monday and Thursday measurement of SAA and CRP, respectively, to correlate with the individual personal exposure levels from the same week.
Greenhouse workers were exposed to very different concentrations of bioaerosol components (Table 2). Endotoxin exposure levels correlated significantly with all other measured exposures (Table 2). Exposure of the reference group was not measured.
Inflammatory markers and effect of bioaerosol exposure
Greenhouse workers were categorized into three groups based on SAA and CRP serum levels using cut-off values according to earlier studies [12, 27]. Endotoxin exposure was highest in the group with the highest SAA levels and in the group with middle and highest CRP levels (Table 3). Only one SAA concentration was below 3.0 mg/l; therefore we also made new categories with a cut-off value at 10 mg/l (n = 23 in category 1), but this did not influence the results shown in Table 3.
The associations between exposure factors and average of Monday and Thursday levels of CRP or SAA, respectively, are shown in Table 4. The exposure factors were studied together and separately. When single factors were assessed, SAA levels were positively associated with endotoxin levels (p = 0.01), gender (women versus men, p = 0.047) and asthma (asthma versus no asthma, p = 0.0084). When all factors were included in the same model, SAA levels were positively associated with endotoxin levels (p = 0.026) and negatively with the levels of fungi (p = 0.039). In the stepwise regression analysis endotoxin, fungi and asthma were present as significant factors. All exposures correlated significantly (Table 2), and if the association between SAA level and exposure data were analyzed without endotoxin a significant effect was only seen for asthma (estimate = 0.42; p = 0.0084).
When single factors were assessed, CRP levels were positively associated with endotoxin (p = 0.016) and asthma (p = 0.011). In the stepwise regression analysis also endotoxin was part of the best fitting model (Table 4). If the association between CRP level and exposure data were analyzed without endotoxin data no significant associations were seen.
Gender had a significant effect on SAA level and we also studied the data for the two genders separately; data are only shown for men as no significant associations were found for women. When men were studied separately a significant association was found between endotoxin exposure and SAA level and between fungi and CRP level (Table 4). If the association between CRP level and exposure data was analyzed without fungi data a significant associations was seen for endotoxin (estimate = 0.22; p = 0.011).
We found a significant association between individual exposure levels of inhalable endotoxin and serum levels of SAA and a less consistent association to CRP levels. However, SAA and CRP levels in workers exposed to bioaerosols were not different from levels found in a reference group. The reference group was selected from a population-based study on asthma and chronic rhinosinusitis. The cohort comprised a total of 365 individuals aged 15–75 years. Initially, 33 individuals without self-reported symptoms of asthma and /or crs were matched with the individual greenhouse workers to match the two groups according to sex (64 % males in both groups), age and smoking status (24 % current smokers in both groups). In addition 9 individuals with asthma and/or crs were selected (56 % males, mean age: 42.0, 44 % current smokers). The serum CRP levels of the greenhouse workers (median = 0.95 mg/l) were similar to levels previously reported for adult occupants in a wood smoke impacted community (1.00 ± 0.78 mg CRP/l) in Canada , for young healthy Danish individuals (geometric mean = 1.2 mg/l)  and Swedish middle-aged individuals (median = 0.74 mg/l) . In this study the median serum level of SAA of greenhouse workers was 15.2 mg/l (average = 28.3 mg/l). This is higher than SAA median levels in healthy young adults: 2.29 mg/l, in middle-aged 2.47 mg/l and in aged 3.66 mg/l healthy Swedish individuals . The median SAA level in greenhouse workers without atopy and asthma was 11.1 mg/l (median = 26.5 mg/l), which is also higher than median levels in healthy Swedish individuals. This may be due to endotoxin exposure; on the other hand the reference group also had high SAA levels. Greenhouse workers with asthma had significantly higher SAA levels than colleagues without asthma; this is not surprising as SAA is a marker of both asthma and atherogenesis . The found associations between endotoxin exposure levels and SAA and CRP levels in serum may suggest a causal association even though the levels were not increased compared to the reference group. In another study, the prevalence of self-reported respiratory symptoms tended to be higher among greenhouse workers compared to controls . Inhalation of LPS has previously been shown to dose-dependently increase CRP levels in healthy subjects . Thus, inhalation of 5 μg and 50 μg of LPS by human volunteers induced a dose-dependent increase in CRP levels . Inhalation of 5 μg LPS (corresponding to about 50 000 EU units) increased CRP to ~ 4 μg/ml, whereas inhalation of 50 μg (500 000 EU units) increased CRP levels to ~30 μg/ml. SAA was not assessed in that study. In mice, inhalation of LPS induced a strong transcriptional activation of Saa1 and Saa3 (both encoding SAA isoforms) in lung tissue . In the current study, workers were exposed to between 0.84 and 3100 EU/m3 (median = 66 EU/m3). Assuming that humans inhale 0.45 m3/h, this would correspond to inhalation of between 3.0 and 11160 EU/work day (median = 238 EU/work day) during an 8-hours working day.
We used the study design with blood sampling Monday morning and Thursday noon in the same week as one could expect an increase in inflammatory marker levels during the work week or during a work day. However, we did not find significant differences in SAA and CRP levels on Monday versus Thursday measurements. There are several possible explanations. Some workers may have been exposed during activities in the weekend. Secondly, inhaled endotoxins may be cleared slowly from the lungs, resulting in prolonged exposure. Lastly, it takes approximately 7 days for SAA and CRP levels to return to baseline levels after an acute phase response  and thus, serum levels of acute phase proteins on Mondays may reflect exposure during the previous week. A study with bioaerosol exposed biofuel workers showed no increase in levels of the inflammatory markers IL-1β and IL-8 from Monday morning to Thursday noon . In contrast, a study with bioaerosol exposed waste handlers showed increased levels of inflammatory markers (neutrophils and IL-8 levels) from Monday morning to Thursday . When greenhouse workers with asthma were studied separately a significant effect of week day was found – but with higher SAA levels on Mondays than on Thursdays. We do not know whether this is related to the reduced mucociliary clearance in people with asthma  leading to a longer exposure period, or alternatively that asthma patients Monday morning react faster to endotoxin exposure.
SAA level was significantly and negatively associated with exposure to fungi, but CRP level was positively associated with men’s exposure to fungi (Table 4). For waste handlers exposed to bioaerosols, inflammatory responses were related significantly to levels of exposure to endotoxin, but not to fungi and bacteria . We measured large differences in the exposure levels to fungi (between 204–7.4x107 cfu/m3); large differences have also been found in other greenhouse studies (between bd and 7.4x107 cfu/m3) . The median (4.3x104 cfu/m3), but not the maximum (7.4x107 cfu/m3) fungal exposure of greenhouse workers was lower than exposures of workers developing Organic Dust Toxic syndrome (ODTS) (2-8x106 cfu/m3) , but higher than concentrations measured using stationary samplers in herb processing plants (mean = 104 cfu/m3) . The results of occupational exposure to fungi and related health effects are divergent [2, 33], and we suggest that different fungal species present in the different exposures, also within an environment, may affect the biological response, and it may be relevant to distinguish between fungal species or fungal inflammogens. A recent study indicates that not only the concentration of microorganisms and microbial enzymes, but also the microbial composition is different in organic dust causing airway symptoms than in reference dust . Fungi contain β-glucan in their cell walls and β-glucan is an inflammogen ; in this study divergent results were also found for β-glucan. We have used two approached by quantifying both living microorganisms and microbial components. The two components endotoxin and β-glucan are well described inflammogens and represent both cultivable and non-cultivable bacteria and fungi. We have chosen to measure cultivable fungi because germinable or living spores are more inflammogene than non-germinable or dead spores [40, 41].
Serum levels of the acute phase proteins SAA and CRP are known risk factors for cardiovascular disease in prospective studies [13, 42]. Conditions that induce acute phase response are in general associated with increased risk of cardiovascular disease [43–45]. Furthermore, experimental evidence from animal studies suggests a causal relation between SAA and atherosclerosis . Thus, occupational exposures that lead to increased acute phase response are likely associated with risk of cardiovascular disease  especially since the exposure may occur continuously during a 40 year work life. The acute phase response is a general defense response, and therefore, many different factors including lifestyle factors influence SAA and CRP levels. Use of anti-inflammatory medicine such as aspirin and statin reduces inflammation and acute phase response, whereas smoking and high BMI is associated with increased levels of both SAA and CRP [47, 48]. We did not control for these factors in the present study, but the comparison group was matched on age, gender and smoking.
The measured personal endotoxin exposure levels in this study were very variable (from 0.84 to 3100 EU/m3) and were similar to previously measured exposure levels for greenhouse workers [18, 19]. The endotoxin exposure levels were lower than the exposure levels of grass seed workers developing ODTS  and of grain farmers . Since personal exposure to inhalable endotoxin is associated with serum levels of acute phase proteins, we suggest reducing occupational exposure to endotoxin. We have previously identified factors affecting exposure to bioaerosols in greenhouses and have shown that it is possible to reduce exposure to bioaerosols [18, 26]. Thus endotoxin exposure was reduced significantly by cleaning out old plants before they were dried out . In another working environment with high endotoxin exposure, exposure cessation has caused lung function improvement after a year, but mainly for the lowest exposed workers .
In conclusion, serum levels of the acute phase proteins CRP and SAA were not higher in greenhouse workers than in a reference group. However, occupational exposure to endotoxin was positively associated with serum levels of the acute phase protein SAA and less consistently with CRP. Increased inflammation is linked to airway diseases and increased risk of cardiovascular disease and preventive measures to reduce endotoxin exposure may therefore be beneficial.
Below detection limit
Colony forming units
Enzyme-linked Immunosorbant assay
Gesamtstaubprobenahme, an aerosol sampler
Limit of detection
Organic Dust Toxic Syndrome
Pearson correlation coefficient
Serum Amyloid A
Time weighted average
Liebers V, Raulf-Heimsoth M, Brüning T. Health effects due to endotoxin inhalation (review). Arch Toxicol. 2008;82:203–10.
Schlünssen V, Madsen AM, Skov S, Sigsgaard T. Does the use of biomasss affect respiratory symptoms or lung function among male Danish heat- and power plant workers? Occup Environ Med. 2011;68:467–73.
Bünger J, Antlauf-Lammers M, Schulz TG, Westphal GA, Müller MM, Ruhnau P, et al. Health complaints and immunological markers of exposure to bioaerosols among biowaste collectors and compost workers. Occup Environ Med. 2000;57:458–64.
Torén K, Bergdahl IA, Nilsson T, Järvholm B. Occupational exposure to particulate air pollution and mortality due to ischaemic heart disease and cerebrovascular disease. Occup Environ Med. 2007;64:515–9.
Saber AT, Jacobsen NR, Jackson P, Poulsen SS, Kyjovska ZO, Halappanavar S, et al. Particle-induced pulmonary acute phase response may be the causal link between particle inhalation and cardiovascular disease. Wiley Interdiscip Rev Nanomed Nanobiotechnol. 2014;6:17–31.
Gabay C, Kushner I. Mechanisms of disease: Acute-phase proteins and other systemic responses to inflammation. N Engl J Med. 1999;340:448–54.
Uhlar CM, Whitehead AS. Serum amyloid A, the major vertebrate acute-phase reactant. Eur J Biochem. 1999;265:501–23.
Saber AT, Lamson JS, Jacobsen NR, Ravn-Haren G, Hougaard KS, Nyendi AN, et al. Particle-induced pulmonary acute phase response correlates with neutrophil influx linking inhaled particles and cardiovascular risk. PLoS ONE. 2013;8:e69020.
Jackson P, Hougaard KS, Vogel U, Wu D, Casavant L, Williams A, et al. Exposure of pregnant mice to carbon black by intratracheal instillation: Toxicogenomic effects in dams and offspring. Mutat Res. 2012;745:73–83.
Jeyaseelan S, Chu HW, Young SK, Worthen GS. Transcriptional profiling of lipopolysaccharide-induced acute lung injury. Infect Immun. 2004;72:7247–56.
Dong Z, Wu T, Qin W, An C, Wang Z, Zhang M, et al. Serum Amyloid A Directly Accelerates the Progression of Atherosclerosis in Apolipoprotein EΓÇôDeficient Mice. Mol Med. 2011;17:1357.
Pearson TA, Mensah GA, Alexander RW, Anderson JL, Cannon RO, Criqui M, et al. Markers of inflammation and cardiovascular disease application to clinical and public health practice: a statement for healthcare professionals from the centers for disease control and prevention and the American Heart Association. Circulation. 2003;107:499–511.
Ridker PM, Hennekens CH, Buring JE, Rifai N. C-reactive protein and other markers of inflammation in the prediction of cardiovascular disease in women. N Engl J Med. 2000;342:836–43.
Takemura M, Matsumoto H, Niimi A, Ueda T, Matsuoka H, Yamaguchi M, et al. High sensitivity C-reactive protein in asthma. Eur Respir J. 2006;27:908–12.
Kilic H, Karalezli A, Hasanoglu HC, Erel O, Ates C. The relationship between hs-CRP and asthma control test in asthmatic patients. Allergol Immunopathol. 2012;40:362–7.
Bozinovski S, Hutchinson A, Thompson M, MacGregor L, Black J, Giannakis E, et al. Serum amyloid a is a biomarker of acute exacerbations of chronic obstructive pulmonary disease. Am J Respir Crit Care Med. 2008;177:269–78.
Madsen AM, Tendal K, Thilsing T, Frederiksen MW, Baelum J, Hansen JV. Fungi, beta-glucan, and bacteria in nasal lavage of greenhouse workers and their relation to occupational exposure. Ann Occup Hyg. 2013;57:1030–40.
Madsen AM, Tendal K, Frederiksen MW. Attempts to reduce exposure to fungi, ß-glucan, bacteria, endotoxin and dust in vegetable greenhouses and a packaging unit. Sci Total Environ. 2014;468:1112–21.
Adhikari A, Gupta J, Wilkins III JR, Olds RL, Indugula R, Cho KJ, et al. Airborne microorganisms, endotoxin, and (1–›3)-β-D-glucan exposure in greenhouses and assessment of respiratory symptoms among workers. Ann Occup Hyg. 2011;55:272–85.
Burch JB, Svendsen E, Siegel PD, Wagner SE, von Essen S, Keefe T, et al. Endotoxin exposure and inflammation markers among agricultural workers in Colorado and Nebraska. J Toxicol Environ Health A. 2009;73:5–22.
Donham KJ, Cumro D, Reynolds SJ, Merchant J. Dose–response relationships between occupational aerosol exposures and cross-shift declines of lung function in poultry workers: recommendations for exposure limits. J Occup Environ Med. 2000;42:260–9.
Gladding T, Thorn J, Stott D. Organic dust exposure and work-related effects among recycling workers. Am J Ind Med. 2003;43:584–91.
Eduard W, Douwes J, Mehl R, Heederik D, Melbostad E. Short term exposure to airborne microbial agents during farm work: exposure-response relations with eye and respiratory symptoms. Occup Environ Med. 2001;58:113–8.
Lange B, Thilsing T, Al-Kalemji A, Baelum J, Martinussen T, Kjeldsen A. The Sino-Nasal Outcome Test 22 validated for Danish patients. Dan Med Bull. 2011;58:A4235.
Jarvis D, Newson R, Lotvall J, Hastan D, Tomassen PETE, Keil T, et al. Asthma in adults and its association with chronic rhinosinusitis: the GA2LEN survey in Europe. Allergy. 2012;67:91–8.
Madsen AM, Zervas A, Matthiesen CB, Tendal K, Koponen IK, Hansen EW. Exposure and preventive measure to reduce high and daily exposure to Bacillus thuringiensis in potted plant production. Ann Occup Hyg. 2014;58:664–76.
Lannergård A, Friman G, Ewald U, Lind L, Larsson A. Serum amyloid A (SAA) protein and highΓ−sensitivity C-reactive protein (hsCRP) in healthy newborn infants and healthy young through elderly adults. Acta Paediatr. 2005;94:1198–202.
Allen RW, Carlsten C, Karlen B, Leckie S, Eeden S, Vedal S, et al. An air filter intervention study of endothelial function among healthy adults in a woodsmoke-impacted community. Am J Respir Crit Care Med. 2011;183:1222–30.
Brauner EV, Moller P, Barregard L, Dragsted LO, Glasius M, Wahlin P. Exposure to ambient concentrations of particulate air pollution does not influence vascular function or inflammatory pathways in young healthy individuals. Part Fibre Toxicol. 2008;5:13.
Wu T, Chang PY, Tsao KC, Sun CF, Wu LL, Wu JT. A panel of multiple markers associated with chronic systemic inflammation and the risk of atherogenesis is detectable in asthma and chronic obstructive pulmonary disease. J Clin Lab Anal. 2007;21:367–71.
Michel O, Nagy AM, Schroeven M, Duchateau J, Neve J, Fondu P. Dose–response relationship to inhaled endotoxin in normal subjects. Am J Respir Crit Care Med. 1997;156:1157–64.
Zheng Y, Schlünssen V, Bønløkke J, Madsen AM, Skov S, Sigsgaard T. Change in airway inflammatory markers in Danish energy plant workers during a working week. Ann Agric Environ Med. 2014;21:530–6.
Heldal KK, Halstensen AS, Thorn J, Eduard W, Halstensen TS. Airway inflammation in waste handlers exposed to bioaerosols assessed by induced sputum. Eur Respir J. 2003;21:641–5.
Del Donno M, Bittesnich D, Chetta A, Olivieri D, Lopez-Vidriero MT. The effect of inflammation on mucociliary clearance in asthma: an overview. CHEST J. 2000;118:1142–9.
Hansen VM, Meyling NV, Winding A, Eilenberg J, Madsen AM. Factors affecting vegetable growers’ exposure to fungal bioaerosols and airborne dust. Ann Occup Hyg. 2011;56:170–81.
Madsen AM, Tendal K, Schlünssen V, Heltberg I. Organic dust toxic syndrome at a grass seed plant caused by exposure to high concentrations of bioaerosols. Ann Occup Hyg. 2012;56:777–88.
Dutkiewicz J, Krysinska-Traczyk E, Skórska C, Sitkowska J, Prazmo Z, Golec M. Exposure to airborne microorganisms and endotoxin in herb processing plants. Ann Agric Environ Med. 2001;8:201–11.
Madsen AM, Zervas A, Tendal K, Nielsen JL. Microbial diversity in bioaerosol samples causing ODTS compared to reference bioaerosol samples as measured using Illumina sequencing and MALDI-TOF. Environ Res. 2015;140:255–67.
Fogelmark B, Thorn J, Rylander R. Inhalation of (1-›3)-β-D-glucan causes airway eosinophilia. Mediators Inflamm. 2001;10:13–9.
Templeton SP, Buskirk AD, Law B, Green BJ, Beezhold DH. Role of germination in murine airway CD8+ T-cell responses to Aspergillus conidia. PLoS ONE. 2011;6:e18777.
Pandey S, Hoselton SA, Schuh JM. The impact of Aspergillus fumigatus viability and sensitization to its allergens on the murine allergic asthma phenotype. BioMed research international. 2013;doi.org/10.1155/2013/619614.
Johnson BD, Kip KE, Marroquin OC, Ridker PM, Kelsey SF, Shaw LJ, et al. Serum amyloid A as a predictor of coronary artery disease and cardiovascular outcome in women: the National Heart, Lung, and Blood Institute-Sponsored Women’s Ischemia Syndrome Evaluation (WISE). Circulation. 2004;109:726–32.
Post WS, Budoff M, Kingsley L, Palella Jr FJ, Witt MD, Li X, et al. Associations Between HIV Infection and Subclinical Coronary Atherosclerosis. Ann Intern Med. 2014;160:458–67.
Onufrak S, Abramson J, Vaccarino V. Adult-onset asthma is associated with increased carotid atherosclerosis among women in the Atherosclerosis Risk in Communities (ARIC) study. Atherosclerosis. 2007;195:129–37.
Pussinen PJ, Tuomisto K, Jousilahti P, Havulinna AS, Sundvall J, Salomaa V. Endotoxemia, immune response to periodontal pathogens, and systemic inflammation associate with incident cardiovascular disease events. Arterioscler Thromb Vasc Biol. 2007;27:1433–9.
Saber AT, Jacobsen NR, Jackson P, Poulsen SS, Kyjovska ZO, Halappanavar S, et al. Particle-induced pulmonary acute phase response may be the causal link between particle inhalation and cardiovascular disease. WIREs Nanomed Nanobiotechnol. 2014. doi:10.1002/wnan.1279.
Danesh J, Muir J, Wong YK, Ward M, Gallimore JR, Pepys MB. Risk factors for coronary heart disease and acute-phase proteins. A population-based study. Eur Heart J. 1999;20:954–9.
Huffman FG, Whisner S, Zarini GG, Nath S. Waist circumference and BMI in relation to serum high sensitivity C-reactive protein (hs-CRP) in Cuban Americans with and without type 2 diabetes. IntJ Environ Res Public Health. 2010;7:842–52.
Halstensen AS, Nordby K-C, Wouters IM, Eduard W. Determinants of microbial exposure in grain farming. Ann Occup Hyg. 2007;51:581–92.
Skogstad M, Sikkeland LIB, Øvstebø R, Haug KBF, Heldal KK, Skare Ø et al. Long-term occupational outcomes of endotoxin exposure and the effect of exposure cessation. Occup Environ Med. 2011. doi:10.1136/oem.2010.062414-2010.
We thank Margit W. Frederiksen and Kira Tendal for skilled technical assistance with exposure assessment and Ulla Tegner for skilled technical assistance with measurement of CRP and SAA. We acknowledge Jørgen V. Hansen for statistical advice. We thank The Danish Working Environment Research Fund (Grant no 20090066435/4 and 20100020195/3and 20110092173-3), The National Research Centre for the Working Environment and Snedkermester Sophus Jacobsen og Hustru Astrid Jacobsens Fond for financial support. We also thank the greenhouse workers and owners participating in this study.
The authors declare that they have no competing interests.
TT and JB designed the study and were responsible for the blood sampling. AHG was responsible for the CRP and SAA analysis. UBV contributed considerably to the writing of the paper and the project idea. AMM contributed considerably to the writing of the paper, has designed the exposure assessment, microbial laboratory analysis and performed the statistical analysis. All authors read and approved the manuscript.
About this article
Cite this article
Madsen, A.M., Thilsing, T., Bælum, J. et al. Occupational exposure levels of bioaerosol components are associated with serum levels of the acute phase protein Serum Amyloid A in greenhouse workers. Environ Health 15, 9 (2016). https://doi.org/10.1186/s12940-016-0090-7
- Serum Amyloid A
- C-reactive protein
- Occupational health