FMO

FMO
  • 文章类型: Journal Article
    合成了式为[K(2,2,2-隐窝)][FeIII(TpivPP)(CO3)]·C6H5Cl·3H2O(I)的Fe(III)-碳酸六坐标栅栏卟啉配合物,并通过UV-Vis和FT-IR光谱进行了表征。(碳酸)(α,α,α,还通过XRD确定了α-四(邻新戊酰胺基苯基)高铁酸盐(III)。铁原子由吡咯环的四个氮原子和CO32-基团的两个氧原子六配位。复杂I,表征为三价铁高自旋复合物(S=5/2),呈现较高的Fe-Np(2.105(6)µ)和Fe-PC(0.654(2)µ)距离。X射线分子结构和Hirshfeld表面分析结果表明,I的晶体堆积是由C-H-O和C-H-Cg弱分子间氢相互作用引起的,涉及相邻的[FeIII(TPP)(CO3)]-离子配合物。在DFT/B3LYP-D3/LanL2DZ上进行了计算研究,以研究HOMO和LUMO分子前沿轨道以及所研究化合物内的反应性。通过使用2D和3DHirshfeld表面(HS)分析分析分子内和分子间相互作用来研究化合物I的稳定性。此外,进行了前沿分子轨道(FMO)计算和分子电子势(MEP)分析以确定电子定位,亲电子,和亲核区,以及所研究系统内的电荷转移(ECT)。
    An Fe(III)-carbonato six-coordinate picket fence porphyrin complex with the formula [K(2,2,2-crypt)][FeIII(TpivPP)(CO3)]·C6H5Cl·3H2O (I) has been synthesized and characterized by UV-Vis and FT-IR spectra. The structure of (carbonato)(α,α,α,α-tetrakis(o-pivalamidophenyl)porphinato)ferrate(III) was also established by XRD. The iron atom is hexa-coordinated by the four nitrogen atoms of the pyrrol rings and the two oxygen atoms of the CO32- group. Complex I, characterized as a ferric high-spin complex (S = 5/2), presented higher Fe-Np (2.105(6) Å) and Fe-PC (0.654(2) Å) distances. Both X-ray molecular structure and Hirshfeld surface analysis results show that the crystal packing of I is made by C-H⋯O and C-H⋯Cg weak intermolecular hydrogen interactions involving neighboring [FeIII(TpivPP)(CO3)]- ion complexes. Computational studies were carried out at DFT/B3LYP-D3/LanL2DZ to investigate the HOMO and LUMO molecular frontier orbitals and the reactivity within the studied compound. The stability of compound I was investigated by analyzing both intra- and inter-molecular interactions using the 2D and 3DHirshfeld surface (HS) analyses. Additionally, the frontier molecular orbital (FMO) calculations and the molecular electronic potential (MEP) analyses were conducted to determine the electron localizations, electrophilic, and nucleophilic regions, as well as charge transfer (ECT) within the studied system.
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  • 文章类型: Journal Article
    极化和电荷转移相互作用在含有金属的配体-受体复合物中起重要作用,只有量子力学方法才能充分描述它们对结合能的贡献。在这项工作中,我们选择了一组人类碳酸酐酶II(hCAII)的苯磺酰胺配体-一种重要的药物靶标,在活性位点包含Zn2离子-作为案例研究,以预测金属蛋白-配体复合物中的结合自由能,并设计了结合从头算片段分子轨道(FMO)方法和GRID方法的专门计算方法。为了重现这些系统中的实验结合自由能,我们采用了机器学习的方法,这里命名为公式生成器(FG),考虑到不同的FMO能源术语,疏水相互作用能(由GRID计算)和logP。FG方法的主要优点是它可以找到用于预测结合自由能的能量项之间的非线性关系,明确显示他们的数学关系。这项工作表明了FG方法的有效性,因此,它可能是开发新评分函数的重要工具。的确,我们的评分函数显示与实验结合自由能高度相关(R2=0.76-0.95,RMSE=0.34-0.18),揭示了能量项之间的非线性关系,并强调了疏水接触所起的相关作用。这些结果,随着配体-受体相互作用的FMO表征,代表支持设计新的和有效的hCAII抑制剂的重要信息。
    Polarization and charge-transfer interactions play an important role in ligand-receptor complexes containing metals, and only quantum mechanics methods can adequately describe their contribution to the binding energy. In this work, we selected a set of benzenesulfonamide ligands of human Carbonic Anhydrase II (hCA II)-an important druggable target containing a Zn2+ ion in the active site-as a case study to predict the binding free energy in metalloprotein-ligand complexes and designed specialized computational methods that combine the ab initio fragment molecular orbital (FMO) method and GRID approach. To reproduce the experimental binding free energy in these systems, we adopted a machine-learning approach, here named formula generator (FG), considering different FMO energy terms, the hydrophobic interaction energy (computed by GRID) and logP. The main advantage of the FG approach is that it can find nonlinear relations between the energy terms used to predict the binding free energy, explicitly showing their mathematical relation. This work showed the effectiveness of the FG approach, and therefore, it might represent an important tool for the development of new scoring functions. Indeed, our scoring function showed a high correlation with the experimental binding free energy (R2 = 0.76-0.95, RMSE = 0.34-0.18), revealing a nonlinear relation between energy terms and highlighting the relevant role played by hydrophobic contacts. These results, along with the FMO characterization of ligand-receptor interactions, represent important information to support the design of new and potent hCA II inhibitors.
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  • 文章类型: Journal Article
    黄素依赖性单加氧酶(FMO)是一类有价值的生物催化剂,其可以区域选择性地引入羟基用于生物活性化合物的靶向修饰。这里,我们展示了fdeE,TheFMOfromHerbaspirillumseropedicaeSmR1,whichisapartofthenaringeninadmissionpathandisactivetowardawiderangeoffeteroids-flavanones,黄酮,异黄酮,和黄酮醇。生物信息学和生化分析揭示了所分析的酶与其他F8HFMO之间的高度相似性,这可能表明微生物出现类黄酮降解途径的趋同进化机制。通过操纵反应环境的简单方法可以稳定地形成羟基化产物,在体内和体外测定中均显示出非常高的反应性。这种方法导致8-羟基槲皮素-棉素滴度为0.16g/L,此外,这是该化合物生产的第一份报告。
    Flavin-dependent monooxygenases (FMOs) are a valuable group of biocatalysts that can regioselectively introduce a hydroxy group for the targeted modification of biologically active compounds. Here, we present the fdeE, the FMO from Herbaspirillum seropedicae SmR1 that is a part of the naringenin degradation pathway and is active towards a wide range of flavonoids-flavanones, flavones, isoflavones, and flavonols. Bioinformatics and biochemical analysis revealed a high similarity between the analyzed enzyme and other F8H FMOs what might indicate convergent evolutionary mechanism of flavonoid degradation pathway emergence by microorganism. A simple approach with the manipulation of the reaction environment allowed the stable formation of hydroxylation products, which showed very high reactivity in both in vivo and in vitro assays. This approach resulted in an 8-hydroxyquercetin-gossypetin titer of 0.16 g/L and additionally it is a first report of production of this compound.
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  • 文章类型: Journal Article
    结肠癌是一种普遍且可能致命的疾病,需要早期和准确的诊断才能有效治疗。传统的结肠癌诊断方法往往在准确性和效率方面存在局限性。导致早期发现和治疗的挑战。为了应对这些挑战,本文介绍了一种利用人工智能的创新方法,特别是卷积神经网络(CNN)和FisherMantis优化器,用于自动检测结肠癌。深度学习技术的利用,特别是CNN,能够从医学成像数据中提取复杂的特征,提供了一个强大而有效的诊断模型。此外,FisherMantis优化器,一种生物启发的优化算法,其灵感来自于羚羊虾的狩猎行为,用于微调CNN的参数,提高其收敛速度和性能。这种混合方法旨在通过利用深度学习和自然优化的优势来解决传统诊断方法的局限性,以提高结肠癌诊断的准确性和有效性。在包含结肠癌图像的综合数据集上对所提出的方法进行了评估,结果证明了其优于传统诊断方法。CNN-FisherMantis优化器模型表现出高灵敏度,特异性,以及区分癌症和非癌结肠组织的总体准确性。生物优化算法与深度学习技术的集成不仅有助于结肠癌计算机辅助诊断工具的进步,而且有望增强对这种疾病的早期检测和诊断。从而促进及时干预和改善患者预后。各种CNN设计,如GoogLeNet和ResNet-50,用于捕获与结肠疾病相关的特征。然而,由于特征丰富,在特征提取和数据分类中都引入了不准确性。为了解决这个问题,使用FisherMantisOptimizer算法实现了特征减少技术,优于遗传算法和模拟退火等替代方法。在对不同指标的评估中获得了令人鼓舞的结果,包括灵敏度,特异性,准确度,和F1-Score,被发现是94.87%,96.19%,97.65%,96.76%,分别。
    Colon cancer is a prevalent and potentially fatal disease that demands early and accurate diagnosis for effective treatment. Traditional diagnostic approaches for colon cancer often face limitations in accuracy and efficiency, leading to challenges in early detection and treatment. In response to these challenges, this paper introduces an innovative method that leverages artificial intelligence, specifically convolutional neural network (CNN) and Fishier Mantis Optimizer, for the automated detection of colon cancer. The utilization of deep learning techniques, specifically CNN, enables the extraction of intricate features from medical imaging data, providing a robust and efficient diagnostic model. Additionally, the Fishier Mantis Optimizer, a bio-inspired optimization algorithm inspired by the hunting behavior of the mantis shrimp, is employed to fine-tune the parameters of the CNN, enhancing its convergence speed and performance. This hybrid approach aims to address the limitations of traditional diagnostic methods by leveraging the strengths of both deep learning and nature-inspired optimization to enhance the accuracy and effectiveness of colon cancer diagnosis. The proposed method was evaluated on a comprehensive dataset comprising colon cancer images, and the results demonstrate its superiority over traditional diagnostic approaches. The CNN-Fishier Mantis Optimizer model exhibited high sensitivity, specificity, and overall accuracy in distinguishing between cancer and non-cancer colon tissues. The integration of bio-inspired optimization algorithms with deep learning techniques not only contributes to the advancement of computer-aided diagnostic tools for colon cancer but also holds promise for enhancing the early detection and diagnosis of this disease, thereby facilitating timely intervention and improved patient prognosis. Various CNN designs, such as GoogLeNet and ResNet-50, were employed to capture features associated with colon diseases. However, inaccuracies were introduced in both feature extraction and data classification due to the abundance of features. To address this issue, feature reduction techniques were implemented using Fishier Mantis Optimizer algorithms, outperforming alternative methods such as Genetic Algorithms and simulated annealing. Encouraging results were obtained in the evaluation of diverse metrics, including sensitivity, specificity, accuracy, and F1-Score, which were found to be 94.87%, 96.19%, 97.65%, and 96.76%, respectively.
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  • 文章类型: Journal Article
    Psilocin,或4-HO-DMT(或3-(2-二甲基氨基乙基)-1H-吲哚-4-醇),是一种来自色胺家族的精神活性生物碱物质,从裸盖菌蘑菇中分离出来。各种研究小组正在研究这种物质,因为它在某些剂量下具有明显的治疗作用。在这项工作中,用理论方法对psilocin的结构和性质进行了研究:极性溶剂(乙腈,二甲基亚砜,水,和四氢呋喃)对结构参数,光谱特性(拉曼,IR,和UV-Vis),前沿分子轨道(FMO),分子静电势(MEP)表面,和非线性光学参数(NLO)。在B3LYP/6-311++G(d,p)通过密度泛函理论(DFT)方法得出的水平。IEFPCM用于说明溶剂效应。使用分子中的原子(AIM)确定了psilocin和溶剂分子之间的非共价相互作用(NCI)的类型和性质。缩减密度梯度法(RDG),电子定位函数(ELF),和定位轨道定位器(LOL)。实验和计算FT-IR,FT-拉曼,和紫外-可见光谱进行了比较,发现有很好的一致性。
    Psilocin, or 4-HO-DMT (or 3-(2-dimethylaminoethyl)-1H-indol-4-ol), is a psychoactive alkaloid substance from the tryptamine family, isolated from Psilocybe mushrooms. This substance is being studied by various research groups because it has a clear therapeutic effect in certain dosages. In this work, the study of the structure and properties of psilocin was carried using theoretical methods: the effects of polar solvents (acetonitrile, dimethylsulfoxide, water, and tetrahydrofuran) on the structural parameters, spectroscopic properties (Raman, IR, and UV-Vis), frontier molecular orbital (FMO), molecular electrostatic potential (MEP) surface, and nonlinear optical parameters (NLO). Theoretical calculations were performed at the B3LYP/6-311++G(d,p) level by the density functional theory (DFT) method. IEFPCM was used to account for solvent effects. The types and nature of non-covalent interactions (NCI) between psilocin and solvent molecules were determined using Atoms in Molecules (AIM), the reduced density gradient method (RDG), the electron localization function (ELF), and the localization orbital locator (LOL). Experimental and calculated FT-IR, FT-Raman, and UV-Vis spectra were compared and found to be in good agreement.
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  • 文章类型: Journal Article
    背景:阿尔茨海默病,类似于心脏的冠状动脉疾病,是一种由神经细胞损伤引起的进行性脑部疾病。
    方法:本研究利用计算方法探索了14种抗乙酰胆碱酯酶(AChE)衍生物(1-14)作为潜在治疗方法。通过仔细检查它们与11种必需靶蛋白(AChE,Aβ,BChE,GSK-3β,MAOB,PDE-9,朊病毒,PSEN-1,sEH,Tau,和TDP-43),并将其与已建立的药物如多奈哌齐进行比较,加兰他敏,美金刚,还有利伐斯的明,配体14显现出来。在分子动力学模拟中,与关键1QTI蛋白具有最强键并超过药物相似性标准的蛋白质在不同温度(300-320K)下也在酶的口袋中表现出显著的稳定性。此外,我们利用密度泛函理论(DFT)来计算偶极矩和分子轨道性质,包括评估AChE衍生物的热力学稳定性。
    结果:这一发现表明,潜在的治疗相互作用进一步支持理论和未来的体外和体内研究。
    结论:配体14因此成为对抗阿尔茨海默病的有希望的候选者。
    BACKGROUND: Alzheimer\'s disease, akin to coronary artery disease of the heart, is a progressive brain disorder driven by nerve cell damage.
    METHODS: This study utilized computational methods to explore 14 anti-acetylcholinesterase (AChE) derivatives (1 ̶ 14) as potential treatments. By scrutinizing their interactions with 11 essential target proteins (AChE, Aβ, BChE, GSK-3β, MAO B, PDE-9, Prion, PSEN-1, sEH, Tau, and TDP-43) and comparing them with established drugs such as donepezil, galantamine, memantine, and rivastigmine, ligand 14 emerged as notable. During molecular dynamics simulations, the protein boasting the strongest bond with the critical 1QTI protein and exceeding drug-likeness criteria also exhibited remarkable stability within the enzyme\'s pocket across diverse temperatures (300 ̶ 320 K). In addition, we utilized density functional theory (DFT) to compute dipole moments and molecular orbital properties, including assessing the thermodynamic stability of AChE derivatives.
    RESULTS: This finding suggests a welldefined, potentially therapeutic interaction further supported by theoretical and future in vitro and in vivo investigations.
    CONCLUSIONS: Ligand 14 thus emerges as a promising candidate in the fight against Alzheimer\'s disease.
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  • 文章类型: Journal Article
    分析了通过N的孤对子和CO的π键的共振来增强肽键顺序。根据局部分子轨道开发了键顺序的分解,并将其应用于肽键。提出了混合轨道的两个旋转的组合,以改进碎片分子轨道方法中的边界处理。所开发的方法适用于肽键,并且发现将π轨道保留在边界上两个碎片的变分空间中至关重要。讨论了Trp笼(1L2Y)中常规氨基酸残基之间的相互作用能。
    The enhancement of the peptide bond order by a resonance in the lone pair of N and the π-bond of CO is analyzed. A decomposition of the bond order in terms of localized molecular orbitals is developed and applied to the peptide bond. A combination of two rotations of hybrid orbitals is proposed to improve the boundary treatment in the fragment molecular orbital method. The developed approach is applied to peptide bonds, and it is found crucial to retain the π orbital in the variational space of both fragments across the boundary. The interaction energies between conventional amino acid residues in Trp-cage (1L2Y) are discussed.
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  • 文章类型: Journal Article
    植物中的黄素单加氧酶(FMO)基因超家族参与了各种过程,这些过程因其参与生长素生物合成而被广泛记录。专门的代谢物生物合成,和植物微生物防御信号。FMO在防御信号和抗病性中的作用最近已成为焦点,因为它们可能提供增加植物免疫反应的机会,包括导致系统获得性抗性。但没有很好的特点。我们提供了在维管植物基因组中发现的FMO的综合目录,在深度,170个小麦TaFMO基因的序列结构,顺式调控要素,和由于转座元素插入而引起的变化。分子系统发育将TaFMO分为三个进化枝(A,B,和C)我们进一步报道了基因复制模式,以及TaFMO子分化中同源扩增和保留的差异率。我们讨论了在其他谷物基因组中类似地看到基因扩增的CladeBTaFMO。来自各种研究的转录组数据表明,B2TaFMO亚分化参与了针对生物营养和坏死病原体的疾病反应,通过启动子元件分析证实。我们假设某些TaFMO对非生物和生物胁迫都有反应,提供增强抗病性的潜在目标,植物产量等重要农艺性状。总之,小麦和其他农作物中的FMO是一种尚未开发的资源,可用于提高农作物的质量。
    The Flavin Monooxygenase (FMO) gene superfamily in plants is involved in various processes most widely documented for its involvement in auxin biosynthesis, specialized metabolite biosynthesis, and plant microbial defense signaling. The roles of FMOs in defense signaling and disease resistance have recently come into focus as they may present opportunities to increase immune responses in plants including leading to systemic acquired resistance, but are not well characterized. We present a comprehensive catalogue of FMOs found in genomes across vascular plants and explore, in depth, 170 wheat TaFMO genes for sequence architecture, cis-acting regulatory elements, and changes due to Transposable Element insertions. A molecular phylogeny separates TaFMOs into three clades (A, B, and C) for which we further report gene duplication patterns, and differential rates of homoeologue expansion and retention among TaFMO subclades. We discuss Clade B TaFMOs where gene expansion is similarly seen in other cereal genomes. Transcriptome data from various studies point towards involvement of subclade B2 TaFMOs in disease responses against both biotrophic and necrotrophic pathogens, substantiated by promoter element analysis. We hypothesize that certain TaFMOs are responsive to both abiotic and biotic stresses, providing potential targets for enhancing disease resistance, plant yield and other important agronomic traits. Altogether, FMOs in wheat and other crop plants present an untapped resource to be exploited for improving the quality of crops.
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  • 文章类型: Journal Article
    背景:黄素单加氧酶(FMO)是负责氧化广谱外源和内源胺的酶。越来越多的证据表明,三甲胺(TMA)一种由肠道细菌产生的化合物,也被认为是一种工业污染物,有助于心血管疾病。FMO将TMA转化为三甲胺氧化物(TMAO),这是心血管风险的新兴标志。这项研究假设大鼠的血压表型可能与FMO表达的变化有关。方法:评估FMO1,FMO3和FMO5在肾脏中的表达,肝脏,肺,小肠,正常血压雄性Wistar-Kyoto大鼠(WKY)和两种不同的高血压大鼠模型:自发性高血压大鼠(SHR)和血管紧张素II诱发高血压(WKY-ANG)的WKY大鼠。在基线和静脉内施用TMA后,使用液相色谱-质谱(LC-MS)测量TMA和TMAO的血浆浓度。结果:我们发现FMOs在WKY中的表达,SHR,WKY-ANG大鼠按FMO3>FMO1>FMO5降序排列。在肝脏中观察到FMO的最高表达。值得注意的是,与WKY和WKY-ANG大鼠相比,SHR在肝脏中表现出显著升高的FMO3表达。此外,SHR的血浆TMAO/TMA比值明显高于WKY大鼠。结论:SHR显示FMO3的表达增强和更高的血浆TMAO/TMA比率。FMO表达和胺代谢的变异性可能与SHR中观察到的高血压表型有关。
    Background: Flavin monooxygenases (FMOs) are enzymes responsible for the oxidation of a broad spectrum of exogenous and endogenous amines. There is increasing evidence that trimethylamine (TMA), a compound produced by gut bacteria and also recognized as an industrial pollutant, contributes to cardiovascular diseases. FMOs convert TMA into trimethylamine oxide (TMAO), which is an emerging marker of cardiovascular risk. This study hypothesized that blood pressure phenotypes in rats might be associated with variations in the expression of FMOs. Methods: The expression of FMO1, FMO3, and FMO5 was evaluated in the kidneys, liver, lungs, small intestine, and large intestine of normotensive male Wistar-Kyoto rats (WKY) and two distinct hypertensive rat models: spontaneously hypertensive rats (SHRs) and WKY rats with angiotensin II-induced hypertension (WKY-ANG). Plasma concentrations of TMA and TMAO were measured at baseline and after intravenous administration of TMA using liquid chromatography-mass spectrometry (LC-MS). Results: We found that the expression of FMOs in WKY, SHR, and WKY-ANG rats was in the descending order of FMO3 > FMO1 >> FMO5. The highest expression of FMOs was observed in the liver. Notably, SHRs exhibited a significantly elevated expression of FMO3 in the liver compared to WKY and WKY-ANG rats. Additionally, the plasma TMAO/TMA ratio was significantly higher in SHRs than in WKY rats. Conclusion: SHRs demonstrate enhanced expression of FMO3 and a higher plasma TMAO/TMA ratio. The variability in the expression of FMOs and the metabolism of amines might contribute to the hypertensive phenotype observed in SHRs.
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  • 文章类型: Journal Article
    药物氧合主要由细胞色素P450(P450,CYP)和含黄素的单加氧酶(FMO)。已知P450和FMO的多态变体影响药物代谢。在药物代谢方面存在物种差异,并且在确定单个酶的贡献时可能很重要。药物代谢酶及其对药物发现和开发的影响的研究取得了显著的成功。狗和猪通常用作临床前动物模型。本研究更新提供了狗和猪中P450和FMO酶的信息,并与它们的人类酶进行了比较。新发现的狗CYP3A98,一种睾酮6β-和雌二醇16α-羟化酶,在小肠中大量表达,可能是小肠中主要的CYP3A酶,而狗CYP3A12是肝脏中主要的CYP3A酶。最近研究了最近鉴定的犬CYP2J2和猪CYP2J33/34/35的作用。FMO已在人类和包括狗和猪在内的几种其他物种中表征。P450和FMO家族成员也已在食蟹猴和普通绒猴中表征。P450具有工业应用,已成为许多制药公司关注的焦点。用于研究P450/FMO酶在药物氧化和临床治疗中的作用的技术尚未成熟,需要进一步开发。这里总结的发现为了解作为临床前模型的狗和猪的个体药代动力学和毒理学结果提供了基础,并将有助于进一步支持对人类P450/FMO功能的分子机制的理解。
    Drug oxygenation is mainly mediated by cytochromes P450 (P450s, CYPs) and flavin-containing monooxygenases (FMOs). Polymorphic variants of P450s and FMOs are known to influence drug metabolism. Species differences exist in terms of drug metabolism and can be important when determining the contributions of individual enzymes. The success of research into drug-metabolizing enzymes and their impacts on drug discovery and development has been remarkable. Dogs and pigs are often used as preclinical animal models. This research update provides information on P450 and FMO enzymes in dogs and pigs and makes comparisons with their human enzymes. Newly identified dog CYP3A98, a testosterone 6β- and estradiol 16α-hydroxylase, is abundantly expressed in small intestine and is likely the major CYP3A enzyme in small intestine, whereas dog CYP3A12 is the major CYP3A enzyme in liver. The roles of recently identified dog CYP2J2 and pig CYP2J33/34/35 were investigated. FMOs have been characterized in humans and several other species including dogs and pigs. P450 and FMO family members have been characterized also in cynomolgus macaques and common marmosets. P450s have industrial applications and have been the focus of attention of many pharmaceutical companies. The techniques used to investigate the roles of P450/FMO enzymes in drug oxidation and clinical treatments have not yet reached maturity and require further development. The findings summarized here provide a foundation for understanding individual pharmacokinetic and toxicological results in dogs and pigs as preclinical models and will help to further support understanding of the molecular mechanisms of human P450/FMO functionality.
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