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Digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides

The herbicide 2,4-dichlorophenoxyacetic acid (2,4-D) is widely used in agriculture to control various weeds. The objective of this study was to use the digital image processing method to identify alveolar lesions in the lungs of rats submitted to chronic 2,4-dichlorophenoxyacetic acid (2,4-D) inhala...

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Autores principales: Junior, Claudio Pedrassoli, Cavallieri, Gabriela Vidotto, da Silva, Francisco Assis, Fernandes, Geovana Letícia, Nai, Gisele Alborghetti, Salge, Ana Karina Marques, Puhle, Josiano Guilherme, de Resende e Silva, Debora Tavares, Pereira, Danillo Roberto, de Azevedo Mello, Fabíola, Favareto, Ana Paula Alves, Rossi, Renata Calciolari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8183328/
https://www.ncbi.nlm.nih.gov/pubmed/34097223
http://dx.doi.org/10.1007/s11356-021-14692-x
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author Junior, Claudio Pedrassoli
Cavallieri, Gabriela Vidotto
da Silva, Francisco Assis
Fernandes, Geovana Letícia
Nai, Gisele Alborghetti
Salge, Ana Karina Marques
Puhle, Josiano Guilherme
de Resende e Silva, Debora Tavares
Pereira, Danillo Roberto
de Azevedo Mello, Fabíola
Favareto, Ana Paula Alves
Rossi, Renata Calciolari
author_facet Junior, Claudio Pedrassoli
Cavallieri, Gabriela Vidotto
da Silva, Francisco Assis
Fernandes, Geovana Letícia
Nai, Gisele Alborghetti
Salge, Ana Karina Marques
Puhle, Josiano Guilherme
de Resende e Silva, Debora Tavares
Pereira, Danillo Roberto
de Azevedo Mello, Fabíola
Favareto, Ana Paula Alves
Rossi, Renata Calciolari
author_sort Junior, Claudio Pedrassoli
collection PubMed
description The herbicide 2,4-dichlorophenoxyacetic acid (2,4-D) is widely used in agriculture to control various weeds. The objective of this study was to use the digital image processing method to identify alveolar lesions in the lungs of rats submitted to chronic 2,4-dichlorophenoxyacetic acid (2,4-D) inhalation exposure. We used forty adult male Wistar rats. The rats were divided into four groups: control group (CG), low concentration group (LCG), medium concentration group (MCG), and high concentration group (HCG). In a 6-month exposure period, we used two boxes connected to ultrasonic nebulizers for herbicide spraying. After this period, the rats were euthanized for the collection and study of lung tissue. For each image, counts of injuries and blisters were performed automatically using a methodology based on digital image processing techniques. For analysis of the results, an electronic database (Excel®) was created. We used the Pearson method for correlation analysis; values of p <0.05 were considered significant. In the evaluation of healthy alveoli, we recorded positive and significant correlations between analysis from a pathologist and computational analysis. In the evaluation of injured alveoli, we recorded a positive but non-significant correlation between analysis from a pathologist and computational analysis. These results show the effectiveness of digital image processing when evaluating alveolar integrity.
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spelling pubmed-81833282021-06-08 Digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides Junior, Claudio Pedrassoli Cavallieri, Gabriela Vidotto da Silva, Francisco Assis Fernandes, Geovana Letícia Nai, Gisele Alborghetti Salge, Ana Karina Marques Puhle, Josiano Guilherme de Resende e Silva, Debora Tavares Pereira, Danillo Roberto de Azevedo Mello, Fabíola Favareto, Ana Paula Alves Rossi, Renata Calciolari Environ Sci Pollut Res Int Research Article The herbicide 2,4-dichlorophenoxyacetic acid (2,4-D) is widely used in agriculture to control various weeds. The objective of this study was to use the digital image processing method to identify alveolar lesions in the lungs of rats submitted to chronic 2,4-dichlorophenoxyacetic acid (2,4-D) inhalation exposure. We used forty adult male Wistar rats. The rats were divided into four groups: control group (CG), low concentration group (LCG), medium concentration group (MCG), and high concentration group (HCG). In a 6-month exposure period, we used two boxes connected to ultrasonic nebulizers for herbicide spraying. After this period, the rats were euthanized for the collection and study of lung tissue. For each image, counts of injuries and blisters were performed automatically using a methodology based on digital image processing techniques. For analysis of the results, an electronic database (Excel®) was created. We used the Pearson method for correlation analysis; values of p <0.05 were considered significant. In the evaluation of healthy alveoli, we recorded positive and significant correlations between analysis from a pathologist and computational analysis. In the evaluation of injured alveoli, we recorded a positive but non-significant correlation between analysis from a pathologist and computational analysis. These results show the effectiveness of digital image processing when evaluating alveolar integrity. Springer Berlin Heidelberg 2021-06-07 2021 /pmc/articles/PMC8183328/ /pubmed/34097223 http://dx.doi.org/10.1007/s11356-021-14692-x Text en © The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Research Article
Junior, Claudio Pedrassoli
Cavallieri, Gabriela Vidotto
da Silva, Francisco Assis
Fernandes, Geovana Letícia
Nai, Gisele Alborghetti
Salge, Ana Karina Marques
Puhle, Josiano Guilherme
de Resende e Silva, Debora Tavares
Pereira, Danillo Roberto
de Azevedo Mello, Fabíola
Favareto, Ana Paula Alves
Rossi, Renata Calciolari
Digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides
title Digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides
title_full Digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides
title_fullStr Digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides
title_full_unstemmed Digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides
title_short Digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides
title_sort digital image processing: a useful tool in the analysis of lung injuries caused by chronic inhalation of agricultural herbicides
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8183328/
https://www.ncbi.nlm.nih.gov/pubmed/34097223
http://dx.doi.org/10.1007/s11356-021-14692-x
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