Computational histology reveals that concomitant application of insect repellent with sunscreen impairs UV protection in an ex vivo human skin model.

IF 3 2区 医学 Q1 PARASITOLOGY
Sophie Charrasse, Titouan Poquillon, Charlotte Saint-Omer, Audrey Schunemann, Mylène Weill, Victor Racine, Abdel Aouacheria
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引用次数: 0

Abstract

Background: Histological alterations such as nuclear abnormalities are sensitive biomarkers associated with diseases, tissue injury and environmental insults. While visual inspection and human interpretation of histology images are useful for initial characterization, such low-throughput procedures suffer from inherent limitations in terms of reliability, objectivity and reproducibility. Artificial intelligence and digital morphometry offer unprecedented opportunities to quickly and accurately assess nuclear morphotypes in relation to tissue damage including skin injury.

Methods: In this work, we designed NoxiScore, a pipeline providing an integrated, deep learning-based software solution for fully automated and quantitative analysis of nucleus-related features in histological sections of human skin biopsies. We used this pipeline to evaluate the efficacy and safety of three dermato-cosmetic products massively sold at the time of the study in the Montpellier area (South of France): a sunscreen containing UV filters, a mosquito repellent (with synthetic active ingredient IR3535) and a product combining a natural insect repellent plus a sunscreen. Hematoxylin and eosin or hematoxylin-eosin saffron staining was performed to assess skin structure before morphometric parameter computation.

Results: We report the identification of a specific nuclear feature based on variation in texture information that can be used to assess skin tissue damage after oxidative stress or UV exposure. Our data show that application of the commercial sun cream provided efficient protection against UV effects in our ex vivo skin model, whereas application of the mosquito repellent as a single product exerted no protective or toxic effect. Notably, we found that concurrent application of the insect repellent with the sunscreen significantly decreased the UVB protective effect of the sunscreen. Last, histometric analysis of human skin biopsies from multiple donors indicates that the sunscreen-insect repellent combo displayed variable levels of protection against UV irradiation.

Conclusions: To our knowledge, our study is the first to evaluate the potential toxicity of combining real-life sunscreen and insect repellent products using ex vivo human skin samples, which most closely imitate the cutaneous physiology. The NoxiScore wet-plus-dry methodology has the potential to provide information about the pharmaco-toxicological profile of topically applied formulations and may also be useful for diagnostic purposes and evaluation of the skin exposome including pesticide exposure, air pollution and water contaminants.

计算组织学显示,在离体人体皮肤模型中,驱蚊剂和防晒霜的同时应用会损害紫外线保护。
背景:组织学改变如核异常是与疾病、组织损伤和环境损害相关的敏感生物标志物。虽然目视检查和人类对组织学图像的解释对初始特征是有用的,但这种低通量程序在可靠性、客观性和可重复性方面存在固有的局限性。人工智能和数字形态测量技术为快速准确地评估与组织损伤(包括皮肤损伤)相关的核形态提供了前所未有的机会。方法:在这项工作中,我们设计了NoxiScore,这是一个提供集成的、基于深度学习的软件解决方案的流水线,用于对人体皮肤活检组织切片中的核相关特征进行全自动定量分析。我们使用这个管道来评估研究期间在蒙彼利埃地区(法国南部)大量销售的三种皮肤化妆品的功效和安全性:一种含有紫外线过滤器的防晒霜,一种驱蚊剂(含有合成活性成分IR3535)和一种天然驱蚊剂加防晒霜的产品。在计算形态测量参数之前,进行苏木精和伊红染色或苏木精-伊红藏红花染色来评估皮肤结构。结果:我们报告了基于纹理信息变化的特定核特征的识别,可用于评估氧化应激或紫外线暴露后皮肤组织损伤。我们的数据显示,在我们的离体皮肤模型中,使用商业防晒霜可以有效地保护皮肤免受紫外线的影响,而单独使用驱蚊剂则没有保护作用或毒性作用。值得注意的是,我们发现驱蚊剂与防晒霜同时使用显著降低了防晒霜的UVB防护效果。最后,对来自多个供体的人体皮肤活检的组织计量学分析表明,防晒霜-驱蚊剂组合对紫外线照射的保护程度各不相同。结论:据我们所知,我们的研究是第一个使用离体人体皮肤样本来评估现实生活中防晒霜和驱蚊产品的潜在毒性,这最接近皮肤生理学。NoxiScore湿加干方法有可能提供有关局部应用配方的药理学信息,也可用于皮肤暴露的诊断和评估,包括农药暴露、空气污染和水污染物。
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来源期刊
Parasites & Vectors
Parasites & Vectors 医学-寄生虫学
CiteScore
6.30
自引率
9.40%
发文量
433
审稿时长
1.4 months
期刊介绍: Parasites & Vectors is an open access, peer-reviewed online journal dealing with the biology of parasites, parasitic diseases, intermediate hosts, vectors and vector-borne pathogens. Manuscripts published in this journal will be available to all worldwide, with no barriers to access, immediately following acceptance. However, authors retain the copyright of their material and may use it, or distribute it, as they wish. Manuscripts on all aspects of the basic and applied biology of parasites, intermediate hosts, vectors and vector-borne pathogens will be considered. In addition to the traditional and well-established areas of science in these fields, we also aim to provide a vehicle for publication of the rapidly developing resources and technology in parasite, intermediate host and vector genomics and their impacts on biological research. We are able to publish large datasets and extensive results, frequently associated with genomic and post-genomic technologies, which are not readily accommodated in traditional journals. Manuscripts addressing broader issues, for example economics, social sciences and global climate change in relation to parasites, vectors and disease control, are also welcomed.
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