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Enhancing the Throughput of FT Mass Spectrometry Imaging Using Compressed Sensing and Subspace Modeling 利用压缩传感和子空间建模提高FT质谱成像的吞吐量
Pub Date : 2021-10-01 DOI: 10.33774/chemrxiv-2021-ks1vf
Yuxuan Richard Xie, Daniel Coelho de Castro, S. Rubakhin, J. Sweedler, F. Lam
Mass spectrometry imaging (MSI) allows for untargeted mapping of the chemical compositions of tissues with attomole detection limits. MSI using Fourier transform-based mass spectrometers, such as FT-ion cyclotron resonance (FT-ICR), grants the ability to examine the chemical space with unmatched mass resolution and mass accuracy. However, direct imaging of large tissue samples on FT-ICR is restrictively slow. In this work, we present an approach that combines the subspace modeling of ICR temporal signals with compressed sensing to accelerate high-resolution FT-ICR MSI. A joint subspace and sparsity constrained reconstruction enables the creation of high-resolution imaging data from the sparsely sampled and short-time acquired transients. Simulation studies and experimental implementation of the proposed acquisition in investigation of brain tissues demonstrate a factor of 10 enhancement in throughput of FT-ICR MSI, without the need for instrumental or hardware modifications.
质谱成像(MSI)允许对具有相同检测极限的组织的化学成分进行非靶向映射。MSI使用基于傅立叶变换的质谱仪,如FT离子回旋共振(FT-ICR),能够以无与伦比的质量分辨率和质量精度检查化学空间。然而,在FT-ICR上对大组织样本进行直接成像的速度非常慢。在这项工作中,我们提出了一种将ICR时间信号的子空间建模与压缩传感相结合的方法,以加速高分辨率FT-ICR-MSI。联合子空间和稀疏性约束重建能够从稀疏采样和短时间采集的瞬态中创建高分辨率成像数据。在脑组织研究中,所提出的采集的模拟研究和实验实施表明,在不需要仪器或硬件修改的情况下,FT-ICR-MSI的吞吐量提高了10倍。
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引用次数: 9
Efficient Dynamic Computational Strategy for Heterogeneous Catalysis Based on Neural Network Potential Energy Surface: A Case Study of Temperature-Dependent Thermodynamics and Kinetics for the Chemisorbed on-surface CO 基于神经网络势能面的高效多相催化动力学计算策略——以CO表面化学吸附的温度相关热力学和动力学为例
Pub Date : 2021-10-01 DOI: 10.33774/chemrxiv-2021-jpk9v
Jun Chen, Tan Jin, Tonghao Shen, Mingjun Yang, Zhe-ning Chen
As a favorable alternative and complement of experimental techniques, computational tools on top of ab initio calculations have played an indispensable role in revealing the molecular details, thermodynamics and kinetics in catalytic reactions. The static computational strategy, which recovers the reaction thermodynamics and kinetics based on the calculations of a few stationary geometries at zero temperature and some ideal statistic mechanics models, is the most popular approach in theoretical catalysis due to its simplicity. In comparison, the ab initio molecular dynamics (AIMD) is a well-tested approach to provide more precise descriptions of catalytic processes, however, experiencing a significantly expensive computational cost in the direct ab initio calculation of potential energy and gradients. Here we proposed a highly efficient dynamic computational strategy for the calculation of thermodynamic and kinetic properties in heterogeneous catalysis on the basis of neural network potential energy surface (NN PES) and MD simulations. Taking CO adsorbate on Ru(0001) surface as the illustrative model catalytic system, we demonstrated that our NN-PES-based MD simulations can efficiently generate the reliable smooth two-dimensional potential-of-mean-force (2-D PMF) surfaces in a wide range of temperatures (from 300 to 900 K), and thus temperature-dependent thermodynamic properties can be obtained in a comprehensive investigation on the whole PMF surface rather than a rough estimation using ideal models based on a few optimized geometries. Moreover, MD simulations offer an effective way to describe the surface kinetics such as the CO adsorbate on-surface movement, which goes beyond the most popular static estimation based on calculated free energy barrier and transition state theory (TST). By comparing the results obtained in the dynamic and static approaches, we further revealed that the dynamic strategy significantly improves the predictions of both thermodynamic and kinetic properties as compared to the popular ideal statistic mechanics approaches such as harmonic analysis and TST. It is expected that this accurate yet efficient dynamic strategy can be a powerful tool in understanding reaction mechanisms and reactivity of a catalytic surface system, and further guides the rational design of heterogeneous catalysts.
作为实验技术的一种有利的替代和补充,从头计算之上的计算工具在揭示催化反应的分子细节、热力学和动力学方面发挥了不可或缺的作用。静态计算策略是理论催化中最流行的方法,它基于零温度下几个静止几何结构的计算和一些理想的统计力学模型来恢复反应热力学和动力学。相比之下,从头计算分子动力学(AIMD)是一种经过充分测试的方法,可以提供更精确的催化过程描述,然而,在势能和梯度的直接从头计算中,计算成本非常昂贵。在神经网络势能面(NN-PES)和MD模拟的基础上,我们提出了一种高效的动态计算策略,用于计算多相催化的热力学和动力学性质。以Ru(0001)表面的CO吸附质为说明性模型催化体系,我们证明了我们基于NN-PES的MD模拟可以在宽温度范围(300-900K)内有效地生成可靠的光滑二维平均力(2-DPMF)表面势,因此可以在对整个PMF表面的全面研究中获得与温度相关的热力学性质,而不是使用基于几个优化几何形状的理想模型进行粗略估计。此外,MD模拟提供了一种有效的方法来描述表面动力学,如表面运动中的CO吸附质,这超出了基于计算的自由能垒和过渡态理论(TST)的最流行的静态估计。通过比较动态和静态方法获得的结果,我们进一步表明,与谐波分析和TST等流行的理想统计力学方法相比,动态策略显著提高了对热力学和动力学性质的预测。预计这种准确而有效的动力学策略可以成为理解催化表面系统的反应机理和反应性的有力工具,并进一步指导多相催化剂的合理设计。
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引用次数: 0
Facile synthesis of novel heterogenous Rh/COF catalyst and its application in tandem selective transfer hydrogenation and mono-methylation of Nitro compounds with Methanol 新型异相Rh/COF催化剂的简易合成及其在硝基化合物甲醇串联选择性转移加氢和单甲基化中的应用
Pub Date : 2021-09-30 DOI: 10.33774/chemrxiv-2021-6qtnd
Jianguo Liu, Mingyue Zhang, Nan Wang, Xiuzhi Wei, Bo Yang, Longlong Ma
The development of transition metal heterogeneous catalysts for economical and effective synthesis of N-methylamine, especially for the mono-methylation of amines is still challenging. Herein, two unprecedented Rh-supported COFs heterogeneous catalysts Rh/MelCOF was facile synthesized by Schiff base reaction using melamine as a precursor, and for the first time, it was successfully applied to the effective and high selective tandem reaction of transfer hydrogenation and mono-methylation of nitroaromatic hydrocarbons with methanol as C1 and hydrogenation source, with water as the only by-product. A series of nitroaromatic hydrocarbons, including heterocyclic or sterically hindered derivatives, can be well tolerated and the catalyst could also be reused 4 times without losing significant reactivity. At the same time, the study of the Rh/MelCOF mechanism supports the hydrogen borrowing mechanism and puts forward the reaction pathway of azobenzene as an intermediate, which is better than the hydrogen transfer pathway from N-phenylhydroxylamine to aniline directly. This work not only expands the COF family but also provides an effective way to obtain mono N-methylated amines from nitroaromatic hydrocarbons, as well as the detailed mechanism of Rh/COF catalyzed tandem transfer hydrogenation and mono-methylation of amines.
开发用于经济有效合成N-甲胺的过渡金属多相催化剂,特别是用于胺的单甲基化的过渡金属催化剂仍然具有挑战性。本文以三聚氰胺为前驱体,通过席夫碱反应简单合成了两种前所未有的Rh负载的COFs多相催化剂Rh/MelCOF,并首次成功应用于以甲醇为加氢源的硝基芳烃转移加氢和单甲基化的高效高选择性串联反应,水是唯一的副产品。一系列硝基芳烃,包括杂环或空间位阻衍生物,可以很好地耐受,催化剂也可以重复使用4次而不会失去显著的反应性。同时,对Rh/MelCOF机理的研究支持了借氢机理,并提出了偶氮苯作为中间体的反应途径,该途径优于N-苯基羟胺直接向苯胺的氢转移途径。这项工作不仅扩展了COF家族,还提供了一种从硝基芳烃中获得单N-甲基胺的有效途径,以及Rh/COF催化胺的串联转移氢化和单甲基化的详细机理。
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引用次数: 7
An Efficient Synthesis of Tetrodotoxin 河豚毒素的高效合成
Pub Date : 2021-09-30 DOI: 10.33774/chemrxiv-2021-xkftp
David B. Konrad, Peter Ruehmann, Hiroyasu Ando, Belinda E. Hetzler, Bryan S. Matsuura, D. Trauner
Tetrodotoxin (TTX) is an indispensable probe in neuroscience, a biosynthetic and ecological enigma, and one of the most celebrated targets of synthetic chemistry. Here, we present a stereoselective synthesis of TTX that proceeds in 22 steps starting from a readily available glucose derivative. The central cyclohexane ring of TTX and its α-tertiary amine moiety was established via the intramolecular 1,3-dipolar cycloaddition of a nitrile oxide, followed by alkynyl addition to the resultant isoxazoline. After some carefully chosen protecting group manipulations, a ruthenium-catalyzed hydroxylactonization set the stage for the formation of its dioxa-adamantane core. Installation of the guanidine, oxidation of a primary alcohol, and late-stage epimerization of the resultant aldehyde gave a mixture of TTX and anhydro TTX. Our synthesis represents one of the most effective of TTX reported to date and could give ready access to biologically active derivatives.
河豚毒素(TTX)是神经科学中不可或缺的探针,是生物合成和生态学的谜,也是合成化学中最著名的靶点之一。在这里,我们提出了TTX的立体选择性合成,该合成从容易获得的葡萄糖衍生物开始,分22步进行。TTX的中心环己烷环及其α-叔胺部分是通过氧化腈的分子内1,3-偶极环加成,然后炔基加成到生成的异恶唑啉中而建立的。经过一些精心选择的保护基操作,钌催化的羟基化为其二氧金刚烷核的形成奠定了基础。胍的安装、伯醇的氧化和所得醛的后期差向异构化得到TTX和脱水TTX的混合物。我们的合成是迄今为止报道的最有效的TTX之一,可以随时获得生物活性衍生物。
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引用次数: 1
Mechanistic insights of key host proteins and potential repurposed inhibitors regulating SARS-CoV-2 pathway 调节严重急性呼吸系统综合征冠状病毒2型途径的关键宿主蛋白和潜在再利用抑制剂的机制研究
Pub Date : 2021-09-30 DOI: 10.33774/chemrxiv-2021-65skk
Debabrata Pramanik, Aiswarya Pawar, Sudip Roy, Jayant K Singh
The emergence of pandemic situations originated from SARS-CoV-2 and its new variants created worldwide medical emergencies. Due to the non-availability of efficient drugs and vaccines, hundreds of thousands of people succumbed to death intoxicated by this virus. At these emergency hours, repurposing existing drugs can effectively treat patients critically infected by SARS-CoV-2. Using a high-throughput screening approach, we validated a list of potential repurposed drugs, like Nafamostat, Camostat, Silmitasertib, Valproic acid, Zotatifin, and essential host target proteins HDAC2, eIF4E2, CSK22, that are essential for viral mechanism. We determined multiple dissociation pathways of repurposed drugs, suggesting the availability of sub pockets within the host target proteins. We showed the preferential residues involved in the (un)binding kinetics of the ligands correlated to the underlying mechanism of the host protein activity. Interestingly, the residues we obtained for HDAC2 and CSK22 target proteins, which we highlighted, are also involved in the catalytic activity. The mechanistic insight presented in this work is envisaged to help use these key host proteins and potential repurposed drugs as a treatment for the SARS-CoV-2 virus.
新冠疫情的出现源于严重急性呼吸系统综合征冠状病毒2型及其新变种,造成了全球医疗紧急情况。由于缺乏有效的药物和疫苗,数十万人死于这种病毒。在这些紧急时刻,重新利用现有药物可以有效治疗严重急性呼吸系统综合征冠状病毒2型的重症感染患者。使用高通量筛选方法,我们验证了一系列潜在的再利用药物,如纳法莫司他、卡莫司他、西米他替布、丙戊酸、唑他芬和对病毒机制至关重要的重要宿主靶蛋白HDAC2、eIF4E2、CSK22。我们确定了重新利用药物的多种解离途径,表明宿主靶蛋白中存在亚口袋。我们展示了参与配体(非)结合动力学的优先残基与宿主蛋白活性的潜在机制相关。有趣的是,我们为HDAC2和CSK22靶蛋白获得的残基(我们强调了这一点)也参与了催化活性。这项工作中提出的机制见解有望帮助使用这些关键宿主蛋白和潜在的再利用药物来治疗严重急性呼吸系统综合征冠状病毒2型。
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引用次数: 1
An Efficient GaMD Multi-Level Enhanced Sampling Strategy for Polarizable Force Fields Simulations of Large Biological Systems 一种用于大型生物系统极化力场模拟的高效GaMD多级增强采样策略
Pub Date : 2021-09-30 DOI: 10.33774/chemrxiv-2021-ggjfx
Frédéric Célerse, Theo Jaffrelot-Inizan, Louis Lagardère, Olivier Adjoua, Pierre Monmarché, Yinglong Mia, E. Derat, Jean‐Philip Piquemal
We introduce a novel multi-level enhanced sampling strategy grounded on Gaussian accelerated Molecular Dynamics (GaMD). First, we propose a GaMD multi-GPUs -accelerated implementation within Tinker-HP. For the specific use with the flexible AMOEBA polarizable force field (PFF), we introduce the new "dual–water" GaMD mode. By adding harmonic boosts to the water stretching and bonding terms, it accelerates the solvent-solute interactions while enabling speedups with fast multiple–timestep integrators. To further reduce time-to-solution, we couple GaMD to Umbrella Sampling (US). The GaMD—US/dual–water approach is tested on the 1D Potential of Mean Force (PMF) of the CD2–CD58 system (168000 atoms) allowing the AMOEBA PMF to converge within 1 kcal/mol of the experimental value. Finally, Adaptive Sampling (AS) is added enabling AS–GaMD capabilities but also the introduction of the new Adaptive Sampling–US–GaMD (ASUS–GaMD) scheme. The highly parallel ASUS–GaMD setup decreases time to convergence by respectively 10 and 20 compared to GaMD–US and US.
我们介绍了一种新的基于高斯加速分子动力学(GaMD)的多级增强采样策略。首先,我们提出了一个GaMD多GPU加速在廷克惠普实现。对于柔性AMOEBA极化力场(PFF)的特定用途,我们引入了新的“双水”GaMD模式。通过在水拉伸和键合项中添加谐波增强,它加速了溶剂-溶质的相互作用,同时实现了快速多时间步长积分器的加速。为了进一步缩短求解时间,我们将GaMD与Umbrella Sampling(US)相结合。在CD2–CD58系统(168000个原子)的1D平均力势能(PMF)上测试了GaMD-US/双水方法,使AMOEBA PMF收敛在实验值的1 kcal/mol内。最后,增加了自适应采样(AS),实现了AS–GaMD功能,但也引入了新的自适应采样–US–GaMD(ASUS–GaMD)方案。与GaMD–US和US相比,高度并行的ASUS–GaMD设置将收敛时间分别缩短了10和20。
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引用次数: 0
Poly(thioether phenyl acrylate) Based Micelles Show Exclusively ROS-triggered Breakdown 基于聚(硫醚苯基丙烯酸酯)的胶束显示完全由ros触发的击穿
Pub Date : 2021-09-30 DOI: 10.33774/chemrxiv-2021-5wn7m
I. Piergentili, P. Bouwmans, Luuk Reinalda, Reece W. Lewis, Benjamin Klemm, Huanhuan Liu, R. D. de Kruijff, A. Denkova, R. Eelkema
In certain tumor and diseased tissues, reactive oxygen species (ROS), such as H2O2, are produced in higher concentrations than in healthy cells. To date, only few examples of drug delivery and release systems responds selectively to these small but significantly elevated ROS concentrations. In addition, assuring the stability of the polymer-based carrier in “healthy” biological conditions is still a challenge in the field of oxidation-sensitive materials. Here, we present ROS-responsive block copolymer micelles capable of achieving micellar disruption over days in the presence of 2 mM H2O2 and within hours under higher concentrations of H2O2 (60 – 600 mM). At the same time, these micelles are stable for over two weeks in oxidant-free physiological (pH = 7.4, 37°C) and for at least six days in mildly acidic (pH = 5.0 and pH = 6.0, 37°C) conditions. The observed selectivity is programmed into the material using a 4-(methylthio)phenyl ester based logic gate. Here, oxidation of the thioether moiety results in a large increase in ester hydrolytic lability, effectively switching the ester hydrolysis from off to on. The concept represents a step forward to realize signal responsive drug delivery materials capable of selective action in biological environments.
在某些肿瘤和病变组织中,活性氧(ROS)(如H2O2)的产生浓度高于健康细胞。到目前为止,只有少数药物递送和释放系统对这些小但显著升高的ROS浓度做出选择性反应。此外,在氧化敏感材料领域,确保聚合物基载体在“健康”生物条件下的稳定性仍然是一个挑战。在这里,我们提出了ROS响应性嵌段共聚物胶束,其能够在2 mM H2O2存在下数天内和在更高浓度H2O2(60–600 mM)下数小时内实现胶束破坏。同时,这些胶束在无氧化剂的生理条件(pH=7.4,37°C)下稳定两周以上,在弱酸性(pH=5.0和pH=6.0,37°C)条件下稳定至少六天。使用基于4-(甲硫基)苯基酯的逻辑门将观察到的选择性编程到材料中。在这里,硫醚部分的氧化导致酯水解不稳定性的大幅增加,有效地将酯水解从关闭切换到打开。这一概念代表着实现能够在生物环境中选择性作用的信号响应性药物递送材料向前迈出了一步。
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引用次数: 0
Catalytic Deracemization of α-Branched Aldehydes via Visible Light Promoted E/Z Isomerization of Enamine Intermediate 可见光促进烯胺中间体E/Z异构化催化α-支化醛去醛反应
Pub Date : 2021-09-30 DOI: 10.33774/chemrxiv-2021-wrrws
Mouxin Huang, Long Zhang, Tianrun Pan, S. Luo
Catalytic deracemization of α-branched aldehydes represents an unmet challenge with fundamental importance in carbonyl chemistry. In this work, we report a photochemical E/Z isomerization strategy for the deracemization of α-branched aldehydes by using simple aminocatalysts and readily available photosensitizers. Various racemic α-branched aldehydes could be directly transformed into their corresponding single enantiomers in high enantioselectivity. Rapid photodynamic E/Z isomerization and highly stereospecific iminium/enamine tautomerization are two key factors that underlie the highly effective enantio-enrichment. This study presents a distinctive photochemical E/Z isomerizing strategy for externally tuning enamine catalysis.
α-支化醛的催化去消旋是羰基化学中一个尚未解决的重要问题。在这项工作中,我们报告了一种光化学E/Z异构化策略,用于α-支化醛的去消旋,使用简单的氨基催化剂和容易获得的光敏剂。各种外消旋α-支化醛均可直接转化为相应的单对映体,具有较高的对映选择性。快速光动力学E/Z异构化和高度立体特异性的胺/胺互变异构化是实现高效对映体富集的两个关键因素。本研究提出了一种独特的光化学E/Z异构化策略,用于外部调节烯胺催化。
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引用次数: 0
The catalytic mechanism of the Suzuki-Miyaura reaction Suzuki—Miyaura反应的催化机理
Pub Date : 2021-09-30 DOI: 10.33774/chemrxiv-2021-64461
Juliet Macharia, C. Joshi, Joseph A. Izzo, Victor Wambua, Sungjin Kim, Jennifer S. Hirschi, Mathew J. Vetticatt
Abstract: Experimental and theoretical 13C kinetic isotope effects are utilized to obtain atomistic insight into the catalytic mechanism of the Pd(PPh3)4 catalyzed Suzuki-Miyaura reaction of aryl halides and aryl boronic acids. Under catalytic conditions, we establish that oxidative addition of aryl bromides occurs to a 12-electron monoligated palladium complex (Pd(PPh3)). For aryl iodides, the first irreversible step in the catalytic cycle precedes oxidative addition and is shown to be binding of the iodoarene to Pd(PPh3). Our results suggest that the commonly proposed oxidative addition to the 14-electron Pd(PPh3)2 complex can occur only in the presence of excess added ligand or under stoichiometric conditions. The transmetalation step, under catalytic conditions, is shown to proceed via a tetracoordinate boronate (8B4) intermediate with a Pd-O-B linkage.
摘要:利用13C动力学同位素实验和理论效应对Pd(PPh3)4催化芳基卤化物和芳基硼酸的Suzuki-Miyaura反应机理进行了原子层面的研究。在催化条件下,我们建立了芳基溴的氧化加成发生在12电子单聚钯配合物(Pd(PPh3))上。对于芳基碘化物,催化循环的第一个不可逆步骤先于氧化加成,并被证明是碘芳烃与Pd(PPh3)的结合。我们的研究结果表明,通常提出的对14电子Pd(PPh3)2络合物的氧化加成只能在过量添加配体或在化学计量条件下发生。在催化条件下,通过带有Pd-O-B键的四配位硼酸盐(8B4)中间体进行金属转化步骤。
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引用次数: 1
Understanding the Role of Geometric and Electronic Structure in Bioinspired Catalyst Design: the Case of Formate Dehydrogenase 理解几何和电子结构在生物催化剂设计中的作用:以甲酸脱氢酶为例
Pub Date : 2021-09-30 DOI: 10.33774/chemrxiv-2021-397ph
Mingjie Liu, Azadeh Nazemi, Michael Taylor, Aditya Nandy, Chenru Duan, A. Steeves, H. Kulik
The design of bioinspired synthetic inorganic molecular complexes is challenging, due to a lack of understanding of enzyme action and the degree to which that action can be translated into mimics. Exemplary of this challenge is the reversible conversion of formate into CO2 by formate dehydrogenase (FDH) enzymes with Mo/W centers in large molybdopterin cofactors. Despite numerous efforts to synthesize Mo/W-containing molecular complexes, none have been demonstrated to reproduce the full reactivity of FDH. Here, we carry out a large-scale, high-throughput screening study on all mononuclear Mo/W complexes currently deposited in Cambridge Structural Database (CSD). Using density functional theory, we systematically investigate the individual effects of metal identity, ligand identity, oxidation state, and coordination number on structural, electronic and catalytic properties. We compare our results on molecular complexes with quantum mechanics/molecular mechanics simulations on a representative FDH enzyme to further elucidate the influence of the enzyme environment. These comparisons reveal that the enzyme environment primarily influences the metal-local geometry, and these metal-local structural variations can improve catalysis. Through a series of computational mutations on molecular complexes, we extend beyond the CSD structures to further identify the limits of varied chalcogen and metal identity. This broad set and comparison reveal relatively little variation of electronic properties of the metal center due to the presence of the enzyme environment or changes in metal-distant ligand chemistry. Instead, these properties are found to be much more sensitive to the identity of the metal and the nature of the bound terminal chalcogen.
受生物启发的合成无机分子复合物的设计具有挑战性,因为缺乏对酶作用以及该作用转化为模拟物的程度的了解。这一挑战的示例是通过在大型钼蛋白辅因子中具有Mo/W中心的甲酸脱氢酶(FDH)将甲酸酯可逆转化为CO2。尽管进行了大量的努力来合成含Mo/W的分子复合物,但没有一种被证明能再现FDH的完全反应性。在这里,我们对目前存放在剑桥结构数据库(CSD)中的所有单核Mo/W复合物进行了大规模、高通量的筛选研究。利用密度泛函理论,我们系统地研究了金属身份、配体身份、氧化态和配位数对结构、电子和催化性能的单独影响。我们将分子复合物的结果与代表性FDH酶的量子力学/分子力学模拟进行了比较,以进一步阐明酶环境的影响。这些比较表明,酶环境主要影响金属的局部几何结构,这些金属的局部结构变化可以改善催化作用。通过分子复合物上的一系列计算突变,我们超越了CSD结构,进一步确定了各种硫族元素和金属身份的极限。这种广泛的集合和比较揭示了由于酶环境的存在或金属远处配体化学的变化,金属中心的电子性质的变化相对较小。相反,发现这些性质对金属的特性和结合的末端硫族元素的性质更敏感。
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引用次数: 0
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