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Mycobacterial Topoisomerase I Energetically Suffers From C-Terminal Deletions 分枝杆菌拓扑异构酶 I 因 C 端缺失而失去活力
Pub Date : 2024-09-10 DOI: 10.1101/2024.09.09.612055
Dillon Balthrop, Deepesh Sigdel, Chunfeng Mao, Yuk-Ching Tse-Dinh, Maria Mills
Type IA topoisomerases relieve torsional stress in DNA by a strand-passage mechanism, using the strain in the DNA to drive relaxation. The topoisomerase IAs of the Mycobacterium genus have distinct C-terminal domains which are crucial for successful strand-passage. We used single-molecule magnetic tweezers to observe supercoil relaxation by wild type Mycobacterium smegmatis topoisomerase IA and two C-terminal truncation mutants. We recorded distinct behaviors from each truncation mutant. We calculated the free energy stored in the DNA as it is twisted under force to examine the differences between the proteins. Based on our results, we propose a modified model of the strand-passage cycle.
IA 型拓扑异构酶通过链传递机制缓解 DNA 中的扭转应力,利用 DNA 中的应变驱动松弛。分枝杆菌属的IA型拓扑异构酶具有不同的C端结构域,这些结构域对成功的链通过至关重要。我们使用单分子磁镊观察了野生型分枝杆菌拓扑异构酶IA和两个C端截断突变体的超螺旋松弛。我们记录了每个截断突变体的不同行为。我们计算了 DNA 受力扭曲时储存的自由能,以研究蛋白质之间的差异。基于我们的研究结果,我们提出了一个修改过的链-通道循环模型。
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引用次数: 0
Protocol for Simulating the Effect of THz Electromagnetic Field on Ion Channels 模拟太赫兹电磁场对离子通道影响的协议
Pub Date : 2024-09-10 DOI: 10.1101/2024.09.09.612012
Lingfeng Xue, Zigang Song, Qi Ouyang, Chen Song
Terahertz (THz) electromagnetic fields are increasingly recognized for their crucial roles in various aspects of medical research and treatment. Recent computational studies have demonstrated that THz waves can modulate ion channel function by interacting with either the channel proteins or the bound ions through distinct mechanisms. Here we outline a universal simulation protocol to identify the THz frequencies that may affect ion channels, which consists of frequency spectrum analysis and ion conductance analysis. Following this protocol, we studied the effect of THz field on a Cav channel and found a broad frequency band in 1 to 20 THz range. We believe that this protocol, along with the identified characteristic frequencies, will provide a theoretical foundation for future terahertz experimental studies.
太赫兹(THz)电磁场在医学研究和治疗的各个方面发挥着至关重要的作用,这一点正日益得到认可。最近的计算研究表明,太赫兹波可以通过不同的机制与通道蛋白或结合离子相互作用,从而调节离子通道的功能。在此,我们概述了一种通用模拟方案,用于识别可能影响离子通道的太赫兹频率,该方案包括频谱分析和离子电导分析。按照这一方案,我们研究了太赫兹场对 Cav 通道的影响,发现在 1 至 20 太赫兹范围内存在一个宽频带。我们相信,这一方案以及确定的特征频率将为未来的太赫兹实验研究提供理论基础。
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引用次数: 0
Exploring the sequence and structural determinants of the energy landscape from thermodynamically stable and kinetically trapped subtilisins: ISP1 and SbtE 从热力学稳定和动力学受困的枯草杆菌蛋白中探索能量景观的序列和结构决定因素:ISP1和SbtE
Pub Date : 2024-09-10 DOI: 10.1101/2024.09.08.611919
Miriam Rose Hood, Susan Marqusee
A protein′s energy landscape, all the accessible conformations, their populations, and their dynamics of interconversion, is encoded in its primary sequence. While we have a good understanding of how a protein′s primary sequence encodes its native state, we have a much weaker understanding of how sequence encodes the kinetic barriers such as unfolding and refolding. Here we have looked at two subtiliase homologs from the Bacillus subtilis, Intracellular Subtilisin Protease 1 (ISP1) and Subtilisin E (SbtE) that are expected to have very different dynamics. As an intracellular protein, ISP1 has a small pro-domain thought to act simply as a zymogen, whereas the extracellular SbtE has a large pro-domain required for folding. We examined the global and local energetics of the mature proteases and how each pro-domain impacts their landscapes. We find that ISP1′s pro-domain has limited impact on the energy landscape while the mature SbtE is thermodynamically unstable and kinetically trapped. The impact of the pro-domain has opposite effects on the flexibility of the core of the protein. ISP1′s core becomes more flexible while SbtE′s core becomes more rigid. ISP1 contains a conserved amino-acid insertion not present in extracellular subtilisin proteases, which points to a potential source for these differences. These homologs are an extreme example of how changes in the primary sequence can dramatically alter a proteins energy landscape, both stability and dynamics, and highlight the need for large scale, high throughput studies on the relationship between primary sequence and conformational dynamics.
蛋白质的能谱、所有可获得的构象、构象群及其相互转换的动力学,都编码在蛋白质的主序列中。虽然我们对蛋白质的主序列如何编码其原生状态有了很好的了解,但我们对序列如何编码动力学障碍(如展开和重折叠)的了解要薄弱得多。在这里,我们研究了枯草芽孢杆菌(Bacillus subtilis)的两种亚纤酶同源物--胞内亚纤酶蛋白酶 1(ISP1)和亚纤酶蛋白 E(SbtE),它们预计具有非常不同的动力学特性。作为一种细胞内蛋白,ISP1 有一个小的前结构域,被认为只是起到酶原的作用,而细胞外的 SbtE 则有一个折叠所需的大的前结构域。我们研究了成熟蛋白酶的全局和局部能量,以及每个前结构域如何影响它们的景观。我们发现,ISP1 的前结构域对能量景观的影响有限,而成熟的 SbtE 在热力学上不稳定,并存在动力学陷阱。原结构域的影响对蛋白质核心的灵活性具有相反的作用。ISP1 的核心变得更灵活,而 SbtE 的核心变得更僵硬。ISP1 包含一个细胞外枯草蛋白酶中不存在的保守氨基酸插入物,这表明这些差异的潜在来源。这些同源物是一个极端的例子,说明主序列的变化如何极大地改变蛋白质的能量景观、稳定性和动力学,并突出了对主序列与构象动力学之间关系进行大规模、高通量研究的必要性。
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引用次数: 0
The structural influence of the oncogenic driver mutation N642H in the STAT5B SH2 domain STAT5B SH2 结构域中致癌驱动突变 N642H 的结构影响
Pub Date : 2024-09-10 DOI: 10.1101/2024.09.09.612134
Liam Haas-Neill, Deniz Meneksedag-Erol, Ayesha Chaudhry, Masha Novoselova, Qirat F. Ashraf, Elvin D. de Araujo, Derek J. Wilson, Sarah Rauscher
The point mutation N642H of the signal transducer and activator of transcription 5B (STAT5B) protein is associated with aggressive and drug-resistant forms of leukemia. This mutation is thought to promote cancer due to hyperactivation of STAT5B caused by increased stability of the active, parallel dimer state. However, the molecular mechanism leading to this stabilization is not well understood as there is currently no structure of the parallel dimer. To investigate the mutation's mechanism of action, we conducted extensive all-atom molecular dynamics simulations of multiple oligomeric forms of both STAT5B and STAT5B(N642H), including a model for the parallel dimer. The N642H mutation directly affects the hydrogen bonding network within the phosphotyrosine (pY)-binding pocket of the parallel dimer, enhancing the pY-binding interaction. The simulations indicate that apo STAT5B is highly flexible, exploring a diverse conformational space. In contrast, apo STAT5B(N642H) accesses two distinct conformational states, one of which resembles the conformation of the parallel dimer. The simulation predictions of the effects of the mutation on structure and dynamics are supported by the results of hydrogen-deuterium exchange (HDX) mass spectrometry measurements carried out on STAT5B and STAT5B(N642H) in which a phosphopeptide was used to mimic the effects of parallel dimerization on the SH2 domain. The molecular-level information uncovered in this work contributes to our understanding of STAT5B hyperactivation by the N642H mutation and could help pave the way for novel therapeutic strategies targeting this mutation.
信号转导和激活转录 5B(STAT5B)蛋白的点突变 N642H 与侵袭性和耐药性白血病有关。这种突变被认为是由于活性平行二聚体状态的稳定性增加导致 STAT5B 的过度激活而诱发癌症。然而,由于目前还没有平行二聚体的结构,导致这种稳定的分子机制还不十分清楚。为了研究该突变的作用机制,我们对 STAT5B 和 STAT5B(N642H)的多种低聚物形式(包括平行二聚体模型)进行了广泛的全原子分子动力学模拟。N642H 突变直接影响了平行二聚体磷酸酪氨酸(PY)结合口袋内的氢键网络,增强了PY结合相互作用。模拟结果表明,apo STAT5B 具有高度灵活性,可以探索多种构象空间。相比之下,apo STAT5B(N642H)可进入两种不同的构象状态,其中一种类似于平行二聚体的构象。对 STAT5B 和 STAT5B(N642H)进行的氢氘交换(HDX)质谱测量结果支持了关于突变对结构和动力学影响的模拟预测,其中使用了磷酸肽来模拟平行二聚化对 SH2 结构域的影响。这项工作揭示的分子水平信息有助于我们了解 STAT5B 因 N642H 突变而过度激活的情况,并有助于为针对这种突变的新型治疗策略铺平道路。
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引用次数: 0
Calcium Binding Affinity in the Mutational Landscape of Troponin-C: Free Energy Calculation, Co-evolution modeling and Machine Learning 肌钙蛋白-C 突变图谱中的钙结合亲和力:自由能计算、协同进化建模和机器学习
Pub Date : 2024-09-09 DOI: 10.1101/2024.09.09.612070
Pooja, Pradipta Bandyopadhyay
Computational protein science has made substantial headway, but accurately predicting the functional effects of mutation in Calcium-binding proteins (CBPs) on Ca2+ binding affinity proves obscure. The complexity lies in the fact that only sequence features or structural information individually offer an incomplete picture on their own. To triumph over this adversity, we introduce a pioneering framework that effortlessly integrates protein sequence evolution information, structural characteristics, and Ca2+ binding interaction properties into a machine learning algorithm. This synthesis has been carried out poised to significantly enhance accuracy and precision in the prediction of the Ca2+ binding affinity towards CBP variants. In our study, we have developed a Ca2+ binding affinity prediction model for various mutants of cardiac Troponin-C protein, to uncover the molecular determinants that contribute binding affinity across protein variants. Our method combines state-of-the-art practices, including a physics-based approach that uses relative binding free-energy (BFE) calculations to assess mutations with implicit polarization. Additionally, it incorporates the impact of evolutionary factors on protein mutations through a theoretical deep mutational scan using a statistical probability model. Support Vector Regression (SVR) algorithms have been used to predict Ca2+ binding affinity based on sequence information, structural properties, and interactions of water molecules with Ca2+ in the EF-hand loop. Our model demonstrates high accuracy and can potentially be generalized for other calcium-binding proteins to predict the effects of point mutations on Ca2+ binding affinity for CBPs.
计算蛋白质科学已经取得了长足的进步,但要准确预测钙结合蛋白(CBPs)突变对 Ca2+ 结合亲和力的功能性影响却很困难。其复杂性在于,仅凭序列特征或结构信息本身并不能完整地描述问题。为了克服这一困难,我们引入了一个开创性的框架,将蛋白质序列进化信息、结构特征和 Ca2+ 结合相互作用特性毫不费力地整合到机器学习算法中。这种综合方法可显著提高预测 CBP 变体 Ca2+ 结合亲和力的准确性和精确度。在我们的研究中,我们为心脏肌钙蛋白-C 蛋白的各种突变体开发了一个 Ca2+ 结合亲和力预测模型,以揭示促进不同蛋白变体结合亲和力的分子决定因素。我们的方法结合了最先进的实践,包括基于物理学的方法,使用相对结合自由能(BFE)计算来评估具有隐含极化的突变。此外,它还通过使用统计概率模型进行理论深度突变扫描,纳入了进化因素对蛋白质突变的影响。支持向量回归(SVR)算法被用于根据序列信息、结构特性以及 EF 手环中水分子与 Ca2+ 的相互作用来预测 Ca2+ 的结合亲和力。我们的模型具有很高的准确性,有可能推广到其他钙结合蛋白,以预测点突变对 CBPs Ca2+ 结合亲和力的影响。
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引用次数: 0
Selective deuteration of an RNA:RNA complex for structural analysis using small-angle scattering 利用小角散射对 RNA:RNA 复合物进行选择性氘化以进行结构分析
Pub Date : 2024-09-09 DOI: 10.1101/2024.09.09.612093
Aldrex Munsayac, Wellington C Leite, Jesse B Hopkins, Ian Hall, Hugh M O'Neill, Sarah C Keane
The structures of RNA:RNA complexes regulate many biological processes. Despite their importance, protein-free RNA:RNA complexes represent a tiny fraction of experimentally-determined structures. Here, we describe a joint small-angle X-ray and neutron scattering (SAXS/SANS) approach to structurally interrogate conformational changes in a model RNA:RNA complex. Using SAXS, we measured the solution structures of the individual RNAs in their free state and of the overall RNA:RNA complex. With SANS, we demonstrate, as a proof-of-principle, that isotope labeling and contrast matching (CM) can be combined to probe the bound state structure of an RNA within a selectively deuterated RNA:RNA complex. Furthermore, we show that experimental scattering data can validate and improve predicted AlphaFold 3 RNA:RNA complex structures to reflect its solution structure. Our work demonstrates that in silico modeling, SAXS, and CM-SANS can be used in concert to directly analyze conformational changes within RNAs when in complex, enhancing our understanding of RNA structure in functional assemblies.
RNA:RNA 复合物的结构调控着许多生物过程。尽管它们非常重要,但不含蛋白质的 RNA:RNA 复合物只占实验确定结构的极小一部分。在这里,我们介绍了一种联合小角 X 射线和中子散射(SAXS/SANS)方法,从结构上分析模型 RNA:RNA 复合物的构象变化。利用 SAXS,我们测量了自由状态下单个 RNA 和整个 RNA:RNA 复合物的溶液结构。作为原理验证,我们利用 SANS 证明了同位素标记和对比度匹配 (CM) 可以结合起来探测选择性氚化 RNA:RNA 复合物中 RNA 的结合态结构。此外,我们还展示了实验散射数据可以验证和改进预测的 AlphaFold 3 RNA:RNA 复合物结构,以反映其溶液结构。我们的工作表明,硅建模、SAXS 和 CM-SANS 可以协同使用,直接分析 RNA 在复合物中的构象变化,从而增强我们对功能组装中 RNA 结构的了解。
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引用次数: 0
Aquavert: Imaging and Microfluidics for Vertical Swimming of Microorganisms Aquavert:用于微生物垂直游动的成像和微流体技术
Pub Date : 2024-09-08 DOI: 10.1101/2024.09.07.611807
Haley B. Obenshain, Isaias Zarate, Olivia Hedman-Manzano, Jared Goderich, Sungho Lee, Bryant A. Lopez, Emma Varela, Ga-Young Kelly Suh, Douglas A. Pace, Siavash Ahrar
Investigating aquatic microorganisms' swimming and feeding behaviors under well-controlled conditions is of great interest across multiple disciplines. Thus, broader access to resources that enable these investigations is desirable. Given the organisms' microscopic dimensions, an ideal system should combine microscopy to visualize and fluidics to control and modulate their environments. We report an integrated device (Aquavert) that combines DIY microscopy and microfluidics for biomechanical investigations of marine microorganisms, emphasizing vertical swimming. The DIY microscope was developed for modularity, and imaging chambers were secured in vertical orientations (either in portrait or landscape mode). Fluid channels were used to introduce flow and fluid segmentation while remaining upright. Fluid segmentation established two distinct environments (e.g., with and without algae) in neighboring regions inside a chamber. System application with multiple marine larvae (sand dollars, sea urchins, and starfish) and introduction of unicellular algae were demonstrated. Finally, the device's capabilities were extended to fluorescence imaging to visualize tracer beads. The role of gravity is often ignored in conventional plate or microfluidic experiments. Beyond the current application, Aquavert enables investigations of the behavior and physiology of microorganisms where the role of gravity is critical.
在控制良好的条件下研究水生微生物的游泳和摄食行为是多个学科都非常感兴趣的问题。因此,我们需要更广泛地获取资源,以便开展这些研究。考虑到生物的微观尺寸,理想的系统应结合显微镜来观察,并结合流体力学来控制和调节其环境。我们报告了一种集成设备(Aquavert),它结合了 DIY 显微镜和微流体技术,用于海洋微生物的生物力学研究,重点是垂直游泳。DIY 显微镜采用模块化设计,成像室以垂直方向固定(纵向或横向模式)。流体通道用于引入流动和流体分割,同时保持直立。流体分割在成像室内部相邻区域建立了两种不同的环境(例如,有藻类和无藻类)。演示了该系统在多种海洋幼虫(沙元、海胆和海星)中的应用以及单细胞藻类的引入。最后,该装置的功能还扩展到了荧光成像,以观察示踪珠。在传统的平板或微流控实验中,重力的作用往往被忽视。除了目前的应用外,Aquavert 还能对微生物的行为和生理进行研究,其中重力的作用至关重要。
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引用次数: 0
Non-linear stress-softening of the bacterial cell wall confers cell shape homeostasis 细菌细胞壁的非线性应力软化使细胞形状保持稳定
Pub Date : 2024-09-08 DOI: 10.1101/2024.09.03.611099
Paola Bardetti, Felix Barber, Enrique R Rojas
The bacillus - or rod - is a pervasive cellular morphology among bacteria. Rod-shaped cells elongate without widening by reinforcing their cell wall anisotropically to prevent turgor pressure from inflating cell width. Here, we demonstrate that a constrictive force is also essential for avoiding pressure-driven widening in Gram-positive bacteria. Specifically, super-resolution measurements of the nonlinear mechanical properties of the cell wall revealed that across a range of turgor pressure cell elongation directly causes width constriction, similar to a "finger trap" toy. As predicted by theory, this property depends on cell-wall anisotropy and is precisely correlated with the cell's ability to maintain a rod shape. Furthermore, the acute non-linearities in the dependence between cell length and width deformation result in a negative-feedback mechanism that confers cell-width homeostasis. That is, the Gram-positive cell wall is a "smart material" whose exotic mechanical properties are exquisitely adapted to execute cellular morphogenesis.
杆菌(或称杆状体)是细菌中普遍存在的一种细胞形态。杆状细胞通过各向异性地加固细胞壁来防止细胞宽度受压力膨胀,从而拉长而不变宽。在这里,我们证明了在革兰氏阳性细菌中,收缩力对于避免压力驱动的细胞变宽也是至关重要的。具体来说,对细胞壁非线性机械特性的超分辨率测量显示,在一定范围内,细胞伸长会直接导致宽度收缩,类似于 "手指陷阱 "玩具。正如理论预测的那样,这种特性取决于细胞壁的各向异性,并与细胞保持杆状的能力精确相关。此外,细胞长度与宽度变形之间存在着尖锐的非线性依赖关系,从而形成了一种负反馈机制,使细胞宽度保持稳定。也就是说,革兰氏阳性细胞壁是一种 "智能材料",其奇特的机械特性能够很好地适应细胞的形态发生。
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引用次数: 0
Modelling mucus clearance in sinuses: thin-film flow inside a fluid-producing cavity lined with an active surface 鼻窦粘液清除模型:内衬活性表面的产液腔内的薄膜流
Pub Date : 2024-09-08 DOI: 10.1101/2024.09.08.611783
Nikhil Desai, Eric Lauga
The paranasal sinuses are a group of hollow spaces within the human skull, surrounding the nose. They are lined with an epithelium that contains mucus-producing cells and tiny hairlike active appendages called cilia. The cilia beat constantly to sweep mucus out of the sinus into the nasal cavity, thus maintaining a clean mucus layer within the sinuses. This process, called mucociliary clearance, is essential for a healthy nasal environment and disruption in mucus clearance leads to diseases such as chronic rhinosinusitis, specifically in the maxillary sinuses, which are the largest of the paranasal sinuses. We present here a continuum mathematical model of mucociliary clearance inside the human maxillary sinus. Using a combination of analysis and computations, we study the flow of a thin fluid film inside a fluid-producing cavity lined with an active surface: fluid is continuously produced by a wall-normal flux in the cavity and then is swept out, against gravity, due to an effective tangential flow induced by the cilia. We show that a steady layer of mucus develops over the cavity surface only when the rate of ciliary clearance exceeds a threshold, which itself depends on the rate of mucus production. We then use a scaling analysis, which highlights the competition between gravitational retention and cilia-driven drainage of mucus, to rationalise our computational results. We discuss the biological relevance of our findings, noting that measurements of mucus production and clearance rates in healthy sinuses fall within our predicted regime of steady-state mucus layer development.
副鼻窦是人类头骨内围绕鼻子的一组中空空间。鼻窦的内衬是一种上皮细胞,其中含有产生粘液的细胞和被称为纤毛的细小毛状活动附属物。纤毛不断跳动,将鼻窦内的粘液扫出鼻腔,从而保持鼻窦内粘液层的清洁。这一过程被称为 "粘液纤毛清除",对健康的鼻腔环境至关重要,而粘液清除的中断会导致慢性鼻窦炎等疾病,尤其是在上颌窦中,因为上颌窦是副鼻窦中最大的一个。我们在此介绍人体上颌窦内粘液纤毛清除的连续数学模型。通过分析和计算相结合的方法,我们研究了内衬活性表面的流体生成腔内的薄流体膜的流动情况:流体在腔内由腔壁正常通量持续生成,然后在纤毛诱导的有效切向流的作用下,逆重力被扫出。我们的研究表明,只有当纤毛清除率超过临界值时,空腔表面才会形成稳定的粘液层,而临界值本身又取决于粘液的产生率。然后,我们利用比例分析,强调了重力滞留和纤毛驱动的粘液排出之间的竞争,从而使我们的计算结果合理化。我们讨论了研究结果的生物学意义,并指出健康鼻窦的粘液生成和清除率测量结果符合我们预测的粘液层稳态发展机制。
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引用次数: 0
Early Events in G-quadruplex Folding Captured by Time-Resolved Small-Angle X-Ray Scattering 通过时间分辨小角 X 射线散射捕捉 G-四链折叠的早期事件
Pub Date : 2024-09-08 DOI: 10.1101/2024.09.05.611539
Robert C. Monsen, T. Michael Sabo, Robert D. Gray, Jesse B. Hopkins, Jonathan B. Chaires
Time-resolved small-angle X-ray experiments (TR-SAXS) are reported here that capture and quantify a previously unknown rapid collapse of the unfolded oligonucleotide as an early step in G4 folding of hybrid 1 and hybrid 2 telomeric G-quadruplex structures. The rapid collapse, initiated by a pH jump, is characterized by an exponential decrease in the radius of gyration from 20.6 to 12.6 Å. The collapse is monophasic and is complete in less than 600 ms. Additional hand-mixing pH-jump kinetic studies show that slower kinetic steps follow the collapse. The folded and unfolded states at equilibrium were further characterized by SAXS studies and other biophysical tools, to show that G4 unfolding was complete at alkaline pH, but not in LiCl solution as is often claimed. The SAXS Ensemble Optimization Method (EOM) analysis reveals models of the unfolded state as a dynamic ensemble of flexible oligonucleotide chains with a variety of transient hairpin structures. These results suggest a G4 folding pathway in which a rapid collapse, analogous to molten globule formation seen in proteins, is followed by a confined conformational search within the collapsed particle to form the native contacts ultimately found in the stable folded form.
本文报告的时间分辨小角 X 射线实验(TR-SAXS)捕获并量化了之前未知的未折叠寡核苷酸的快速塌缩,这是杂交 1 号和杂交 2 号端粒 G-四重结构 G4 折叠的早期步骤。由 pH 值跃迁引发的快速塌缩以回旋半径从 20.6 Å 到 12.6 Å 的指数下降为特征。其他手工混合 pH 值跳跃动力学研究表明,塌缩后会出现较慢的动力学步骤。通过 SAXS 研究和其他生物物理工具对平衡状态下的折叠和展开状态进行了进一步的表征,结果表明 G4 在碱性 pH 值下完全展开,而不是像通常所说的那样在氯化锂溶液中完全展开。SAXS 组合优化法(EOM)分析揭示了折叠状态的模型,即具有各种瞬时发夹结构的柔性寡核苷酸链的动态组合。这些结果表明了一种 G4 折叠路径,其中的快速塌缩类似于蛋白质中的熔融球形成,随后在塌缩颗粒内进行封闭的构象搜索,以形成最终在稳定折叠形式中发现的原生接触。
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引用次数: 0
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bioRxiv - Biophysics
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