Toxicogenomics

毒物基因组学
  • 文章类型: Journal Article
    污染物对co足类的影响。它的分子反应是最少探索的,尽管它们在水生环境中的丰富和在无脊椎动物中占主导地位。在目前的调查中,刚性Dioithona,一种摆线浮游动物,用硒纳米颗粒(SeNPs)处理以确定相关的生化变化,并使用转录组学分析记录慢性暴露效应。结果发现,SeNPs具有急性毒性,致死剂量为140.9mg/L的50%。co足类的从头组装转录组包含81,814个转录本,随后对生物过程进行了注释(23,378),细胞成分(21,414),和分子功能(31,015)。表达的转录物与处理的样品的比较显示,总共186个转录物基因在硬毛虫处理(对照和SeNP)中差异表达。显著下调的基因编码DNA修复,DNA模板化DNA复制,DNA整合,氧化还原酶活性和跨膜转运。同样,在蛋白磷酸酶结合和膜复极化的调节中观察到显着的上调。了解SeNPs对co足类的影响不仅对水生生态系统健康而且对人类健康至关重要。因为这些生物在海洋食物网中发挥关键作用,最终影响人类食用的鱼。通过阐明SeNPs的分子反应和潜在的毒理学效应,这项研究为风险评估和监管政策提供了关键见解,确保海产品的安全,保护人类健康免受纳米颗粒污染的意外后果。
    硬质Dioithona中的毒性分析是首次作为co足类模型用于分析营养级金属毒性的饮食固定。由于这种co足类是海洋生态系统中由鱼类和甲壳类幼虫喂养的主要浮游动物,对这种co足类的毒性分析将使我们对营养级食物转移有更多的了解。据我们所知,这是第一项选择为这种co足类动物构建从头转录组管道的研究,用硒纳米颗粒处理。这项工作的有效性可以进一步外推以评估其他金属纳米颗粒在该模型生物中的作用。尽管海洋生态系统中的硒毒性是一个既定的部门,通过我们的生化分析和组学相结合的方法,已经研究了硒在生殖适应性和分子变化中的毒性的坚实框架和综合见解。本研究选择在新的co足类模型和组学方法的意义上寻求可靠的替代方法来分析海洋生态系统中相关的金属纳米颗粒毒性。
    The impact of contaminants on Copepod sp. and its molecular response is least explored, despite their abundance and dominance among invertebrates in aquatic environments. In the present investigation, Dioithona rigida, a cyclopoid zooplankton, was treated with selenium nanoparticles (SeNPs) to determine the associated biochemical changes, and the chronic exposure effects were recorded using transcriptomic analysis. It was found that, SeNPs were acutely toxic with a lethal dose 50% of 140.9 mg/L. The de novo assembled transcriptome of the copepod comprised 81,814 transcripts, which underwent subsequent annotations to biological processes (23,378), cellular components (21,414), and molecular functions (31,015). Comparison of the expressed transcripts against the treated sample showed that a total of 186 transcript genes were differentially expressed among the D. rigida treatments (control and SeNPs). The significant downregulated genes are coding for DNA repair, DNA-templated DNA replication, DNA integration, oxidoreductase activity and transmembrane transport. Similarly, significant upregulations were observed in protein phosphatase binding and regulation of membrane repolarization. Understanding the impact of SeNPs on copepods is crucial not only for aquatic ecosystem health but also for human health, as these organisms play a key role in marine food webs, ultimately affecting the fish consumed by humans. By elucidating the molecular responses and potential toxicological effects of SeNPs, this study provides key insights for risk assessments and regulatory policies, ensuring the safety of seafood and protecting human health from the unintended consequences of nanoparticle pollution.
    The toxicity analysis in Dioithona rigida is the first of its kind as a copepod model for analysis on dietary fixation of metal toxicity at the trophic level. Since this copepod is a major zooplankton fed by fish and crustacean larvae in marine ecosystems, the toxicity analysis on this copepod will give us more insights of the trophic-level food transfer. As far as our knowledge, this is the first study that opted to construct the de novo transcriptomic pipeline for this copepod, treated with selenium nanoparticles. The effectiveness of this work may be further extrapolated to assess the effect of other metal nanoparticles in this model organism. Although the selenium toxicity in marine ecosystem is an established sector, through our combined approach of biochemical analysis and omics approach, the solid framework and comprehensive insight of the selenium toxicity in reproductive fitness and molecular changes has been studied. This study chose to seek a reliable alternative in the sense of new copepod model and omics approach to analyse the relevant metal nanoparticle toxicity in the marine ecosystem.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    2,3,7,8-四氯二苯并对二恶英(TCDD)是一种持久性环境污染物,可破坏肝功能,导致脂肪变性肝病(SLD)样病理,比如脂肪变性,脂肪性肝炎,和纤维化。这些作用是由基因表达变化后的芳烃受体介导的。尽管涉及多种细胞类型,基因表达的初始细胞特异性变化尚未报道。在这项研究中,在接受30µg/kgTCDD的雄性C57BL/6小鼠中,使用单核RNA测序检查了肝细胞类型中的差异基因表达。确定了十种肝细胞类型,大多数细胞类型的比例保持不变,除了嗜中性粒细胞在72小时时增加。基因表达表明TCDD诱导的与肝细胞中氧化应激相关的基因早在2小时。巨噬细胞,B细胞,T细胞,以诱导与脂质转运相关的基因为特征,类固醇激素生物合成,和β-氧化的抑制,而亚油酸代谢在肝星状细胞(HSC)中发生改变,B细胞,门静脉成纤维细胞,和浆细胞样树突状细胞。促纤维化过程也得到了丰富,包括HSC中的诱导视黄醇代谢基因和肝细胞中抗纤维化基因的早期诱导,内皮细胞,HSC,和巨噬细胞。肝细胞也有与肝细胞癌一致的基因表达变化。总的来说,这些发现强调了TCDD在启动SLD样表型中的作用,并确定了与氧化应激相关的细胞特异性基因表达变化,脂肪变性,纤维化,细胞增殖和肝癌的发展。
    2,3,7,8-Tetrachlorodibenzo-p-dioxin (TCDD) is a persistent environmental contaminant that disrupts hepatic function leading to steatotic liver disease (SLD)-like pathologies, such as steatosis, steatohepatitis, and fibrosis. These effects are mediated by the aryl hydrocarbon receptor following changes in gene expression. Although diverse cell types are involved, initial cell-specific changes in gene expression have not been reported. In this study, differential gene expression in hepatic cell types was examined in male C57BL/6 mice gavaged with 30 µg/kg of TCDD using single-nuclei RNA-sequencing. Ten liver cell types were identified with the proportions of most cell types remaining unchanged, except for neutrophils which increased at 72 h. Gene expression suggests TCDD induced genes related to oxidative stress in hepatocytes as early as 2 h. Lipid homeostasis was disrupted in hepatocytes, macrophages, B cells, and T cells, characterized by the induction of genes associated with lipid transport, steroid hormone biosynthesis, and the suppression of β-oxidation, while linoleic acid metabolism was altered in hepatic stellate cells (HSCs), B cells, portal fibroblasts, and plasmacytoid dendritic cells. Pro-fibrogenic processes were also enriched, including the induction retinol metabolism genes in HSCs and the early induction of anti-fibrolysis genes in hepatocytes, endothelial cells, HSCs, and macrophages. Hepatocytes also had gene expression changes consistent with hepatocellular carcinoma. Collectively, these findings underscore the effects of TCDD in initiating SLD-like phenotypes and identified cell-specific gene expression changes related to oxidative stress, steatosis, fibrosis, cell proliferation and the development of HCC.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    双酚A(BPA),一种广泛用于生产塑料和环氧树脂的化学品,由于其与不利的健康影响相关,已经引起了极大的关注,特别是它的内分泌干扰特性。旨在减少人类接触双酚A的监管措施导致了各种消费品和工业产品中使用的替代化学品的扩散。虽然这些替代品有助于减少BPA暴露,人们对它们作为令人遗憾的替代品的安全性和潜在毒性感到担忧。以前的努力已经证明,体外高通量转录组学(HTTr)研究可用于评估BPA替代品的内分泌干扰潜力。与传统啮齿动物研究的POD相比,这种策略产生的转录组学出发点(tPOD)可以保护人类健康。在这项研究中,我们使用体外HTTr评估了11种与BPA结构相似的数据缺乏的传统化学物质的毒性潜力。将人乳腺癌MCF-7细胞暴露于浓度范围为0.1-25μM的BPA和11种替代物以评估毒性。对全局转录组变化和先前表征的雌激素受体α(ERα)转录组生物标志物签名的分析显示,相对于对照,11种化学物质中有9种改变了基因表达。其中一种化学物质(2,4'-双酚A)以与BPA相同的浓度激活ERα生物标志物(即,4,4'-BPA),但被认为更有效,因为它在较低浓度下诱导了全局转录组变化。这些结果解决了数据差距,以支持正在进行的筛查评估,以确定具有潜在危险的双酚A替代品,并帮助确定可能作为更安全替代品的潜在候选者。
    Bisphenol A (BPA), a widely used chemical in the production of plastics and epoxy resins, has garnered significant attention due to its association with adverse health effects, particularly its endocrine-disrupting properties. Regulatory measures aimed at reducing human exposure to BPA have led to a proliferation of alternative chemicals used in various consumer and industrial products. While these alternatives serve to reduce BPA exposure, concerns have arisen regarding their safety and potential toxicity as regrettable substitutes. Previous efforts have demonstrated that in vitro high-throughput transcriptomics (HTTr) studies can be used to assess the endocrine-disrupting potential of BPA alternatives, and this strategy produces transcriptomic points-of-departure (tPODs) that are protective of human health when compared to the PODs from traditional rodent studies. In this study, we used in vitro HTTr to assess the potential for toxicity of eleven data-poor legacy chemicals sharing structural similarities to BPA. Human breast cancer MCF-7 cells were exposed to BPA and 11 alternatives at concentrations ranging from 0.1 to 25 μM to assess toxicity. Analysis of global transcriptomic changes and a previously characterized estrogen receptor alpha (ERα) transcriptomic biomarker signature revealed that 9 of 11 chemicals altered gene expression relative to controls. One of the chemicals (2,4\'-Bisphenol A) activated the ERα biomarker at the same concentration as BPA (i.e., 4,4\'-BPA) but was deemed to be more potent as it induced global transcriptomic changes at lower concentrations. These results address data gaps in support of ongoing screening assessments to identify BPA alternatives with hazard potential and help to identify potential candidates that may serve as safer alternatives.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    邻苯二甲酸二(乙基己基)酯(DEHP)是一种普遍存在的环境污染物,人类通过多种途径暴露于其中。该物质的人体健康风险评估最近已经更新,关注生殖毒性,包括DEHP,在被归类为致癌的化学品清单中,诱变,或对生殖有毒(CMR)。此外,基于其在啮齿动物中的致癌性,DEHP也被定义为可能并且可能对人类致癌。然而,DEHP的作用机制及其在人类中的相关性尚不清楚。啮齿动物数据表明DEHP通过与多个分子信号相关的非基因毒性机制诱导癌症。包括PPARα激活,脂肪酸代谢的扰动,诱导细胞增殖,细胞凋亡减少,活性氧的产生,和氧化应激。根据DEHP毒理学数据集,已经使用不同的方案和细胞模型进行了几种体外细胞转化试验,以产生不同的结果。本研究旨在通过在标准细胞转化试验中使用A31-1-1BALB/c-3T3细胞系来评估DEHP的致癌潜力。此外,进行转录组学分析以探索分子反应并鉴定受影响的毒理学途径。尽管DEHP处理在BALB/c-3T3细胞中没有诱导转化,转录组学结果揭示了与DEHP代谢相关的几种途径的显着调节,与全身代谢相关的组织特异性功能,和具有多效性结果的基础细胞信号传导。在这些信号通路中,细胞调节信号通路的调节,比如Notch,Wnt,和TGF-β,可以突出显示。在代谢和神经生理学中具有双重功能的此类基因和途径的更特异性调节是众所周知的串扰的基础,这可能对DEHP的作用机制至关重要。我们的发现提供了证据来支持这样的观点,即这些模型在最大程度地减少使用动物试验进行毒性评估方面是有效的。
    Di(ethylhexyl) phthalate (DEHP) is a ubiquitous environmental contaminant to which humans are exposed via multiple routes. Human health risk assessments for this substance have recently been updated, focusing on reproductive toxicity, including DEHP, in the list of chemicals classified as carcinogenic, mutagenic, or toxic to reproduction (CMR). Moreover, DEHP has also been defined as probably and possibly carcinogenic to humans based on its carcinogenicity in rodents. However, the mechanism of action of DEHP and its relevance in humans remain unclear. Rodent data suggests that DEHP induces cancer through non-genotoxic mechanisms related to multiple molecular signals, including PPARα activation, perturbation of fatty acid metabolism, induction of cell proliferation, decreased apoptosis, production of reactive oxygen species, and oxidative stress. According to the DEHP toxicological dataset, several in vitro cell transformation assays have been performed using different protocols and cellular models to produce different results. This study aimed to evaluate the carcinogenic potential of DEHP by using the A31-1-1 BALB/c-3T3 cell line in a standard cell transformation assay. Additionally, transcriptomic analysis was performed to explore the molecular responses and identify the affected toxicological pathways. Although DEHP treatment did not induce transformation in BALB/c-3T3 cells, the transcriptomic results revealed significant modulation of several pathways associated with DEHP metabolism, tissue-specific functions related to systemic metabolism, and basal cellular signaling with pleiotropic outcomes. Among these signaling pathways, modulation of cell-regulating signaling pathways, such as Notch, Wnt, and TGF-β, can be highlighted. More specific modulation of such genes and pathways with double functions in metabolism and neurophysiology underlies the well-known crosstalk that may be crucial for the mechanism of action of DEHP. Our findings offer evidence to support the notion that these models are effective in minimizing the use of animal testing for toxicity assessment.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    塑料是大气中广泛存在的污染物,由于陆地和水生生态系统的广泛使用和环境持久性。塑料添加剂,故意添加以实现塑料的特定功能,塑料降解后渗入环境,对生态和人类健康构成相当大的风险。关于塑料添加剂在整个塑料生命周期中的存在的知识有限,阻碍了它们的有效监管,从而给产品安全带来风险。在这项研究中,我们利用不良结局通路(AOP)框架来了解塑料添加剂诱导毒性的潜在机制.我们首先从塑料中记录的化学品中确定了6470种塑料添加剂的详尽清单。接下来,我们利用来自五个暴露组相关资源的异质毒物基因组学和生物学终点数据,并确定了AOP-Wiki中1287种塑料添加剂与322种完整且高质量的AOPs之间的关联。基于这些塑料添加剂-AOP协会,我们构建了一个以压力源为中心的AOP网络,其中压力源被分为10个优先使用部门,AOPs与27种疾病类别相关。我们可视化了每种1287塑料添加剂的塑料添加剂-AOP网络,并在专门的网站上提供:https://cb。imsc.res.在/香肠添加剂/。最后,我们通过识别与苯并[a]芘(B[a]P)相关的高度相关的AOPs,展示了构建的塑料添加剂-AOP网络的实用性,双酚A(BPA),和邻苯二甲酸二(2-乙基己基)酯(DEHP),探索了人类和水生物种的相关毒性途径。总的来说,构建的塑料添加剂-AOP网络将协助塑料添加剂的监管风险评估,从而促进塑料的无毒循环经济。
    Plastics are widespread pollutants found in atmospheric, terrestrial and aquatic ecosystems due to their extensive usage and environmental persistence. Plastic additives, that are intentionally added to achieve specific functionality in plastics, leach into the environment upon plastic degradation and pose considerable risk to ecological and human health. Limited knowledge concerning the presence of plastic additives throughout plastic life cycle has hindered their effective regulation, thereby posing risks to product safety. In this study, we leveraged the adverse outcome pathway (AOP) framework to understand the mechanisms underlying plastic additives-induced toxicities. We first identified an exhaustive list of 6470 plastic additives from chemicals documented in plastics. Next, we leveraged heterogenous toxicogenomics and biological endpoints data from five exposome-relevant resources, and identified associations between 1287 plastic additives and 322 complete and high quality AOPs within AOP-Wiki. Based on these plastic additive-AOP associations, we constructed a stressor-centric AOP network, wherein the stressors are categorized into ten priority use sectors and AOPs are linked to 27 disease categories. We visualized the plastic additives-AOP network for each of the 1287 plastic additives and made them available in a dedicated website: https://cb.imsc.res.in/saopadditives/ . Finally, we showed the utility of the constructed plastic additives-AOP network by identifying highly relevant AOPs associated with benzo[a]pyrene (B[a]P), bisphenol A (BPA), and bis(2-ethylhexyl) phthalate (DEHP) and thereafter, explored the associated toxicity pathways in humans and aquatic species. Overall, the constructed plastic additives-AOP network will assist regulatory risk assessment of plastic additives, thereby contributing towards a toxic-free circular economy for plastics.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    利用体外(细胞)技术,像细胞绘画和转录组学,可以为发现过程中的农药候选物分类和选择提供强大的工具。然而,使用这些模型会产生挑战,将体外浓度转化为相应的体内暴露。基于生理的药代动力学(PBPK)建模提供了定量体外至体内外推(IVIVE)的框架。我们测试了是否可以从体外(大鼠肝细胞或人HepaRG)转录组POD或使用PBPK建模的HepaRG细胞绘画POD准确预测体内(大鼠肝脏)转录组和顶端出发点(POD)。我们比较了两种PBPK模型,ADMET预测器和httkR包,并发现httk可以更准确地预测体内POD。我们的发现表明,可以利用基于体外转录组的POD与IVIVIVE的PBPK建模相结合来估计大鼠肝顶端和转录组POD。因此,高含量的体外数据可以以适度的准确性转化为具有最终监管重要性的体内模型,以帮助在早期发现程序中选择农用化学类似物。
    Utilization of in vitro (cellular) techniques, like Cell Painting and transcriptomics, could provide powerful tools for agrochemical candidate sorting and selection in the discovery process. However, using these models generates challenges translating in vitro concentrations to the corresponding in vivo exposures. Physiologically based pharmacokinetic (PBPK) modeling provides a framework for quantitative in vitro to in vivo extrapolation (IVIVE). We tested whether in vivo (rat liver) transcriptomic and apical points of departure (PODs) could be accurately predicted from in vitro (rat hepatocyte or human HepaRG) transcriptomic PODs or HepaRG Cell Painting PODs using PBPK modeling. We compared two PBPK models, the ADMET predictor and the httk R package, and found httk to predict the in vivo PODs more accurately. Our findings suggest that a rat liver apical and transcriptomic POD can be estimated utilizing a combination of in vitro transcriptome-based PODs coupled with PBPK modeling for IVIVE. Thus, high content in vitro data can be translated with modest accuracy to in vivo models of ultimate regulatory importance to help select agrochemical analogs in early stage discovery program.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    为了识别通路扰动并检查各种全氟烷基物质的生物作用模式(MOA),我们重新分析了已发表的人原代肝球体外基因表达研究。治疗时间为10至14天,短链PFAS(烷基链上有6个或更少的氟化碳原子的PFAS)显示出脂肪酸代谢和脂肪酸β-氧化途径的富集与上调的基因。长链PFAS化合物,特别是全氟辛烷磺酸(PFOS),PFDS(全氟癸烷磺酸盐),和更高剂量的PFOA(全氟辛酸),富集了与类固醇代谢有关的途径,脂肪酸代谢,以及下调基因的生物氧化。虽然PFNA(全氟壬酸),PFDA(全氟癸酸),PFUnDA(全氟十一烷酸)毒性更大,只能在治疗1天后才能检查,这三者的富集模式均与全氟辛烷磺酸相似.使用PFOA时,途径富集有剂量依赖性变化,在较高剂量下,从脂肪酸代谢的上调和类固醇代谢的下调转变为两者的下调。在较低的治疗剂量下,对PFHpS(全氟庚烷磺酸)的反应类似于PFOA模式。根据转录因子结合位点分析的结果,我们认为,长链PFAS下调脂质代谢途径可能是由于PPARD对PPARA和PPARG控制的基因的抑制性相互作用。总之,我们的转录组学分析表明,PFAS化合物的生物MOA根据链长和剂量而有所不同,并且在评估这些化合物的混合物时,PFAS的风险评估应考虑生物MOA的这些差异。
    To identify pathway perturbations and examine biological modes of action (MOAs) for various perfluoroalkyl substances, we re-analyzed published in vitro gene expression studies from human primary liver spheroids. With treatment times ranging from 10 to 14 days, shorter-chain PFAS (those with 6 or fewer fluorinated carbon atoms in the alkyl chain) showed enrichment for pathways of fatty acid metabolism and fatty acid beta-oxidation with upregulated genes. Longer-chain PFAS compounds, specifically PFOS (perfluorooctane sulfonate), PFDS (perfluorodecane sulfonate), and higher doses of PFOA (perfluorooctanoic acid), had enrichment for pathways involved in steroid metabolism, fatty acid metabolism, and biological oxidation for downregulated genes. Although PFNA (perfluorononanoic acid), PFDA (perfluorodecanoic acid), and PFUnDA (perfluoroundecanoic acid) were more toxic and could only be examined after a 1-day treatment, all three had enrichment patterns similar to those observed with PFOS. With PFOA there were dose-dependent changes in pathway enrichment, shifting from upregulation of fatty acid metabolism and downregulation of steroid metabolism to downregulation of both at higher doses. The response to PFHpS (perfluoroheptanesulfonic acid) was similar to the PFOA pattern at the lower treatment dose. Based on results of transcription factor binding sites analyses, we propose that downregulation of pathways of lipid metabolism by longer chain PFAS may be due to inhibitory interactions of PPARD on genes controlled by PPARA and PPARG. In conclusion, our transcriptomic analysis indicates that the biological MOAs of PFAS compounds differ according to chain length and dose, and that risk assessments for PFAS should consider these differences in biological MOAs when evaluating mixtures of these compounds.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

    求助全文

  • 文章类型: Journal Article
    危害评估是评估化学品潜在不利影响的第一步。传统上,毒理学评估侧重于暴露,忽略了暴露系统对观察到的毒性的影响。然而,系统毒理学强调系统特性如何显着影响观察到的反应。因此,系统理论指出,交互比单个元素存储更多的信息,导致采用基于网络的模型来表示生命科学许多领域的复杂系统。这里,他们开发了一种基于网络的方法来表征生物系统背景下的毒理学反应,推断生物系统特定的网络。它们直接将分子改变与不良结果途径(AOP)框架联系起来,建立组学数据和毒理学相关表型事件之间的直接联系。他们将此框架应用于一个数据集,该数据集包括在两个不同的体外模型和一个体内模型中具有不同物理化学性质的31种工程纳米材料,并证明了生物系统是观察到的反应的驱动力。这项工作强调了基于网络的方法的潜力,可以从系统生物学的角度显着提高他们对毒理学机制的理解,并为纳米材料和其他先进材料的危害评估提供了相关的考虑因素和未来的数据驱动方法。
    Hazard assessment is the first step in evaluating the potential adverse effects of chemicals. Traditionally, toxicological assessment has focused on the exposure, overlooking the impact of the exposed system on the observed toxicity. However, systems toxicology emphasizes how system properties significantly contribute to the observed response. Hence, systems theory states that interactions store more information than individual elements, leading to the adoption of network based models to represent complex systems in many fields of life sciences. Here, they develop a network-based approach to characterize toxicological responses in the context of a biological system, inferring biological system specific networks. They directly link molecular alterations to the adverse outcome pathway (AOP) framework, establishing direct connections between omics data and toxicologically relevant phenotypic events. They apply this framework to a dataset including 31 engineered nanomaterials with different physicochemical properties in two different in vitro and one in vivo models and demonstrate how the biological system is the driving force of the observed response. This work highlights the potential of network-based methods to significantly improve their understanding of toxicological mechanisms from a systems biology perspective and provides relevant considerations and future data-driven approaches for the hazard assessment of nanomaterials and other advanced materials.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    药物性肝损伤(DILI)是急性肝衰竭的最常见触发因素,也是药物开发中消耗的主要原因。在这项研究中,我们通过整合来自啮齿动物模型和原代人肝细胞的治疗后转录组数据,开发了一个用于筛选药物诱导的肝细胞毒性(INSIGHT)的计算机框架.我们首先使用具有弹性网络正则化的逻辑回归对123种化合物建立了早期预测模型,并建立了可以筛选药物诱导的肝毒性的INSIGHT框架。由INSIGHT鉴定的235个特征基因参与代谢,胆汁酸合成,和应激反应途径。将INSIGHT应用于由185种化合物处理的独立转录组数据集,预测27种化合物显示出高DILI风险,包括唑恶唑胺和依米汀.与细胞图像数据的进一步整合显示,预测的DILI化合物可以诱导内质网(ER)和线粒体的异常形态变化。处理诱导的转录组变化的聚类分析描绘了由这些化合物诱导的不同的DILI机制。我们的研究为长期肝损伤的机械理解和DILI的前瞻性预测提供了一个计算框架。
    Drug-induced liver injury (DILI) is the most common trigger for acute liver failure and the leading cause of attrition in drug development. In this study, we developed an in silico framework to screen drug-induced hepatocellular toxicity (INSIGHT) by integrating the post-treatment transcriptomic data from both rodent models and primary human hepatocytes. We first built an early prediction model using logistic regression with elastic net regularization for 123 compounds and established the INSIGHT framework that can screen for drug-induced hepatotoxicity. The 235 signature genes identified by INSIGHT were involved in metabolism, bile acid synthesis, and stress response pathways. Applying the INSIGHT to an independent transcriptomic dataset treated by 185 compounds predicted that 27 compounds show a high DILI risk, including zoxazolamine and emetine. Further integration with cell image data revealed that predicted compounds with high DILI risk can induce abnormal morphological changes in the endoplasmic reticulum and mitochondrion. Clustering analysis of the treatment-induced transcriptomic changes delineated distinct DILI mechanisms induced by these compounds. Our study presents a computational framework for a mechanistic understanding of long-term liver injury and the prospective prediction of DILI risk.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

  • 文章类型: Journal Article
    布洛芬和邻苯二甲酸二丁酯等新兴污染物对水生物种的影响日益受到关注,因此迫切需要对这些有毒物质进行适当的评估和评价。这项研究的目的是检查布洛芬和邻苯二甲酸二丁酯对Clariasgariepinus的毒理学影响,一种广泛分布的非洲鲶鱼。结果表明,暴露于测试化合物引起基因表达的显着变化,包括生长激素的上调,白细胞介素,褪黑素受体,17β-羟基类固醇脱氢酶,热休克蛋白,doublesex,和mab-3相关转录因子。另一方面,叉头盒蛋白L2和细胞色素P450的表达下调,揭示了诱导女性对男性逆转的潜力。还研究了测试化合物与参考基因的结合亲和力和疏水相互作用,表明布洛芬对对接基因的结合能最低,亲和力最高。两种化合物都显示出与对接基因催化腔内氨基酸残基的相互分子相互作用。这些结果为布洛芬和邻苯二甲酸二丁酯对Clariasgariepinus的毒性作用提供了新的见解,有助于更好地了解这些污染物对环境的影响。
    The impact of emerging pollutants such as ibuprofen and dibutyl phthalate on aquatic species is a growing concern and the need for proper assessment and evaluation of these toxicants is imperative. The objective of this study was to examine the toxicogenomic impacts of ibuprofen and dibutyl phthalate on Clarias gariepinus, a widely distributed African catfish species. Results showed that exposure to the test compounds caused significant changes in gene expression, including upregulation of growth hormone, interleukin, melatonin receptors, 17β-Hydroxysteroid Dehydrogenase, heat shock protein, doublesex, and mab-3 related transcription factor. On the other hand, expression of forkhead Box Protein L2 and cytochrome P450 was downregulated, revealing a potential to induce female to male sex reversal. The binding affinities and hydrophobic interactions of the test compounds with the reference genes were also studied, showing that ibuprofen had the lowest binding energy and the highest affinity for the docked genes. Both compounds revealed a mutual molecular interaction with amino acids residues within the catalytic cavity of the docked genes. These results provide new insights into the toxic effects of ibuprofen and dibutyl phthalate on Clarias gariepinus, contributing to a better understanding of the environmental impact of these pollutants.
    导出

    更多引用

    收藏

    翻译标题摘要

    我要上传

       PDF(Pubmed)

公众号