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Czerwoniec P, Kukawka R, Spychalski M, Koczura R, Mokracka J, Smiglak M. New biologically active ionic liquids with benzethonium cation-efficient SAR inducers and antimicrobial agents. PEST MANAGEMENT SCIENCE 2024; 80:3047-3055. [PMID: 38319125 DOI: 10.1002/ps.8014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Revised: 01/27/2024] [Accepted: 02/02/2024] [Indexed: 02/07/2024]
Abstract
BACKGROUND An urgent need to find new methods for crop protection remains open due to the withdrawal from the market of the most toxic pesticides and increasing consumer awareness. One of the alternatives that can be used in modern agriculture is the use of bifunctional compounds whose actions towards plant protection are wider than those of conventional pesticides. RESULTS In this study, we present the investigation of the biological efficacy of nine dual-functional salts containing a systemic acquired resistance (SAR)-inducing anion and the benzethonium cation. A significant result of the presented study is the discovery of the SAR induction activity of benzethonium chloride, which was previously reported only as an antimicrobial agent. Moreover, the concept of dual functionality was proven, as the application of presented compounds in a given concentrations resulted both in the control of human and plant bacteria species and induction of SAR. CONCLUSION The strategy presented in this article shows the capabilities of derivatization of common biologically active compounds into their ionic derivatives to obtain bifunctional salts. This approach may be an example of the design of potential new compounds for modern agriculture. It provides plants with two complementary actions allowing to provide efficient protection to plants, if one mode of action is ineffective. © 2024 Society of Chemical Industry.
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Affiliation(s)
- Patrycja Czerwoniec
- Poznan Science and Technology Park, Adam Mickiewicz University Foundation, Poznań, Poland
- Faculty of Chemistry, Adam Mickiewicz University, Poznań, Poznań, Poland
| | - Rafal Kukawka
- Poznan Science and Technology Park, Adam Mickiewicz University Foundation, Poznań, Poland
| | - Maciej Spychalski
- Poznan Science and Technology Park, Adam Mickiewicz University Foundation, Poznań, Poland
| | - Ryszard Koczura
- Department of Microbiology, Faculty of Biology, Adam Mickiewicz University, Poznań, Poznań, Poland
| | - Joanna Mokracka
- Department of Microbiology, Faculty of Biology, Adam Mickiewicz University, Poznań, Poznań, Poland
| | - Marcin Smiglak
- Poznan Science and Technology Park, Adam Mickiewicz University Foundation, Poznań, Poland
- Innosil Sp. z o.o., Poznań, Poland
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Ahmad MF, Ahmad FA, Alsayegh AA, Zeyaullah M, AlShahrani AM, Muzammil K, Saati AA, Wahab S, Elbendary EY, Kambal N, Abdelrahman MH, Hussain S. Pesticides impacts on human health and the environment with their mechanisms of action and possible countermeasures. Heliyon 2024; 10:e29128. [PMID: 38623208 PMCID: PMC11016626 DOI: 10.1016/j.heliyon.2024.e29128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2023] [Revised: 03/29/2024] [Accepted: 04/01/2024] [Indexed: 04/17/2024] Open
Abstract
Pesticides are chemical constituents used to prevent or control pests, including insects, rodents, fungi, weeds, and other unwanted organisms. Despite their advantages in crop production and disease management, the use of pesticides poses significant hazards to the environment and public health. Pesticide elements have now perpetually entered our atmosphere and subsequently contaminated water, food, and soil, leading to health threats ranging from acute to chronic toxicities. Pesticides can cause acute toxicity if a high dose is inhaled, ingested, or comes into contact with the skin or eyes, while prolonged or recurrent exposure to pesticides leads to chronic toxicity. Pesticides produce different types of toxicity, for instance, neurotoxicity, mutagenicity, carcinogenicity, teratogenicity, and endocrine disruption. The toxicity of a pesticide formulation may depend on the specific active ingredient and the presence of synergistic or inert compounds that can enhance or modify its toxicity. Safety concerns are the need of the hour to control contemporary pesticide-induced health hazards. The effectiveness and implementation of the current legislature in providing ample protection for human health and the environment are key concerns. This review explored a comprehensive summary of pesticides regarding their updated impacts on human health and advanced safety concerns with legislation. Implementing regulations, proper training, and education can help mitigate the negative impacts of pesticide use and promote safer and more sustainable agricultural practices.
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Affiliation(s)
- Md Faruque Ahmad
- Department of Clinical Nutrition, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Fakhruddin Ali Ahmad
- Department of Basic and Applied Science, School of Engineering and Science, G.D Goenka University, Gururgram, Haryana, 122103, India
| | - Abdulrahman A. Alsayegh
- Department of Clinical Nutrition, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Md. Zeyaullah
- Department of Basic Medical Science, College of Applied Medical Sciences, Khamis Mushayt Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Abdullah M. AlShahrani
- Department of Basic Medical Science, College of Applied Medical Sciences, Khamis Mushayt Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Khursheed Muzammil
- Department of Public Health, College of Applied Medical Sciences, Khamis Mushayt Campus, King Khalid University (KKU), Abha, Saudi Arabia
| | - Abdullah Ali Saati
- Department of Community Medicine & Pilgrims Healthcare, Faculty of Medicine, Umm Al-Qura University, Saudi Arabia
| | - Shadma Wahab
- Department of Pharmacognosy, College of Pharmacy, King Khalid University, Abha, 62529, Saudi Arabia
| | - Ehab Y. Elbendary
- Department of Clinical Nutrition, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Nahla Kambal
- Department of Clinical Nutrition, College of Applied Medical Sciences, Jazan University, Jazan, Saudi Arabia
| | - Mohamed H. Abdelrahman
- College of Applied Medical Sciences, Medical Laboratory Sciences, Jazan University, Jazan, 45142, Saudi Arabia
| | - Sohail Hussain
- Department of Pharmacology and Toxicology, College of Pharmacy, Jazan University, Jazan, 45142, Saudi Arabia
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Teklu BM, Yakan SD, Van den Brink PJ. The use of a simple model for the regulatory environmental risk assessment of pesticides in Ethiopia. CHEMOSPHERE 2023; 316:137794. [PMID: 36638923 DOI: 10.1016/j.chemosphere.2023.137794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 01/05/2023] [Accepted: 01/06/2023] [Indexed: 06/17/2023]
Abstract
Pesticide registration in developing countries like Ethiopia is often not supported by substantiated risk assessment procedures. In this study, we evaluated the PRIMET (Pesticide Risks in the Tropics for Man, Environment and Trade) Registration_Ethiopia_1.1 model which is a tool developed to assess the risks to non-target protection goals. All the 103 registered active ingredients (a.i.) in Ethiopia, except those used for flower and storage pest control purposes, were evaluated on their environmental risks. Data on physico-chemical characteristics, toxicity and pesticide use patterns were mined from either the information given in the dossier or public databases. Together with scenarios specifically developed for Ethiopia, these data were used to perform a risk assessment for the aquatic and terrestrial environment as well as for vertebrates including humans via contaminated drinking water exposure. Results indicated that 11 and 16% of the a.i.s are indicated to pose high acute risk and 7.3 and 11% high chronic risks for fish and aquatic invertebrates, respectively. Similarly, 5.5 and 8.7% high acute risks and 6.8 and 3.9% high chronic risks were observed for the soil ecosystem and birds, respectively. 23% of the evaluated active ingredients were indicated to be highly risky to bees when beehives are present inside the sprayed crop while 7.8% of them are highly risky when beehives are present outside the field of the sprayed crop. The fungicide metalaxyl, the herbicides acetochlor, alachlor, mecoprop and tembotrion, and the insecticides carbaryl, chlorpyrifos, diazinon and methidathion were predicted to pose high acute or chronic risks to humans or other vertebrates if surface water is used as a source of drinking water. Future studies should give emphasis on how the risk assessment results of this study can be implemented to aid the registration process.
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Affiliation(s)
- Berhan M Teklu
- Istanbul Technical University, Faculty of Naval Architecture and Ocean Engineering, P.O Box 34469, Maslak, Istanbul, Turkey
| | - Sevil Deniz Yakan
- Istanbul Technical University, Faculty of Naval Architecture and Ocean Engineering, P.O Box 34469, Maslak, Istanbul, Turkey
| | - Paul J Van den Brink
- Aquatic Ecology and Water Quality Management Group, Wageningen University, P.O. Box 47, 6700 AA, Wageningen, the Netherlands; Wageningen Environmental Research, P.O. Box 47, 6700 AA, Wageningen, the Netherlands.
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Bilous OS, Vavrinevych OP, Omelchuk ST, Aleksiichuk VD, Syrota AI. PROFESSIONAL RISKS FOR AGRICULTURAL PERSONNEL TREATING BERRIES AND MELON CROPS WITH PESTICIDES. WIADOMOSCI LEKARSKIE (WARSAW, POLAND : 1960) 2023; 76:831-837. [PMID: 37226623 DOI: 10.36740/wlek202304120] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/26/2023]
Abstract
OBJECTIVE The aim: Нygienic assessment of labour conditions and risks for the Ukrainian agricultural personnel treating berries and melon crops with fungicides, herbicides and insecticides for justification of their safe use regulations. PATIENTS AND METHODS Materials and methods: Natural studies of labour conditions and risk correspond to the acting laws of Ukraine. The results were statistically treated using IBM SPSS StatisticsBase v.22. RESULTS Results: The natural studies of fungicides, insecticides, used for treatment of berries and melon crops, show that labour air environment corresponds to hygienic standards. The authors have established that the hazard index of complex fungicides effect on spray fueling attendants and tractor drivers is 0.110}0.046 and 0.155}0.071, that of herbicides - 0.34}0.025 and 0.380}0.257, that of insecticides - 0.221}0.111 and 0.222}0.110, respectively; hazard index of combined effect of several acting substances makes up- 0.239}0.088 and 0.336}0.140 for spray fueling attendants and tractor drivers, respectively. The statistical analysis shows that the hazard coefficients of inhalation and percutaneous penetration do not differ statistically between spray fueling attendants and tractor drivers (р>0.05). The percutaneous risk (%) of various pesticide groups for spray fueling attendants ranges 65.74-97.58 %, for tractor drivers - 50.72-95.23 %. CONCLUSION Conclusions: The analysis has shown that the professional risk of fungicides, herbicides, insecticides, during agricultural treatment of the berries and melon crops does not exceed standards.
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Affiliation(s)
- Olha S Bilous
- BOGOMOLETS NATIONAL MEDICAL UNIVERSITY, KYIV, UKRAINE
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Mappangile AS, Ramdhan DH. Literature Review: Relating Factors to the Effectiveness of Occupational Health and Safety Program Performance. Open Access Maced J Med Sci 2022. [DOI: 10.3889/oamjms.2022.9127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022] Open
Abstract
Background: Work safety performance assessment is one part of the Occupational Health and Safety Management System activity, which aims to ensure workers' right to safety and health in the workplace and increase productivity. Further identification of factors related to safety performance needs to be done to ensure the quality of the assessment results is accurate, effective, and efficient.
Methods: This study is a literature review conducted to explore factors related to the performance of occupational safety and health programs. The literature search was conducted in September 2021. The research sources were taken from several databases, namely Science Direct, ProQuest, and Google Scholar. The Science Direct database found 823 articles, 8,802 ProQuest, and 3,200 Google Scholars. From the entire database, only 22 articles met the inclusion criteria. The variables in this study are the performance of OHS, OHS management system, and work.
Results: This literature review shows that there are 19 personal factors, 19 work environment factors, 13 technical factors and 37 organizational factors related to the effectiveness of occupational safety and health program performance.
Conclusion: Factors related to occupational safety and health program performance are grouped into four main factors, namely personal factors, work environment factors, technical factors, and organizational factors.
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Safety Climate and the Impact of the COVID-19 Pandemic: An Investigation on Safety Perceptions among Farmers in Italy. SAFETY 2021. [DOI: 10.3390/safety7030052] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
The diffusion of the COVID-19 pandemic has generated numerous interventions aimed at reducing the contagion by means of specific prevention measures, also characterized by stricter occupational health and safety (OHS) procedures at the workplace. To better understand how this novel working context has impacted on farmers’ safety behavior and attitude, a safety climate assessment was carried out by means of the Nordic Safety Climate Questionnaire (NOSACQ-50), which was augmented to include specific items related to the modifications of working conditions due to COVID-19. This allowed us to analyze changes in safety climate perceptions, pointing out worker-manager discrepancies in safety behavior and attitude. Additionally, the COVID-19 questionnaire contributed to analyzing the effects of the specific OHS measures due to the pandemic from the workers’ standpoint. Results showed that concerns related to the COVID-19 pandemic have augmented the attention paid to OHS, demonstrating a correlation between the safety climate dimensions and the OHS measures due to COVID-19. Besides, farmers’ risk-taking behavior and attitude appeared still critical, highlighting the need for more specific and contextual interventions in terms of safety information and training. Overall, this study aims to expand knowledge on shared safety awareness and perceptions in the COVID-19 period.
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Fargnoli M, Lombardi M. NOSACQ-50 for Safety Climate Assessment in Agricultural Activities: A Case Study in Central Italy. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:E9177. [PMID: 33302581 PMCID: PMC7764403 DOI: 10.3390/ijerph17249177] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/23/2020] [Revised: 11/26/2020] [Accepted: 12/08/2020] [Indexed: 01/09/2023]
Abstract
Safety climate assessment has been recognized as a powerful tool to bring to light workers' perceptions related to safety practices, attitudes and behaviors at the workplace. Accordingly, its investigation can provide useful information about safety problems within a company before accidents occur. In literature, numerous studies can be found investigating safety climates in different types of industry. However, safety climate assessment in agricultural activities is addressed scarcely, even though agriculture represents a very hazardous sector. To reduce this gap, the present study proposes an investigation of safety climate among farmers by means of the Nordic Safety Climate Questionnaire (NOSACQ-50). The results of the survey brought to light a low level of safety perception of the interviewed sample, especially as concerns safety commitment and risk-taking attitudes. In particular, a different attitude toward safety issues has been registered depending on both the position and gender of the interviewed farmers. Overall, the output of this cross-sectional analysis adds to the current literature by expanding knowledge of safety climate among farmers, representing a baseline for further investigations based on human-centered approaches to enhance safety in agriculture and consequently social and workplace aspects of sustainable agricultural systems.
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Affiliation(s)
- Mario Fargnoli
- Department of Chemical Engineering Materials Environment (DICMA), Sapienza-University of Rome, via Eudossiana 18, 00184 Rome, Italy;
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Bozyiğit GD, Ayyıldız MF, Chormey DS, Engin GO, Bakırdere S. Development of a sensitive and accurate method for the simultaneous determination of selected insecticides and herbicide in tap water and wastewater samples using vortex-assisted switchable solvent-based liquid-phase microextraction prior to determination by gas chromatography-mass spectrometry. ENVIRONMENTAL MONITORING AND ASSESSMENT 2020; 192:275. [PMID: 32270289 DOI: 10.1007/s10661-020-08266-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Accepted: 03/31/2020] [Indexed: 06/11/2023]
Abstract
In this study, a switchable solvent-based liquid-phase microextraction method was developed to preconcentrate selected pesticides from tap water and wastewater matrices for determination by gas chromatography-mass spectrometry. A thorough optimization process was performed for prominent extraction parameters such as switchable solvent amount, concentration/amount of sodium hydroxide, salt type and mixing period. Optimum parameters obtained at the end of the optimization process were applied to aqueous standard solutions to validate the method. The linear dynamic ranges of all four analytes were appreciably wide with coefficient of determination values greater than 0.9997. The limits of detection and quantification (LOD and LOQ) were calculated for the analytes in the ranges of 0.38-2.0 ng/mL and 1.3-6.5 ng/mL, respectively. Spiked recovery experiments were used to validate the accuracy of the developed method and to determine the performance of the method in different sample matrices. Tap water, municipal wastewater and medical wastewater were spiked at three different concentrations and analyzed under the method's optimum conditions. The percent recovery results calculated for the samples were in the range of 79-107%, and this validated the method's accuracy and applicability to complex matrices such as municipal and medical wastewater samples.
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Affiliation(s)
- Gamze Dalgıç Bozyiğit
- Yildiz Technical University, Faculty of Civil Engineering, Department of Environmental Engineering, 34220, Davutpasa, Esenler, Istanbul, Turkey
| | - Merve Fırat Ayyıldız
- Yildiz Technical University, Faculty of Art and Science, Department of Chemistry, 34220, Davutpasa, Esenler, Istanbul, Turkey
| | - Dotse Selali Chormey
- Yildiz Technical University, Faculty of Art and Science, Department of Chemistry, 34220, Davutpasa, Esenler, Istanbul, Turkey
| | - Guleda Onkal Engin
- Yildiz Technical University, Faculty of Civil Engineering, Department of Environmental Engineering, 34220, Davutpasa, Esenler, Istanbul, Turkey
| | - Sezgin Bakırdere
- Yildiz Technical University, Faculty of Art and Science, Department of Chemistry, 34220, Davutpasa, Esenler, Istanbul, Turkey.
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Nassar PPM, Ribeiro MG. Considerations for cholinesterase biomonitoring in flower and ornamental plant greenhouse workers. THE SCIENCE OF THE TOTAL ENVIRONMENT 2020; 711:135228. [PMID: 31822418 DOI: 10.1016/j.scitotenv.2019.135228] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2019] [Revised: 10/23/2019] [Accepted: 10/25/2019] [Indexed: 06/10/2023]
Abstract
Flower cultivation in greenhouses enhances productivity and ensures high-quality product supply throughout the year. However, under such protected environments, climate conditions are designed to favor flower growth and can intensify occupational exposure to pesticides. In this study, flower greenhouse workers were tested for cholinesterase inhibition, a valuable indicator of occupational exposure to organophosphate and carbamate pesticides. The quantified inhibition was also associated with working practices using these outcomes to explore ways in which provisions of regulatory Occupational Health Control Programs can be met considering the peculiarities of this working environment. Despite their preliminary nature, and considering that workers had not been previously tested, the obtained results suggested that the designed pre- and post-screening process, enabled biomonitoring of the exposed population. The pre-exposure sample was collected after 11 days from pesticide spraying and the post-exposure sample was collected no later than 10 days after pesticide spraying. AChE activity was significantly depressed in flower greenhouse workers, comparing pre- and post-exposure intervals. Nursery workers, often overlooked, presented greater inhibition of AChE activity. Such finding is consistent with effects believed to be associated with the described job and the way activities are conducted, once nursery workers are regularly exposed to low levels of pesticides owing to their continuous contact with sprayed crops. As predicted by Occupational Safety and Health Standards, establishing biomonitoring programs is achievable, despite the intensive use of pesticides. Quantification is important to target the exposed population but is not sufficient to assure good working conditions and avoid exposure. Administrative and working practices, such as job misclassification, non-compliance with national regulations for occupational health control, pesticide handling, lack of REI protocols, and unsuitable delivery of PPE, must be addressed. Anything less will contribute to worsening an already bleak picture in terms of occupational safety and health in flower and ornamental plant greenhouses.
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Affiliation(s)
- Paula Peixoto Monteiro Nassar
- Fundação Jorge Duprat Figueiredo de Segurança e Medicina do Trabalho (FUNDACENTRO), Rua Capote Valente 710, CEP 05409-002, São Paulo, SP, Brazil.
| | - Marcela Gerardo Ribeiro
- Fundação Jorge Duprat Figueiredo de Segurança e Medicina do Trabalho (FUNDACENTRO), Rua Capote Valente 710, CEP 05409-002, São Paulo, SP, Brazil.
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Rajmohan KS, Chandrasekaran R, Varjani S. A Review on Occurrence of Pesticides in Environment and Current Technologies for Their Remediation and Management. Indian J Microbiol 2020; 60:125-138. [PMID: 32255845 DOI: 10.1007/s12088-019-00841-x] [Citation(s) in RCA: 84] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2019] [Accepted: 11/12/2019] [Indexed: 12/22/2022] Open
Abstract
Pesticides are the chemicals used to prevent plant diseases, weeds, pests and to enhance the quality of the food products. The uniqueness of their chemical structure, and/or their interactions with the environment characterize the nature of pesticides. In most scenarios, the end users such as farmers and consumers, who know the serious effects of pesticides cannot translate this awareness into their practice. The mobility, bioavailability of pesticides in soils (atmosphere, water bodies) is based upon their absorption and desorption mechanisms from soil particles. Pesticides have harmful effects in the soil ecosystem, and mankind (which affects biological molecules, tissues, and organs resulting in acute or chronic disorders). It affects humans of all ages including prenatal. These pollutants, when released into the water bodies affects the aquatic systems. The water molecules in the river are affected by the accumulation of these toxic contaminants with its alkaline pH and heavy metals which could adversely affect the health of flora and fauna. This article discusses the scientific literature on various remediation technologies available for the safer use of pesticides. The limitations and benefits of chemically polluted soil using microorganisms and other biological methods have been discussed. However, future development measures are still needed to ensure full implementation of these methods to save the environment.
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Affiliation(s)
- K S Rajmohan
- 1National Institute of Technology, Warangal, Telangana 506 004 India
| | - Ramya Chandrasekaran
- 2Department of Biochemistry, National University of Singapore, Singapore, Singapore
| | - Sunita Varjani
- Gujarat Pollution Control Board, Gandhinagar, 382 010 Gujarat India
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Methods for the Identification of Outliers and Their Influence on Exposure Assessment in Agricultural Pesticide Applicators: A Proposed Approach and Validation Using Biological Monitoring. TOXICS 2019; 7:toxics7030037. [PMID: 31336998 PMCID: PMC6789726 DOI: 10.3390/toxics7030037] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 07/08/2019] [Accepted: 07/09/2019] [Indexed: 11/16/2022]
Abstract
The “patch” approach for skin exposure assessment can easily be combined with biological monitoring in real-life pesticide studies. Nevertheless, this approach is sensitive to outliers, with values markedly deviating from other members of the sample, which can result in a gross overestimation of exposure. This study aimed at developing methods for outlier identification and validating them while using biological monitoring. Twenty-seven workers applying mancozeb in Italian vineyards participated in this study. Their skin exposure was estimated while using the patch methodology, while ethylene-thiourea (ETU) was measured in the 24-h post-exposure urine as a biomarker of exposure. The outliers were detected using methods that were based on the multiplication of the median, the median absolute deviation, and boxplots. The detection rate varied between 2.3% and 17.3%. The estimated median skin exposure of 3.2 μg was reduced to 1.2 μg when the modified Z score was used. The highest reduction in the skin exposure was above 54 μg. The use of the modified Z score for outlier detection resulted in an increase in the correlation coefficient between the skin exposure and the urine ETU levels from 0.46 to 0.71, which suggested the validity of the approach. Future studies should standardize and improve the methods for pesticide exposure and risk assessment.
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