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数字图像处理:分析慢性吸入农用除草剂导致肺部损伤的有用工具。

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

机构信息

Environmental and Regional Development, Oeste Paulista University, Presidente Prudente, SP, Brazil.

Health Sciences, Oeste Paulista University, Presidente Prudente, SP, Brazil.

出版信息

Environ Sci Pollut Res Int. 2021 Nov;28(41):57918-57924. doi: 10.1007/s11356-021-14692-x. Epub 2021 Jun 7.

Abstract

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.

摘要

除草剂 2,4-二氯苯氧乙酸(2,4-D)广泛用于农业以控制各种杂草。本研究的目的是使用数字图像处理方法来识别接受慢性 2,4-二氯苯氧乙酸(2,4-D)吸入暴露的大鼠肺部的肺泡病变。我们使用了四十只成年雄性 Wistar 大鼠。这些大鼠被分为四组:对照组(CG)、低浓度组(LCG)、中浓度组(MCG)和高浓度组(HCG)。在 6 个月的暴露期间,我们使用两个连接超声喷雾器的盒子来喷洒除草剂。在此期间后,处死大鼠以收集和研究肺组织。对于每张图像,使用基于数字图像处理技术的方法自动进行损伤和水疱计数。为了分析结果,创建了一个电子数据库(Excel®)。我们使用 Pearson 方法进行相关性分析;p<0.05 的值被认为具有统计学意义。在评估健康的肺泡时,我们记录了病理学家和计算分析之间的阳性且显著的相关性。在评估受损的肺泡时,我们记录了病理学家和计算分析之间的阳性但非显著的相关性。这些结果表明数字图像处理在评估肺泡完整性方面的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d2b9/8183328/bda95bb6209a/11356_2021_14692_Fig1_HTML.jpg

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