Molecular modelling

分子建模
  • 文章类型: Journal Article
    霉菌毒素是已知的可能污染食品和饲料链的环境污染物。许多国家对一些霉菌毒素进行监管,以限制受污染和有害商品的交易。然而,所谓的新兴真菌毒素知之甚少,需要进一步研究。镰刀酸是一种新兴的霉菌毒素,对植物和动物有害,但已知羟基化时对植物的毒性较小。对动物有效的解毒途径尚未阐明。在这种情况下,这项研究整合了计算机和体外技术,以发现潜在的生物修复途径,将镰刀酸转化为毒性较小的代谢物。这些形式在人类中的毒理学也已得到解决。计算机筛选过程,其次是分子对接和动力学研究,从细菌沼泽红假单胞菌HaA2中鉴定出CYP199A4是一种潜在的镰刀酸生物转化酶。在体外证实了其活性。然而,羟基化的作用似乎对模拟的针对人类靶标的毒性动力学影响有限.这项研究代表了开发一种混合的硅/体外管道的起点,以寻找其他食品的生物修复剂,饲料和环境污染物。
    Mycotoxins are known environmental pollutants that may contaminate food and feed chains. Some mycotoxins are regulated in many countries to limit the trading of contaminated and harmful commodities. However, the so-called emerging mycotoxins are poorly understood and need to be investigated further. Fusaric acid is an emerging mycotoxin, noxious to plants and animals, but is known to be less toxic to plants when hydroxylated. The detoxification routes effective in animals have not been elucidated yet. In this context, this study integrated in silico and in vitro techniques to discover potential bioremediation routes to turn fusaric acid to its less toxic metabolites. The toxicodynamics of these forms in humans have also been addressed. An in silico screening process, followed by molecular docking and dynamics studies, identified CYP199A4 from the bacterium Rhodopseudomonas palustris HaA2 as a potential fusaric acid biotransforming enzyme. Its activity was confirmed in vitro. However, the effect of hydroxylation seemed to have a limited impact on the modelled toxicodynamics against human targets. This study represents a starting point to develop a hybrid in silico/in vitro pipeline to find bioremediation agents for other food, feed and environmental contaminants.
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  • 文章类型: Case Reports
    在作为刑事诉讼的一部分收集的法医健美运动员的尿液样本中检测到推定的18-甲基-19-去甲睾酮代谢物引发了后续调查。就可能的前体类固醇检查了嫌疑人拥有的四种不同的膳食补充剂。这导致检测到申报的成分甲氧基二烯酮,两者都证实了这一点,GC-MSMS和LC-HRMSMS。因为没有18-甲基睾酮,补充剂中也没有检测到18-甲基-19-去甲睾酮,研究了代谢物源自甲氧基二烯酮的可能性。为此,使用人HepG2细胞在体外和通过单次口服给药在体内研究了甲氧基二烯酮的代谢命运。虽然18-甲基-19-去甲睾酮代谢物不是由与甲氧基二烯酮孵育的HepG2细胞产生的,在给予甲氧基二烯酮后2、6、10和24小时收集的尿液样品中观察到。此外,与18-甲基nandrolone相比,在计算机上模拟了作为配体的甲氧基二烯酮与人类雄激素受体的潜在结合,之前已经在体外方法中显示了雄激素受体激活。总之,我们可以将法医尿液样本中18-甲基-19-去甲睾酮代谢物的存在归因于膳食补充剂中存在的甲氧基二烯酮.观察到甲氧基二烯酮在液体溶液中通过甲氧基取代基去甲基化而缓慢降解。虽然没有化合物特异性中间体被鉴定出可以与其他18-甲基类固醇区分,18-甲基-19-去甲睾酮代谢物被证明是掺杂分析中可靠检测的合适标记物.
    The detection of a putative 18-methyl-19-nortestosterone metabolite in a forensic bodybuilder\'s urine sample collected as part of a criminal proceeding has triggered a follow-up investigation. Four different dietary supplements in the possession of the suspect were examined with regard to possible precursor steroids. This led to the detection of the declared ingredient methoxydienone, which was confirmed by both, GC-MSMS and LC-HRMSMS. As neither 18-methyl-testosterone, nor 18-methyl-19-nortestosterone were detectable in the supplements, the possibility that the metabolite originates from methoxydienone was investigated. For this purpose, the metabolic fate of methoxydienone was studied in vitro using human HepG2 cells and in vivo by a single oral administration. While the 18-methyl-19-nortestosterone metabolite was not generated by HepG2 cells incubated with methoxydienone, it was observed in the urine samples collected at 2, 6, 10 and 24 h after methoxydienone administration. Moreover, the potential binding of methoxydienone as ligand to the human androgen receptor was modelled in silico in comparison with 18-methylnandrolone, for which androgen receptor activation had been shown in an in vitro approach before. In conclusion, we could ascribe the presence of the 18-methyl-19-nortestosterone metabolite in a forensic urine sample to originate from methoxydienone present in dietary supplements. Methoxydienone was observed to slowly degrade by demethylation of the methoxy substituent in liquid solutions. While no compound-specific intermediates were identified that allowed differentiation from other 18-methyl steroids, the 18-methyl-19-nortestosterone metabolite proved to be a suitable marker for reliable detection in doping analysis.
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  • 文章类型: Journal Article
    甲基杆菌是兼性甲基营养革兰氏阴性细菌,通常与植物有关,在高甲醇浓度下表现出独特的生长能力,作为单一的碳能源。我们发现,当在参考培养基中或在甲醇存在下生长时,M.extorquens菌株PA1分泌不同胞外多糖(EPS)的混合物,诱导分泌特殊和异质的EPS混合物,具有不同的结构,composition,重复单位,批量和可变程度的甲基化。这些因素影响了3D结构和超分子资产,扩散特性和流体动力学半径,并可能有助于增加甲醇耐受性和细胞稳定性。未检测到甲醇直接参与EPS溶剂化外壳,这表明聚合物暴露于甲醇是水介导的。甲醇的存在不会引起聚合物链的大小和形状的变化,强调水-甲醇混合物是refEPS和metEPS的良好溶剂。
    Methylobacterium extorquens is a facultative methylotrophic Gram-negative bacterium, often associated with plants, that exhibits a unique ability to grow in the presence of high methanol concentrations, which serves as a single carbon energy source. We found that M. extorquens strain PA1 secretes a mixture of different exopolysaccharides (EPSs) when grown in reference medium or in presence of methanol, that induces the secretion of a peculiar and heterogenous mixture of EPSs, with different structure, composition, repeating units, bulk and a variable degree of methylation. These factors influenced 3D structure and supramolecular assets, diffusion properties and hydrodynamic radius, and likely contribute to increase methanol tolerance and cell stability. No direct methanol involvement in the EPSs solvation shell was detected, indicating that the polymer exposure to methanol is water mediated. The presence of methanol induces no changes in size and shape of the polymer chains, highlighting how water-methanol mixtures are a good solvent for refEPS and metEPS.
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  • 文章类型: Journal Article
    生物相容性,无毒,和可生物降解的多糖被认为是生物启发材料的有前途的基础,适用于再生医学中的支架,药物输送系统中的涂层,等。凝胶的可调宏观性质应满足依赖于情况的要求。蛋白质与多糖的混合以及它们在更复杂的结构中的偶联为通过组分的物理交联和凝胶网络结构的修饰来调节凝胶性质开辟了途径。在这篇综述中,总结了二元蛋白质-多糖凝胶构象研究的最新成功,主要集中在角叉菜胶上。概述了合理设计新型多糖基材料的未来前景和挑战。
    Biocompatible, nontoxic, and biodegradable polysaccharides are considered as a promising base for bio-inspired materials, applicable as scaffolds in regenerative medicine, coatings in drug delivery systems, etc. The tunable macroscopic properties of gels should meet case-dependent requirements. The admixture of proteins to polysaccharides and their coupling in more sophisticated structures opens an avenue for gel property tuning via physical cross-linking of components and the modification of gel network structure. In this review recent success in the conformational studies of binary protein-polysaccharide gels is summarized with the main focus upon carrageenans. Future perspectives and challenges in rational design of novel polysaccharide-based materials are outlined.
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  • 文章类型: Journal Article
    Stimulant drugs, including novel psychoactive substances (NPS, formerly \"legal highs\") have addictive potential which their users may not realize. Stimulants increase extracellular dopamine levels in the brain, including the reward and addiction pathways, through interacting with dopamine transporter (DAT). This work aimed to assess the molecular and atomistic mechanisms of stimulant NPS actions at DAT, which translate into biological outcomes such as dopamine release in the brain\'s reward pathway. We applied combined in vitro, in vivo, and in silico methods and selected 2-diphenylmethylpiperidine (2-DPMP) as an example of stimulant NPS for this study. We measured in vitro binding of 2-DPMP to rat striatum and accumbens DAT by means of quantitative autoradiography with a selective DAT-radioligand [125I]RTI-121. We evaluated the effects of intravenously administered 2-DPMP on extracellular dopamine in the accumbens-shell and striatum using in vivo microdialysis in freely moving rats. We used dynamic modeling to investigate the interactions of 2-DPMP within DAT, in comparison with cocaine and amphetamine. 2-DPMP potently displaced the radioligand in the accumbens and striatum showing dose-dependence from 0.3 to 30 μM. IC50 values were: 5.65 × 10-7M for accumbens shell and 6.21 × 10-7M for dorsal striatum. Dose-dependent responses were also observed in accumbens-shell and striatum in vivo, with significant increases in extracellular dopamine levels. Molecular dynamics simulations identified contrasting conformational changes of DAT for inhibitors (cocaine) and releasers (amphetamine). 2-DPMP led to molecular rearrangements toward an outward-facing DAT conformation that suggested a cocaine-type effect. The present combination of molecular modeling with experimental neurobiological procedures allows for extensive characterization of the mechanisms of drug actions at DAT as the main molecular target of stimulants, and provides an insight into the role of dopamine in the molecular and neurobiological mechanisms of brain responses to stimulant NPS that have addictive potential. Such knowledge reveals the risk of addiction related to NPS use. The research presented here can be adapted for other psychostimulants that act at their membrane protein targets.
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  • 文章类型: Journal Article
    The Zr4+ complexes with desferrioxamine (H3DFO) and its derivatives are the only 89Zr-based imaging agents for proton emission tomography (PET) that have been used so far in clinical trials. Nevertheless, a complete speciation of the Zr4+/H3DFO system in solution has never been performed and the stability constants of the relevant complexes are still unknown. Here we report, for the first time, the speciation of this system in water, performed by potentiometric titrations, and the determination of the stability constants of all complexes formed in the pH range 2.5-11.5. Surprisingly, although desferrioxamine gives rise to very stable 1:1 complexes with Zr4+ (logK = 36.14 for Zr4+ + DFO3- = [ZrDFO]+), 2:2 and 2:3 ones are also formed in solution. Depending on the conditions, these binuclear complexes can be main species in solution. These results were corroborated by small-angle X-ray scattering (SAXS) and MALDI mass spectrometry analyses of complex solutions. Information on complex structures was obtained by means of density functional theory (DFT) calculations.
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  • 文章类型: Journal Article
    Novel psychoactive substances (NPS) are increasingly prevalent world-wide although their pharmacological characteristics are largely unknown; those with stimulant properties, due to interactions with the dopamine transporter (DAT), have addictive potential which their users may not realise. We evaluated the binding of 1-(1-benzofuran-5-yl)-N-methylpropan-2-amine (5-MAPB) to rat striatal DAT by means of quantitative autoradiography with [125I]RTI-121, and the effects of 5-MAPB on electrically-evoked dopamine efflux by fast-cyclic voltammetry in rat brain slices. 5-MAPB displaced [125I]RTI-121 in a concentration-dependent manner, with significant effects at 10 and 30μM. The voltammetry data suggest that 5-MAPB reduces the rate of dopamine reuptake; while the peak dopamine efflux was not increased, the area under the curve was augmented. 5-MAPB can also cause reverse dopamine transport consistent with stimulant properties, more similar to amphetamine than cocaine. Molecular modelling and docking studies compared the binding site of DAT in complex with 5-MAPB to dopamine, amphetamine, 5-APB, MDMA, cocaine and RTI-121. This structural comparison reveals a binding mode for 5-MAPB found in the primary binding (S1) site, central to transmembrane domains 1, 3, 6 and 8, which overlaps with the binding modes of dopamine, cocaine and its analogues. Atomistic molecular dynamics simulations further show that, when in complex with 5-MAPB, DAT can exhibit conformational transitions that spontaneously isomerize the transporter into inward-facing state, similarly to that observed in dopamine-bound DAT. These novel insights, offered by the combination of computational methods of biophysics with neurobiological procedures, provide structural context for NPS at DAT and relate them with their functional properties at DAT as the molecular target of stimulants.
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  • 文章类型: Journal Article
    本文的目的是提供一个概念证明,证明分子建模方法可以用作综合策略的一部分,以支持与作用模式/不良结果途径(MoA/AOP)框架一致的毒性预测。为了说明分子建模在预测毒理学中的作用,我们进行了一项案例研究,采用分子建模方法预测过氧化物酶体增殖物激活的核受体γ(PPARγ)的激活是肝脏脂肪变性的潜在分子起始事件(MIE).结合不同的计算机方法的逐步程序(基于对接和药效团过滤的虚拟筛选,和分子场分析)用于筛选PPARγ完全激动剂并预测其反式激活活性(EC50)。分类模型预测PPARγ完全激动剂的性能指标是平衡准确率=81%,敏感性=85%,特异性=76%。用于预测PPARγ完全激动剂EC50的3DQSAR模型具有以下统计参数:q2cv=0.610,Nopt=7,SEPcv=0.505,r2pr=0.552。为了支持PPARγ激动预测与前列腺增生潜能的联系,将分子建模与独立进行的有效体内毒性数据的机械挖掘相结合,然后进行ToxPrint化学型分析.所研究的方法证明了预测MIE的潜力,为了促进MoA/AOP阐述的过程,为了增加对AOP的科学信心,并成为3D化学型开发的基础。
    The aim of this paper was to provide a proof of concept demonstrating that molecular modelling methodologies can be employed as a part of an integrated strategy to support toxicity prediction consistent with the mode of action/adverse outcome pathway (MoA/AOP) framework. To illustrate the role of molecular modelling in predictive toxicology, a case study was undertaken in which molecular modelling methodologies were employed to predict the activation of the peroxisome proliferator-activated nuclear receptor γ (PPARγ) as a potential molecular initiating event (MIE) for liver steatosis. A stepwise procedure combining different in silico approaches (virtual screening based on docking and pharmacophore filtering, and molecular field analysis) was developed to screen for PPARγ full agonists and to predict their transactivation activity (EC50). The performance metrics of the classification model to predict PPARγ full agonists were balanced accuracy=81%, sensitivity=85% and specificity=76%. The 3D QSAR model developed to predict EC50 of PPARγ full agonists had the following statistical parameters: q2cv=0.610, Nopt=7, SEPcv=0.505, r2pr=0.552. To support the linkage of PPARγ agonism predictions to prosteatotic potential, molecular modelling was combined with independently performed mechanistic mining of available in vivo toxicity data followed by ToxPrint chemotypes analysis. The approaches investigated demonstrated a potential to predict the MIE, to facilitate the process of MoA/AOP elaboration, to increase the scientific confidence in AOP, and to become a basis for 3D chemotype development.
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