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Comparing effects of attractive interactions in crowded systems: nonspecific, hydrophobic, and hydrogen bond interactions 比较拥挤系统中吸引力相互作用的效果:非特异性、疏水和氢键相互作用
Pub Date : 2024-01-31 DOI: 10.7717/peerj-pchem.31
Saman Bazmi, Stefan Wallin
The equilibrium stability of a protein is determined by its amino acid sequence and the solution conditions, such as temperature, pH and presence of chemical denaturant. The stability of a single protein in two identical solutions can nonetheless differ if other macromolecules, termed cosolutes or crowders, are present in one of the solutions at concentrations high enough to occupy a substantial fraction of the solution volume. This effect, due to the presence of the crowders, decreases or increases the stability depending on the interactions between the protein and crowders. Hard-core steric repulsions, which are responsible for the reduction in free volume, are expected to entropically stabilize the protein while attractive interactions can be destabilizing. Here we use a coarse-grained protein model to assess the impact of different types of crowder-protein interactions on the stability of a 35-amino acid model sequence folding into a helical bundle. We find that, for the same interaction strength and concentration, spherical crowders with a hydrophobic character are more destabilizing than crowders interacting nonspecifically with the protein. However, the two types of interactions differ in the degree of association between crowders and protein. At an interaction strength for which the attractive interactions roughly counteracts the stabilizing hard-core repulsions, the nonspecific interactions lead to much stronger crowder-protein association than the hydrophobic interactions. Additionally, we study crowders in the form of polypeptide chains, which are capable of hydrogen bonding with the protein. These peptide crowders have a destabilizing effect even at relatively low crowder concentrations, especially if the sequence of the peptide crowders includes hydrophobic amino acids. Our findings emphasize the importance of the interplay between different types of attractive crowder-protein interactions and entropic effects in determining the net effect on protein stability.
蛋白质的平衡稳定性取决于其氨基酸序列和溶液条件,如温度、pH 值和化学变性剂的存在。然而,如果其中一种溶液中存在其他大分子(称为共溶质或挤出物),且其浓度高到足以占据溶液体积的很大一部分,那么两种相同溶液中单一蛋白质的稳定性就会不同。这种效应取决于蛋白质与挤入物之间的相互作用,挤入物的存在会降低或增加稳定性。硬核立体排斥是造成自由体积减少的原因,预计它将使蛋白质在熵上趋于稳定,而吸引力相互作用则会破坏蛋白质的稳定性。在这里,我们使用一个粗粒度蛋白质模型来评估不同类型的拥挤者-蛋白质相互作用对折叠成螺旋束的 35 氨基酸模型序列稳定性的影响。我们发现,在相同的相互作用强度和浓度下,具有疏水特性的球形挤体比与蛋白质非特异性相互作用的挤体更容易破坏稳定性。然而,这两类相互作用在挤水团与蛋白质之间的关联程度上有所不同。在吸引力相互作用大致抵消了稳定的硬核排斥力的相互作用强度下,非特异性相互作用导致的挤出物与蛋白质的结合比疏水相互作用要强得多。此外,我们还研究了能与蛋白质发生氢键作用的多肽链形式的挤出物。这些多肽挤出物即使在挤出物浓度相对较低的情况下也会产生不稳定效应,尤其是当多肽挤出物的序列包括疏水氨基酸时。我们的发现强调了不同类型的吸引性挤出物-蛋白质相互作用和熵效应之间的相互作用在决定对蛋白质稳定性的净影响方面的重要性。
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引用次数: 0
Genetic algorithm-based re-optimization of the Schrock catalyst for dinitrogen fixation 基于遗传算法的施罗克二氮固定催化剂再优化
Pub Date : 2023-12-05 DOI: 10.7717/peerj-pchem.30
Magnus Strandgaard, Julius Seumer, Bardi Benediktsson, A. Bhowmik, T. Vegge, Jan H. Jensen
This study leverages a graph-based genetic algorithm (GB-GA) for the design of efficient nitrogen-fixing catalysts as alternatives to the Schrock catalyst, with the aim to improve the energetics of key reaction steps. Despite the abundance of nitrogen in the atmosphere, it remains largely inaccessible due to its inert nature. The Schrock catalyst, a molybdenum-based complex, offered a breakthrough but its practical application is limited due to low turnover numbers and energetic bottlenecks. The genetic algorithm in our study explores the chemical space for viable modifications of the Schrock catalyst, evaluating each modified catalyst’s fitness based on reaction energies of key catalytic steps and synthetic accessibility. Through a series of selection and optimization processes, we obtained fully converged catalytic cycles for 20 molecules at the B3LYP level of theory. From these results, we identified three promising molecules, each demonstrating unique advantages in different aspects of the catalytic cycle. This study offers valuable insights into the potential of generative models for catalyst design. Our results can help guide future work on catalyst discovery for the challenging nitrogen fixation process.
本研究利用基于图的遗传算法(GB-GA)设计高效的固氮催化剂作为Schrock催化剂的替代品,旨在提高关键反应步骤的能量学。尽管大气中含有丰富的氮,但由于它的惰性,它在很大程度上仍然是不可接近的。Schrock催化剂,一种钼基配合物,提供了一个突破,但由于周转率低和能量瓶颈,其实际应用受到限制。本研究中的遗传算法探索了Schrock催化剂可行改性的化学空间,根据关键催化步骤的反应能和合成可达性评估每种改性催化剂的适合度。通过一系列的选择和优化过程,我们获得了20个分子在理论B3LYP水平上的完全收敛的催化循环。从这些结果中,我们确定了三个有前途的分子,每个分子在催化循环的不同方面都表现出独特的优势。这项研究为催化剂设计生成模型的潜力提供了有价值的见解。我们的研究结果可以帮助指导未来在具有挑战性的固氮过程中发现催化剂的工作。
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引用次数: 0
Comprehensive study of autoignition characteristics of propane 丙烷自燃特性的综合研究
Pub Date : 2023-06-19 DOI: 10.7717/peerj-pchem.29
Muhammad Farhan
Ignition delay times (IDT) for stoichiometric propane (C3H8) diluted with nitrogen were measured in a shock tube facility under reflected shock wave conditions at pressures ranging from 1 to 10 atm and temperatures between 850 and 1500 K. The experiments were limited to a maximum pressure of 10 atm due to the facility’s constraints. In addition, numerical simulations were conducted using several detailed kinetic mechanisms at pressures from 1 to 30 atm and three equivalence ratios (φ = 0.5, 1, and 2) to provide comparative insights. The results indicated that IDT decreases as pressure increases, with a more significant reduction observed between 1 and 10 atm compared to 10 to 30 atm. While most models exhibited similar trends and minimal discrepancies, the GRI Mech 3.0 mechanism demonstrated a slower prediction of ignition delay times at temperatures below 1250 K. In contrast, the POLIMI model exhibited a relatively faster prediction at temperatures above 1250 K, with the deviation between the two models becoming more pronounced as pressure increased. A comparative analysis revealed that the experimental predictions of propane autoignition behavior were in good agreement with the results obtained using the ARAMCO 3.0 mechanism. To further understand the chemistry governing the autoignition process of C3H8, a sensitivity analysis was performed for a stoichiometric mixture at three distinct temperatures (850 K, 1200 K, and 1550 K).
在激波反射条件下,在压力为1 ~ 10atm,温度为850 ~ 1500k的激波反射条件下,用氮气稀释化学计量丙烷(C3H8)的点火延迟时间(IDT)进行了测量。由于设备的限制,实验的最大压力被限制在10atm。此外,在1 ~ 30 atm压力和3种等效比(φ = 0.5、1和2)下,采用几种详细的动力学机制进行了数值模拟,以提供比较的见解。结果表明,IDT随着压力的增加而降低,与10 ~ 30 atm相比,在1 ~ 10 atm之间的降低更为显著。虽然大多数模型显示出相似的趋势和最小的差异,但GRI Mech 3.0机制显示出在温度低于1250 K时点火延迟时间的预测速度较慢。相比之下,POLIMI模式在1250 K以上的温度下表现出相对较快的预测速度,随着压力的增加,两种模式之间的偏差越来越明显。对比分析表明,实验预测的丙烷自燃行为与采用ARAMCO 3.0机制得到的结果吻合较好。为了进一步了解控制C3H8自燃过程的化学性质,对三种不同温度(850 K、1200 K和1550 K)下的化学计量混合物进行了灵敏度分析。
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引用次数: 0
Toeholder: a software for automated design and in silico validation of toehold riboswitches Toeholder:一个用于自动设计和在计算机上验证Toeholder核开关的软件
Pub Date : 2023-06-09 DOI: 10.7717/peerj-pchem.28
Angel F. Cisneros, Francois D. Rouleau, Carla Bautista, Pascale Lemieux, Nathan Dumont-Leblond
Synthetic biology aims to engineer biological circuits, which often involve gene expression. A particularly promising group of regulatory elements are riboswitches because of their versatility with respect to their targets, but early synthetic designs were not as attractive because of a reduced dynamic range with respect to protein regulators. Only recently, the creation of toehold switches helped overcome this obstacle by also providing an unprecedented degree of orthogonality. However, a lack of automated design and optimization tools prevents the widespread and effective use of toehold switches in high throughput experiments. To address this, we developed Toeholder, a comprehensive open-source software for toehold design and in silico comparison. Toeholder takes into consideration sequence constraints from experimentally tested switches, as well as data derived from molecular dynamics simulations of a toehold switch. We describe the software and its in silico validation results, as well as its potential applications and impacts on the management and design of toehold switches.
合成生物学的目标是设计生物电路,这通常涉及基因表达。一组特别有前途的调控元件是核糖体开关,因为它们的靶标具有多功能性,但早期的合成设计并不具有吸引力,因为相对于蛋白质调节剂而言,其动态范围较低。直到最近,脚点开关的发明才通过提供前所未有的正交度帮助克服了这一障碍。然而,缺乏自动化设计和优化工具阻碍了在高通量实验中广泛和有效地使用支点开关。为了解决这个问题,我们开发了Toeholder,这是一个全面的开源软件,用于支撑点设计和硅比较。Toeholder考虑了来自实验测试开关的序列约束,以及来自Toeholder开关分子动力学模拟的数据。我们描述了该软件及其在计算机上的验证结果,以及其潜在的应用和对脚开关管理和设计的影响。
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引用次数: 0
In-silico assay of a dosing vehicle based on chitosan-TiO2 and modified benzofuran-isatin molecules against Pseudomonas aeruginosa 基于壳聚糖- tio2和改性苯并呋喃-isatin分子的铜绿假单胞菌给药载体的硅内实验
Pub Date : 2023-04-05 DOI: 10.7717/peerj-pchem.27
A high priority of the World Health Organization (WHO) is the study of drugs against Pseudomonas aeruginosa, which has developed antibiotic resistance. In this order, recent research is analyzing biomaterials and metal oxide nanoparticles, such as chitosan (QT) and TiO2 (NT), which can transport molecules with biological activity against bacteria, to propose them as drug carrier candidates. In the present work, 10 modified benzofuran-isatin molecules were studied through computational simulation using density functional theory (DFT) and molecular docking assays against Hfq and LpxC (proteins of P. aeruginosa). The results show that the ligand efficiency of commercial drugs C-CP and C-AZI against Hfq is low compared with the best-designed molecule MOL-A. However, we highlight that the influence of NT promotes a better interaction of some molecules, where MOL-E generates a better interaction by 0.219 kcal/mol when NT is introduced in Hfq, forming the system Hfq-NT (Target-NT). Similar behavior is observed in the LpxC target, in which MOL-J is better at 0.072 kcal/mol. Finally, two pharmacophoric models for Hfq and LpxC implicate hydrophobic and aromatic-hydrophobic fragments.
世界卫生组织(世卫组织)的一项高度优先事项是研究抗已产生抗生素耐药性的铜绿假单胞菌的药物。在这方面,最近的研究正在分析生物材料和金属氧化物纳米颗粒,如壳聚糖(QT)和TiO2 (NT),它们可以运输具有生物活性的分子对抗细菌,提出它们作为药物载体的候选物。本文利用密度泛函理论(DFT)对10个改性苯并呋喃-isatin分子进行了计算模拟,并对P. aeruginosa蛋白Hfq和LpxC进行了分子对接分析。结果表明,与最佳设计分子MOL-A相比,商业药物C-CP和C-AZI对Hfq的配体效率较低。然而,我们强调NT的影响促进了一些分子的更好的相互作用,其中当NT引入Hfq时,mol - e产生了0.219 kcal/mol的更好的相互作用,形成了Hfq-NT (Target-NT)体系。在LpxC靶中也观察到类似的行为,其中mol - j在0.072 kcal/mol时表现更好。最后,Hfq和LpxC的两个药效模型涉及疏水和芳香-疏水片段。
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引用次数: 0
How to tune the absorption spectrum of chlorophylls to enable better use of the available solar spectrum 如何调整叶绿素的吸收光谱,以便更好地利用可用的太阳光谱
Pub Date : 2022-12-19 DOI: 10.7717/peerj-pchem.26
Pedro J. Silva, Maria Osswald-Claro, Rosário Castro Mendonça
Photon capture by chlorophylls and other chromophores in light-harvesting complexes and photosystems is the driving force behind the light reactions of photosynthesis. Excitation of photosystem II allows it to receive electrons from the water-oxidizing oxygen-evolution complex and to transfer them to an electron-transport chain that generates a transmembrane electrochemical gradient and ultimately reduces plastocyanin, which donates its electron to photosystem I. Subsequently, excitation of photosystem I leads to electron transfer to a ferredoxin which can either reduce plastocyanin again (in so-called “cyclical electron-flow”) and release energy for the maintenance of the electrochemical gradient, or reduce NADP+ to NADPH. Although photons in the far-red (700–750 nm) portion of the solar spectrum carry enough energy to enable the functioning of the photosynthetic electron-transfer chain, most extant photosystems cannot usually take advantage of them due to only absorbing light with shorter wavelengths. In this work, we used computational methods to characterize the spectral and redox properties of 49 chlorophyll derivatives, with the aim of finding suitable candidates for incorporation into synthetic organisms with increased ability to use far-red photons. The data offer a simple and elegant explanation for the evolutionary selection of chlorophylls a, b, c, and d among all easily-synthesized singly-substituted chlorophylls, and identified one novel candidate (2,12-diformyl chlorophyll a) with an absorption peak shifted 79 nm into the far-red (relative to chlorophyll a) with redox characteristics fully suitable to its possible incorporation into photosystem I (though not photosystem II). chlorophyll d is shown by our data to be the most suitable candidate for incorporation into far-red utilizing photosystem II, and several candidates were found with red-shifted Soret bands that allow the capture of larger amounts of blue and green light by light harvesting complexes.
叶绿素和其他发色团在光采集复合体和光系统中捕获的光子是光合作用光反应背后的驱动力。光系统II的激发使其能够接收来自水氧化析氧复合物的电子,并将它们转移到电子传输链上,该电子传输链产生跨膜电化学梯度,并最终还原将其电子提供给光系统I的质体花青素。随后,光系统I的激发导致电子转移到铁氧还蛋白,铁氧还素可以再次还原质体花青素(以所谓的“循环电子流”)并释放能量以维持电化学梯度,或者将NADP+还原为NADPH。尽管太阳光谱中远红色(700–750 nm)部分的光子携带的能量足以使光合电子传递链发挥作用,但大多数现存的光系统通常无法利用它们,因为它们只能吸收波长较短的光。在这项工作中,我们使用计算方法来表征49种叶绿素衍生物的光谱和氧化还原性质,目的是找到合适的候选者,以掺入具有更强使用远红色光子能力的合成生物体中。这些数据为叶绿素a、b、c和d在所有容易合成的单取代叶绿素中的进化选择提供了一个简单而优雅的解释,并鉴定了一种新的候选物(2,12-二甲酰基叶绿素a),其吸收峰向远红色(相对于叶绿素a)移动79nm,其氧化还原特性完全适合其可能并入光系统I(尽管不是光系统II)。我们的数据表明,叶绿素d是最适合结合到利用光系统II的远红光中的候选者,并且发现了几个具有红移的Soret带的候选者,这些带允许通过光捕获复合物捕获大量的蓝光和绿光。
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引用次数: 1
Molecular insights into the binding of carnosine and anserine to human serum carnosinase 1 (CN1) 肌肽和丝氨酸与人血清肌肽酶1(CN1)结合的分子见解
Pub Date : 2022-10-20 DOI: 10.7717/peerj-pchem.25
Borvornwat Toviwek, S. Koonawootrittriron, T. Suwanasopee, P. Pongprayoon
Carnosine (CAR) and anserine (ANS) are histidine-containing dipeptides that show the therapeutic properties and protective abilities against diabetes and cognitive deficit. Both dipeptides are rich in meat products and have been used as a supplement. However, in humans, both compounds have a short half-life due to the rapid degradation by dizinc carnosinase 1 (CN1) which is a hurdle for its therapeutic application. To date, a comparative study of carnosine- and anserine-CN1 complexes is limited. Thus, in this work, molecular dynamics (MD) simulations were performed to explore the binding of carnosine and anserine to CN1. CN1 comprises 2 chains (Chains A and B). Both monomers are found to work independently and alternatingly. The displacement of Zn2+ pair is found to disrupt the substrate binding. CN1 employs residues from the neighbour chain (H235, T335, and T337) to form the active site. This highlights the importance of a dimer for enzymatic activity. Anserine is more resistant to CN 1 than carnosine because of its bulky and dehydrated imidazole moiety. Although both dipeptides can direct the peptide oxygen to the active Zn2+ which can facilitate the catalytic reaction, the bulky methylated imidazole on anserine promotes various poses that can retard the hydrolytic activity in contrast to carnosine. Anserine is likely to be the temporary competitive inhibitor by retarding the carnosine catabolism.
肌肽(CAR)和鹅胺(ANS)是含组氨酸的二肽,对糖尿病和认知障碍具有治疗和保护作用。这两种二肽都富含肉制品,并已被用作补充剂。然而,在人类中,由于二锌肌肽酶1 (CN1)的快速降解,这两种化合物的半衰期都很短,这是其治疗应用的一个障碍。迄今为止,对肌肽-和鹿素- cn1复合物的比较研究是有限的。因此,在这项工作中,进行了分子动力学(MD)模拟来探索肌肽和雁胺与CN1的结合。CN1由2条链(链A和链B)组成。这两种单体可以独立或交替地起作用。发现Zn2+对的位移破坏了底物结合。CN1利用邻链(H235, T335和T337)的残基形成活性位点。这突出了二聚体对酶活性的重要性。由于其体积大且脱水的咪唑部分,鹅胺比肌肽对cn1的抗性更强。虽然这两种二肽都能将肽氧引导到活性的Zn2+上,从而促进催化反应,但与肌肽相比,鹅胺上的大块甲基化咪唑促进了各种姿态,从而延缓了水解活性。鹅胺可能通过延缓肌肽的分解代谢而成为暂时的竞争性抑制剂。
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引用次数: 2
Investigating the effects of intermolecular interactions on nonlinear optical properties of binary mixtures with high repetition rate femtosecond laser pulses 用高重复率飞秒激光脉冲研究分子间相互作用对二元混合物非线性光学性质的影响
Pub Date : 2022-06-07 DOI: 10.7717/peerj-pchem.23
R. Gupta, S. Verma, S. Singhal, Surya Kant, D. Goswami
Measurements of nonlinear optical (NLO) properties of different binary mixtures having carbon disulfide (CS2) as the common component, namely CS2-acetone, CS2-cyclopentanone, CS2-toluene, and CS2-carbon tetrachloride (CCl4), are carried out by using the z-scan technique. Open-aperture z-scan (OAZS) and close-aperture z-scan (CAZS) experiments are performed to determine the nonlinear absorption coefficient (β) and nonlinear refractive index (n2) of all binary liquid mixtures at various compositions of the components by employing a pulsed, high repetition rate (HRR) femtosecond laser. Also, we were able to use the flowing liquid to measure NLO properties in the CS2-acetone binary mixture to remove the cumulative thermal effects produced due to the pulsed HRR laser light. Nonlinear refractive index (n2) values are found to be influenced by the weak dipole-induced dipole intermolecular interactions between the nonpolar CS2 and polar acetone as well as cyclopentanone of the respective binary mixtures. On the contrary n2 values are not found to be affected by the intermolecular interactions in CS2-toluene and CS2-CCl4 binary mixtures. In comparison, the nonlinear absorption coefficient (β) values are not found to be affected by the same in all different sets of binary mixtures.
使用z扫描技术测量了以二硫化碳(CS2)为常见组分的不同二元混合物,即CS2丙酮、CS2环戊酮、CS2甲苯和CS2四氯化碳(CCl4)的非线性光学(NLO)性质。采用脉冲高重复率(HRR)飞秒激光器,进行了开孔z扫描(OAZS)和闭孔z扫描实验,以确定所有二元液体混合物在不同成分下的非线性吸收系数(β)和非线性折射率(n2)。此外,我们能够使用流动的液体来测量CS2-丙酮二元混合物中的NLO特性,以消除由脉冲HRR激光产生的累积热效应。发现非线性折射率(n2)值受到非极性CS2和极性丙酮以及相应二元混合物的环戊酮之间的弱偶极诱导的偶极分子间相互作用的影响。相反,在CS2-甲苯和CS2-CCl4二元混合物中,没有发现n2值受到分子间相互作用的影响。相比之下,在所有不同的二元混合物中,非线性吸收系数(β)值并没有受到相同的影响。
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引用次数: 1
Efficient sequestration of lead from aqueous systems by peanut shells and compost: evidence from fixed bed column and batch scale studies 花生壳和堆肥有效地从水系统中螯合铅:来自固定床柱和批量研究的证据
Pub Date : 2022-01-21 DOI: 10.7717/peerj-pchem.21
G. Mustafa Shah, M. Imran, U. Aiman, M. Mohsin Iqbal, M. Akram, H. Javeed, Atika Waqar, F. Rabbani
Lead (Pb) is a pervasive contaminant and poses a serious threat to living beings. The present study aims at batch and fixed bed column scale potential of commercial compost (CCB) and peanut shells biosorbents (PSB) for the sequestration of Pb from contaminated aqueous systems. The PSB and CCB were characterized with FTIR, SEM and Brunauer Emmett-Teller (BET) to get insight of the adsorption behavior of both materials. Fixed bed column scale experiments were performed at steady state flow (2.5 and 5.0 mL/min), initial Pb concentrations (25 and 50 mg/L) and dosage of each adsorbent (3.0 and 6.0 g/column). Columns packed (15.9 cm2) with PSB and CCB have revealed excellent adsorption of Pb with PSB as compared with CCB. The total volume of injected contaminated water was 1,500 mL and 3,000 mL at 2.5 and 5.0 mL/min, respectively while total bed volume number was 157. A series of batch experiments with CCB and PSB was conducted at adsorbent dosage (1.25–5.0 g/L), initial Pb level (25–100 mg/L), interaction time (0–180 min) and solution pH (4–10) at room temperature. Batch scale results revealed that PSB removed 92% Pb from water at 25 mg Pb/L concentration as compared with CCB (79%). The presence of competing ions in groundwater showed less Pb removal as compared with synthetic water. The experimental data were simulated with equilibrium isothermal models: Langmuir, Freundlich, and kinetic models: pseudo first order, pseudo second order and intra-particle diffusion. The Freundlich and pseudo second order models better described the equilibrium and kinetic experimental data, respectively with maximum sorption of 42.5 mg/g by PSB which is also evident from FTIR functional groups and SEM results. While equilibrium sorption of Pb onto CCB was equally explained by Freundlich and Langmuir models. These findings indicate that PSB could be an active and ecofriendly biosorbent for the sequestration of metals from contaminated aqueous systems.
铅是一种普遍存在的污染物,对生物构成严重威胁。本研究旨在研究商业堆肥(CCB)和花生壳生物吸附剂(PSB)对污染水体中铅的间歇和固定床柱规模潜力。利用红外光谱(FTIR)、扫描电镜(SEM)和BET (bruauer emmet - teller)对两种材料的吸附行为进行了表征。固定床柱尺度实验分别在稳态流量(2.5和5.0 mL/min)、初始Pb浓度(25和50 mg/L)和吸附剂用量(3.0和6.0 g/柱)下进行。用PSB和CCB填充的柱(15.9 cm2)与CCB相比,PSB对Pb的吸附效果更好。以2.5 mL/min和5.0 mL/min注入污染水的总体积分别为1500 mL和3000 mL,总床容积数为157个。在吸附剂用量(1.25 ~ 5.0 g/L)、初始Pb浓度(25 ~ 100 mg/L)、作用时间(0 ~ 180 min)和溶液pH(4 ~ 10)的条件下,对CCB和PSB进行了一系列的批量实验。批量试验结果显示,在25 mg Pb/L浓度下,PSB对水中铅的去除率为92%,而CCB的去除率为79%。与合成水相比,地下水中竞争离子的存在对铅的去除效果较差。实验数据用平衡等温模型Langmuir, Freundlich和动力学模型伪一阶,伪二阶和粒子内扩散进行了模拟。Freundlich和伪二阶模型分别较好地描述了平衡和动力学实验数据,PSB的最大吸附量为42.5 mg/g,从FTIR官能团和SEM结果也可以看出这一点。而Pb在CCB上的平衡吸附同样可以用Freundlich和Langmuir模型来解释。这些发现表明,PSB可能是一种活性的、生态友好的生物吸附剂,用于从污染的水系统中隔离金属。
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引用次数: 7
Fast and automated identification of reactions with low barriers using meta-MD simulations 使用meta-MD模拟快速自动识别低屏障反应
Pub Date : 2021-12-15 DOI: 10.26434/chemrxiv-2021-qlsgm
M. Rasmussen, Jan H. Jensen
We test our meta-molecular dynamics (MD) based approach for finding low-barrier (<30 kcal/mol) reactions (SciPost Chem. 2021, 1, 003) on uni- and bimolecular reactions extracted from the barrier dataset developed by Grambow et al. (Scientific Data 2020, 7, 137). For unimolecular reactions the meta-MD simulations identify 25 of the 26 products found by Grambow et al., while the subsequent semiempirical screening eliminates an additional four reactions due to at an overestimation of the reaction energies or estimated barrier heights relative to DFT. In addition, our approach identifies an additional 36 reactions not found by Grambow et al., 10 of which are <30 kcal/mol. For bimolecular reactions the meta-MD simulations identify 19 of the 20 reactions found by Grambow et al., while the subsequent semiempirical screening eliminates an additional reaction. In addition, we find 34 new low-barrier reactions. For bimolecular reactions we found that it is necessary to ”encourage” the reactants to go to previously undiscovered products, by including products found by other MD simulations when computing the biasing potential as well as decreasing the size of the molecular cavity in which the MD occurs, until a reaction is observed. We also show that our methodology can find the correct products for two reactions that are more representative of those encountered in synthetic organic chemistry. The meta-MD hyperparameters used in this study thus appears to be generally applicable to finding low-barrier reactions.
我们测试了基于元分子动力学(MD)的方法,用于从Grambow等人开发的势垒数据集中提取的单分子和双分子反应中寻找低势垒(<30 kcal/mol)反应(SciPost Chem. 2021, 1,003)(科学数据2020,7,137)。对于单分子反应,meta-MD模拟识别了Grambow等人发现的26种产物中的25种,而随后的半经验筛选消除了另外4种反应,这是由于反应能量或相对于DFT的势垒高度估计过高。此外,我们的方法还发现了Grambow等人没有发现的另外36个反应,其中10个<30 kcal/mol。对于双分子反应,meta-MD模拟识别了Grambow等人发现的20个反应中的19个,而随后的半经验筛选消除了另外一个反应。此外,我们还发现了34个新的低势垒反应。对于双分子反应,我们发现有必要“鼓励”反应物生成以前未发现的产物,在计算偏倚电位时,包括其他MD模拟发现的产物,并减小发生MD的分子腔的大小,直到观察到反应。我们还表明,我们的方法可以找到两种反应的正确产物,这两种反应更能代表合成有机化学中遇到的反应。因此,本研究中使用的meta-MD超参数似乎普遍适用于寻找低屏障反应。
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引用次数: 2
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PeerJ physical chemistry
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