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Decoding cellular stress states for toxicology using single-cell transcriptomics. 使用单细胞转录组学解码细胞应激状态的毒理学。
Pub Date : 2025-08-26 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100046
Imran Shah, David Gallegos, Brian Robinette, Bryant A Chambers, Dennis J Eastburn, Douglas A Bell, Michelle R Campbell, Suzanne N Martos, Salvatore Camiolo, Kevin S White, Nicole Martin, Gioele Montis, Joel McComb, Bruce Seligmann, Brian N Chorley

We applied the TempO-LINC® platform to generate single-cell transcriptomic (SCTr) profiles of ∼40,000 HepaRG cells exposed to etoposide, brefeldin A, cycloheximide, rotenone, tBHQ, troglitazone, and tunicamycin at three concentrations for 24 hours. SCTr enabled a detailed analysis of adaptive stress response pathways (SRPs), including the unfolded protein response (UPR), oxidative stress response (OSR), heat shock response (HSR), and DNA damage response (DDR). Troglitazone upregulated lipid metabolism genes (PLIN2, ACOX1) along with HSR and UPR activation, with co-expression of DNAJA1, HSP90AA1, and DDIT3 in subsets of cells. Brefeldin A and tunicamycin strongly induced UPR markers (HSPA5, SYVN1, LMF2, PDIA4) in subsets of cells, with some also expressing apoptotic (DDIT3, CASP8) and autophagic (SQSTM1) genes, indicating diverse stress responses. Rotenone activated GDF15, TRIB3, and DDIT3 in a fraction of cells, accompanied by PLIN2 and mild UPR induction, reflecting heterogeneous mitochondrial stress responses. We scored individual cells using literature-derived SRP gene signatures to characterize overall stress phenotypes and clustered them using a generalized Jaccard metric. The clustering revealed five phenotypic groups spanning cell states associated with homeostasis, adaptive responses, terminal outcomes, autophagy, and apoptosis. By systematically analyzing the distributions of cells in different states across treatments, we visualized dynamic shifts in cellular subpopulations responding to chemicals, revealing early stress responses and potential transitions to cell death. Our findings suggest the utility of SCTr in decoding stress states that could provide possible insights into transitions between cellular adaptive and terminal transitions involved in toxicity.

我们使用TempO-LINC®平台生成约40,000个HepaRG细胞在三种浓度下暴露于依托泊苷、brefeldin A、环己亚胺、鱼藤酮、thbhq、曲格列酮和tunicamycin 24小时的单细胞转录组(SCTr)图谱。SCTr能够详细分析适应性应激反应途径(SRPs),包括未折叠蛋白反应(UPR)、氧化应激反应(OSR)、热休克反应(HSR)和DNA损伤反应(DDR)。曲格列酮上调脂质代谢基因(PLIN2、ACOX1),同时激活HSR和UPR,并在细胞亚群中共同表达DNAJA1、HSP90AA1和DDIT3。Brefeldin A和tunicamycin在细胞亚群中强烈诱导UPR标记(HSPA5, SYVN1, LMF2, PDIA4),其中一些还表达凋亡(DDIT3, CASP8)和自噬(SQSTM1)基因,表明不同的应激反应。鱼藤酮在部分细胞中激活GDF15、TRIB3和DDIT3,并伴有PLIN2和轻度UPR诱导,反映了线粒体的异质性应激反应。我们使用文献衍生的SRP基因标记对单个细胞进行评分,以表征总体应激表型,并使用广义的Jaccard度量对它们进行聚类。聚类揭示了五个表型组跨越细胞状态相关的稳态,适应性反应,终末结果,自噬和凋亡。通过系统分析不同处理状态下细胞的分布,我们可视化了细胞亚群对化学物质反应的动态变化,揭示了早期应激反应和细胞死亡的潜在转变。我们的研究结果表明,SCTr在解码应激状态方面的效用,可能为细胞适应性转变和涉及毒性的终端转变之间的转变提供可能的见解。
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引用次数: 0
Investigating the potential mechanism of bisphenols on neurodegeneration through network toxicology and molecular docking. 通过网络毒理学和分子对接研究双酚类物质对神经变性的潜在作用机制。
Pub Date : 2025-08-19 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100044
Hui Liu, Mengyao Tang, Luqiao Che, Jianing Lu, Liping Zhang

This study aims to elucidate the mechanisms underlying bisphenols (BPs)-induced neurodegeneration and their contribution to neurodegenerative diseases. Focusing on four major disorders-Alzheimer's Disease, Parkinson's Disease, Amyotrophic Lateral Sclerosis, and Huntington's Disease-we systematically examined key molecular pathways potentially perturbed by BPs during disease progression. Preliminary toxicological profiling of four representative BPs was conducted using ProTox-3.0, ADMETlab 3.0, and the Xundrug database. Subsequent target identification involved integrated analyses of multiple bioinformatics resources, including CHEMBL and STITCH. Protein-protein interaction networks constructed with STRING and Cytoscape identified core targets such as HSP90AA1, ESR1, BCL2, and PTGS2. Gene Ontology and Kyoto Encyclopedia of Genes and Genomes analyses further revealed critical biological processes, including enzyme binding and heme binding, as well as key pathways associated with BPs neurotoxicity, such as chemical carcinogenesis-receptor activation, chemical carcinogenesis-DNA adducts, and arachidonic acid metabolism. Molecular docking studies demonstrated strong binding affinities between BPs and core targets, supported by low free energy values. Molecular dynamics simulations further validated stable binding conformations and dynamic interactions. Additionally, we analyzed regulatory networks of mRNA-miRNA-lncRNA interactions for core targets. In summary, our findings establish a novel multi-target and multi-pathway framework for BPs-induced neurodegeneration, revealing synergistic effects of pathways including carcinogenic signaling activation and metabolic dysregulation. This study advances understanding of environmental neurotoxicity and provides a foundation for developing preventive strategies against neurodegenerative diseases.

本研究旨在阐明双酚(bp)诱导的神经退行性疾病的机制及其在神经退行性疾病中的作用。针对四种主要疾病——阿尔茨海默病、帕金森病、肌萎缩侧索硬化症和亨廷顿病,我们系统地检查了在疾病进展过程中可能被bp干扰的关键分子途径。采用ProTox-3.0、ADMETlab 3.0和xdrug数据库对4种代表性bp进行初步毒理学分析。随后的靶标鉴定涉及多种生物信息学资源的综合分析,包括CHEMBL和STITCH。由STRING和Cytoscape构建的蛋白相互作用网络鉴定出HSP90AA1、ESR1、BCL2和PTGS2等核心靶点。基因本体和京都基因与基因组百科分析进一步揭示了bp神经毒性的关键生物学过程,包括酶结合和血红素结合,以及化学致癌-受体激活、化学致癌- dna加合物和花生四烯酸代谢等与bp神经毒性相关的关键途径。分子对接研究表明,bp与核心靶点之间具有较强的结合亲和力,这得到了低自由能值的支持。分子动力学模拟进一步验证了稳定的结合构象和动态相互作用。此外,我们分析了核心靶点mRNA-miRNA-lncRNA相互作用的调控网络。总之,我们的研究结果为bp诱导的神经变性建立了一个新的多靶点和多通路框架,揭示了致癌信号激活和代谢失调等途径的协同作用。本研究促进了对环境神经毒性的认识,并为制定预防神经退行性疾病的策略提供了基础。
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引用次数: 0
TOXTRUST: a tool leveraging the Dempster-Shafer Theory for robust integration of NAM results in decision-making considering uncertainty. TOXTRUST:一个利用Dempster-Shafer理论在考虑不确定性的决策中稳健整合不结盟运动结果的工具。
Pub Date : 2025-08-10 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100043
Karolina Kopańska, Adrian Cabrera, Manuel Pastor

In the search for alternatives to replace in vivo studies, the application of assessment frameworks involving New Approach Methodologies (NAMs) often leads to the simultaneous availability of multiple pieces of evidence of different quality. When integrated into defined data structures, combinations of NAMs can generate answers to complex toxicological questions. However, if they are not integrated correctly, a collection of NAM results may produce misleading results that complicate the assessment process or lead to wrong conclusions. To support transparent decision-making in situations in which multiple NAMs are applied to generate results for the same toxicological question, we developed TOXTRUST (www.github.com/phi-grib/TOXTRUST) - an open-source computational tool integrating the mathematical framework of the Dempster-Shafer Theory (DST). In this article, we briefly describe the DST framework for the integration of NAM results to define the scope of its application and data requirements. This is followed by a description of the functionalities and infrastructure of TOXTRUST. Lastly, we illustrate how TOXTRUST can be applied to any endpoint with binary end-results, with a focus on the generation and interpretation of results expressed through probability bounds.

在寻找替代体内研究的方法时,涉及新方法方法(NAMs)的评估框架的应用往往导致同时获得不同质量的多个证据。当集成到已定义的数据结构中时,NAMs的组合可以生成复杂毒理学问题的答案。然而,如果没有正确地整合它们,不结盟运动结果的集合可能会产生误导性的结果,使评估过程复杂化或导致错误的结论。为了支持在多个NAMs应用于同一毒理学问题产生结果的情况下的透明决策,我们开发了TOXTRUST (www.github.com/phi-grib/TOXTRUST)——一个集成了Dempster-Shafer理论(DST)数学框架的开源计算工具。在本文中,我们简要描述了用于集成NAM结果的DST框架,以定义其应用范围和数据需求。接下来是对TOXTRUST的功能和基础结构的描述。最后,我们说明了如何将TOXTRUST应用于任何具有二元最终结果的端点,重点是通过概率界表示的结果的生成和解释。
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引用次数: 0
Exploring the Mechanisms of EDCs-Induced Metabolic Disorders in Humans Using Network Toxicology and Molecular Docking. 利用网络毒理学和分子对接探索edcs诱导的人体代谢紊乱机制。
Pub Date : 2025-08-07 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100041
Min Zhao, Yong Niu, Qian Huang, Wenhua Li

Objective: This study aims to investigate the potential mechanisms by which EDCs, recognized as emerging pollutants, induce metabolic disorders leading to metabolic diseases in humans.

Methods: Network toxicology and molecular docking techniques were employed to elucidate the molecular mechanisms underlying EDCs-induced pathogenesis of the six diseases. Potential targets associated with EDCs and these diseases were identified using databases such as PubChem, ChEMBL, Super-PRED, GeneCards, OMIM, and TTD. STRING analysis and Cytoscape software were further utilized to determine core targets most significantly linked to these metabolic disorders. GO and KEGG pathway enrichment analyses were performed on the core targets using the DAVID database. Finally, molecular docking was conducted to validate the binding affinities between EDCs and core target proteins.

Results: EDCs may potentially induce metabolic disorders by modulating cellular expression, influencing apoptosis and proliferation, and regulating related signaling pathways. Notably, a close interrelationship was observed among lipid metabolism disorders and atherosclerosis, Alzheimer's disease, type 2 diabetes mellitus, osteoporosis, hyperuricemia, and non-alcoholic fatty liver disease.

Conclusion: This study provides novel insights into the mechanisms through which EDCs induce metabolic diseases in humans and highlights correlations among distinct disorders, thereby establishing a theoretical foundation for disease prevention and therapeutic strategies.

目的:本研究旨在探讨EDCs作为一种新兴污染物诱导代谢紊乱导致人类代谢性疾病的潜在机制。方法:采用网络毒理学和分子对接技术,阐明edcs诱导6种疾病发病的分子机制。使用PubChem、ChEMBL、Super-PRED、GeneCards、OMIM和TTD等数据库确定与EDCs和这些疾病相关的潜在靶点。进一步利用STRING分析和Cytoscape软件确定与这些代谢紊乱最显著相关的核心靶点。使用DAVID数据库对核心靶点进行GO和KEGG途径富集分析。最后进行分子对接,验证EDCs与核心靶蛋白的结合亲和力。结果:EDCs可能通过调节细胞表达、影响细胞凋亡和增殖、调节相关信号通路等途径诱导代谢紊乱。值得注意的是,脂质代谢紊乱与动脉粥样硬化、阿尔茨海默病、2型糖尿病、骨质疏松症、高尿酸血症和非酒精性脂肪肝密切相关。结论:本研究为EDCs诱导人类代谢性疾病的机制提供了新的见解,并突出了不同疾病之间的相关性,从而为疾病的预防和治疗策略奠定了理论基础。
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引用次数: 0
A survey to evaluate animal methods bias experienced by India-based researchers in the peer review of manuscripts and grant applications. 一项评估印度科学家在同行评议手稿和资助申请时所经历的动物方法偏见的调查。
Pub Date : 2025-08-06 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100042
Surat Parvatam, Karishma Kaushik, Kasturi Mahadik, Goutami Nayak, Tejaswini Dhurde, Francesca Pistollato, Helder Constantino, Bipasha Gautam, Harshita Mittal, Catharine E Krebs

While peer review during manuscript or grant application forms the cornerstone of scientific evaluation and assessment, this process is also prone to biases and confounding. Animal methods bias is a specific form of peer review bias where a preference for animal-based research methods or a lack of expertise in nonanimal-based methods undermines the quality and fairness of assessments of nonanimal studies. In this study, we conducted a survey to assess the challenges and experiences of researchers in India to publish peer-reviewed publications and apply for grants based on projects using nonanimal methods. A cross-sectional survey with 19 questions was completed by 186 respondents working in various biological fields in India. Decision logic was used to route respondents through the survey, which led to varying number of responses per question. Fifty-six per cent of respondents (39 out of 70) said they have been asked by manuscript reviewers to add animal experiments to their otherwise nonanimal-based studies. Respondents reported complying to 24 % of these requests on average. Respondents indicated the primary impacts of requests for additional experiments were publishing in lower impact factor journals and manuscript rejection. In addition, 57 % (47 of 83 respondents) felt that the lack of animal experiments in their grant proposal negatively influenced its evaluation. Respondents were also asked about key factors influencing their use of animal and nonanimal methods, which revealed that some perceived animal methods as necessary to validate nonanimal methods and as more reliable for mimicking biological complexity, while others perceived nonanimal methods as more physiologically relevant and practically advantageous. This survey provides preliminary evidence of animal methods bias experiences during publishing and funding peer review faced by Indian researchers.

论文或基金申请过程中的同行评议是科学评价和评估的基石,但这一过程也容易产生偏见和混淆。动物方法偏倚是一种特殊形式的同行评审偏倚,即对动物研究方法的偏好或缺乏非动物研究方法的专业知识会损害非动物研究评估的质量和公平性。在这项研究中,我们进行了一项调查,以评估印度研究人员发表同行评议出版物和基于使用非动物方法的项目申请资助的挑战和经验。一项有19个问题的横断面调查由186名在印度不同生物领域工作的受访者完成。决策逻辑被用来引导受访者通过调查,这导致每个问题的回答数量不同。56%的受访者(70人中有39人)表示,他们曾被手稿审稿人要求在他们的非动物研究中添加动物实验。受访者表示,他们平均答应了24%的请求。受访者指出,要求进行额外实验的主要影响是在影响因子较低的期刊上发表论文和论文被拒。此外,57%(83名受访者中的47人)认为,他们的拨款提案中缺乏动物实验对其评估产生了负面影响。受访者还被问及影响其使用动物和非动物方法的关键因素,结果显示,一些人认为动物方法对于验证非动物方法是必要的,并且在模拟生物复杂性方面更可靠,而另一些人则认为非动物方法在生理学上更相关,在实践上更有利。这项调查提供了印度研究人员在发表和资助同行评议中面临的动物方法偏见经验的初步证据。
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引用次数: 0
Effect of Clostridium perfringens type D toxin on Caenorhabditis elegans. 产气荚膜梭菌D型毒素对秀丽隐杆线虫的影响。
Pub Date : 2025-07-29 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100038
Ana María Delia Pereyra, Ximena Blanco Crivelli, Mariana Sanin, Adriana Bentancor, Cecilia Cundon

The search for an alternative in vivo diagnostic method for Clostridium perfringens toxinotype D (CPD) aimed to evaluate the susceptibility of the nematode Caenorhabditis elegans CF512 CPD as a substitute for conventional biological models. The LD50 of the activated filtrate from CPD strain 426 was determined using a 96-well plate method over 23 h. We performed seroneutralization test with polyclonal anti-CPD toxin to determine the ND50. We observed significant differences between the toxin as the only factor and the toxin combined with polyclonal antibodies between 11 and 14 h after the test began. The evaluation of CPD toxin toxicity, as indicated by the survival or death of the nematode, suggests the potential utility of this model for future diagnostic applications. Although these initial findings provide insight into the CPD toxin's effect in this model, other toxins in the filtrate caused delayed effects. Future investigations employing purified toxins are expected to yield more precise data regarding mortality and neutralization. This study constitutes the inaugural evaluation of CPD effects within the C. elegans model, thereby offering direct implications for the biological diagnosis of this toxin and potentially enhancing the accuracy and efficacy of enterotoxemia detection and treatment.

为了评估秀丽隐杆线虫(Caenorhabditis elegans CF512 CPD)对产气荚膜梭菌毒素D型(CPD)的敏感性,寻找一种替代传统生物学模型的体内诊断方法。采用96孔板法测定菌株426活化滤液23 h的LD50。采用抗CPD多克隆毒素血清中和试验测定ND50。我们观察到,在测试开始后11和14小时,毒素作为唯一因素与毒素联合多克隆抗体之间存在显著差异。通过线虫的存活或死亡来评估CPD毒素的毒性,表明该模型在未来的诊断应用中具有潜在的实用性。尽管这些初步发现为CPD毒素在该模型中的作用提供了见解,但滤液中的其他毒素引起了延迟效应。使用纯化毒素的未来调查预计将产生关于死亡率和中和的更精确的数据。本研究首次对秀丽隐线虫模型中的CPD效应进行了评估,从而为该毒素的生物学诊断提供了直接意义,并有可能提高肠毒血症检测和治疗的准确性和有效性。
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引用次数: 0
Botulinum neurotoxin: Tracking the transition from lethal dose to in vitro models. 肉毒杆菌神经毒素:追踪从致死剂量到体外模型的转变。
Pub Date : 2025-07-17 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100040
Justine C Watkins, Jordi Middelkoop, Katy Taylor, Dilyana Filipova, Thomas Hartung, Ingrid Visseren-Hamakers, Merel Ritskes-Hoitinga, Daniela Salvatori

Botulinum neurotoxin (BoNT), commonly referred to as 'Botox', is widely used in medical and aesthetic applications across the globe. As a biological product, BoNT requires rigorous batch potency testing to ensure safety, and is currently reliant on the ethically and scientifically contentious Mouse Lethality Bioassay (MLB). Despite severe suffering of the mice, the reproducibility crisis, and translatability issues of this Lethal Dose (LD50) test, its use persists due to regulatory inertia and other systemic barriers. Recent advancements in new approach methodologies (NAMs), particularly cell-based assays (CBAs), offer promising non-animal alternatives for regulatory potency testing. This paper seeks to provide an update on the transition to non-animal NAMs with a primary focus on Europe as a key player in the production of BoNT products. Namely, it describes the (accepted) alternatives to the MLB, the distribution of BoNT products and use of mice in the European Union and United Kingdom, and attempts to understand the number of mice used per year for BoNT alone, by analyzing Non-Technical Summaries (NTSs) from known testing facilities across the UK, Germany, and Ireland. This paper synthesizes findings from publicly available resources to provide actionable insights into overcoming barriers to implementing ethical and scientifically robust alternatives for regulatory testing of BoNT products. Based on NTS data, the MLB has likely ceased in Germany but persists in the UK and Ireland. Our findings show that even when companies have developed CBAs, MLB use may continue for various factors such as testing for reference standards, comparability testing/validation of CBAs, a lack of universal alternatives, and compliance with regulations for market authorizations of new BoNT products. Finally, predicting the number of mice used for BoNT potency testing was strikingly difficult, especially given the severity of the LD50 test, demonstrating the need for greater transparency in actual animal use for (severe) procedures and the limited applicability of public data to predict actual animal use for more specific research questions.

肉毒杆菌神经毒素(BoNT),通常被称为“肉毒杆菌”,在全球范围内广泛用于医疗和美容应用。作为一种生物制品,BoNT需要严格的批量效价检测以确保安全性,目前依赖于在伦理和科学上有争议的小鼠致死性生物测定(MLB)。尽管这种致死剂量(LD50)试验给小鼠带来了严重的痛苦、可重复性危机和可翻译性问题,但由于监管惰性和其他系统性障碍,它的使用仍在继续。新方法方法(NAMs)的最新进展,特别是基于细胞的测定(cba),为监管效价检测提供了有希望的非动物替代方法。本文旨在提供向非动物名称过渡的最新情况,主要关注欧洲作为BoNT产品生产的关键参与者。也就是说,它描述了MLB的(可接受的)替代品,BoNT产品的分布以及在欧盟和英国的小鼠使用情况,并试图通过分析来自英国,德国和爱尔兰已知测试设施的非技术摘要(nts)来了解每年仅用于BoNT的小鼠数量。本文综合了来自公开资源的发现,为克服实施BoNT产品监管测试的道德和科学可靠替代方案的障碍提供了可行的见解。根据NTS的数据,美国职业棒球大联盟在德国可能已经停止,但在英国和爱尔兰仍然存在。我们的研究结果表明,即使公司已经开发了cba, MLB的使用也可能会因为各种因素而继续,例如参考标准的测试、cba的可比性测试/验证、缺乏通用替代品,以及遵守新BoNT产品的市场授权法规。最后,预测用于BoNT效价测试的小鼠数量非常困难,特别是考虑到LD50测试的严重性,这表明(严格)程序的实际动物使用需要更大的透明度,以及公共数据在预测更具体研究问题的实际动物使用方面的有限适用性。
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引用次数: 0
A cryopreserved and in vivo-in vitro validated human induced pluripotent stem cell blood-brain barrier model for reliable neurotoxicity assessment. 冷冻保存和体内体外验证的人诱导多能干细胞血脑屏障模型用于可靠的神经毒性评估。
Pub Date : 2025-07-17 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100039
Paul Kurtenbach, Sam Thilmany, Maria Hahn, Heidrun Ellinger-Ziegelbauer, Andreas Thomas, Marc Lamshöft, Mario Thevis

Brain exposure to toxic agents is a key condition for neurotoxicity hazards in the human central nervous system (CNS). Therefore, reliable prediction of brain penetration is needed to confirm the toxicological safety of compounds to be developed. However, current regulatory risk assessments of neurotoxicity are mainly performed in rodents, which entail several critical issues associated with animal studies. Consequently, authorities worldwide have highlighted the importance of harmonized, human-relevant new approach methodologies (NAMs) such as human induced pluripotent stem cell (hiPSC)-derived models to estimate substrate permeabilities concerning the blood-brain barrier (BBB). This study aimed to redesign a commercially available human BBB model and permeability testing method for future regulatory neurotoxicity studies, considering the in vivo architecture and functionality as well as potential for standardization and higher throughput. Model validation should be achieved by correlation of in vitro permeability to human clinical positron emission tomography (PET) data to enable reliable prediction of in vivo brain penetration. Accordingly, cryopreserved hiPSC-derived BBB models were set up within five days in 96-transwells®, quality-controlled for in vivo barrier properties and exposed to seven pharmaceuticals analogously to clinical PET studies (exposure concentrations: 5 µM to 10 µM for 60 min). The results indicated that the redesigned in vitro permeability assessment model allows to emulate human in vivo brain penetration (Spearman rank correlation coefficient: 0.964). This suggests that utilizing novel commercially available, cryopreserved hiPSC-derived BBB cells could be an important starting point for a standardizable NAMs application to be implemented in regulatory neurotoxicity hazard assessment.

脑接触有毒物质是人类中枢神经系统(CNS)发生神经毒性危害的关键条件。因此,需要可靠的脑穿透预测来确认待开发化合物的毒理学安全性。然而,目前对神经毒性的监管风险评估主要是在啮齿动物中进行的,这涉及到与动物研究相关的几个关键问题。因此,世界各地的权威机构都强调了统一的、与人类相关的新方法方法(NAMs)的重要性,如人类诱导多能干细胞(hiPSC)衍生模型,以估计有关血脑屏障(BBB)的底物通透性。考虑到血脑屏障的体内结构和功能,以及标准化和更高通量的潜力,本研究旨在重新设计一种商业上可用的人类血脑屏障模型和渗透性测试方法,用于未来的调节性神经毒性研究。模型验证应该通过体外渗透率与人类临床正电子发射断层扫描(PET)数据的相关性来实现,从而能够可靠地预测体内脑渗透。因此,在96-transwells®中低温保存的hipsc衍生的BBB模型在5天内建立,对体内屏障特性进行质量控制,并暴露于7种类似于临床PET研究的药物中(暴露浓度:5µM至10µM, 60分钟)。结果表明,重新设计的体外渗透性评估模型可以模拟人体内脑渗透(Spearman秩相关系数:0.964)。这表明,利用新的商业上可用的、冷冻保存的hipsc衍生的血脑屏障细胞可能是标准化NAMs应用于调节性神经毒性危害评估的一个重要起点。
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引用次数: 0
ctxR: Utilities for interacting with the CTX APIs. ctxR:用于与CTX api交互的实用程序。
Pub Date : 2025-07-16 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100031
Paul M Kruse, Caroline L Ring, Katie Paul Friedman, Madison Feshuk, Jason Brown, Carter Thunes, Asif Rashid

A new R package, ctxR, is presented. ctxR is an open-source R Client package used to interact with the Computational Toxicology and Exposure Application Programming Interfaces (CTX APIs) in R. The CTX APIs were developed by the US EPA's Center for Computational Toxicology and Exposure, and provide users transparent, reproducible access in a programmatic manner to the data surfaced on the CompTox Chemicals Dashboard (CCD) and other data sources. The utility of this package is demonstrated through a case study that compares traditional Points of Departure (PODs) and PODs based on New Approach Methods (NAMs), referred to as PODNAM, relative to estimates of external exposure as an indicator of level of risk. This analysis combines a wide variety of data and showcases the power of programmatic data access that ctxR can provide to the scientific community.

提出了一个新的R包ctxR。ctxR是一个开源的R客户端包,用于与R中的计算毒理学和暴露应用程序编程接口(CTX api)交互。CTX api由美国环保署计算毒理学和暴露中心开发,并以编程方式为用户提供透明,可重复的访问CompTox化学仪表板(CCD)和其他数据源上的数据。通过一个案例研究,比较了传统的出发点(PODs)和基于新方法(NAMs)的出发点(称为PODNAM),以及作为风险水平指标的外部暴露估计,证明了该方案的实用性。该分析结合了各种各样的数据,并展示了ctxR可以为科学界提供的程序化数据访问的强大功能。
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引用次数: 0
QSAR, molecular docking, molecular dynamics and DFT-based design of novel Quinoline-2-yl (piperazin-1-yl) inhibitors of hepatitis C virus. 新型丙型肝炎病毒喹啉-2-基(哌嗪-1-基)抑制剂的QSAR、分子对接、分子动力学和基于dft的设计
Pub Date : 2025-07-11 eCollection Date: 2025-01-01 DOI: 10.1016/j.namjnl.2025.100037
Abubakar Sadiq Bello, A Uzairu, G A Shallangwa, A Ibrahim, Mujeeb Khan, M T Ibrahim

Liver cirrhosis and hepatocellular cancer are brought on by the hepatitis C virus (HCV). Since the virus's discovery, significant therapeutic advancements have been made. Recent studies have demonstrated the growing importance of plant compounds in the creation of novel, efficient, and reasonably priced anti-Hepatitis C virus therapies. The present study involved a thorough analysis of 35 Quinoline-2-yl (piperazin-1-yl) compounds. These compounds were computationally analyzed using in-silico methods like 2D-3D QSAR modeling and molecular docking, and their results were verified through the use of Density Functional Theory (DFT) calculations and ADMET characteristics assessment. The inhibitors were optimized using DFT based on a notion of B3LYP/6-31G* levels. The genetic function algorithm (GFA) was utilized to create the QSAR models. The best model was chosen based on its statistical fitness using the subsequent measurement parameters: R2trng = 0.8328, R2adj = 0.798036, Q2cv = 0.765153, and R2test = 0.6510 led to its selection and publication. A reliable 2D QSAR model was constructed and validated using an external validation test set, Y-randomization, variance inflation factor (VIF), mean effect (MF), and William's plot applicability domain (AD). The virtual screening of the compounds under study revealed that compound 29 was the top hit, with the highest mole dock score of -144.45 kcal/mol. A structure-based method was used to create six novel compounds with a higher affinity (SFBD3 -152.299 kcal/mol) for the NS5B polymerase. The food drug administration (FDA) drug Rib/Pig (-111.095 kcal/mol) has lower mole dock scores than the newly created compounds. Molecular dynamics (MD) simulations evaluated the binding stability and dynamic behavior of compounds 29 and SFD B3 with HCV NS5B polymerase (PDB ID: 3QK7) over 100 ns, using Desmond. Analyses of RMSD, RMSF, and hydrogen bonding revealed stable binding for both compounds. SFD B3 demonstrated superior stability (avg RMSD 1.92 Å, 2.91 H-bonds) compared to compound 29 (avg RMSD 2.32 Å, 0.94 H-bonds), indicating more favorable interaction dynamics within the NS5B active site. According to the synthetic accessibility score, the newly discovered compounds may be readily made in a wet lab, have excellent pharmacokinetic profiles, and have a bioavailability score of 0.55 based on the anticipated drug-likeness and ADMET properties. As potential Hepatitis C viral agents, the created molecule SFBD3, which is stable, has a higher affinity, and has the best pharmacokinetic characteristics, ought to be made in a wet lab.

肝硬化和肝细胞癌是由丙型肝炎病毒(HCV)引起的。自从这种病毒被发现以来,治疗已经取得了重大进展。最近的研究表明,植物化合物在创造新的、有效的、价格合理的抗丙型肝炎病毒疗法方面越来越重要。本研究对35种喹啉-2-基(哌嗪-1-基)化合物进行了全面分析。利用2D-3D QSAR建模和分子对接等计算机方法对这些化合物进行了计算分析,并通过密度泛函理论(DFT)计算和ADMET特性评估对结果进行了验证。基于B3LYP/6-31G*水平的概念,使用DFT对抑制剂进行优化。利用遗传函数算法(GFA)建立QSAR模型。利用后续的测量参数,根据其统计适应度选择最佳模型:R2trng = 0.8328, R2adj = 0.798036, Q2cv = 0.765153, R2test = 0.6510,从而选择并发表。构建了可靠的二维QSAR模型,并使用外部验证测试集、y随机化、方差膨胀因子(VIF)、平均效应(MF)和William’s plot适用性域(AD)对其进行了验证。对所研究化合物进行虚拟筛选,发现化合物29是最受欢迎的化合物,其摩尔dock得分最高,为-144.45 kcal/mol。利用基于结构的方法合成了6个对NS5B聚合酶具有较高亲和力(SFBD3 -152.299 kcal/mol)的新化合物。美国食品药品监督管理局(FDA)的药物Rib/Pig (-111.095 kcal/mol)的摩尔码头评分低于新化合物。分子动力学(MD)模拟评价了化合物29和SFD B3与HCV NS5B聚合酶(PDB ID: 3QK7)在100 ns内的结合稳定性和动力学行为。RMSD、RMSF和氢键分析显示这两种化合物的结合稳定。与化合物29(平均RMSD 2.32 Å, 0.94氢键)相比,SFD B3表现出更好的稳定性(平均RMSD 1.92 Å, 2.91氢键),表明NS5B活性位点内更有利的相互作用动力学。根据合成可及性评分,新发现的化合物可以很容易地在潮湿的实验室中制备,具有良好的药代动力学特征,基于预期的药物相似性和ADMET特性,生物利用度评分为0.55。作为潜在的丙型肝炎病毒制剂,所制备的SFBD3分子稳定,具有较高的亲和力,并且具有最佳的药代动力学特征,应该在潮湿的实验室中制备。
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引用次数: 0
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