Abstract
Objective
Epidemiological studies suggest exposure to pesticides to be related to risk of diabetes mellitus. The objective of the present study was to assess the association between pesticide use and diabetes mellitus in a semi-urban population in Nepal.
Methods
We conducted a nested cross-sectional study on pesticides and diabetes mellitus in a population-based cohort from the former Lekhnath Municipality, Nepal. 2643 persons were invited, and 2310 persons participated (response rate 87.4%). All participants were tested for fasting plasma glucose. Diabetes mellitus was defined as either fasting plasma glucose (FPG) ≥ 7.0 mmol/L (126 mg/dL) or self-reported diagnosis of diabetes mellitus. Exposure to pesticides was determined by questionnaire. For the exposed persons, three exposure metrics (years of exposure, weeks of exposure per year and hours of exposure per week) were categorized and used to model exposure–response relationships.
Results
Although 62% of participants reported to be exposed to pesticides, the frequency and intensity of pesticide usage was low. Contrary to our hypothesis, we found lower odds of diabetes mellitus among persons reporting any pesticide use compared to those reporting no use of pesticides—adjusted odds ratio with 95% CI = 0.68 [0.52; 0.90]. However, we found no clear exposure–response relationships between pesticide exposure and neither diabetes mellitus nor FPG, and few and inconsistent associations were seen between pesticide exposure and symptoms of acute pesticide intoxication.
Conclusions
The apparently lower odds of diabetes mellitus among pesticide-exposed persons in this population are probably due to residual confounding. Our results do not seem to support an association between pesticide exposure and diabetes mellitus in this low-exposed population dominated by subsistence farmers, although results should be interpreted with caution in light of the study limitations.
Similar content being viewed by others
Availability of data and materials
The dataset analyzed during the current study is not publicly available, as the small size of the study area may make data pseudonymization insufficient to avoid participant re-identification. Data are available from the corresponding author on reasonable request.
Abbreviations
- aOR:
-
Adjusted odds ratio
- ADA:
-
American Diabetes Association
- DDT:
-
Dichloro-diphenyl-trichloroethane
- DM:
-
Diabetes mellitus
- FPG:
-
Fasting plasma glucose
- FCHV:
-
Female Community Health Volunteer
- IFG:
-
Impaired fasting glucose
- MET:
-
Metabolic equivalent task
- rOR:
-
Raw odds ratio
- WHO:
-
World Health Organization
References
Armstrong RA (2014) When to use the Bonferroni correction. Ophthalmic Physiol Opt 34(5):502–508. https://doi.org/10.1111/opo.12131
Aryal KK, Mehata S, Neupane S, Vaidya A, Dhimal M, Dhakal P et al (2015) The burden and determinants of non communicable diseases risk factors in Nepal: findings from a nationwide STEPS survey. PLoS One 10(8):e0134834. https://doi.org/10.1371/journal.pone.0134834
Atreya K, Kumar Sitaula B, Overgaard H, Man Bajracharya R, Sharma S (2012) Knowledge, attitude and practices of pesticide use and acetylcholinesterase depression among farm workers in Nepal. Int J Environ Health Res 22(5):401–415. https://doi.org/10.1080/09603123.2011.650154
Christiansen T, Lauritsen J (2010) EpiData—comprehensive data management and basic statistical analysis system. EpiData Association, Odense. https://www.epidata.dk
Evangelou E, Ntritsos G, Chondrogiorgi M, Kavvoura FK, Hernandez AF, Ntzani EE, Tzoulaki I (2016) Exposure to pesticides and diabetes: a systematic review and meta-analysis. Environ Int 91:60–68. https://doi.org/10.1016/j.envint.2016.02.013
Gyawali B, Sharma R, Neupane D, Mishra SR, van Teijlingen E, Kallestrup P (2015) Prevalence of type 2 diabetes in Nepal: a systematic review and meta-analysis from 2000 to 2014. Glob Health Action 8:29088. https://doi.org/10.3402/gha.v3408.29088
Gyawali B, Hansen MRH, Povlsen MB, Neupane D, Andersen PK, McLachlan CS et al (2018) Awareness, prevalence, treatment, and control of type 2 diabetes in a semi-urban area of Nepal: findings from a cross-sectional study conducted as a part of COBIN-D trial. PLoS One 13(11):e0206491. https://doi.org/10.1371/journal.pone.0206491
Hansen MR, Jors E, Lander F, Condarco G, Schlunssen V (2014) Is cumulated pyrethroid exposure associated with prediabetes? A cross-sectional study. J Agromed 19(4): 417–426. https://doi.org/10.1080/1059924X.2014.945708. http://www.tandfonline.com/doi/pdf/10.1080/1059924X.2014.945708
Hansen MRH, Jørs E, Lander F, Condarco G, Debes F, Bustillos NT, Schlünssen V (2017) Neurological deficits after long-term pyrethroid exposure. Environ Health Insights. https://doi.org/10.1177/1178630217700628
Kim D, Moon J, Chun B (2015) The initial hyperglycemia in acute type II pyrethroid poisoning. J Korean Med Sci 30(4):365–370. https://doi.org/10.3346/jkms.2015.30.4.365
Kondrashova A, Seiskari T, Ilonen J, Knip M, Hyöty H (2013) The ‘Hygiene hypothesis’ and the sharp gradient in the incidence of autoimmune and allergic diseases between Russian Karelia and Finland. APMIS 121(6):478–493. https://doi.org/10.1111/apm.12023
Lee E-Y, Hwang K-Y, Yang J-O, Hong S-Y (2002) Predictors of survival after acute paraquat poisoning. Toxicol Ind Health 18(4):201–206. https://doi.org/10.1191/0748233702th141oa
Malekirad AA, Faghih M, Mirabdollahi M, Kiani M, Fathi A, Abdollahi M (2013) Neurocognitive, mental health, and glucose disorders in farmers exposed to organophosphorus pesticides. Arch Ind Hyg Toxicol 64(1):1–8. https://doi.org/10.2478/10004-1254-64-2013-2296
Montgomery MP, Kamel F, Saldana TM, Alavanja MC, Sandler DP (2008) Incident diabetes and pesticide exposure among licensed pesticide applicators: agricultural Health Study, 1993–2003. Am J Epidemiol 167(10):1235–1246. https://doi.org/10.1093/aje/kwn028
Moon JM, Chun BJ, Cho YS (2016) Hyperglycemia at presentation is associated with in hospital mortality in non-diabetic patient with organophosphate poisoning. Clin Toxicol (Phila) 54(3):252–258. https://doi.org/10.3109/15563650.2015.1128544
Neupane D, Jors E, Brandt L (2014) Pesticide use, erythrocyte acetylcholinesterase level and self-reported acute intoxication symptoms among vegetable farmers in Nepal: a cross-sectional study. Environ Health 13:98. https://doi.org/10.1186/1476-1069x-1113-1198
Neupane D, McLachlan CS, Christensen B, Karki A, Perry HB, Kallestrup P (2016) Community-based intervention for blood pressure reduction in Nepal (COBIN trial): study protocol for a cluster-randomized controlled trial. Trials 17(1):292. https://doi.org/10.1186/s13063-016-1412-3
Neupane D, Shrestha A, Mishra SR, Bloch J, Christensen B, McLachlan CS et al (2017) Awareness, prevalence, treatment, and control of hypertension in western Nepal. Am J Hypertens 30(9):907–913. https://doi.org/10.1093/ajh/hpx074
Park J, Park SK, Choi YH (2019) Environmental pyrethroid exposure and diabetes in U.S. adults. Environ Res 172:399–407. https://doi.org/10.1016/j.envres.2018.12.043
Saldana TM, Basso O, Hoppin JA, Baird DD, Knott C, Blair A et al (2007) Pesticide exposure and self-reported gestational diabetes mellitus in the agricultural health study. Diabetes Care 30(3):529–534. https://doi.org/10.2337/dc06-1832
Sparks TC, Nauen R (2015) IRAC: mode of action classification and insecticide resistance management. Pestic Biochem Physiol 121:122–128. https://doi.org/10.1016/j.pestbp.2014.11.014
Starling AP, Umbach DM, Kamel F, Long S, Sandler DP, Hoppin JA (2014) Pesticide use and incident diabetes among wives of farmers in the Agricultural Health Study. Occup Environ Med 71(9):629–635. https://doi.org/10.1136/oemed-2013-101659
Velmurugan G, Ramprasath T, Swaminathan K, Mithieux G, Rajendhran J, Dhivakar M et al (2017) Gut microbial degradation of organophosphate insecticides-induces glucose intolerance via gluconeogenesis. Genome Biol 18(1):8. https://doi.org/10.1186/s13059-016-1134-6
Wang J, Zhu Y, Cai X, Yu J, Yang X, Cheng J (2011) Abnormal glucose regulation in pyrethroid pesticide factory workers. Chemosphere 82(7):1080–1082. https://doi.org/10.1016/j.chemosphere.2010.10.065
World Health Organization (2006) Definition and diagnosis of diabetes mellitus and intermediate hyperglycemia: report of a WHO/IDF consultation. https://www.who.int/diabetes/publications/diagnosis_diabetes2006/en/. Accessed 13 Dec 2019
World Health Organization (2012) Global physical activity questionnaire (GPAQ) analysis guide. https://www.who.int/ncds/surveillance/steps/GPAQ/en/. Accessed 13 Dec 2019
World Health Organization (2016) Global report on diabetes. https://www.who.int/diabetes/global-report/en/. Accessed 13 Dec 2019
World Health Organization. STEPwise approach to surveillance (STEPS). http://www.who.int/chp/steps/en/. Accessed 13 Dec 2019
Acknowledgements
The authors wish to thank the members of staff of the Nepal Development Society for their assistance with the field work.
Funding
MRHH is a Ph.D. student at Aarhus University, supported by grants from the National Research Center for the Working Environment (project number 10322) and Aarhus University Research Foundation (project number 81231). At the time of the project, BG was also a Ph.D. student at Aarhus University, supported by grants from Aarhus University Research Foundation (project number 19439) and the Aarhus University Graduate School of Health (project number 12561). Data collection was supported by the International Centre for Occupational and Environmental Medicine and Public Health, Odense University Hospital (project number N/A). The funding bodies played no role in the design of the study, the collection, analysis and interpretation of the data, or in the writing of the manuscript.
Author information
Authors and Affiliations
Contributions
Conception or design of the work: BG, DN, PK, MRHH, VS, EJ, AS. Data collection: BG, DN. Data analysis and interpretation: MRHH, VS, AS. Drafting of the article: MRHH. Critical revision of the article: MRHH, VS, BG, DN, PK, EJ, AS. Final approval of the version to be published: MRHH, BG, DN, EJ, AS, PK, VS.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that they have no conflict of interest.
Ethical approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the national research committee (Nepal Health Research Council, Kathmandu, Nepal, reg. no. 263/2016) and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
Informed consent
Informed consent was obtained from all individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Hansen, M.R.H., Gyawali, B., Neupane, D. et al. Pesticide exposure and diabetes mellitus in a semi-urban Nepali population: a cross-sectional study. Int Arch Occup Environ Health 93, 513–524 (2020). https://doi.org/10.1007/s00420-019-01508-2
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00420-019-01508-2