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Editorial overview: Navigating complex chemical mixtures in risk assessment 社论:在风险评估中驾驭复杂的化学混合物
IF 4.6 Pub Date : 2024-03-24 DOI: 10.1016/j.cotox.2024.100474
Anne Marie Vinggaard, Andreas Kortenkamp
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引用次数: 0
Inter- and trans-generational impacts of environmental exposures on the germline resolved at the single-cell level 在单细胞水平上解析环境暴露对生殖细胞的跨代和跨代影响
IF 4.6 Pub Date : 2024-02-08 DOI: 10.1016/j.cotox.2024.100465
Dylan Hatai , Max T. Levenson , Virender K. Rehan , Patrick Allard

Reproduction is a remarkably intricate process involving the interaction of multiple cell types and organ systems unfolding over long periods of time and that culminates with the production of gametes. The initiation of germ cell development takes place during embryogenesis but only completes decades later in humans. The complexity inherent to reproduction and its study has long hampered our ability to decipher how environmental agents disrupt this process. Single-cell approaches provide an opportunity for a deeper understanding of the action of toxicants on germline function and analyze how the response to their exposure is differentially distributed across tissues and cell types. In addition to single-cell RNA sequencing, other single-cell or nucleus level approaches such as ATAC-sequencing and multi-omics have expanded the strategies that can be implemented in reproductive toxicological studies to include epigenomic and the nuclear transcriptomic data. Here we will discuss the current state of single-cell technologies and how they can best be utilized to advance reproductive toxicological studies. We will then discuss case studies in two model organisms (Caenorhabditis elegans and rat) studying different environmental exposures (alcohol and e-cigarettes respectively) to highlight the value of single-cell and single-nucleus approaches for reproductive biology and reproductive toxicology.

生殖是一个非常复杂的过程,涉及多种细胞类型和器官系统的相互作用,并在很长一段时间内展开,最终产生配子。生殖细胞的开始发育发生在胚胎发育过程中,但人类的生殖细胞发育要到几十年后才完成。生殖及其研究的内在复杂性长期以来一直阻碍着我们破解环境因素如何干扰这一过程的能力。单细胞方法为深入了解毒物对生殖系功能的作用提供了机会,并可分析毒物暴露的反应如何在不同组织和细胞类型之间产生不同的分布。除了单细胞RNA测序外,ATAC测序和多组学等其他单细胞或细胞核水平的方法也扩展了生殖毒理学研究的策略,包括表观基因组和核转录组数据。在此,我们将讨论单细胞技术的现状,以及如何更好地利用这些技术推进生殖毒理学研究。然后,我们将讨论研究不同环境暴露(分别是酒精和电子烟)的两种模式生物(秀丽隐杆线虫和大鼠)的案例研究,以突出单细胞和单核方法在生殖生物学和生殖毒理学中的价值。
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引用次数: 0
Inter- and trans-generational impacts of environmental exposures on the germline resolved at the single-cell level 在单细胞水平上解析环境暴露对生殖细胞的跨代和跨代影响
IF 4.6 Pub Date : 2024-02-01 DOI: 10.1016/j.cotox.2024.100465
Dylan Hatai, Max T. Levenson, V. Rehan, Patrick Allard
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引用次数: 0
Single-cell investigation of lead toxicity from neurodevelopment to neurodegeneration: Current review and future opportunities 从神经发育到神经退化的铅毒性单细胞研究:当前回顾与未来机遇
IF 4.6 Pub Date : 2024-02-01 DOI: 10.1016/j.cotox.2024.100464
Maureen M. Sampson , Rachel K. Morgan , Steven A. Sloan , Kelly M. Bakulski

Human exposure to the metal lead (Pb) is prevalent and associated with adverse neurodevelopmental and neurodegenerative outcomes. Pb disrupts normal brain function by inducing oxidative stress and neuroinflammation, altering cellular metabolism, and displacing essential metals. Prior studies on the molecular impacts of Pb have examined bulk tissues, which collapse information across all cell types, or in targeted cells, which are limited to cell autonomous effects. These approaches are unable to represent the complete biological implications of Pb exposure because the brain is a cooperative network of highly heterogeneous cells, with cellular diversity and proportions shifting throughout development, by brain region, and with disease. New technologies are necessary to investigate whether Pb and other environmental exposures alter cell composition in the brain and whether they cause molecular changes in a cell-type-specific manner. Cutting-edge, single-cell approaches now enable research resolving cell-type-specific effects from bulk tissues. This article reviews existing Pb neurotoxicology studies with genome-wide molecular signatures and provides a path forward for the field to implement single-cell approaches with practical recommendations.

人类普遍接触金属铅(Pb),并与不良的神经发育和神经退行性疾病相关。铅通过诱导氧化应激和神经炎症、改变细胞新陈代谢和置换必需金属来破坏大脑的正常功能。之前有关铅分子影响的研究都是对大块组织或靶细胞进行研究,前者会破坏所有细胞类型的信息,后者则仅限于细胞自主效应。这些方法无法代表铅暴露的全部生物学影响,因为大脑是一个由高度异质细胞组成的合作网络,在整个发育过程中,细胞的多样性和比例会随着脑区和疾病的变化而变化。有必要采用新技术来研究铅和其他环境暴露是否会改变大脑中的细胞组成,以及是否会以特定细胞类型的方式引起分子变化。现在,尖端的单细胞方法使研究能够从大块组织中解析细胞类型的特定效应。本文回顾了现有的具有全基因组分子特征的铅神经毒理学研究,并为该领域实施单细胞方法提供了前进的道路和实用的建议。
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引用次数: 0
Status of single-cell RNA sequencing for reproductive toxicology in zebrafish and the transcriptomic trade-off 用于斑马鱼生殖毒理学的单细胞 RNA-seq 现状和转录组权衡
IF 4.6 Pub Date : 2024-01-26 DOI: 10.1016/j.cotox.2024.100463
Mackenzie L. Connell, Danielle N. Meyer, Alex Haimbaugh, Tracie R. Baker

The utilization of transcriptomic studies identifying profiles of gene expression, especially in toxicogenomics, has catapulted next-generation sequencing to the forefront of reproductive toxicology. An innovative yet underutilized RNA sequencing technique emerging into this field is single-cell RNA sequencing (scRNA-seq), which provides sequencing at the individual cellular level of gonad tissue. ScRNA-seq provides a novel and unique perspective for identifying distinct cellular profiles, including identification of rare cell subtypes. The specificity of scRNA-seq is a powerful tool for reproductive toxicity research, especially for translational animal models including zebrafish. Studies to date not only have focused on ‘tissue atlassing’ or characterizing what cell types make up different tissues but have also begun to include toxicant exposure as a factor that this review aims to explore. Future scRNA-seq studies will contribute to understanding exposure-induced outcomes; however, the trade-offs with traditional methods need to be considered.

利用转录组研究确定基因表达谱,特别是在毒物基因组学(TGx)中的应用,使新一代测序(NGS)成为生殖毒理学的前沿技术。单细胞 RNA 测序(scRNA-seq)是这一领域出现的一种创新但未得到充分利用的 RNA 测序技术,可在性腺组织的单个细胞水平上进行测序。ScRNA-seq 提供了一个新颖独特的视角,可用于识别不同的细胞特征,包括识别罕见的细胞亚型。scRNA-seq 的特异性是生殖毒性研究的有力工具,特别是对包括斑马鱼在内的转化动物模型而言。迄今为止的研究主要集中在 "组织分类 "或描述不同组织的细胞类型,但也开始将毒物暴露作为一个因素,本综述旨在探讨这一点。未来的 scRNA-seq 研究将有助于了解暴露诱导的结果,但需要考虑与传统方法的权衡。
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引用次数: 0
Exploring the mixture assessment or allocation factor (MAF): A brief overview of the current discourse 探索混合评估或分配系数(MAF):当前讨论概述
IF 4.6 Pub Date : 2024-01-17 DOI: 10.1016/j.cotox.2024.100460
Thomas Backhaus

The European Chemicals Strategy for Sustainability requests to include a mixture assessment factor (MAF) into the safety assessment of chemicals, in order to account for the elevated risks of chemical mixtures. This text first reflects on the conceptual background of the MAF, and then provides an overview of current stakeholder positions and of the studies attempting to quantify an appropriate size of the MAF.

Stakeholders from industry, civil society organizations (NGOs), and regulatory authorities have already put forth statements regarding the perceived advantages and disadvantages of the MAF approach, sometimes without providing detailed arguments. A consensus seems to emerge that the so-called MAFfactor is not a suitable instrument, due to its indiscriminatory nature that penalizes even chemicals that contribute only marginally to the mixture risk. Members of the larger MAFceiling family, in particular the MAFexact, overcome this limitation and are therefore suggested as the way forward.

欧洲化学品可持续发展战略》要求在化学品安全评估中纳入混合物评估因子 (MAF),以考虑化学品混合物的高风险。本文首先反映了 MAF 的概念背景,然后概述了当前利益相关者的立场,以及试图量化 MAF 适当大小的研究。似乎出现了一种共识,即所谓的 MAF 因子并不是一个合适的工具,因为它具有不加区分的性质,甚至会惩罚那些对混合物风险影响很小的化学品。更大的 MAFceiling 系列,特别是 MAFexact,克服了这一局限性,因此被认为是未来的发展方向。
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引用次数: 0
Recent advances of single-cell RNA sequencing in toxicology research: Insight into hepatotoxicity and nephrotoxicity 单细胞 RNA 测序在毒理学研究中的最新进展:深入了解肝毒性和肾毒性
IF 4.6 Pub Date : 2024-01-16 DOI: 10.1016/j.cotox.2024.100462
Junhui Chen , Jiangpeng Wu , Yunmeng Bai , Chuanbin Yang , Jigang Wang

The advanced single-cell RNA sequencing (scRNA-seq) technology enables the measurement of gene expression levels and identification of cell-specific markers in individual cells, and the revealing of cell types, providing valuable insights into cell behavior. ScRNA-seq has emerged as an effective method for detecting rare cell populations, cellular heterogeneity, and cell-to-cell crosstalk under physiology and pathology conditions, thereby advancing the revolution of toxicology research. In this review, we first briefly introduce the concept of hepatotoxicity and nephrotoxicity, along with their underlying mechanisms. We then summarize the single-cell sequencing technology, with an emphasis on single-cell isolation techniques, particularly for the most used droplet-based methods. Finally, we review the recent advances in the application of single-cell RNA sequencing in studying hepatotoxicity and nephrotoxicity. Overall, this review provides a comprehensive understanding of the recent advances in hepatotoxicity and nephrotoxicity studies at a single-cell resolution.

先进的单细胞 RNA 测序(scRNA-seq)技术可测量单个细胞的基因表达水平,识别细胞特异性标记,并揭示细胞类型,为了解细胞行为提供有价值的信息。ScRNA-seq 已成为检测生理和病理条件下稀有细胞群、细胞异质性和细胞间串扰的有效方法,从而推动了毒理学研究的革命。在这篇综述中,我们首先简要介绍了肝毒性和肾毒性的概念及其内在机制。然后,我们总结了单细胞测序技术,重点是单细胞分离技术,尤其是最常用的基于液滴的方法。最后,我们回顾了单细胞 RNA 测序在肝毒性和肾毒性研究中应用的最新进展。总之,本综述全面介绍了单细胞分辨率肝毒性和肾毒性研究的最新进展。
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引用次数: 0
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。
{"title":"Advancing immunotoxicology with single-cell sequencing: Challenges and progress defining mechanisms of arsenic toxicity","authors":"Britton C. Goodale","doi":"10.1016/j.cotox.2024.100461","DOIUrl":"10.1016/j.cotox.2024.100461","url":null,"abstract":"<div><p><span><span>Defining mechanisms of immunotoxicity is complicated by the many cell types that comprise the immune system, their </span>phenotypic heterogeneity, distribution in tissues throughout the body, and complexity of </span><em>in vivo</em><span> interactions. Single-cell RNA-sequencing (scRNA-seq) methods hold promise for determining how chemical exposures alter gene expression and phenotype of individual immune cell<span> 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.</span></span></p></div>","PeriodicalId":93968,"journal":{"name":"Current opinion in toxicology","volume":null,"pages":null},"PeriodicalIF":4.6,"publicationDate":"2024-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139458681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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
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Current opinion in toxicology
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