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Advancing immunotoxicology with single-cell sequencing: Challenges and progress defining mechanisms of arsenic toxicity 利用单细胞测序推进免疫毒理学研究:挑战与进步 定义砷的毒性机制
IF 4.6 Pub Date : 2024-01-14 DOI: 10.1016/j.cotox.2024.100461
Britton C. Goodale

Defining mechanisms of immunotoxicity is complicated by the many cell types that comprise the immune system, their phenotypic heterogeneity, distribution in tissues throughout the body, and complexity of in vivo interactions. Single-cell RNA-sequencing (scRNA-seq) methods hold promise for determining how chemical exposures alter gene expression and phenotype of individual immune cell phenotypes, leading to adverse effects on immune function. Using arsenic as a case study, this review will examine challenges in defining mechanisms of immunotoxicity and highlight findings from recent studies that have addressed immunotoxicological questions with scRNA-seq. Advancements in immunotherapeutic development driven by single-cell sequencing technologies will be discussed, along with how these state-of-the art methods may be applied to accelerate immunotoxicity testing in future studies. We will finally consider how cell-type-specific gene expression data can be leveraged to glean immune profiles from existing gene expression data, improving our understanding of immunotoxicity and ability to assess the health impacts of immunotoxic chemicals.

由于组成免疫系统的细胞类型众多、表型不一、在全身组织中的分布以及体内相互作用的复杂性,确定免疫毒性的机制变得十分复杂。单细胞 RNA 测序(scRNA-seq)方法有望确定化学暴露如何改变基因表达和单个免疫细胞表型,从而对免疫功能产生不利影响。本综述将以砷为案例,探讨确定免疫毒性机制所面临的挑战,并重点介绍近期利用 scRNA-seq 解决免疫毒理学问题的研究结果。我们还将讨论单细胞测序技术在免疫疗法开发方面的进展,以及如何在未来的研究中应用这些最先进的方法来加速免疫毒性测试。最后,我们将探讨如何利用特定细胞类型的基因表达数据从现有的基因表达数据中收集免疫特征,从而提高我们对免疫毒性的认识和评估免疫毒性化学品对健康影响的能力。
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引用次数: 0
Single cell approaches to understand environmental impacts on aggressive breast cancers 通过单细胞方法了解环境对侵袭性乳腺癌的影响
IF 4.6 Pub Date : 2024-01-10 DOI: 10.1016/j.cotox.2024.100459
David Aguilar Jr. , Justin A. Colacino

Breast cancer is a heterogeneous suite of diseases, with likely strong, but still poorly understood, environmental etiologies. New advances in single cell methods are now poised to help us understand how environmental exposures, such as air and water pollutants, diet, personal and consumer care products, and social factors, may promote the development of aggressive breast cancers. In this review, we describe how dissociated and spatial single cell transcriptomic analyses can be used to advance our understanding how our environment impacts breast carcinogenesis through the view of frameworks such as the Hallmarks of Cancer and the Key Characteristics of Carcinogens.

乳腺癌是一种异质性疾病,其环境病因可能很强,但人们对其仍然知之甚少。现在,单细胞方法的新进展有望帮助我们了解环境暴露(如空气和水污染物、饮食、个人和消费者护理产品以及社会因素)如何促进侵袭性乳腺癌的发展。在这篇综述中,我们将介绍如何利用分离和空间单细胞转录组分析,通过癌症标志和致癌物关键特征等框架,加深我们对环境如何影响乳腺癌发生的理解。
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引用次数: 0
Application of single cell gene expression technologies to neurotoxicology 单细胞基因表达技术在神经毒理学中的应用
IF 4.6 Pub Date : 2023-12-27 DOI: 10.1016/j.cotox.2023.100458
Anke M. Tukker, Aaron B. Bowman

Neurotoxicological research faces the challenge of linking biological changes resulting from exposures to neuronal function. An additional challenge is understanding cell-type-specific differences and selective vulnerabilities of distinct neuronal populations to toxic insults. Single-cell RNA-sequencing (scRNA-seq) allows for measurement of the transcriptome of individual cells. This makes it a valuable tool for validating and characterizing cell types present in multi-cell type samples in complex tissue or cell culture models, but also for understanding how different cell types respond to toxic insults. Pathway analysis of differentially expressed genes can provide in-depth insights into underlying cell-type-specific mechanisms of neurotoxicity. Toxicological data often has to be translated to outcomes for human health which requires an understanding of inter-species differences. Transcriptomic data aids in understanding these differences, including understanding the developmental timelines of different species. We believe that scRNA-seq holds exciting promises for future neurotoxicological research.

神经毒理学研究面临的挑战是如何将暴露导致的生物变化与神经元功能联系起来。另一项挑战是了解细胞类型的具体差异以及不同神经元群体在毒性损伤面前的选择性脆弱性。单细胞 RNA 测序(scRNA-seq)可以测量单个细胞的转录组。这使其成为验证和表征复杂组织或细胞培养模型中多细胞类型样本中存在的细胞类型的重要工具,同时也是了解不同细胞类型如何应对毒性损伤的重要工具。对差异表达基因进行通路分析可以深入了解神经毒性的潜在细胞类型特异性机制。毒理学数据往往需要转化为人类健康的结果,这就需要了解物种间的差异。转录组数据有助于了解这些差异,包括了解不同物种的发育时间表。我们相信,scRNA-seq 为未来的神经毒理学研究带来了令人兴奋的前景。
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引用次数: 0
Editorial: Guardians of tomorrow: Developmental toxicology for future generations 社论:明日守护者:面向未来一代的发育毒理学
IF 4.6 Pub Date : 2023-12-22 DOI: 10.1016/j.cotox.2023.100457
Emanuela Corsini
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引用次数: 0
Transcriptomic-based roadmap to the healthy and ozone-exposed lung 基于转录组学的健康和臭氧暴露肺路线图
IF 4.6 Pub Date : 2023-11-28 DOI: 10.1016/j.cotox.2023.100445
Philip Moos, Jenna Cheminant, Ujjwal Adhikari, Alessandro Venosa

The lung is constantly exposed to a myriad of exogenous stressors. Ground-level ozone represents a ubiquitous and extremely reactive anthropogenic toxicant, impacting the health of millions across the globe. While abundant, epidemiological, in vivo, and in vitro data focuses the ozone toxicity in individual cell types (e.g. epithelial type II, alveolar macrophages) or signaling pathways involved in the injury (e.g. akt, glutathione). When appropriately used, bulk and single-cell RNA sequencing techniques have the potential to provide complete, and in certain cases unbiased, information of the molecular events taking place in the steady-state and injured lung, and even capture the phenotypic diversity of neighboring cells. To this end, this review compiles information pertaining to the latest understanding of lung cell identity and activation in the steady-state and ozone-exposed lung. In addition, it discusses the value and benefits of multi-omics approaches and other tools developed to predict cell–cell communication and dissect spatial heterogeneity.

肺经常暴露在无数的外源压力下。地面臭氧是一种普遍存在的、极具活性的人为毒物,影响着全球数百万人的健康。虽然流行病学、体内和体外数据丰富,但臭氧毒性主要集中在单个细胞类型(如上皮II型、肺泡巨噬细胞)或与损伤相关的信号通路(如akt、谷胱甘肽)中。如果使用得当,大量和单细胞RNA测序技术有可能提供完整的,在某些情况下无偏倚的,在稳态和损伤肺中发生的分子事件的信息,甚至捕获邻近细胞的表型多样性。为此,本综述汇编了有关稳态和臭氧暴露肺细胞身份和激活的最新了解的信息。此外,它还讨论了多组学方法和其他用于预测细胞-细胞通信和解剖空间异质性的工具的价值和益处。
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引用次数: 0
Advanced technologies in genomic toxicology: Current trend and future directions 基因组毒理学的先进技术:当前趋势和未来方向
IF 4.6 Pub Date : 2023-11-21 DOI: 10.1016/j.cotox.2023.100444
Pasquale Capone, Pieranna Chiarella, Renata Sisto

Toxicogenomics is a subdiscipline of toxicology that assesses the toxicity using a combination of genomics, advanced computational technologies, and other high-throughput techniques. In the last few years, the rapid evolution of technologies such as transcriptomics, proteomics, metabolomics, and computational technologies allowed the application of a more flexible strategy for the risk assessment due to exposure to chemical and xenobiotic substances. The integration of bioinformatics approaches with novel genomic technologies permits extraordinary advancements in different fields of biology, toxicology, medicine, and, in particular, in occupational medicine, making accessible a “personalized” approach to this discipline. The scope of this paper is to investigate the recent trend of genomic toxicology in combination with bioinformatics approaches and its novel application in toxicological studies with reference to our experience and findings. In particular, it is shown how the dose biomarkers, the pollutants urine metabolites in our case, allow a precise exposure assessment whilst effect biomarkers can be individuated, significantly associated with the former. Among the effect biomarkers, our experience is mainly focused on oxidative stress biomarkers and miRNA profiles. Finally, it is shown how the early effect biomarkers are dysregulated when specific clinical outcomes are occurring. This early dysregulation can be used as individual susceptibility biomarker.

毒物基因组学是毒理学的一个分支学科,它利用基因组学、先进的计算技术和其他高通量技术的结合来评估毒性。在过去的几年里,转录组学、蛋白质组学、代谢组学和计算技术等技术的快速发展,使得对化学和外源物质暴露的风险评估采用了更灵活的策略。生物信息学方法与新的基因组技术相结合,使生物学、毒理学、医学,特别是职业医学的不同领域取得了非凡的进步,使这一学科的“个性化”方法成为可能。本文结合我们的经验和发现,探讨了基因组毒理学与生物信息学相结合的最新趋势及其在毒理学研究中的新应用。特别是,它显示了剂量生物标记物,在我们的情况下污染物尿液代谢物,如何允许精确的暴露评估,而效果生物标记物可以个性化,与前者显著相关。在效应生物标志物中,我们的经验主要集中在氧化应激生物标志物和miRNA谱上。最后,它显示了当特定临床结果发生时,早期效应生物标志物是如何失调的。这种早期失调可以作为个体易感性的生物标志物。
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引用次数: 0
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Current opinion in toxicology
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