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Exploring the Properties of Unilamellar Vesicle Bilayers Formed by Ionic Liquid Surfactants for Future Applications in Nanomedicine. 探索离子液体表面活性剂形成的单纤毛膜囊泡双分子层的特性,促进纳米医学的未来应用。
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-02 DOI: 10.1021/acs.jpcb.4c01906
Cristian M O Lépori, M Alejandra Luna, Cecilia Challier, Paola R Beassoni, N Mariano Correa, R Dario Falcone

Two ionic liquids (ILs) with amphiphilic properties composed of 1-butyl-3-methylimidazolium dioctylsulfosuccinate (bmim-AOT) and 1-hexyl-3-methylimidazolium dioctylsulfosuccinate (hmim-AOT) form unilamellar vesicles spontaneously simply by dissolving the IL-like surfactant in water. These novel vesicles were characterized using two different and highly sensitive fluorescent probes: 6-propionyl-2-(dimethylaminonaphthalene) (PRODAN) and trans-4-[4-(dimethylamino)-styryl]-1-methylpyridinium iodide (HC). These fluorescent probes provide information about the physicochemical properties of the bilayer, such as micropolarity, microviscosity, and electron-donor capacity. In addition, the biocompatibility of these vesicles with the blood medium was evaluated, and their toxicity was determined using Dictyostelium discoideum amoebas. First, using PRODAN and HC, it was found that the bilayer composition and the chemical structure of the ions at the interface produced differences between both amphiphiles, making the vesicles different. Thus, the bilayer of hmim-AOT vesicles is less polar, more rigid, and has a lower electron-donor capacity than those made by bmim-AOT. Finally, the results obtained from the hemolysis studies and the growth behavior of unicellular amoebas, particularly utilizing the D. discoideum assay, showed that both vesicular systems do not produce toxic effects up to a concentration of 0.02 mg/mL. This elegant assay, devoid of animal usage, highlights the potential of these newly organized systems for the delivery of drugs and bioactive molecules of different polarities.

由 1-丁基-3-甲基咪唑鎓二辛基磺基琥珀酸盐(bmim-AOT)和 1-己基-3-甲基咪唑鎓二辛基磺基琥珀酸盐(hmim-AOT)组成的两种具有两亲特性的离子液体(IL),只需将类似 IL 的表面活性剂溶解在水中,就能自发形成单酰胺囊泡。使用两种不同的高灵敏度荧光探针对这些新型囊泡进行了表征:6-丙酰基-2-(二甲氨基萘)(PRODAN)和反式-4-[4-(二甲基氨基)-苯乙烯基]-1-甲基吡啶鎓碘化物(HC)。这些荧光探针可提供双分子层的理化性质信息,如微泼度、微粘度和电子供体能力。此外,还评估了这些囊泡与血液培养基的生物相容性,并使用盘基变形虫测定了它们的毒性。首先,利用 PRODAN 和 HC 发现,这两种双亲化合物的双分子层组成和界面上离子的化学结构产生了差异,从而使囊泡有所不同。因此,与 bmim-AOT 相比,hmim-AOT 囊泡的双分子层极性更弱、刚性更大、电子供体能力更低。最后,从溶血研究和单细胞变形虫的生长行为(特别是利用 D. discoideum 试验)中获得的结果表明,这两种囊泡系统在 0.02 毫克/毫升的浓度下都不会产生毒性作用。这种无需使用动物的优雅检测方法,凸显了这些新组织系统在递送不同极性的药物和生物活性分子方面的潜力。
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引用次数: 0
Modifying Specific Ion Effects: Studies of Monovalent Ion Interactions with Amines. 改变特定离子效应:单价离子与胺相互作用的研究。
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-02 DOI: 10.1021/acs.jpcb.4c02359
Yanlin Li, Sangjun Yoo, Wei Bu, Honghu Zhang, Pulak Dutta

Specific ion effects in the interactions of monovalent anions with amine groups─one of the hydrophilic moieties found in proteins─were investigated using octadecylamine monolayers floating at air-aqueous solution interfaces. We find that at solution pH 5.7, larger monovalent anions induce a nonzero pressure starting at higher areas/molecules, i.e., a wider "liquid expanded" region in the monolayer isotherms. Using X-ray fluorescence at near total reflection (XFNTR), an element- and surface-specific technique, ion adsorption to the amines at pH 5.7 is confirmed to be ion-specific and to follow the conventional Hofmeister series. However, at pH 4, this ion specificity is no longer observed. We propose that at the higher pH, the amine headgroups are only partially protonated, and large polarizable ions such as iodine are better able to boost amine protonation. At the lower pH, on the other hand, the monolayer is fully protonated, and electrostatic interactions dominate over ion specificity. These results demonstrate that ion specificity can be modified by changing the experimental conditions.

我们使用漂浮在空气-水溶液界面上的十八胺单层研究了单价阴离子与胺基团(蛋白质中的亲水性分子之一)相互作用中的特定离子效应。我们发现,在溶液 pH 值为 5.7 时,较大的单价阴离子会在较高的区域/分子处产生非零压力,即在单层等温线中形成较宽的 "液体膨胀 "区域。利用近全反射 X 射线荧光(XFNTR)这一元素和表面特异性技术,证实了 pH 值为 5.7 时胺的离子吸附是离子特异性的,并遵循传统的霍夫迈斯特系列。然而,在 pH 值为 4 时,这种离子特异性就不再存在了。我们认为,在较高的 pH 值下,胺的头基仅部分质子化,而碘等可极化的大离子能更好地促进胺的质子化。另一方面,在较低的 pH 值下,单层完全质子化,静电相互作用主导离子特异性。这些结果表明,离子特异性可以通过改变实验条件来改变。
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引用次数: 0
One-Dimensional van der Waals Heterojunction Comprising Carbon Nanotube Half-Wrapped in Boron Nitride Nanotube: Deep Investigation of Thermal Rectification. 由半包在氮化硼纳米管中的碳纳米管组成的一维范德华异质结:热整流的深入研究。
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-02 DOI: 10.1021/acs.jpcb.4c01171
Ning Wu, Yingguang Liu, Zhibo Xing, Shuo Wang, Cheng Zhang

One-dimensional van der Waals (vdWs) heterostructures are celebrated for their exceptional thermal management capabilities, garnering significant research interest. Consequently, our research focused on the one-dimensional vdWs heterojunction comprising carbon nanotube half-wrapped in boron nitride nanotube (BNCNT), specifically their thermal rectification (TR) properties. We employed non-equilibrium molecular dynamics to explore the TR mechanism and assess the impacts of temperature, strain, and coupling strength on heat flux and TR ratio. Our findings reveal that the backward heat flux demonstrates greater atomic vibration instability, as indicated by mean square displacement (MSD), compared to forward heat flux. This instability leads to a higher concentration of localized phonons, thereby diminishing the backward heat flux and enhancing TR. Additionally, we utilized MSD to shed light on the negative differential thermal resistance phenomenon and the influence of stress on forward and backward heat fluxes. Remarkably, TR ratios reached 344% at 3% strain and 400% at -1% strain. Calculations of phonon density of states revealed a competitive mechanism between in-plane and out-of-plane phonons coupling in the inner carbon nanotube and an overlap degree of out-of-plane phonon spectra between the inner carbon nanotube and outer boron nitride nanotube. This accounts for the differing trends in forward and backward heat fluxes as coupling strength χ increases, with TR ratios exceeding 1000% at χ = 7.5. This study provides vital insights for advancing one-dimensional vdWs thermal rectifiers.

一维范德瓦尔斯(vdWs)异质结构因其卓越的热管理能力而备受赞誉,引起了人们的极大研究兴趣。因此,我们的研究重点是由半包在氮化硼纳米管(BNCNT)中的碳纳米管组成的一维范德华异质结,特别是它们的热整流(TR)特性。我们采用非平衡分子动力学来探索 TR 机制,并评估温度、应变和耦合强度对热通量和 TR 比率的影响。我们的研究结果表明,与前向热通量相比,后向热通量表现出更大的原子振动不稳定性,这可以用均方根位移(MSD)来表示。这种不稳定性导致局部声子更加集中,从而降低了后向热通量,提高了 TR。此外,我们还利用 MSD 揭示了负热阻差现象以及应力对前向和后向热通量的影响。值得注意的是,当应变为 3% 时,TR 比率达到 344%,当应变为 -1% 时,TR 比率达到 400%。声子状态密度计算显示,内层碳纳米管中的面内和面外声子耦合之间存在竞争机制,内层碳纳米管和外层氮化硼纳米管之间的面外声子光谱存在重叠度。这就解释了随着耦合强度 χ 的增加,前向和后向热通量的不同趋势,在 χ = 7.5 时,TR 比超过 1000%。这项研究为一维 vdWs 热整流器的发展提供了重要启示。
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引用次数: 0
Temperature-Dependent Dielectric Relaxation Measurements of (Betaine + Urea + Water) Deep Eutectic Solvent in Hz-GHz Frequency Window: Microscopic Insights into Constituent Contributions and Relaxation Mechanisms. 在 Hz-GHz 频率窗测量(甜菜碱 + 尿素 + 水)深共晶溶剂随温度变化的介电弛豫:对成分贡献和弛豫机制的微观洞察。
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-01 DOI: 10.1021/acs.jpcb.4c02784
Jayanta Mondal, Dhrubajyoti Maji, Sudipta Mitra, Ranjit Biswas

A combined experimental and simulation study of dielectric relaxation (DR) of a deep eutectic solvent (DES) composed of betaine, urea, and water with the composition [Betaine:Urea:Water = 11.7:12:1 (weight ratio) and 9:18:5 (molar ratio)] was performed to explore and understand the interaction and dynamics of this system. Temperature-dependent (303 ≤ T/K ≤ 343) measurements were performed over 9 decades of frequency, combining three different measurement setups. Measured DR, comprising four distinct steps with relaxation times spreading over a few picoseconds to several nanoseconds, was found to agree well with simulations. The simulated total DR spectra, upon dissection into three self (intraspecies) and three cross (interspecies) interaction contributions, revealed that the betaine-betaine self-term dominated (∼65%) the relaxation, while the urea-urea and water-water interactions contributed only ∼7% and ∼1%, respectively. The cross-terms (betaine-urea, betaine-water, and urea-water) together accounted for <30% of the total DR. The slowest DR component with a time constant of ∼1-10 ns derived dominant contribution from betaine-betaine interactions, where betaine-water and urea-water interactions also contributed. The subnanosecond (0.1-0.6 ns) time scale originated from all interactions except betaine-water interaction. An extensive interaction of water with betaine and urea severely reduced the average number of water-water H-bonds (∼0.7) and heavily decreased the static dielectric constant of water in this DES (εs ∼ 2). Furthermore, simulated first rank collective single particle reorientational relaxations (C1(t)) and the structural H-bond fluctuation dynamics (CHB (t)) exhibited multiexponential kinetics with time scales that corresponded well with those found both in the simulated and measured DR.

为了探索和理解该系统的相互作用和动力学,我们对甜菜碱、尿素和水组成的深共晶溶剂(DES)的介电弛豫(DR)进行了实验和模拟相结合的研究,其组成为[甜菜碱:尿素:水 = 11.7:12:1(重量比)和 9:18:5(摩尔比)]。结合三种不同的测量设置,在 9 个十年频率范围内进行了随温度变化(303 ≤ T/K ≤ 343)的测量。测量到的 DR 包括四个不同的步骤,弛豫时间从几皮秒到几纳秒不等,与模拟结果十分吻合。将模拟的总弛豫光谱分解为三个自身(种内)和三个交叉(种间)相互作用贡献后发现,甜菜碱-甜菜碱自身项主导了弛豫(∼65%),而尿素-尿素和水-水相互作用分别只贡献了∼7%和∼1%。交叉作用(甜菜碱-尿素、甜菜碱-水和尿素-水)共占 s ∼ 2)。此外,模拟的第一级集体单粒子重取向弛豫(C1(t))和结构 H 键波动动力学(CHB(t))表现出多指数动力学,其时间尺度与模拟和测量的 DR 中发现的时间尺度十分吻合。
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引用次数: 0
Refined Bonded Terms in Coarse-Grained Models for Intrinsically Disordered Proteins Improve Backbone Conformations. 本征紊乱蛋白质粗粒度模型中的细化键合项改善了骨架构象。
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-01 DOI: 10.1021/acs.jpcb.4c02823
Zixin Hu, Tiedong Sun, Wenwen Chen, Lars Nordenskiöld, Lanyuan Lu

Coarse-grained models designed for intrinsically disordered proteins and regions (IDP/Rs) usually omit some bonded potentials (e.g., angular and dihedral potentials) as a conventional strategy to enhance backbone flexibility. However, a notable drawback of this approach is the generation of inaccurate backbone conformations. Here, we addressed this problem by introducing residue-specific angular, refined dihedral, and correction map (CMAP) potentials, derived based on the statistics from a customized coil database. These bonded potentials were integrated into the existing Mpipi model, resulting in a new model, denoted as the "Mpipi+" model. Results show that the Mpipi+ model can improve backbone conformations. More importantly, it can markedly improve the secondary structure propensity (SSP) based on the experimental chemical shift and, consequently, succeed in capturing transient secondary structures. Moreover, the Mpipi+ model preserves the liquid-liquid phase separation (LLPS) propensities of IDPs.

为内在无序蛋白质和区域(IDP/Rs)设计的粗粒度模型通常会省略一些键合势垒(如角势垒和二面势垒),以此作为提高骨架灵活性的传统策略。然而,这种方法的一个显著缺点是会产生不准确的骨架构象。为了解决这个问题,我们引入了残基特定的角度势能、细化二面性势能和校正图(CMAP)势能,这些势能是根据定制线圈数据库的统计数据得出的。这些结合势能被整合到现有的 Mpipi 模型中,形成了一个新的模型,称为 "Mpipi+"模型。结果表明,Mpipi+ 模型可以改善骨架构象。更重要的是,它能显著改善基于实验化学位移的二级结构倾向(SSP),从而成功捕捉瞬时二级结构。此外,Mpipi+ 模型还保留了 IDPs 的液-液相分离倾向(LLPS)。
{"title":"Refined Bonded Terms in Coarse-Grained Models for Intrinsically Disordered Proteins Improve Backbone Conformations.","authors":"Zixin Hu, Tiedong Sun, Wenwen Chen, Lars Nordenskiöld, Lanyuan Lu","doi":"10.1021/acs.jpcb.4c02823","DOIUrl":"https://doi.org/10.1021/acs.jpcb.4c02823","url":null,"abstract":"<p><p>Coarse-grained models designed for intrinsically disordered proteins and regions (IDP/Rs) usually omit some bonded potentials (e.g., angular and dihedral potentials) as a conventional strategy to enhance backbone flexibility. However, a notable drawback of this approach is the generation of inaccurate backbone conformations. Here, we addressed this problem by introducing residue-specific angular, refined dihedral, and correction map (CMAP) potentials, derived based on the statistics from a customized coil database. These bonded potentials were integrated into the existing Mpipi model, resulting in a new model, denoted as the \"Mpipi+\" model. Results show that the Mpipi+ model can improve backbone conformations. More importantly, it can markedly improve the secondary structure propensity (SSP) based on the experimental chemical shift and, consequently, succeed in capturing transient secondary structures. Moreover, the Mpipi+ model preserves the liquid-liquid phase separation (LLPS) propensities of IDPs.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141475465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bidirectional Optical Control of Proton Motive Force in Escherichia coli Using Microbial Rhodopsins. 利用微生物罗多普勒蛋白双向光学控制大肠杆菌中的质子动力
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-01 DOI: 10.1021/acs.jpcb.4c03027
Kotaro Nakanishi, Keiichi Kojima, Yoshiyuki Sowa, Yuki Sudo

Proton (H+) motive force (PMF) serves as the energy source for the flagellar motor rotation, crucial for microbial motility. Here, to control PMF using light, we introduced light-driven inward and outward proton pump rhodopsins, RmXeR and AR3, into Escherichia coli. The motility of E. coli cells expressing RmXeR and AR3 significantly decreased and increased upon illumination, respectively. Tethered cell experiments revealed that, upon illumination, the torque of the flagellar motor decreased to nearly zero (28 pN nm) with RmXeR, while it increased to 1170 pN nm with AR3. These alterations in PMF correspond to +146 mV (RmXeR) and -140 mV (AR3), respectively. Thus, bidirectional optical control of PMF in E. coli was successfully achieved by using proton pump rhodopsins. This system holds a potential for enhancing our understanding of the roles of PMF in various biological functions.

质子(H+)动力(PMF)是鞭毛运动旋转的能量来源,对微生物的运动至关重要。为了利用光来控制质子动力,我们在大肠杆菌中引入了光驱动的内向和外向质子泵视蛋白 RmXeR 和 AR3。表达 RmXeR 和 AR3 的大肠杆菌细胞在光照下的运动能力分别显著下降和增强。系留细胞实验显示,在光照下,RmXeR 的鞭毛运动力矩几乎为零(28 pN nm),而 AR3 的鞭毛运动力矩则增加到 1170 pN nm。PMF的这些变化分别对应于+146 mV(RmXeR)和-140 mV(AR3)。因此,利用质子泵视紫红质成功实现了对大肠杆菌中 PMF 的双向光学控制。该系统有望加深我们对 PMF 在各种生物功能中的作用的理解。
{"title":"Bidirectional Optical Control of Proton Motive Force in <i>Escherichia coli</i> Using Microbial Rhodopsins.","authors":"Kotaro Nakanishi, Keiichi Kojima, Yoshiyuki Sowa, Yuki Sudo","doi":"10.1021/acs.jpcb.4c03027","DOIUrl":"https://doi.org/10.1021/acs.jpcb.4c03027","url":null,"abstract":"<p><p>Proton (H<sup>+</sup>) motive force (PMF) serves as the energy source for the flagellar motor rotation, crucial for microbial motility. Here, to control PMF using light, we introduced light-driven inward and outward proton pump rhodopsins, <i>Rm</i>XeR and AR3, into <i>Escherichia coli</i>. The motility of <i>E. coli</i> cells expressing <i>Rm</i>XeR and AR3 significantly decreased and increased upon illumination, respectively. Tethered cell experiments revealed that, upon illumination, the torque of the flagellar motor decreased to nearly zero (28 pN nm) with <i>Rm</i>XeR, while it increased to 1170 pN nm with AR3. These alterations in PMF correspond to +146 mV (<i>Rm</i>XeR) and -140 mV (AR3), respectively. Thus, bidirectional optical control of PMF in <i>E. coli</i> was successfully achieved by using proton pump rhodopsins. This system holds a potential for enhancing our understanding of the roles of PMF in various biological functions.</p>","PeriodicalId":60,"journal":{"name":"The Journal of Physical Chemistry B","volume":null,"pages":null},"PeriodicalIF":2.8,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141464414","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"化学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Molecular Modeling of Single- and Double-Hydrocarbon-Stapled Coiled-Coil Inhibitors against Bcr-Abl: Toward a Treatment Strategy for CML. 针对 Bcr-Abl 的单烃基叠层和双烃基叠层线圈抑制剂的分子建模:迈向 CML 治疗策略。
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-01 DOI: 10.1021/acs.jpcb.4c02699
Maria Carolina P Lima, Braxten D Hornsby, Carol S Lim, Thomas E Cheatham

The chimeric oncoprotein Bcr-Abl is the causative agent of virtually all chronic myeloid leukemias and a subset of acute lymphoblastic leukemias. As a result of the so-called Philadelphia chromosome translocation t(9;22), Bcr-Abl manifests as a constitutively active tyrosine kinase, which promotes leukemogenesis by activation of cell cycle signaling pathways. Constitutive and oncogenic activation is mediated by an N-terminal coiled-coil oligomerization domain in Bcr (Bcr-CC), presenting a therapeutic target for inhibition of Bcr-Abl activity toward the treatment of Bcr-Abl+ leukemias. Previously, we demonstrated that a rationally designed Bcr-CC mutant, CCmut3, exerts a dominant negative effect upon Bcr-Abl activity by preferential oligomerization with Bcr-CC. Moreover, we have shown that conjugation to a leukemia-specific cell-penetrating peptide (CPP-CCmut3) improves intracellular delivery and activity. However, our full-length CPP-CCmut3 construct (81 aa) is encumbered by an intrinsically high degree of conformational variability and susceptibility to proteolytic degradation relative to traditional small-molecule therapeutics. Here, we iterate a new generation of CCmut3 inhibitors against Bcr-CC-mediated Bcr-Abl assembly designed to address these constraints through incorporation of all-hydrocarbon staples spanning i and i + 7 positions in α-helix 2 (CPP-CCmut3-st). We utilize computational modeling and biomolecular simulation to evaluate single- and double-stapled CCmut3 candidates in silico for dynamics and binding energetics. We further model a truncated system characterized by the deletion of α-helix 1 and the flexible loop linker, which are known to impart high conformational variability. To study the impact of the N-terminal cyclic CPP toward model stability and inhibitor activity, we also model the full-length and truncated systems devoid of the CPP, with a cyclized CPP, and with an open-configuration CPP, for a total of six systems that comprise our library. From this library, we present lead-stapled peptide candidates to be synthesized and evaluated experimentally as our next iteration of inhibitors against Bcr-Abl.

嵌合型肿瘤蛋白 Bcr-Abl 是几乎所有慢性髓性白血病和部分急性淋巴细胞白血病的致病因子。由于所谓的费城染色体易位 t(9;22),Bcr-Abl 表现为一种组成型活性酪氨酸激酶,通过激活细胞周期信号通路促进白血病的发生。Bcr(Bcr-CC)中的N端线圈寡聚化结构域介导了Bcr-Abl的持续性和致癌性激活,为治疗Bcr-Abl+白血病提供了一个抑制Bcr-Abl活性的治疗靶点。此前,我们证明了一种合理设计的 Bcr-CC 突变体 CCmut3 可通过优先与 Bcr-CC 寡聚而对 Bcr-Abl 的活性产生显性负效应。此外,我们还发现,与白血病特异性细胞穿透肽(CPP-CCmut3)连接可改善细胞内递送和活性。然而,与传统的小分子疗法相比,我们的全长 CPP-CCmut3 构建物(81 aa)具有固有的高度构象变异性和蛋白水解降解敏感性。在这里,我们针对 Bcr-CC 介导的 Bcr-Abl 组装设计了新一代 CCmut3 抑制剂,通过在 α-helix 2(CPP-CCmut3-st)中加入跨越 i 和 i + 7 位置的全烃主链来解决这些制约因素。我们利用计算建模和生物分子模拟来评估单链和双链 CCmut3 候选者的动态和结合能。我们进一步建立了一个截短系统的模型,该系统的特点是删除了α-螺旋 1 和柔性环连接体,众所周知,这两个部分会带来较高的构象变异性。为了研究 N 端环状 CPP 对模型稳定性和抑制剂活性的影响,我们还模拟了没有 CPP 的全长系统和截短系统、环化 CPP 系统和开放构型 CPP 系统,总共六个系统组成了我们的库。从这个库中,我们提出了先导叠肽候选化合物,并将合成和实验评估这些候选化合物,作为下一轮的 Bcr-Abl 抑制剂。
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引用次数: 0
An Unfitted Finite Element Poisson-Boltzmann Solver with Automatic Resolving of Curved Molecular Surface. 自动解析弯曲分子表面的非拟合有限元泊松-波尔兹曼求解器
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-01 DOI: 10.1021/acs.jpcb.4c01894
Ziyang Liu, Sheng Gui, Benzhuo Lu, Linbo Zhang

So far, the existing Poisson-Boltzmann (PB) solvers that accurately take into account the interface jump conditions need a pregenerated body-fitted mesh (molecular surface mesh). However, qualified biomolecular surface meshing and its implementation into numerical methods remains a challenging and laborious issue, which practically hinders the progress of further developments and applications of a bunch of numerical methods in this field. In addition, even with a molecular surface mesh, it is only a low-order approximation of the original curved surface. In this article, an interface-penalty finite element method (IPFEM), which is a typical unfitted finite element method, is proposed to solve the Poisson-Boltzmann equation (PBE) without requiring the user to generate a molecular surface mesh. The Gaussian molecular surface is used to represent the molecular surface and can be automatically resolved with a high-order approximation within our method. Theoretical convergence rates of the IPFEM for the linear PB equation have been provided and are well validated on a benchmark problem with an analytical solution (we also noticed from numerical examples that the IPFEM has similar convergence rates for the nonlinear PBE). Numerical results on a set of different-sized biomolecules demonstrate that the IPFEM is numerically stable and accurate in the calculation of biomolecular electrostatic solvation energy.

迄今为止,现有的泊松-波尔兹曼(PB)求解器在精确考虑界面跃迁条件时,都需要预先生成与本体相匹配的网格(分子表面网格)。然而,合格的生物分子表面网格划分及其在数值方法中的应用仍然是一个具有挑战性且费力的问题,这实际上阻碍了该领域一系列数值方法的进一步开发和应用。此外,即使是分子表面网格,也只是原始曲面的低阶近似。本文提出了一种界面罚有限元法(IPFEM),它是一种典型的非拟合有限元法,用于求解泊松-玻尔兹曼方程(PBE),而无需用户生成分子面网格。我们使用高斯分子表面来表示分子表面,并在我们的方法中使用高阶近似自动解析分子表面。我们提供了线性 PB 方程的 IPFEM 理论收敛率,并在一个具有解析解的基准问题上得到了很好的验证(我们还从数值示例中注意到 IPFEM 对非线性 PBE 具有类似的收敛率)。一组不同大小生物分子的数值结果表明,IPFEM 在计算生物分子静电溶解能时具有数值稳定性和准确性。
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引用次数: 0
Explainable Prediction of Hydrophilic/Hydrophobic Property of Polymer Brush Surfaces by Chemical Modeling and Machine Learning. 通过化学建模和机器学习对聚合物刷表面的亲水/疏水特性进行可解释的预测
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-07-01 DOI: 10.1021/acs.jpcb.3c08422
Shiwei Su, Tsukuru Masuda, Madoka Takai

Polymer informatics has attracted increasing attention as a specialized branch of material informatics. Hydrophilicity/hydrophobicity is one of the most important properties of interfaces involved in antifouling, self-cleaning, antifogging, oil/water separation, protein adsorption, and bioseparation. Establishing a quantitative structure-property relationship for the hydrophilicity/hydrophobicity of polymeric interfaces could significantly benefit from machine learning modeling. In this study, we aimed to construct machine learning models that could predict the static water contact angle (CA) as an indicator of hydrophilicity/hydrophobicity based on a data set of polymer brushes. The features of the polymer brush surfaces were numerically described using their grafted structures (thickness) and molecular descriptors derived from their chemical structures. We achieved accurate prediction and understanding of important parameters by employing appropriate molecular descriptors considering the Pearson correlation and machine learning models trained with nested cross-validation. The model interpretation by Shapley additive extension analysis indicated that the amount of partial polar/nonpolar structure in the molecule as well as the averaged hydrophobicity represented by MolLogP plays an important role in determining the CA. Moreover, the model can predict the CAs of polymer brushes composed of chemical structures that are not present in existing databases. The CA values of the hypothetical polymer brushes are predicted.

聚合物信息学作为材料信息学的一个专业分支,已引起越来越多的关注。亲水性/疏水性是涉及防污、自洁、防雾、油/水分离、蛋白质吸附和生物分离的界面的最重要特性之一。为聚合物界面的亲水性/疏水性建立定量的结构-性能关系,将极大地受益于机器学习建模。在本研究中,我们旨在根据聚合物刷数据集构建机器学习模型,以预测静态水接触角(CA),作为亲水性/疏水性的指标。聚合物刷表面的特征是利用其接枝结构(厚度)和从其化学结构中提取的分子描述符进行数值描述的。通过使用适当的分子描述符(考虑到皮尔逊相关性)和经过嵌套交叉验证训练的机器学习模型,我们实现了对重要参数的准确预测和理解。通过 Shapley 加性延伸分析对模型的解释表明,分子中部分极性/非极性结构的数量以及 MolLogP 所代表的平均疏水性在决定 CA 方面起着重要作用。此外,该模型还能预测由现有数据库中不存在的化学结构组成的聚合物刷的 CA 值。该模型预测了假定聚合物刷的 CA 值。
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引用次数: 0
Vibrational Spectra Simulations in Amino Acid-Based Imidazolium Ionic Liquids. 基于氨基酸的咪唑离子液体中的振动光谱模拟
IF 2.8 2区 化学 Q3 CHEMISTRY, PHYSICAL Pub Date : 2024-06-29 DOI: 10.1021/acs.jpcb.4c02555
Wenbo Dong, Jan Blasius, Zhijie Fan, Luke Wylie

We present maximally localized Wannier functions and Voronoi tessellation to obtain dipole moment distributions for vibrational spectra in several important ionic liquids calculated by using ab initio molecular dynamics simulations. IR and Raman spectra of various imidazolium-based ionic liquids (ILs) paired with six amino acid anions are shown herein. For IR spectra, two approaches (Wannier and Voronoi) are in agreement with respect to the relative intensities and the overall shapes for the main peaks. Under Raman spectra, the polarizability of the covalent bonds is shown to affect the strength of the Raman scattering signal. The advantage of the Voronoi tessellation method, being that it does not have strong spikes in its time development, is demonstrated by the comparison of two theoretical methods (Wannier and Voronoi) with experimental data. We analyze the errors between theoretical and experimental spectroscopic data, with the Voronoi method shown to accurately reproduce experimental values. In addition, theoretical spectroscopy shows the ability to accurately separate components of a mixture. The combination of theoretical and experimental methods is utilized to understand the spectroscopic properties of amino acid-based imidazolium ILs.

我们提出了最大局部万尼尔函数和沃罗诺网格,以获得利用 ab initio 分子动力学模拟计算的几种重要离子液体振动光谱的偶极矩分布。本文展示了与六种氨基酸阴离子配对的各种咪唑基离子液体(ILs)的红外光谱和拉曼光谱。对于红外光谱,两种方法(Wannier 和 Voronoi)在主峰的相对强度和整体形状方面是一致的。在拉曼光谱中,共价键的极化性会影响拉曼散射信号的强度。通过将两种理论方法(Wannier 和 Voronoi)与实验数据进行比较,证明了 Voronoi 细分法的优势,即在时间发展过程中不会出现强烈的峰值。我们分析了理论光谱数据与实验光谱数据之间的误差,结果表明 Voronoi 方法准确地再现了实验值。此外,理论光谱学还显示了准确分离混合物成分的能力。理论和实验方法的结合被用来理解氨基酸基咪唑鎓 IL 的光谱特性。
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The Journal of Physical Chemistry B
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