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Health risk assessment of exposure to ambient formaldehyde in carpet manufacturing industries

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Abstract

Formaldehyde is categorized as a definitive carcinogen by the International Agency for Research on Cancer. To the best of our knowledge, no study has assessed the health risks of occupational exposure of workers in carpet manufacturing plants to formaldehyde. Therefore, this study assesses the health risks of the occupational exposure to formaldehyde of 67 male workers in carpet manufacturing plants in Iran in 2022. Exposure to formaldehyde was quantitatively determined after collecting personal exposure samples from the workers’ respiratory zone and spectrophotometric analysis based on method number 3500 of the National Institute of Occupational Safety and Health. In the next step, the carcinogenic and noncarcinogenic risks based on personal exposure to formaldehyde were evaluated. Sensitivity analyses were employed using the Monte Carlo simulation method. The mean inhalation exposure of workers to formaldehyde was 0.636 mg m−3. The inhalation cancer risk value based on the integrated risk information system for formaldehyde was 4.06×10-4 ± 3.17×10−5 (mean ± standard deviation), which exceeded the value reported by the US Environmental Protection Agency. An unacceptable carcinogenic risk level was found in 75.6% of workers. The highest mean inhalation cancer risk was 6.74×10−4 (i.e., 6.74 additional cases per 10,000 employees exposed) was found in sizing post employees. The hazard quotient of formaldehyde was 0.311±0.024. The formaldehyde concentration had a considerable effect on the health risk. The findings of this study provide valuable scientific information that supports the development of future policies to enhance the health status of employees in carpet manufacturing plants.

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Data availability

The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

References

  • Badeenezhad A, Radfard M, Passalari H, Parseh I, Abbasi F, Rostami S (2021) Factors affecting the nitrate concentration and its health risk assessment in drinking groundwater by application of Monte Carlo simulation and geographic information system. Hum Ecol Risk Assess 27:1458–1471

    Article  CAS  Google Scholar 

  • Bansal V, Kim KH (2015) Review of PAH contamination in food products and their health hazards. Environ Int 84:26–38

    Article  CAS  Google Scholar 

  • Chabukdhara M, Nema AK (2013) Heavy metals assessment in urban soil around industrial clusters in Ghaziabad, India: probabilistic health risk approach. Ecotoxicol Environ Saf 87:57–64

    Article  CAS  Google Scholar 

  • Chen G, Wang X, Wang R, Liu G (2019) Health risk assessment of potentially harmful elements in subsidence water bodies using a Monte Carlo approach: an example from the Huainan coal mining area, China. Ecotoxicol Environ Saf 171:737–745

    Article  CAS  Google Scholar 

  • Delikhoon M, Fazlzadeh M, Sorooshian A, Baghani AN, Golaki M, Ashournejad Q, Barkhordari A (2018) Characteristics and health effects of formaldehyde and acetaldehyde in an urban area in Iran. Environ Pollut 242:938–951

    Article  CAS  Google Scholar 

  • Dugheri S, Massi D, Mucci N, Marrubini G, Cappelli G, Speltini A, Bonferoni MC, Arcangeli G (2021) Exposure to airborne formaldehyde: sampling and analytical methods—a review. Trends Environ Anal Chem 29:e00116

    Article  CAS  Google Scholar 

  • Giri S, Singh R, Singh M (2020) Physico-chemical properties of carpet industry effluents of district Bhadohi, India. Indian J Sci Res 11:41–45

    CAS  Google Scholar 

  • Gul M, Ak MF (2018) A comparative outline for quantifying risk ratings in occupational health and safety risk assessment. J Clean Prod 196:653–664

    Article  Google Scholar 

  • Guo J, Iwata H (2017) Risk assessment of triclosan in the global environment using a probabilistic approach. Ecotoxicol Environ Saf 143:111–119

    Article  CAS  Google Scholar 

  • Huang L, Mo J, Sundell J, Fan Z, Zhang Y (2013) Health risk assessment of inhalation exposure to formaldehyde and benzene in newly remodeled buildings, Beijing. Plos One 8:e79553

    Article  Google Scholar 

  • Huy LN, Lee SC, Zhang Z (2018) Human cancer risk estimation for 1, 3-butadiene: an assessment of personal exposure and different microenvironments. Sci Total Environ 616:1599–1611

    Article  Google Scholar 

  • Jahanbakhsh M, Afshar A, Momeni Feeli S, Pabast M, Ebrahimi T, Mirzaei M, Akbari-Adergani B, Farid M, Arabameri M (2021) Probabilistic health risk assessment (Monte Carlo simulation method) and prevalence of aflatoxin B1 in wheat flours of Iran. Int J Environ Anal Chem 101:1074–1085

    Article  CAS  Google Scholar 

  • Jalali M, Moghadam SR, Baziar M, Hesam G, Moradpour Z, Zakeri HR (2021) Occupational exposure to formaldehyde, lifetime cancer probability, and hazard quotient in pathology lab employees in Iran: a quantitative risk assessment. Environ Sci Pollut Res 28:1878–1888

    Article  CAS  Google Scholar 

  • Jiménez-Oyola S, Chavez E, García-Martínez M-J, Ortega MF, Bolonio D, Guzmán-Martínez F, García-Garizabal I, Romero P (2021) Probabilistic multi-pathway human health risk assessment due to heavy metal (loid) s in a traditional gold mining area in Ecuador. Ecotoxicol Environ Saf 224:112629

    Article  Google Scholar 

  • Karami Mosafer A BA, Assari MJ, Zolhavarie M (2017) Risk assessment of occupational exposure to formaldehyde among employees of the pathology department in educational hospitals of Hamadan city, Hamadan University of Medical Sciences

  • Lavoue J, Vincent R, Gerin M (2006) Statistical modelling of formaldehyde occupational exposure levels in French industries, 1986–2003. Ann Occup Hyg 50:305–321

    CAS  Google Scholar 

  • Lavoué J, Vincent R, Gérin M (2008) Formaldehyde exposure in US industries from OSHA air sampling data. J Occup Environ Hyg 5:575–587

    Article  Google Scholar 

  • Lee EG, Magrm R, Kusti M, Kashon ML, Guffey S, Costas MM, Boykin CJ, Harper M (2017) Comparison between active (pumped) and passive (diffusive) sampling methods for formaldehyde in pathology and histology laboratories. J Occup Environ Hyg 14:31–39

    Article  CAS  Google Scholar 

  • Li PH, Yu J, Bi CL, Yue JJ, Li QQ, Wang L, Liu J, Xiao Z, Guo L, Huang BJ (2019) Health risk assessment for highway toll station workers exposed to PM2. 5-bound heavy metals. Atmos Pollut Res 10:1024–1030

    Article  CAS  Google Scholar 

  • Lillienberg L, Burdorf A, Mathiasson L, Thörneby L (2008) Exposure to metalworking fluid aerosols and determinants of exposure. Ann Occup Hyg 52:597–605

    CAS  Google Scholar 

  • Lü H, Wen S, Feng Y, Wang X, Bi X, Sheng G, Fu J (2006) Indoor and outdoor carbonyl compounds and BTEX in the hospitals of Guangzhou, China. Sci Total Environ 368:574–584

    Article  Google Scholar 

  • Ma WL, Zhu FJ, Liu LY, Jia HL, Yang M, Li YF (2020) PAHs in Chinese atmosphere Part II: health risk assessment. Ecotoxicol Environ Saf 200:110774

    Article  CAS  Google Scholar 

  • Mucci N, Dugheri S, Rapisarda V, Campagna M, Garzaro G, Farioli A, Cappelli G, Arcangeli G (2019) Occupational exposure to airborne formaldehyde in hospital: setting an automatic sampling system, comparing different monitoring methods and applying them to assess exposure. Med Lav 110:446–458

    Google Scholar 

  • Organization WH (2000) Air quality guidelines for Europe. World Health Organization. Regional Office for Europe

  • Page NP (2019) Human health risk assessment, Basic Environmental Toxicology. CRC Press, 561–580

  • Qiu H, Gui H (2019) Heavy metals contamination in shallow groundwater of a coal-mining district and a probabilistic assessment of its human health risk. Hum Ecol Risk Assess 25:548–563

    Article  CAS  Google Scholar 

  • Ratnasingam J, Natthondan V, Ioras F, McNulty T (2010) Dust, noise and chemical solvents exposure of workers in the wooden furniture industry in South East Asia. J Appl Sci 10:1413–1420

    Article  CAS  Google Scholar 

  • Roberts SM, James RC, Williams PL (2015) Principles of toxicology: environmental and industrial applications, 3rd edn. Wiley, New York, pp 385–388

  • Saha N, Rahman MS, Ahmed MB, Zhou JL, Ngo HH, Guo W (2017) Industrial metal pollution in water and probabilistic assessment of human health risk. J Environ Manage 185:70–78

    Article  CAS  Google Scholar 

  • Shanh FG, Rahimnejad S, Bahrami A, Farhadian M (2017) Risk assessment of workers' exposure to volatile organic compounds in the air of a petrochemical complex in Iran. Indian J Occup Environ Med 21:121–127

    Article  Google Scholar 

  • Soltanpour Z, Mohammadian Y, Fakhri Y (2022) The exposure to formaldehyde in industries and health care centers: a systematic review and probabilistic health risk assessment. Environ Res 204:112094

    Article  CAS  Google Scholar 

  • Sousa FW, Caracas IB, Nascimento RF, Cavalcante RM (2011) Exposure and cancer risk assessment for formaldehyde and acetaldehyde in the hospitals, Fortaleza-Brazil. Build Environ 46:2115–2120

    Article  Google Scholar 

  • Tong R, Ma X, Zhang Y, Shao G, Shi M (2018) Source analysis and health risk-assessment of ambient volatile organic compounds in automobile manufacturing processes. Hum Ecol Risk Assess 26:359–383

    Article  Google Scholar 

  • Van Abel N, Taylor MB (2018) The use of quantitative microbial risk assessment to estimate the health risk from viral water exposures in sub-Saharan Africa: a review. Microb Risk Anal 8:32–49

    Article  Google Scholar 

  • Vimercati L, Carrus A, Martino T, Galise I, Minunni V, Caputo F, Dell’Erba A, Assennato G (2010) Formaldehyde exposure and irritative effects on medical examiners, pathologic anatomy post-graduate students and technicians. Iran. J Public Health 39:26–34

    CAS  Google Scholar 

  • Waschke J, Bergmann M, Braeuer L, Brenner E, Buchhorn A, Deutsch A, Dokter M, Egu DT, Ergün S, Fassnacht U (2019) Recommendations of the working group of the Anatomische Gesellschaft on reduction of formaldehyde exposure in anatomical curricula and institutes. Ann Anat 221:179–185

    Article  Google Scholar 

  • Wei X, Gao B, Wang P, Zhou H, Lu J (2015) Pollution characteristics and health risk assessment of heavy metals in street dusts from different functional areas in Beijing, China. Ecotoxicol Environ Saf 112:186–192

    Article  CAS  Google Scholar 

  • Wu C-f, Wu S-y, Wu Y-H, Cullen AC, Larson TV, Williamson J, Liu L-JS (2009) Cancer risk assessment of selected hazardous air pollutants in Seattle. Environ Int 35:516–522

    Article  Google Scholar 

  • Yazdanirad S, Golbabaei F, Monazzam MR, Dehghan H, Foroushani AR (2020) Development of a personal heat strain risk assessment (PHSRA) index in workplaces and its validation. BMC Public Health 20:1–10

    Article  Google Scholar 

Download references

Acknowledgements

The authors gratefully acknowledge the participation of the employees and managers of the carpet manufacturing plants in this study. Prashant Kumar acknowledges the support via the ‘Knowledge Transfer and Practical application of research on Indoor Air Quality (KTP-IAQ)’ project, which is funded by the University of Surrey’s Research England funding under the Global Challenge Research Fund (GCRF) programme.

Funding

This work was financially supported by the Kashan University of Medical Sciences, Kashan, Iran (Grant number: 400187).

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Authors and Affiliations

Authors

Contributions

Amir Hossein Khoshakhlagh: conceptualization, formal analysis, sample collection, project administration, methodology. Kai-Jen Chuang: writing — review and editing. Prashant Kumar: writing — review and editing.

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Correspondence to Amir Hossein Khoshakhlagh.

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Ethics approval

Ethics approval for this study was granted by the Research Ethics Committee of Kashan University of Medical Sciences (KAUMS) (No: IR.KAUMS.NUHEPM.REC.1401.004).

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All of the subjects had full consent to participate in the current study.

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Not applicable.

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The authors declare no competing interests.

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Responsible Editor: Lotfi Aleya

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Khoshakhlagh, A.H., Chuang, KJ. & Kumar, P. Health risk assessment of exposure to ambient formaldehyde in carpet manufacturing industries. Environ Sci Pollut Res 30, 16386–16397 (2023). https://doi.org/10.1007/s11356-022-23353-6

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  • DOI: https://doi.org/10.1007/s11356-022-23353-6

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