Adverse Outcome Pathways

不良结果途径
  • 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.
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  • 文章类型: Journal Article
    由暴露于内分泌干扰化学物质(EDC)引起的激素相关健康问题的患病率是一个重要的,增加,社会挑战。生育率的下降以及生殖障碍和其他内分泌相关疾病的发病率的上升突出了采取更多行动的紧迫性。为了应对环境中EDC日益增长的威胁,需要稳健可靠的测试方法来评估与内分泌干扰相关的各种终点。EDC还需要有效的监管框架,特别是随着当前在化学测试中越来越依赖非动物方法来测试当前的EDC识别范式,这要求在完整的生物体中观察到不利影响。尽管在预测毒理学领域取得了巨大的进步,在没有传统动物模型的情况下,内分泌系统的破坏和随后的不良健康影响可能特别难以预测。MERLON项目旨在通过整合多物种分子研究来加快进展,新方法方法(NAM),人类临床流行病学,和系统生物学提供机械见解,并探索基于NAM的EDC识别的前进方向。重点是性发育和功能,从胎儿生殖系统的性别分化到小青春期和青春期到性成熟。该项目旨在缩小现有的知识差距,以了解EDC对人类健康的影响,最终支持欧盟及其他地区对EDC的有效监管。
    The prevalence of hormone-related health issues caused by exposure to endocrine disrupting chemicals (EDCs) is a significant, and increasing, societal challenge. Declining fertility rates together with rising incidence rates of reproductive disorders and other endocrine-related diseases underscores the urgency in taking more action. Addressing the growing threat of EDCs in our environment demands robust and reliable test methods to assess a broad variety of endpoints relevant for endocrine disruption. EDCs also require effective regulatory frameworks, especially as the current move towards greater reliance on non-animal methods in chemical testing puts to test the current paradigm for EDC identification, which requires that an adverse effect is observed in an intact organism. Although great advances have been made in the field of predictive toxicology, disruption to the endocrine system and subsequent adverse health effects may prove particularly difficult to predict without traditional animal models. The MERLON project seeks to expedite progress by integrating multispecies molecular research, new approach methodologies (NAMs), human clinical epidemiology, and systems biology to furnish mechanistic insights and explore ways forward for NAM-based identification of EDCs. The focus is on sexual development and function, from foetal sex differentiation of the reproductive system through mini-puberty and puberty to sexual maturity. The project aims are geared towards closing existing knowledge gaps in understanding the effects of EDCs on human health to ultimately support effective regulation of EDCs in the European Union and beyond.
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  • 文章类型: Journal Article
    在农用化学品的风险评估中,历史上一直缺乏使用数据来完善默认调整因子,即使大型数据集可支持这一点。解决动物对人类外推(AFA)不确定性的科学现状是开发一个“数据衍生”调整因子(DDEF)来量化这种差异,如果数据可用。物种之间的毒物动力学(TK)和毒物动力学(TD)差异可用于DDEF,人类数据集是理想而罕见的。我们确定了一个目前注册的除草剂的案例,mesotrione,其中人类TK和TD是可用的。此案例研究概述了使用人类和动物比较数据并基于抑制4-羟基苯酚丙酮酸双加氧酶(HHPD)的不良结果途径(AOP)开发DDEF的方法。对于动力学(AFAK=2.5)的大鼠到人的外推(AFA)的计算DDEF乘以动力学的AFA(AFAD=0.3),导致复合DDEF为〜1(AFA=0.75)。这反映了AOP和现有的科学证据,即人类对HPPD抑制剂的作用不如大鼠敏感。利用来自肝细胞和肝细胞溶胶的体外数据集进行进一步分析,并使用体外至体内外推(IVIVIVE)外推至整个动物,以支持毒性动力学外推。体外数据集产生与体内数据衍生的相同的AFAD(AFAD=0.3)。这些分析表明,大多数物种差异与毒理学有关。其他HPPD抑制剂和细胞类型的其他体外/体内数据集的未来工作将进一步支持这一结果。这项工作证明了利用所有可用的毒物动力学和毒物动力学数据来代替农业化学人体健康风险评估的默认不确定性因素。
    In the risk assessment of agrochemicals, there has been a historical paucity of using data to refine the default adjustment factors, even though large datasets are available to support this. The current state of the science for addressing uncertainty regarding animal to human extrapolation (AFA) is to develop a \"data-derived\" adjustment factor (DDEF) to quantify such differences, if data are available. Toxicokinetic (TK) and toxicodynamic (TD) differences between species can be utilized for the DDEF, with human datasets being ideal yet rare. We identified a case for a currently registered herbicide, mesotrione, in which human TK and TD are available. This case study outlines an approach for the development of DDEFs using comparative human and animal data and based on an adverse outcome pathway (AOP) for inhibition of 4-hydroxyphenol pyruvate dioxygenase (HHPD). The calculated DDEF for rat to human extrapolation (AFA) for kinetics (AFAK = 2.5) was multiplied by the AFA for dynamics (AFAD = 0.3) resulting in a composite DDEF of ∼1 (AFA = 0.75). This reflects the AOP and available scientific evidence that humans are less sensitive than rats to the effects of HPPD inhibitors. Further analyses were conducted utilizing in vitro datasets from hepatocytes and liver cytosols and extrapolated to whole animal using in vitro to in vivo extrapolation (IVIVE) to support toxicodynamic extrapolation. The in vitro datasets resulted in the same AFAD as derived for in vivo data (AFAD = 0.3). These analyses demonstrate that a majority of the species differences are related to toxicodynamics. Future work with additional in vitro/in vivo datasets for other HPPD inhibitors and cell types will further support this result. This work demonstrates utilization of all available toxicokinetic and toxicodynamic data to replace default uncertainty factors for agrochemical human health risk assessment.
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  • 文章类型: Journal Article
    三氯生(TCS)是一种广谱抗生素,广泛用于各种个人护理产品。研究发现,暴露于TCS会对生物体产生毒性作用,包括神经毒性,心脏毒性,脂质代谢紊乱,血管发育异常,相应的毒性机制也逐渐深入到miRNA调控基因表达的异常表达水平。虽然TCS靶向miRNA异常表达诱导毒性的下游机制正在逐步完善,其上游机制仍处于迷雾之中。从TCS诱导斑马鱼幼虫circRNA异常表达数据出发,这项研究对所有circRNAs的表达水平进行了层次分析,差异circRNAs,和趋势circRNAs,并确定了调节miRNA异常表达的29个关键circRNA事件。结合GO和KEGG,从相应circRNA宿主基因的功能和信号通路分析TCS暴露的影响。此外,以TCS靶向miRNA诱导生物毒性的现有文献证据为数据支撑,构建并优化了表征circRNA和miRNA之间调控关系的竞争性内源性RNA(ceRNA)网络.最后,包括circRNA在内的多个水平事件的综合不良结果路径(AOP)框架,miRNA,mRNA通路,并建立了毒性终点,以系统地阐明TCS的毒性机制。此外,从miRNA的表达水平和神经毒性等不良结局,验证了AOP框架的合理性,心脏毒性,氧化应激,和circRNA48敲低的炎症反应。本文不仅为探索miRNA调控基因表达的上游机制提供了关键的circRNA事件,而且为全面论证TCS对斑马鱼的毒性机制提供了一个AOP框架。为后续TCS的危害评估和防控提供了理论依据。
    Triclosan (TCS) is a broad-spectrum antibiotic widely used in various personal care products. Research has found that exposure to TCS can cause toxic effects on organisms including neurotoxicity, cardiotoxicity, disorders of lipid metabolism, and abnormal vascular development, and the corresponding toxic mechanisms are gradually delving into the level of abnormal expression of miRNA regulating gene expression. Although the downstream mechanism of TCS targeting miRNA abnormal expression to induce toxicity is gradually improving, its upstream mechanism is still in a fog. Starting from the abnormal expression data of circRNA in zebrafish larvae induced by TCS, this study conducted a hierarchical analysis of the expression levels of all circRNAs, differential circRNAs, and trend circRNAs, and identified 29 key circRNA events regulating miRNA abnormal expression. In combination with GO and KEGG, the effects of TCS exposure were analyzed from the function and signaling pathway of the corresponding circRNA host gene. Furthermore, based on existing literature evidence about the biological toxicity induced by TCS targeting miRNA as data support, a competing endogenous RNAs (ceRNA) network characterizing the regulatory relationship between circRNA and miRNA was constructed and optimized. Finally, a comprehensive Adverse Outcome Pathway (AOP) framework of multiple levels of events including circRNA, miRNA, mRNA, pathway, and toxicity endpoints was established to systematically elucidate the toxic mechanism of TCS. Moreover, the rationality of the AOP framework was verified from the expression level of miRNA and adverse outcomes such as neurotoxicity, cardiotoxicity, oxidative stress, and inflammatory response by knockdown of circRNA48. This paper not only provides the key circRNA events for exploring the upstream mechanism of miRNA regulating gene expression but also provides an AOP framework for comprehensively demonstrating the toxicity mechanism of TCS on zebrafish, which is a theoretical basis for subsequent hazard assessment and prevention and control of TCS.
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  • 文章类型: Journal Article
    八氢-四甲基-萘基-乙酮(OTNE)是一种合成香料成分。在重复剂量毒理学研究中评估了OTNE。通过口服和皮肤途径的靶器官是肝脏和皮肤/肝脏,分别。观察对甲状腺及甲状腺激素的影响,提示下丘脑-垂体-甲状腺轴扰动。我们调查了分子启动事件(MIE),关键事件(KEs),和OTNE诱导的甲状腺扰动在不良结局途径(AOP)内的不良结局。数据是使用新的方法方法(NAM)生成的,鼠标,和/或使用雄甾烷受体变体3(CAR)的体外受体配体结合测定法探索MIE的大鼠受体,法尼醇X受体(FXR),肝脏X受体α(LXRα),过氧化物酶体增殖物激活受体α,delta,和伽马(PPARα,δ,和γ),孕烷X受体(PXR),和芳基烃受体(AhR)。这些数据通知AOP网络,FXR,和PXR激活作为MIE,甲状腺扰动作为次要作用发生。这些数据代表了使用NAM来映射OTNE诱导的甲状腺效应并将受体-配体结合的激活鉴定为MIE来代替另外的体内实验的稳健评估。这些数据表明,观察到的甲状腺效应是继发于肝脏效应和甲状腺效应,因此,不应成为评估OTNE引起的潜在人类健康危害的基础。
    Octahydro-tetramethyl-naphthalenyl-ethanone (OTNE) is a synthetic fragrance ingredient. OTNE was evaluated in repeated-dose toxicological studies. Target organs via oral and dermal routes were the liver and skin/liver, respectively. Effects were observed on the thyroid and thyroid hormones, suggesting hypothalamic-pituitary-thyroid axis perturbation. We investigated the molecular initiating event(s) (MIEs), key events (KEs), and adverse outcomes of OTNE-induced thyroid perturbation within an adverse outcome pathway (AOP). Data were generated using new approach methodologies (NAMs) on human, mouse, and/or rat receptors exploring MIEs using in vitro receptor ligand-binding assays for androstane receptor variant 3 (CAR), farnesoid X receptor (FXR), liver X receptor alpha (LXRα), peroxisome proliferator-activated receptors alpha, delta, and gamma (PPARα, δ, and γ), pregnane X receptor (PXR), and aryl hydrocarbon receptor (AhR). These data inform an AOP network where CAR, FXR, and PXR activation serve as MIEs with thyroid perturbation occurring as secondary effects. These data represent a robust evaluation using NAMs for mapping OTNE-induced thyroid effects and identifying activation of receptor-ligand binding as MIEs in lieu of additional in vivo experimentation. These data indicate the observed thyroid effects are secondary to liver effects and the thyroid effects, therefore, should not be the basis for assessing potential OTNE-induced human health hazards.
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  • 文章类型: Journal Article
    尽管越来越多的流行病学证据表明毒素暴露与发育神经毒性(DNT)之间存在关联,在药品或工业化学品准入的国际法规中,DNT的系统测试不是强制性的。然而,迄今为止大约有200种化合物,从杀虫剂,制药和工业化学品,已在当前的OECD测试指南(TG-443或TG-426)中进行了DNT测试。有人呼吁为DNT开发新的方法方法(NAM),这导致了使用体外人类细胞检测的DNT测试电池。这些测定提供了阐明人类毒性的分子机制的手段,这在基于动物的毒性试验中是缺乏的。然而,基于细胞的测定并不代表导致DNT的复杂过程的所有步骤。具有在分子上相互作用的多器官途径网络的验证模型,在生命周期中非常特定的时间点的细胞和组织水平目前缺失。因此,整个模型生物正在被开发来筛选,和因果关系,DNT化合物的新分子靶标以及它们如何影响整个大脑发育和神经行为终点。鉴于与脊椎动物测试相关的实践和道德限制,符合3R条件的低等动物模型(减少,改进和替换)模型,包括线虫(秀丽隐杆线虫)和斑马鱼(Daniorerio)将被证明对于揭示导致DNT的毒性途径特别有价值。虽然不像人脑那么复杂,这3个R模型开发了一个完整的功能大脑,许多神经发育过程与人脑发育重叠。重要的是,与(神经)发育有关的主要信号通路,在这些模型中,代谢和生长是高度保守的。我们建议将整个模型生物特别是斑马鱼和秀丽隐杆线虫用于DNT相关终点。
    Despite the growing epidemiological evidence of an association between toxin exposure and developmental neurotoxicity (DNT), systematic testing of DNT is not mandatory in international regulations for admission of pharmaceuticals or industrial chemicals. However, to date around 200 compounds, ranging from pesticides, pharmaceuticals and industrial chemicals, have been tested for DNT in the current OECD test guidelines (TG-443 or TG-426). There are calls for the development of new approach methodologies (NAMs) for DNT, which has resulted in a DNT testing battery using in vitro human cell-based assays. These assays provide a means to elucidate the molecular mechanisms of toxicity in humans which is lacking in animal-based toxicity tests. However, cell-based assays do not represent all steps of the complex process leading to DNT. Validated models with a multi-organ network of pathways that interact at the molecular, cellular and tissue level at very specific timepoints in a life cycle are currently missing. Consequently, whole model organisms are being developed to screen for, and causally link, new molecular targets of DNT compounds and how they affect whole brain development and neurobehavioral endpoints. Given the practical and ethical restraints associated with vertebrate testing, lower animal models that qualify as 3 R (reduce, refine and replace) models, including the nematode (Caenorhabditis elegans) and the zebrafish (Danio rerio) will prove particularly valuable for unravelling toxicity pathways leading to DNT. Although not as complex as the human brain, these 3 R-models develop a complete functioning brain with numerous neurodevelopmental processes overlapping with human brain development. Importantly, the main signalling pathways relating to (neuro)development, metabolism and growth are highly conserved in these models. We propose the use of whole model organisms specifically zebrafish and C. elegans for DNT relevant endpoints.
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  • 文章类型: Journal Article
    具有生物标志物作用的人类流行病学研究在识别化学暴露对健康的影响和疾病预防方面发挥着非常宝贵的作用。测量遗传损伤的效应生物标志物是解决化学暴露的致癌和/或诱变潜力的有力工具,提高对监管风险评估决策过程的信心。微核(MN)测试被认为是评估基因毒性事件的最成功和可靠的检测方法之一。与可能导致癌症的暴露有关。迈向下一代风险评估对于在标准方法之间建立桥梁至关重要,新的方法方法(NAM)和工具,用于增加人体研究中基于机械的生物学合理性,如不良结果途径(AOPs)框架。本文旨在强调MN作为生物标志物在人类风险评估新方法和方法的演变和适用性方面的作用。有了积极的结果,新方法提供了对这些终点的基于机械的生物学的更深入的了解。
    Human epidemiological studies with biomarkers of effect play an invaluable role in identifying health effects with chemical exposures and in disease prevention. Effect biomarkers that measure genetic damage are potent tools to address the carcinogenic and/or mutagenic potential of chemical exposures, increasing confidence in regulatory risk assessment decision-making processes. The micronucleus (MN) test is recognized as one of the most successful and reliable assays to assess genotoxic events, which are associated with exposures that may cause cancer. To move towards the next generation risk assessment is crucial to establish bridges between standard approaches, new approach methodologies (NAMs) and tools for increase the mechanistically-based biological plausibility in human studies, such as the adverse outcome pathways (AOPs) framework. This paper aims to highlight the still active role of MN as biomarker of effect in the evolution and applicability of new methods and approaches in human risk assessment, with the positive consequence, that the new methods provide a deeper knowledge of the mechanistically-based biology of these endpoints.
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  • 文章类型: Journal Article
    药物性脂肪肝(DIFLD)是药物性肝损伤(DILI)的一种形式,它也可以包括在更一般的代谢功能障碍相关的脂肪变性肝病(MASLD)中,具体是指与酒精摄入无关的脂肪在肝脏中的积累。DILI和MASLD之间可能存在双向关系:虽然某些药物可以通过充当促脂肪因子而引起MASLD,MASLD可能使肝细胞更容易受到药物的影响。具有预先存在的MASLD显着增加了从某些药物经历DILI的可能性。因此,DILI内脂肪变性的患病率可能因预先存在的MASLD而有偏差,可以得出结论,DIFLD在普通人群中的真正真实发生率仍然未知。在某些个人中,药物诱导的脂肪变性通常伴有伴随的损伤机制,如氧化应激,细胞死亡,和炎症,这导致药物诱导的脂肪性肝炎(DISH)的发展。从临床角度来看,DISH要严重得多,预后和结果较差,类似于MASH(代谢相关脂肪性肝炎),因为它与炎症有关,有时与纤维化有关。临床病例报告的文献综述使我们能够检查和评估DIFLD的临床特征及其与特定药物的关联,使我们能够根据临床结果和病理严重程度对DIFLD药物进行分类:第1组,具有低内在毒性的药物(例如,布洛芬,萘普生,对乙酰氨基酚,伊立替康,甲氨蝶呤,和他莫昔芬),但预期会促进/加重预先存在的MASLD患者的脂肪变性;第2组,与脂肪变性相关的药物,仅偶尔与脂肪性肝炎(例如,胺碘酮,丙戊酸,和四环素);和第3组,具有向脂肪性肝炎和进一步纤维化转移的趋势的药物。确定药物作用模式时可能会发挥不同的机制:(1)抑制线粒体脂肪酸β-氧化;(2)抑制脂肪酸跨线粒体膜运输;(3)从头脂质合成增加;(4)通过抑制微粒体甘油三酯转移蛋白减少脂质输出;(5)诱导线粒体通透性转换孔开放;(6)线粒体跨膜电位的消散;(7)呼吸链/线粒体DNA氧化损伤的线粒体磷酸化(8)降解和耗尽;和(9)核受体(NRs)/转录组改变。目前,大多数,如果不是全部,AOP-Wiki中脂肪变性的不良结局通路(AOP)强调了与NRs或转录因子的相互作用是关键的分子启动事件(MIE).这种观点表明,化学诱导的脂肪变性通常是由化学物质和NR或转录因子之间的相互作用引起的。这意味着这种相互作用代表了主要和关键的MIE。然而,在进行这篇详尽的文献综述后,很明显,当前的AOPs倾向于过分强调这种相互作用是唯一的MIE。一些研究确实支持NRs参与脂肪变性,但其他人证明,单独的NR相互作用并不一定导致脂肪变性。这个观点,忽略其他线粒体相关的损伤机制,在封装涉及化学诱导的肝脏脂肪变性的复杂的生物学机制,也有必要将它们作为AOP地图道路的一部分。
    Drug induced fatty liver disease (DIFLD) is a form of drug-induced liver injury (DILI), which can also be included in the more general metabolic dysfunction-associated steatotic liver disease (MASLD), which specifically refers to the accumulation of fat in the liver unrelated to alcohol intake. A bi-directional relationship between DILI and MASLD is likely to exist: while certain drugs can cause MASLD by acting as pro-steatogenic factors, MASLD may make hepatocytes more vulnerable to drugs. Having a pre-existing MASLD significantly heightens the likelihood of experiencing DILI from certain medications. Thus, the prevalence of steatosis within DILI may be biased by pre-existing MASLD, and it can be concluded that the genuine true incidence of DIFLD in the general population remains unknown. In certain individuals, drug-induced steatosis is often accompanied by concomitant injury mechanisms such as oxidative stress, cell death, and inflammation, which leads to the development of drug-induced steatohepatitis (DISH). DISH is much more severe from the clinical point of view, has worse prognosis and outcome, and resembles MASH (metabolic-associated steatohepatitis), as it is associated with inflammation and sometimes with fibrosis. A literature review of clinical case reports allowed us to examine and evaluate the clinical features of DIFLD and their association with specific drugs, enabling us to propose a classification of DIFLD drugs based on clinical outcomes and pathological severity: Group 1, drugs with low intrinsic toxicity (e.g., ibuprofen, naproxen, acetaminophen, irinotecan, methotrexate, and tamoxifen), but expected to promote/aggravate steatosis in patients with pre-existing MASLD; Group 2, drugs associated with steatosis and only occasionally with steatohepatitis (e.g., amiodarone, valproic acid, and tetracycline); and Group 3, drugs with a great tendency to transit to steatohepatitis and further to fibrosis. Different mechanisms may be in play when identifying drug mode of action: (1) inhibition of mitochondrial fatty acid β-oxidation; (2) inhibition of fatty acid transport across mitochondrial membranes; (3) increased de novo lipid synthesis; (4) reduction in lipid export by the inhibition of microsomal triglyceride transfer protein; (5) induction of mitochondrial permeability transition pore opening; (6) dissipation of the mitochondrial transmembrane potential; (7) impairment of the mitochondrial respiratory chain/oxidative phosphorylation; (8) mitochondrial DNA damage, degradation and depletion; and (9) nuclear receptors (NRs)/transcriptomic alterations. Currently, the majority of, if not all, adverse outcome pathways (AOPs) for steatosis in AOP-Wiki highlight the interaction with NRs or transcription factors as the key molecular initiating event (MIE). This perspective suggests that chemical-induced steatosis typically results from the interplay between a chemical and a NR or transcription factors, implying that this interaction represents the primary and pivotal MIE. However, upon conducting this exhaustive literature review, it became evident that the current AOPs tend to overly emphasize this interaction as the sole MIE. Some studies indeed support the involvement of NRs in steatosis, but others demonstrate that such NR interactions alone do not necessarily lead to steatosis. This view, ignoring other mitochondrial-related injury mechanisms, falls short in encapsulating the intricate biological mechanisms involved in chemically induced liver steatosis, necessitating their consideration as part of the AOP\'s map road as well.
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  • 文章类型: Journal Article
    毒理学研究已经证明了几种双酚类似物(BP)的肝毒性,一种普遍存在的内分泌干扰物。不良结果路径(AOP)的发展极大地促进了人类健康的快速风险评估。然而,新出现的BPs缺乏体外和体内数据限制了对这些合成化学品的危害评估.这里,我们的目标是开发一种新的策略,使用网络分析和机器学习模型快速预测BPs的肝毒性。考虑到BP与双酚A(BPA)的结构和功能相似性,我们首先将来自多个数据库的肝病相关基因整合到BPA-基因-表型-肝毒性网络中,并对其进行计算AOP(cAOP).通过cAOP网络和传统的机器学习方法,我们对20个新出现的BPs的肝毒性进行了评分,并在有限的实验数据下提供了新的认识,以了解BPs的结构特征如何促进生物学功能。此外,我们使用分子对接评估了新出现的BPs和ESR1之间的相互作用,并提出了一个AOP框架,其中ESR1是一个分子启动事件.总的来说,我们的研究提供了一种计算方法来预测新出现的BPs的肝毒性。
    Toxicological studies have demonstrated the hepatic toxicity of several bisphenol analogs (BPs), a prevalent type of endocrine disruptor. The development of Adverse Outcome Pathway (AOP) has substantially contributed to the rapid risk assessment for human health. However, the lack of in vitro and in vivo data for the emerging BPs has limited the hazard assessment of these synthetic chemicals. Here, we aimed to develop a new strategy to rapidly predict BPs\' hepatotoxicity using network analysis coupled with machine learning models. Considering the structural and functional similarities shared by BPs with Bisphenol A (BPA), we first integrated hepatic disease related genes from multiple databases into BPA-Gene-Phenotype-hepatic toxicity network and subjected it to the computational AOP (cAOP). Through cAOP network and conventional machine learning approaches, we scored the hepatotoxicity of 20 emerging BPs and provided new insights into how BPs\' structure features contributed to biologic functions with limited experimental data. Additionally, we assessed the interactions between emerging BPs and ESR1 using molecular docking and proposed an AOP framework wherein ESR1 was a molecular initiating event. Overall, our study provides a computational approach to predict the hepatotoxicity of emerging BPs.
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  • 文章类型: Journal Article
    这篇非系统的叙述性综述旨在总结临床研究的结果,评估用于治疗包括重度抑郁症在内的精神疾病的抗抑郁药的有效性。强迫症,躯体化障碍,和土耳其的焦虑症。本文得出的结论可以指导土耳其卫生政策制定者通过进一步规范抗抑郁药的处方来改善该国公共卫生发展的持续努力。
    2021年6月,使用护理和相关健康文献累积指数(CINAHL)Plus和学术搜索完整在线数据库收集了有关抗抑郁药使用有效性的相关文章。然后使用关键评估技能计划对收集的文章进行评估,以确定每篇文章的可靠性和质量,并评估每篇文章的偏见风险。关键发现/证据摘要,关键评估技能计划评估总结结果,资金,应用研究设计,涵盖的设置,涵盖期间(年),并从每篇文章中提取额外的评论进行分析。纳入标准涉及描述土耳其使用抗抑郁药治疗精神疾病的不良反应和有效性的文章,包括焦虑症,重度抑郁症,躯体化障碍,强迫症.排除标准由包括居住在土耳其地理区域之外的参与者在内的文章组成,摘要,抗抑郁药使用的药理学,抗抑郁药标签外使用,和替代疗法。
    从数据库得出的104篇文章中,共有15篇文章被纳入研究,这些文章属于以下主要主题之一,“不良影响”和“混合结果”,“分别占53%(8篇)和40%(6篇),分别。发现了一篇边远文章(7%)。
    在15篇文章中,有8篇叙述了用于精神疾病的抗抑郁药,但没有成功治疗的不良反应,在15篇文章中,有6篇叙述了治疗成功的不良反应。一篇边远文章发现了一个困惑,无法确定不良反应是由抗抑郁药的使用引起的还是与先前存在的疾病混淆的。鉴于15篇文章中有14篇文章叙述了与抗抑郁药使用相关的不良反应,15篇文章中有6篇文章叙述了抗抑郁药治疗的成功,鼓励土耳其决策者采取限制性毒品政策战略。总而言之,抗抑郁药的处方和消费应谨慎进行,以限制暴露于与抗抑郁药使用相关的不良反应的不必要风险。研究的局限性包括使用非系统工具,而不是进行系统审查,有限数量的文章(104篇中的15篇),通过关键评估技能计划评估文章,发现了偏差风险。
    UNASSIGNED: This non-systematic narrative review aims to summarize the results of clinical studies evaluating the effectiveness of antidepressants used to treat mental illnesses including major depressive disorder, obsessive-compulsive disorder, somatization disorder, and anxiety disorders in Turkey. Conclusions drawn from this article can guide ongoing efforts by Turkish health policymakers to improve public health development in the country by further regulating the prescription of antidepressants.
    UNASSIGNED: Relevant articles regarding the effectiveness of antidepressant use were collected in June 2021 using Cumulative Index to Nursing and Allied Health Literature (CINAHL) Plus and Academic Search Complete online databases. The collected articles were then appraised using the Critical Appraisal Skills Programme to determine the reliability and quality of each article and to assess the risk of bias in each article. The summary of key findings/evidence, Critical Appraisal Skills Programme appraisal summary results, funding, study designs applied, settings covered, period covered (years), and additional comments were extracted from each article for analysis. The inclusion criteria involved articles that recounted adverse effects and effectiveness of antidepressant use in Turkey to treat mental illnesses, including anxiety disorders, major depressive disorder, somatization disorder, and obsessive-compulsive disorder. The exclusion criteria consisted of articles that included participants who resided outside of the geographic region of Turkey, abstracts, the pharmacology of antidepressant use, antidepressant off-label use, and alternative treatments.
    UNASSIGNED: A total of 15 articles out of the 104 derived from the databases were included in the study that fell into 1 of the following main themes, \"adverse effects\" and \"mixed results,\" which accounted for 53% (8 articles) and 40% (6 articles), respectively. One outlying article was identified (7%).
    UNASSIGNED: Totally 8 out of 15 articles that recounted antidepressants prescribed for mental illnesses produced adverse effects without treatment success and 6 out of 15 articles recounted adverse effects with treatment success. One outlying article found a confound that precluded determining whether an adverse effect was caused by antidepressant use or confounded by pre-existing conditions. Given that 14 out of 15 articles recounted adverse effects associated with antidepressant use and 6 out of 15 articles recounted antidepressant treatment success, Turkish policymakers are encouraged to adopt a restrictive drug policy strategy. To sum up, antidepressant prescription and consumption should be conducted with caution to limit unnecessary risk of exposure to adverse effects associated with antidepressant use. Limitations in the research included using a non-systematic tool instead of conducting a systematic review, a limited number of articles (15 out of 104), and risk of bias was detected from appraising the articles via Critical Appraisal Skills Programme.
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