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HOME > Ann Occup Environ Med > Volume 29; 2017 > Article
Research Article Pesticide metabolite and oxidative stress in male farmers exposed to pesticide
Kang Myoung Lee1, Sang-Yoo Park2, Kyungsuk Lee3, Sung-Soo Oh4, Sang Baek Ko4orcid
Annals of Occupational and Environmental Medicine 2017;29:5.
DOI: https://doi.org/10.1186/s40557-017-0162-3
Published online: February 28, 2017

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• Received: May 24, 2016   • Accepted: February 24, 2017

© The Author(s). 2017

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  • Background
    The objective of this study was to measure malondialdehyde (MDA) and isoprostane which has been used as an index of lipid injury, 8-hydroxy-2′-deoxyguanosine (8-OHdG), which has been used as an index of DNA damage, and dialkyl-phosphate (DAP), which has been used to quantify pesticide exposure, and to investigate the relationship between pesticide exposure and oxidative stress.
  • Methods
    This study was a cross-sectional study that evaluated 84 male farmers exposure to pesticide. In this study, 8-OHdG, isoprostane, and MDA were measured as oxidative stress indices, and dialkyl-phosphate (dimethylphosphate(DMP), diethylphosphate(DEP), dimethylthiophosphate(DMTP), and diethylthiophosphate (DETP)) excreted in the urine was also measured to evaluate pesticide exposure. A linear regression analysis was performed to investigate the relationship between pesticide metabolites, and oxidative stress biomarkers.
  • Results
    A Correlation analysis was performed for pesticide exposure month (PEI), cumulative exposure index (CEI), and DAP as well as the concentration of the oxidative stress biomarkers. The PEM significantly and positively correlated to the levels of 8-OHdG, isoprostane, CEI, and DMP. CEI showed a correlation to 8-OHdG and PEM. DMP, DEP, and DETP showed a positive correlation to 8-OHdG, isoprostane, and MDA. A correlation analysis was adjusted some demographic characteristics, such as age, smoking, drinking, and exercise to determine the relationship between pesticide exposure and oxidative stress. The 8-OHdG, isoprostane, and MDA levels were significantly related to the DMP (ß = 0.320), DEP (ß = 0.390), and DETP (ß = 0.082); DMP (ß = 0.396), DEP (ß = 0.508), and DETP (ß = 0.504); and DMP (ß = 0.432), DEP (ß = 0.508), and DETP (ß = 0.329) levels, respectively.
  • Conclusions
    The concentration between oxidative stress biomarkers and the pesticide metabolite were a positive correlation. Indicators of oxidative stress was associated with a pesticide metabolite DMP, DEP, and DETP. Therefore, Pesticide exposure and oxidative stress were relevant.
  • Keywords:

    Keywords

    Oxidative stress; Pesticide metabolite; Pesticide exposure
Pesticides are agricultural chemicals that protect crops and stored products, partially by exterminating harmful insects. Pesticides can be classified into several different types according to their purpose, such as insecticides, fungicides, herbicides, acaricides, rodenticides, nematicides, and plant growth regulators. Pesticides can also be classified according to chemical composition (organophosphates, organochlorines, carbamates, pyrethroids, sulfur, and urea) or powder type (emulsifier, wettable powder, soluble powder, powder, particle powder, and smoke powder).
Pesticides are extensively used throughout the world and influence the human body through long-term exposure [1, 2]. A previous study on the chronic toxicity of pesticides showed that the cognitive ability and exercise performance of children in areas sprayed with pesticides were significantly decreased compared with those of children from non-sprayed areas [3]. Pesticide exposure was also found to be significantly related to lung cancer, pancreatic cancer, colon cancer, rectal cancer, leukemia, hematologic malignancy, lymphoma, multiple myeloma, bladder cancer, prostate cancer, brain tumor, and skin cancer [4]. In particular, it has been reported that organophosphorus pesticides such as crotoxyphos, dichlorvos, famphur, diazinon, fonofos, malathion, and phorate, increased the risk of leukemia, non-Hodgkin’s lymphoma, and prostate cancer. In addition, chlorpyrifos resulted in increased lung cancer rates upon direct exposure [5].
Previous studies performed in humans and animals indicated that organophosphorus pesticides particularly caused such oxidative stress [6–9]. Organochlorine, carbamate, and pyrethroid pesticides have also show toxicity [10, 11] and oxidative stress may cause acute and chronic inflammatory diseases [12].
Malondialdehyde(MDA) and 8-iso-prostaglandin (isoprostane) are used to evaluate lipid injury, 8-hydroxy-2′-deoxyguanosine (8-OHdG) is used to evaluate protein and lipid injury. Pesticide exposure can thus be usually measured by evaluating the cholinesterase activity in the blood by sampling the blood before and after such exposure. However, this method is qualitative and not quantitative. A different method for evaluating pesticide exposure is to quantify the levels of urinary dialkyl-phosphate (DAP), which is an organophosphorus metabolite. This method shows excellent sensitivity for biological monitoring and can be used to quantitatively evaluate the pesticide exposure to the human body. The DAP detected in urine is usually metabolized as dimethylphosphate (DMP), diethylphosphate (DEP), dimethylthiophosphate (DMTP), and diethylthiophosphate (DETP). The amount of pesticide exposure can thus be quantitatively evaluated by analyzing the amount of these metabolites.
The objective of this study was to measure malondialdehyde (MDA) and isoprostane which has been used as an index of lipid injury, 8-hydroxy-2′-deoxyguanosine (8-OHdG), which has been used as an index of DNA damage, and dialkyl-phosphate (DAP), which has been used to quantify pesticide exposure, and to investigate the relationship between pesticide exposure and oxidative stress.
Selection of Subjects
This study was a cross-sectional study of 104 male farmers exposure to pesticide who were selected from 126 male farmers among 290 people living in G Li of Wonju city, South Korea during the period May to August 2011. In total, 11 subjects who had stomach cancer, liver cancer, cancer of the large intestine, lung cancer, bladder cancer, type B and C hepatitis, angina pectoris, stroke, and myocardial infarction were excluded. 9 subjects who did not answer the questionnaire were also excluded. Thus, 84 subjects were selected for the urine test to oxidative stress biomarker and pesticide metabolite. The survey focused on general items (e.g., age, smoking, and drinking), pesticide-related items (e.g., spraying of pesticides, duration of spraying pesticides, days of spraying, types of pesticides, amount of pesticides, and method for spraying pesticides), items for observing compliance with regulations related to the spraying of pesticides.
Oxidative stress biomarker assays
8-OHdG is a promutagenic lesion in DNA that is generated in response to a number of chemicals that induce oxidative stress [13], and it is used as a biomarker of oxidative stress in DNA [14]. The measurement tool was a high-performance liquid chromatography-triple tandem mass detector (HPLC-MS/MS; Agilent 6410, Agilent). 8-OHdG was purchased from Calbiochem (CA, USA), and 2′-deoxyguanosine was purchased from Sigma (St Louis, MO, USA). 15 N5-2′-deoxyguanosine and 5′-triphosphate (15 N5-dGTP) were purchased from Martek (Columbia, MD, USA), and alkaline phosphate was purchased from Roche (Mannheim, Germany). Ammonium acetate and methyl alcohol (MeOH) were purchased from Sigma. Pre-treated urine samples were subjected to solid-phase extraction. The HPLC-MS/MS mass spectrometer was equipped with an Agilent (2.1 × 100 mm × 3.5 μm) column. Ammonium acetate and methyl alcohol were used as the mobile phase with a column flow of 0.16 mL/min. The applied injection volume was 6 μL for the quantification mode (MS SIM mode + MRM mode).
Isoprostane was used to detect lipid peroxidation in urine. The measurement tool was a high-performance liquid chromatography-triple tandem mass detector (HPLC-MS/MS; Agilent 6410, Agilent). The HPLC-MS/MS mass spectrometer was equipped with a PGC (Hypercarb, 5 μm × 150 mm × 1.0) column. Water and acetonitrile with MeOH were used as the mobile phase with a column flow of 60 mL/min. The applied injection volume was 10 μL for the quantification mode (MS SIM mode + MRM mode).
Hydrolyzing 1,1,3,3-tetramethoxypropane (TMP. 99%, Sigma) and 1.0 N HCl generated a MDA standard. Analysis was conducted with HPLC after derivatization with 2,4-DNPH. TMP (165 μl, 1 mmol) and 835 μl 1.0 N HCl were mixed and were diluted ten-fold with 1.0 N HCl. Samples were incubated at 40 °C for 30 min and 100 mM TMP hydrolysate (malondialdehyde, MDA) was added. A final level of MDA produced through hydrolysis was calculated by measuring the optical density at 245 nm and using maximum molar extinction coefficient (ℇ = 13,700). After centrifuging the urine samples at 4000 rpm for 10 min, the supernatant was isolated for analysis. Urine samples of workers were collected in polyethylene bottles from the first urination in the morning. They were kept at -85 °C until further analysis. The urinary MDA levels of each individual will be corrected according to urine creatinine values, which were measured using an automated method based on the Jaffe reaction. Analysis method was used HPLC equipment. Analysis was performed on a HPLC, Waters separation Module Alliance 2695 and Water 2487 Dual ƛ Absorbance detector equipped with a Higgins (4.6 × 250 mm × 5 μm) column. Mobile phase with a column flow of 1 ml/min was used as a acetonitrile (40%) and 20 mM K2PO4 (60%) in phosphate acid 100 μl. Injection volume was 20 μl of solution into the system and analysed under the following conditions.
Pesticide exposure index
Exposure to pesticides may occur while transporting, mixing, applying chemicals, through cleaning or repairing equipment. Factors affecting the level of exposure include type of activity (e.g. application, mixing), method of application (e.g. backpack, hand spray, speed sprayer), use of personal protective equipment (PPE) (e.g. gloves, respirators, face-shields, boots or overalls), and personal work habits and hygiene (e.g. changing into clean clothes or taking bath after the use of pesticide). The challenge was to incorporate these exposure modifiers into an estimation of intensity of pesticide exposure. Pesticide exposure index were used to estimate the intensity of exposure to individual pesticides using the intensity level. In the literature Dosemeci [15], there was applied to modify the intensity levels.
[TeX:] \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$ *\ \mathrm{Intensity}\ \mathrm{level} = \left(\mathrm{mixing}\ \mathrm{status} + \mathrm{application}\ \mathrm{method} + \mathrm{equipment}\ \mathrm{repair}\ \mathrm{status}\right) \times \mathrm{P}\mathrm{P}\mathrm{E} $$\end{document}*Intensitylevel=mixingstatus+applicationmethod+equipmentrepairstatus×PPE
Mixing status was a two-level variable, based on never mixing and mixed (values of 0 and 9, respectively). Application method was a six-level variable, based on does not apply, use of aerial-aircraft, application in furrow, use of boom tractor, use of backpack, use of hand spray, and speed sprayer (values of 0, 1, 2, 3, 8, 9, and 9, respectively). Status of repairing equipment was two-level variable, based on not repairing and repairing equipment (0 and 2, respectively). PPE use was categorized as an eight-level variable based on the percentage of protection during pesticide spray. The pesticide exposure and cumulative exposure index were calculated as follows:
[TeX:] \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$ *\ \mathrm{P}\mathrm{E}\mathrm{M} = \mathrm{pesticide}\ \mathrm{exposure}\ \mathrm{month} $$\end{document}*PEM=pesticideexposuremonth
[TeX:] \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$ \mathrm{Spraying}\ \mathrm{year} \times \mathrm{spraying}\ \mathrm{day}\ \mathrm{per}\ \mathrm{year}\ /\ 30\ \mathrm{day} $$\end{document}Sprayingyear×sprayingdayperyear/30day
[TeX:] \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$ *\ \mathrm{C}\mathrm{E}\mathrm{I} = \mathrm{cumulative}\ \mathrm{exposure}\ \mathrm{index} $$\end{document}*CEI=cumulativeexposureindex
[TeX:] \documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$ \mathrm{Intensity}\ \mathrm{level} \times \mathrm{spraying}\ \mathrm{year} \times \mathrm{spraying}\ \mathrm{day}\ \mathrm{per}\ \mathrm{year} $$\end{document}Intensitylevel×sprayingyear×sprayingdayperyear
Pesticide metabolites
Organophosphorous pesticides were analyzed as metabolites of pesticides. When organophosphorous pesticide exposure occurs, it is metabolized via dealkylation, hydrolysis, and isomerization. Dialkyl-phosphate (DAP) in the urine can be used as a metabolite to indirectly measure organophosphorous pesticide exposure. The metabolites of DAP are measured as dimethylphosphate (DMP), diethylphosphate (DEP), dimethyl phosphorothioate (DMTP), diethyl phosphorothioate (DETP), dimethyl dithiophosphate (DMDTP), and diethyl dithiophosphate (DEDTP). In this study, 4 metabolites (DMP, DEP, DMTP, and DETP) among the 6 target metabolites were analyzed [16].
DMP (98%), DMTP (98%) and dibutylphosphate (DBP, 99%), used for an internal standard (I.S), was purchased from Acros Chimica. DEP (98%) was purchased from Supelco and DETP (98%), 2,3,4,5,6-pentafluorobenzyl bromide (derivatization reagent, 99.9%, PFBBr), toluene (99.5%) and n-hexane (99.9%) from Sigma Aldrich. Diethyl ether, acetonitrile, which are HPLC grade, hydrochloric acid (37%, HCl) and sodium sulfate anhydrous (99%, Na2SO4), sodium disulfite (Na2S2O5), potassium carbonate (K2CO3) were obtained from Burdick & Jackson. Gases used by the instrumentation had a minimum purity of 99.99%. Water used through out the experiments was distilled and deionized to 18MΩ with a Millipore Milli-Q system (Millipore Co., Bedford, MA, USA).
Electron ionisation mass spectrometric analysis was performed on a GC-MS Hewlett-Packard 6890 (gas chromatography) and HP 5973 mass spectrometer system equipped with a DB-5MS (30 m × 0.25 mm × 0.25um) capillary column. Gas (helium) with a column flow of 1 mL/min was used as a carrier gas. Injection volume was 2 μL of solution into the system in the splitless mode (split 20:1 at 1 min) and the column temperature was initially held at 80 °C for 1 min, raised to 250 °C at 20 °C/min, held for 10 min. The injector temperature was 250 °C. The ion source (detector) and interface temperatures were set at 280 °C and 300 °C, respectively. An auto-tune of the mass spectrometer using pentafluorotributylamin (PFTBA, tuning standard) was performed before the analysis.
DMP, DEP, DMTP and DETP were prepared at a concentration of 1000 mg/L in MeOH, and diluted with MeOH to each working standard solution at concentrations ranging from 3 to 100 mg/L. The standard solutions were stored in the dark at 4 °C. Five milliliters of urine was pipetted into a 15 mL screw top glass test tube, and 50 μL of internal standard solution (50 μg/L DBP), 5 g of NaCl, 1 mL of 6 M HCl, 50 mg of Na2S2O5, and 5 mL of diethylether- acetonitrile (1:1, v/v) were added.
After shaking for 5 min and vortex 1 min, the test tube was centrifuged (3000 rpm for 5 min). The organic phase (upper layer) containing DAP was transferred into a new screw-top glass test tube containing 15 mg K2CO3. The residuals were re-extracted with 5 mL of diethylether-acetonitrile (1:1, v/v) and then shaked for 5 min, vortexed, and centrifuged (3000 rpm for 5 min). The supernatant obtained from the second extraction was combined with the first extract. The resulting extract was evaporated at 45 °C to dryness with a gentle nitrogen stream. To the dried extracts, 15 mg K2CO3, 1 mL of ACN, and 50 μL of PFBBr were added and incubated in a water bath at 70 °C for 60 min with occasional swirling. Afterwards, 5 mL of water and 5 mL of n-hexane were added, and shaked the mixture for 5 min, vortexed, and centrifuged. The upper layer containing PFB-DAP was transferred to new test-glass tubes. The extraction was then repeated with 5 mL of n-hexane and the supernatant obtained from the second extraction was combined with the first extract. And extraction materials was evaporated at 45 °C to dryness with a gentle nitrogen stream. The residue was dissolved in 100 μL of toluene and injected into GC/MSD.
Statistical analysis
SPSS 18.0 was used to evaluate the relationship between pesticide metabolite and oxidative stress. Demographic and lifestyle characteristics (i.e., age, smoking, drinking, and exercise), and pesticide characteristics (i.g., number of spraying years, number of spraying days per year, and spraying time), pesticide exposure index (PEM, CEI), and biomarker levels (i.e., 8-OHdG, MDA, isoprostane) were evaluated.
To better evaluate the relationship among 8-OHdG, MDA, isoprostane, and other variables, we used correlation coefficients. Linear regression analyses were used to assess the relationship between the levels of pesticide metabolites and oxidative stress biomarkers. Linear regression analyses adjusted for age, smoking, drinking, exercise. A P value < 0.05 was taken as being statistically significant.
Oxidative stress biomarkers and pesticide metabolites concentration were natural log-transformed to account for skewed distribution for linear regression models and logistic regression analysis.
Quality control
The calibration curve of 8-OHdG, isoprostane, and MDA were produced at a range of 0.5 μg/L - 20 μg/L, 0.005 ng/mL - 1 ng/mL, 0.443 umol/L - 8.850 umol/L. The detection limit of 8-OHdG (0.053 μg/L), isoprostane (0.162 pg/mL) and MDA (0.0437 umol/L) was calculated by using the method proposed by the US EPA (Environmental Protection Agency). DMP, DEP, DMTP, and DETP were calculated as 0.84 μg/L, 1.35 μg/L, 0.59 μg/L, and 2.06 μg/L, respectively. The mean absolute recoveries ratio were 77.25–129.00% for DMP, 65.02–88.12% for DEP, 85.32–143.64% for DMTP, and 76.82–148.44% for DETP with pooled urine spiked with DAP.
General characteristics and oxidative stress biomarker characteristics of the study subjects
Ages of subjects who are exposed to pesticides are 60-69, 44 persons out of the total subjects of 84 and that shows the highest level in the age groups. Regarding smoking, non-smoking and smoking subjects are investigated by 37 and 27 respectively. In the case of drinking, 55 subjects are addicted to drinking. Also, regarding exercises, 66 subjects have not been exercised (Table 1). The concentrations of 8-OHdG, Isoprostane, and MDA that represent oxidative stress biomarkers in subjects are investigated as 0.939 ± 0.61ug/g creatinine, 0.298 ± 0.18 ng/mg creatinine, and 0.133 ± 0.07umol/g creatinine, respectively (Table 2).
Table 1
Demographic characteristics of pesticide exposure farmer
Pesticide exposed farmer
N (%)
Demographic characteristics
Age, n(%)
  ~ 59 27 (32.2)
 60 ~ 69 44 (52.3)
 70~ 13 (15.5)
Smoking, n(%)
 Non-smoking 37 (44.6)
 Past-smoking 19 (22.9)
 Smoking 27 (32.5)
Drinking, n(%)
 Non-drinking 22 (26.5)
 Past-drinking 6 ( 7.2)
 Drinking 55 (66.3)
Exercise, n(%)
 Non-exercise 66 (78.6)
 Exercise 18 (21.4)
Table 2
Oxidative stress biomarker and pesticide metabolite characteristics of pesticide exposure farmer
pesticide exposed farmer
Mean ± SD
Oxidative stress biomarker
 8-OHdG, μg/g creatinine 0.939 ± 0.61
 Isoprostane, ng/mg creatinine 0.298 ± 0.18
 MDA, μmol/g creatinine 0.133 ± 0.07
Pesticide characteristics
 Farming duration 37.55 ± 14.08
 Spraying year, year 24.17 ± 9.57
 Spraying day per year, day 10.46 ± 6.68
 PEM 6.02 ± 5.96
 CEI 196.20 ± 241.26
Pesticide metabolites (ug/g creatiine)
 DMP 0.83 ± 0.89
 DEP 1.48 ± 1.27
 DMTP 3.24 ± 7.29
 DETP 4.84 ± 8.31
Abbreviations: PEM pesticide exposure month (spraying year × spraying day per year /30 day)
CEI cumulative exposure index (intensity level × spraying year × spraying day per year)
DMP dimethylphosphate, DEP diethylphosphate
DMTP dimethylthiophosphate, DETP diethylthiophosphate
Pesticide metabolite characteristics of pesticide exposed farmer
The engaged period of agriculture in subjects is presented as average 37 years. The period for spraying pesticides is average 24 years, and the average annual spraying period is about 10 days. In the results of the calculation of PEM based on using pesticide exposure days and months, it is 6.02, and the cumulative exposure index is 196.2. In the results of the measurement of DAP, which is known as an organophosphorous metabolic substance, the concentrations of DMP, DEP, DMTP, and DETP are 0.83ug/g creatinine, 1.48ug/g creatinine, 3.24ug/g creatinine, and 4.84ug/g creatinine, respectively (Table 2).
Correlation analysis for oxidative stress biomarkers, pesticide exposure indices, and pesticide metabolites
In a simple correlation analysis, 8-OHdG showed a significant positive correlation with MDA (r = 0.471), CEI (r = 0.240), DMP (r = 0.285), DEP (r = 0.396), and DETP (r = 0.361) (p < 0.05). Isoprostane showed a significant positive correlation to MDA (r = 0.461), DMP (r = 0.484), DEP (r = 0.578), and DETP (r = 0.603) (p < 0.05). MDA showed a significant positive correlation to DMP (r = 0.532) and DEP (r = 0.506), and DETP (r =0.367) (p < 0.05). In addition, PEM, which is used as an index of pesticide exposure, showed a significant positive correlation to 8-OHdG (r = 0.326), isoprostane (r = 0.408), CEI (r = 0.771), and DMP (r = 0.280) (Table 3).
Table 3
Spearman’s Rank correlation coefficient between pesticide metabolite and biomarkers of oxidative stress
8-OHdG Isoprostane MDA PEM CEI DMP DEP DMTP DETP
8-OHdG 1
Isoprostane 0.187 1
MDA 0.471** 0.461** 1
PEM 0.326** 0.408** 0.254 1
CEI 0.240* 0.226 0.133 0.771** 1
DMP 0.285* 0.484** 0.532** 0.280* 0.096 1
DEP 0.396** 0.578** 0.506** 0.186 0.102 0.723** 1
DMTP 0.119 0.178 0.196 -0.045 -0.035 0.231 0.206 1
DETP 0.361** 0.603** 0.367** 0.142 0.057 0.766** 0.895** 0.246* 1
Abbreviations: CEI cumulative exposure index (intensity level × spraying year × spraying day per year), PEM pesticide exposure month (spraying year × spraying day per year / 30 day)
*p < 0.05, **p < 0.01
Abbreviation: DMP (ug/g creatinine) ; dimethylphosphate, DEP (ug/g creatinine) ; diethylphosphate,
DMTP (ug/g creatinine) ; dimethylthiophosphate, DETP (ug/g creatinine) ; diethylthiophosphate
PEM Pesticide exposure month, CEI Cumulative exposure index
Linear regression analysis of oxidative stress biomarkers and pesticide exposure
To investigate the influence of pesticide exposure on oxidative stress among farmers exposure to pesticide, a linear regression analysis was performed using 8-OHdG, isoprostane, and MDA as dependent variables with the application of a calibration for the demographic characteristics of age, smoking, drinking, and exercise.
The 8-OHdG level showed a significant relation to DMP (ß = 0.320, p = 0.020), DEP (ß = 0.390, p = 0.004), DETP (ß = 0.082, p = 0.015), and PEM (ß = 0.302, p = 0.020), and CEI (ß = 0.297, p = 0.020). In addition, isoprostane was related to DMP (ß = 0.396, p = 0.003), DEP (ß = 0.508, p = 0.000), DETP (ß = 0.504, p = 0.000), total DAP (ß = 0.302, p = 0.036), and PEM (ß = 0.434, p = 0.000).
MDA was related to DMP (ß = 0.432, p = 0.001), DEP (ß = 0.508, p = 0.000), and DETP (ß = 0.329, p = 0.014). Thus, the levels of the pesticide metabolites were significantly associated with the levels of oxidative stress biomarkers among farmers exposure to pesticide who were exposed to organophosphate pesticides (Table 4).
Table 4
Linear regression analysis of pesticide metabolites and oxidative stress biomarkers
Independent variables 8-OHdG (μg/g creatinine)* Isoprostane (ng/mg creatinine)* MDA (μmol/g creatinine)*
B ß P-value B ß P-value B ß P-value
DMP* 0.238 0.320 0.020 0.329 0.396 0.003 0.320 0.432 0.001
DEP* 0.306 0.390 0.004 0.471 0.508 0.000 0.426 0.508 0.000
DMTP* 0.009 0.019 0.897 -0.020 -0.051 0.732 -0.001 -0.002 0.987
DETP* 0.207 0.082 0.015 0.342 0.504 0.000 0.180 0.329 0.014
PEM 0.029 0.302 0.020 0.040 0.434 0.000 0.015 0.195 0.155
CEI 0.001 0.297 0.020 0.001 0.213 0.106 0.000 0.182 0.171
Adjusted : age, smoking history, alcohol drinking, exercise
*Oxidative stress biomarker and pesticide metabolites : log transformation
Abbreviation: DMP (ug/g creatinine) ; dimethylphosphate, DEP (ug/g creatinine) ; diethylphosphate,
DMTP (ug/g creatinine) ; dimethylthiophosphate, DETP (ug/g creatinine) ; diethylthiophosphate
PEM Pesticide exposure month, CEI Cumulative exposure index
Pesticides increase oxidative stress, leading to an imbalance between oxidants and antioxidants [17]. It has been reported that organophosphorus pesticides disturb the cytochrome p 450 system in the liver and affect the transfer system related to mitochondrial membranes [18]. In addition, it has been known that organophosphorus pesticides cause oxidative stress by inhibiting enzymatic and nonenzymatic antioxidant defenses [19, 20]. Other studies have shown that acute and chronic pesticide exposure affect internal secretions and the pancreas [21, 22].
And organophosphorous pesticide are neurotoxic in nature by acting as inhibitor of neuronal cholinesterase activity. There are numerous reported studies suggesting that organophosphorous pesticide caused lipid peroxidation [23]. Organophosphorous pesticide may induce oxidative stress leading to generation of free radicals and alterations in antioxidant or reactive oxygen species scavenging enzymes [24, 25]. We determined dialkylphosphate, which is considered to be a marker for pesticide metabolite and pesticide exposure index.
In this study, oxidative stress biomarkers, such as 8-OHdG, isoprostane, and MDA, were measured in subjects with and pesticide metabolite. The PEM (spraying years × spraying days per year/30 days), CEI (intensity × spraying years × spraying days per year), and DAP levels (DMP, DEP, DMTP, and DETP) as well as PEM were positively correlated to the levels of 8-OHdG, isoprostane, CEI, and DMP. CEI, DMP, DEP, and DETP also represented a positive correlation to 8-OHdG (Table 3).
The MDA and isoprostane levels directly represent lipid peroxidation resulting from exposure to organophosphorus pesticides. Thus, our findings are consistent with those of other studies in which the oxidative stress was increased by the toxicity of synthetic. pyrethroid, organochlorine, and carbamate pesticides, including xenobiotics [26, 27].
In the linear regression analysis (Table 4), a correlation analysis was performed after demographic characteristics, such as age, smoking, drinking, and exercise, were adjusted to determine the relationship between pesticide exposure and oxidative stress. As a result, 8-OHdG, isoprostane, and MDA were significantly related to DMP (ß = 0.320, p= 0.020), DEP (ß = 0.390, p = 0.004), and DETP (ß = 0.082, p = 0.015); DMP (ß = 0.396, p = 0.003), DEP (ß = 0.508, p = 0.000), and DETP (ß = 0.504, 0.000); and DMP (ß = 0.432, p = 0.001), DEP (ß = 0.508, p = 0.000), and DETP (ß = 0.329, p = 0.014), respectively. Organophosphorus pesticide mediated formation of ROS that activate protein kinase. Organophosphorus pesticide generated ROS formation and oxidative stress have been shown to be associated with apoptosis in different tissues [23, 28].
Thus, pesticide exposure should be controlled for farmers and the population at large. It is necessary to strictly control the access to pesticides, to minimize their use, and to replace highly toxic pesticides with those of low toxicity.
Prospective studies are required to verify the causal relationships between pesticide exposure and chronic diseases. In addition, it is necessary to consider the application and exposure characteristics of the pesticides and to exactly reproduce previous pesticide exposures [27]. Moreover, further studies are required in a larger farmer population to ensure statistical power, and a proper measurement of the biomarkers is required to reduce misclassification biases in the measurements of pesticide exposure and its influences on health.
The major limitation of this study is the cross-sectional design. Some of the results were not statistically significant because of the small size.
The concentration between oxidative stress biomarkers and the pesticide metabolite were a positive correlation. Indicators of oxidative stress was associated with a pesticide metabolite DMP, DEP, and DETP. Therefore, Pesticide exposure and oxidative stress were relevant.
This work was supported by the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2016S1A5B8925203).
Funding
Design of this study and collection, analysis and interpretation of data was supported by the Ministry of Education of the Republic of Korea and the National Research Foundation of Korea (NRF-2016S1A5B8925203).
Availability of data and material
Please contact author for data requests.
Authors’ contributions
MKL and SBK designed a research method, analyzed the data and drafted the manuscript. SYP, KL and SSO participated in research process and collected data. All authors read and approved the final manuscript.
Competing interests
Author Sang Baek Ko is also Editor-in-Chief of the journal Annals of Occupational and Environmental Medicine but was not involved in peer review.
Consent for publication
Consent for publications were obtained from individual person.
Ethics approval and consent to participate
This study was approved by the Institutional Review Board of the Yonsei University Wonju College of Medicine (YWMR-15-9-017).
Research Ethics
This study was approved by the Institutional Review Board of the Yonsei University Wonju College of Medicine (YWMR-15-9-017).
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Figure & Data

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      Pesticide metabolite and oxidative stress in male farmers exposed to pesticide
      Ann Occup Environ Med. 2017;29:5  Published online February 28, 2017
      DOI: https://doi.org/10.1186/s40557-017-0162-3
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    Pesticide metabolite and oxidative stress in male farmers exposed to pesticide
    Pesticide metabolite and oxidative stress in male farmers exposed to pesticide
    Pesticide exposed farmer
    N (%)
    Demographic characteristics
    Age, n(%)
      ~ 5927 (32.2)
     60 ~ 6944 (52.3)
     70~13 (15.5)
    Smoking, n(%)
     Non-smoking37 (44.6)
     Past-smoking19 (22.9)
     Smoking27 (32.5)
    Drinking, n(%)
     Non-drinking22 (26.5)
     Past-drinking6 ( 7.2)
     Drinking55 (66.3)
    Exercise, n(%)
     Non-exercise66 (78.6)
     Exercise18 (21.4)
    pesticide exposed farmer
    Mean ± SD
    Oxidative stress biomarker
     8-OHdG, μg/g creatinine0.939 ± 0.61
     Isoprostane, ng/mg creatinine0.298 ± 0.18
     MDA, μmol/g creatinine0.133 ± 0.07
    Pesticide characteristics
     Farming duration37.55 ± 14.08
     Spraying year, year24.17 ± 9.57
     Spraying day per year, day10.46 ± 6.68
     PEM6.02 ± 5.96
     CEI196.20 ± 241.26
    Pesticide metabolites (ug/g creatiine)
     DMP0.83 ± 0.89
     DEP1.48 ± 1.27
     DMTP3.24 ± 7.29
     DETP4.84 ± 8.31
    8-OHdGIsoprostaneMDAPEMCEIDMPDEPDMTPDETP
    8-OHdG1
    Isoprostane0.1871
    MDA0.471**0.461**1
    PEM0.326**0.408**0.2541
    CEI0.240*0.2260.1330.771**1
    DMP0.285*0.484**0.532**0.280*0.0961
    DEP0.396**0.578**0.506**0.1860.1020.723**1
    DMTP0.1190.1780.196-0.045-0.0350.2310.2061
    DETP0.361**0.603**0.367**0.1420.0570.766**0.895**0.246*1
    Independent variables8-OHdG (μg/g creatinine)*Isoprostane (ng/mg creatinine)*MDA (μmol/g creatinine)*
    Bß P-valueBß P-valueBß P-value
    DMP*0.2380.3200.0200.3290.3960.0030.3200.4320.001
    DEP*0.3060.3900.0040.4710.5080.0000.4260.5080.000
    DMTP*0.0090.0190.897-0.020-0.0510.732-0.001-0.0020.987
    DETP*0.2070.0820.0150.3420.5040.0000.1800.3290.014
    PEM0.0290.3020.0200.0400.4340.0000.0150.1950.155
    CEI0.0010.2970.0200.0010.2130.1060.0000.1820.171
    Table 1 Demographic characteristics of pesticide exposure farmer

    Table 2 Oxidative stress biomarker and pesticide metabolite characteristics of pesticide exposure farmer

    Abbreviations: PEM pesticide exposure month (spraying year × spraying day per year /30 day)

    CEI cumulative exposure index (intensity level × spraying year × spraying day per year)

    DMP dimethylphosphate, DEP diethylphosphate

    DMTP dimethylthiophosphate, DETP diethylthiophosphate

    Table 3 Spearman’s Rank correlation coefficient between pesticide metabolite and biomarkers of oxidative stress

    Abbreviations: CEI cumulative exposure index (intensity level × spraying year × spraying day per year), PEM pesticide exposure month (spraying year × spraying day per year / 30 day)

    *p < 0.05, **p < 0.01

    Abbreviation: DMP (ug/g creatinine) ; dimethylphosphate, DEP (ug/g creatinine) ; diethylphosphate,

    DMTP (ug/g creatinine) ; dimethylthiophosphate, DETP (ug/g creatinine) ; diethylthiophosphate

    PEM Pesticide exposure month, CEI Cumulative exposure index

    Table 4 Linear regression analysis of pesticide metabolites and oxidative stress biomarkers

    Adjusted : age, smoking history, alcohol drinking, exercise

    *Oxidative stress biomarker and pesticide metabolites : log transformation

    Abbreviation: DMP (ug/g creatinine) ; dimethylphosphate, DEP (ug/g creatinine) ; diethylphosphate,

    DMTP (ug/g creatinine) ; dimethylthiophosphate, DETP (ug/g creatinine) ; diethylthiophosphate

    PEM Pesticide exposure month, CEI Cumulative exposure index

    Table 1

    Table 2

    Table 3

    Table 4

    Ann Occup Environ Med : Annals of Occupational and Environmental Medicine
    © Korean Society of Occupational & Environmental Medicine.
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