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Natural language processing-based topic models for analyzing trends in polymer science 基于自然语言处理的聚合物科学趋势分析主题模型
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-05-29 DOI: 10.1038/s41428-025-01060-6
Yoshifumi Amamoto, Yoh-ichi Mototake, Takaaki Ohnishi
Polymer science has enhanced human life for more than 100 years, and numerous scientific papers have been published in this field. Although reviewing overall trends is valuable, manually processing such a large volume of information is difficult. In this study, we captured trends in polymer science by performing an automated analysis of papers using topic-modeling techniques grounded in natural language processing (NLP). We analyzed the titles and abstracts of papers that contained the keyword “polymer” in their titles and were published from 1991–2023, applying latent Dirichlet allocation (LDA), singular value decomposition (SVD), and nonnegative matrix factorization (NMF) as topic models. This research showed that LDA, SVD, and NMF can capture trends across multiple fields over the past three decades. Accordingly, NLP-based topic models are promising tools for automatically extracting useful information from papers and other textual data in polymer science. Polymer science has enhanced human life for more than 100 years, and numerous scientific papers have been published in this field. In this study, we captured trends in polymer science by performing an automated analysis of the titles and abstracts of papers that contained the keyword “polymer” using topic-modeling techniques grounded in natural language processing (NLP). NLP-based topic models are promising tools for automatically extracting useful information from papers and other textual data in polymer science.
100多年来,聚合物科学一直在改善人类的生活,在这一领域发表了大量的科学论文。尽管审查总体趋势是有价值的,但手动处理如此大量的信息是困难的。在这项研究中,我们通过使用基于自然语言处理(NLP)的主题建模技术对论文进行自动分析,捕捉了聚合物科学的趋势。我们采用潜狄利let分配(LDA)、奇异值分解(SVD)和非负矩阵分解(NMF)作为主题模型,对1991-2023年间发表的包含“聚合物”关键词的论文的标题和摘要进行了分析。该研究表明,LDA、SVD和NMF可以捕获过去30年多个领域的趋势。因此,基于nlp的主题模型是聚合物科学中自动从论文和其他文本数据中提取有用信息的有前途的工具。100多年来,聚合物科学一直在改善人类的生活,在这一领域发表了大量的科学论文。在这项研究中,我们使用基于自然语言处理(NLP)的主题建模技术,对包含关键词“聚合物”的论文的标题和摘要进行自动分析,从而捕捉到了聚合物科学的趋势。基于nlp的主题模型是一种很有前途的工具,可以从聚合物科学的论文和其他文本数据中自动提取有用的信息。
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引用次数: 0
A water-soluble polymer having blue color and metal–ligand property derived from dipicolylamide structures 一种水溶性聚合物,具有蓝色和金属配体性质,由二聚酰胺结构衍生而来
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-05-26 DOI: 10.1038/s41428-025-01054-4
Shigehito Osawa
A water-soluble polymer with dipicolylamide (DPAm) groups as the metal ligand was designed through the condensation reaction of a poly(maleic anhydride) derivative with dipicolylamine. The obtained polymer forms complexes with copper ions and accelerates the copper-catalyzed redox reaction at a mixing molar ratio of 1 or little less than 1, owing to the locally concentrated state of copper. In contrast, the Cu-catalyzed reaction was prohibited at mixing molar ratios above 2, verifying the properties of the polymer as a metal ligand to control the redox reaction.
通过聚马来酸酐衍生物与二吡咯胺的缩合反应,设计了一种以二吡咯酰胺(DPAm)为金属配体的水溶性聚合物。所得到的聚合物与铜离子形成配合物,由于铜的局部浓缩状态,在混合摩尔比为1或略小于1的情况下加速了铜催化的氧化还原反应。相比之下,当混合摩尔比大于2时,cu催化的反应被禁止,验证了聚合物作为金属配体控制氧化还原反应的性质。
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引用次数: 0
Discovering the micellization of linear A-b-(B-alt-C)2-b-A multiblock terpolymers in selective solvents 发现线性A-b-(B-alt-C)2-b-A多嵌段三元聚合物在选择性溶剂中的胶束作用
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-05-21 DOI: 10.1038/s41428-025-01053-5
Hsuan-Hung Liu
The self-assembly of ABC amphiphilic multiblock terpolymers into multicompartment micelles in dilute solutions has gained significant attention. In this study, we employed the three-dimensional (3D) self-consistent field theory (SCFT) method to explore the micellization behavior of amphiphilic linear A-b-(B-alt-C)₂-b-A multiblock terpolymers in a solvent selective for the terminal A block. A variety of intriguing micellar structures were identified, including B- and C-disk segmented vesicles, B- and C-toroidal packing within a tubular structure, BC-segmented toroidal micelles, infinite BC-segmented cylindrical micelles, and BC-mixed toroidal micelles. Owing to the connection of blocks B and C with block A, the segmented arrangement of layers B and C follows the axial direction of the structures. As the volume fraction of the A block (fA) decreases, a structural transition from vesicles to micelles occurs in the linear A-b-(B-alt-C)₂-b-A system, in contrast with the behavior of A(BC)n multiblock terpolymers, which transition from micelles to vesicles. The SCFT method has proven to be an effective tool for identifying molecular architectures with the potential to self-assemble into complex, technologically valuable hierarchical structures. This study systematically explored the micellization of A-b-(B-alt-C)₂-b-A multiblock terpolymers using SCFT, revealing how block composition, interaction strength, and solvent selectivity govern diverse morphologies—including segmented vesicles, toroids, and cylinders. Symmetric and asymmetric solvent conditions yielded distinct BC-segmented structures, while poor solvent conditions led to hierarchical transitions. These insights offer design principles for functional materials like drug carriers by enabling precise control over self-assembled nanostructures.
ABC两亲性多嵌段三元聚合物在稀溶液中自组装成多室胶束的研究引起了人们的广泛关注。在本研究中,我们采用三维自洽场理论(SCFT)方法研究了两亲线性a -b-(B-alt-C) 2 -b- a多嵌段三元共聚物在末端a嵌段选择性溶剂中的胶束行为。发现了多种有趣的胶束结构,包括B盘和c盘分段囊泡,管状结构内的B和c环形堆积,bc分段环形胶束,无限bc分段圆柱形胶束和bc混合环形胶束。由于B、C块与A块的连接,B、C层的分段排列遵循结构的轴向。随着A嵌段(fA)体积分数的降低,线性A-b-(B-alt-C) 2 -b-A体系发生了从囊泡到胶束的结构转变,而A(BC)n多嵌段三元聚合物则从胶束转变为囊泡。SCFT方法已被证明是识别具有自组装成复杂的、技术上有价值的分层结构潜力的分子结构的有效工具。本研究利用SCFT系统地探索了A-b-(B-alt-C) 2 -b- a多嵌段三元聚合物的胶束化,揭示了嵌段组成、相互作用强度和溶剂选择性如何控制不同的形态,包括分段囊泡、环状体和圆柱体。对称和不对称溶剂条件产生明显的bc -节段结构,而不良溶剂条件导致分层过渡。这些见解通过精确控制自组装纳米结构,为药物载体等功能材料提供了设计原则。
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引用次数: 0
Synthetic nucleic-acid droplets: a bioprogramming platform for designer microliquids 合成核酸液滴:设计微液体的生物编程平台
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-05-12 DOI: 10.1038/s41428-025-01050-8
Hirotake Udono, Tomoya Maruyama, Nathan N. Evangelista, Naoki Yoshida, Yuta Aizaki, Kei Goraku, Kanta Takagi, Ryoya Hasegawa, Masahiro Takinoue
Research on biomolecular liquid-state condensates (droplets) in cells has sparked burgeoning interest among synthetic biologists in programmable droplets assembled from synthetic nucleic acids––information-encoding biomolecules amenable to facile synthesis, versatile sequence design, and molecular decoration. Analogous to biological condensates, well-engineered nanostructures consisting of DNA or RNA strands, which are negatively charged, phase-separate into membrane-free droplets via weak multivalent specific interactions or via electrostatic attraction with positively charged peptides. The membraneless compartments of these droplets allow stimuli responsiveness to molecular cues (DNA/RNA, enzymes, etc.). Nucleic acid droplets thus offer a powerful platform for programming their various features, including hierarchical structuring, molecular recognition capabilities, droplet interactions, and physical properties. Specifically, we describe a DNA linker that serves as a programmable surfactant bridging immiscible DNA phases, which, upon molecular inputs, alters their separation level from mixed to divided states. Furthermore, a rational combination of these features can create intelligent liquid-state architectures capable of naturally unachievable functions and dynamics, such as Boolean operations and directional motion. To predict how molecular-level encoding leads to macroscopic characteristics, coarse-grained models, which treat nucleic acids as strings of interacting rigid beads, are widely utilized. This emerging field represents a cross-disciplinary integration of various fields, from biophysics to information science. This Focus Review highlights recent advances in synthetic nucleic-acid droplets and their far-reaching potential, concluding with perspectives on their future directions and challenges. Emerging from DNA/RNA nanoengineering, synthetic nucleic-acid liquid condensates, forming via phase separation of nanostructures, have attracted increasing attention as a powerful platform for synthetic biology and molecular computing. Base-sequence specificity allows for molecular encoding for their organization, functions, and droplet interactions. Authors overview key topics of these programmable droplets, from dynamics programmability to numerical modeling. Additionally, this review highlights cross-linker modules, which enable dynamic compartmentalization and division of droplets triggered by specific molecular input. These modules allow the condensate phase behavior to represent Boolean logic operation.
细胞中生物分子液滴的研究引起了合成生物学家对由合成核酸组装而成的可编程液滴的兴趣,这些可编程液滴是信息编码的生物分子,易于合成、通用序列设计和分子修饰。与生物凝聚物类似,由带负电荷的DNA或RNA链组成的精心设计的纳米结构,通过弱多价特异性相互作用或与带正电荷的肽的静电吸引,相分离成无膜的液滴。这些液滴的无膜隔室允许对分子线索(DNA/RNA,酶等)的刺激反应。因此,核酸液滴提供了一个强大的平台来编程它们的各种特征,包括层次结构、分子识别能力、液滴相互作用和物理性质。具体来说,我们描述了一种DNA连接子,它作为一种可编程的表面活性剂桥接不混相的DNA相,在分子输入后,将它们的分离水平从混合状态改变为分裂状态。此外,这些特征的合理组合可以创建智能液态架构,能够实现自然无法实现的功能和动态,例如布尔运算和定向运动。为了预测分子水平编码如何导致宏观特征,将核酸视为相互作用的刚性珠子串的粗粒度模型被广泛使用。这一新兴领域代表了从生物物理学到信息科学等各个领域的跨学科整合。本文重点介绍了合成核酸液滴的最新进展及其深远的潜力,并对其未来的发展方向和挑战进行了展望。合成核酸液体凝聚体是DNA/RNA纳米工程的产物,通过纳米结构的相分离而形成,作为合成生物学和分子计算的强大平台而受到越来越多的关注。碱基序列特异性允许对其组织、功能和液滴相互作用进行分子编码。作者概述了这些可编程液滴的关键主题,从动态可编程性到数值建模。此外,本文还重点介绍了交联剂模块,它可以通过特定的分子输入触发液滴的动态区隔和分裂。这些模块允许冷凝相行为来表示布尔逻辑操作。
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引用次数: 0
Free-energy analysis of cosolvent effects on biomolecular aggregation 助溶剂对生物分子聚集作用的自由能分析
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-05-12 DOI: 10.1038/s41428-025-01041-9
Nobuyuki Matubayasi, Tuan Minh Do, Dominik Horinek
A theoretical-computational scheme for analyzing the effect of an added cosolvent on the aggregation equilibrium of a biomolecule is presented. The scheme is based on the relation that the derivative of the excess chemical potential with respect to the cosolvent concentration is determined by the corresponding derivative of the solvation free energy averaged over the solute configurations. The role of solvation is highlighted in the cosolvent-induced shift in the aggregation equilibrium of a biomolecule, and an illustrative analysis with all-atom models is provided for an amyloid peptide by employing the energy-representation method to compute the solvation free energy. Adenosine triphosphate (ATP) and urea are adopted as a cosolvent added to water, and the former is seen to inhibit aggregation more effectively than the latter. The solvation free energy is decomposed into the contributions from intermolecular-interaction components such as electrostatic, van der Waals, and excluded-volume, and it is found that the cosolvent effects are governed by the van der Waals interaction for both of ATP and urea. A theoretical-computational scheme is formulated to analyze the shift in the aggregation equilibrium of a biomolecule upon addition of a cosolvent. The cosolvent-induced change in the solvation free energy plays the central role in the formulation, and it is shown for a model peptide that the ATP and urea cosolvents make the solvent environment more favorable for dissociated monomers than for aggregates. The effect of ATP to inhibit aggregation is brought by van der Waals interactions due to cancellation of the electrostatic effects between ATP and water.
提出了一种分析添加助溶剂对生物分子聚集平衡影响的理论计算方法。该方案基于这样的关系,即过量化学势对助溶剂浓度的导数由溶质构型上的平均溶剂化自由能的相应导数决定。强调了溶剂化在助溶剂诱导的生物分子聚集平衡转移中的作用,并通过使用能量表示方法计算溶剂化自由能,为淀粉样肽提供了全原子模型的说明性分析。采用三磷酸腺苷(ATP)和尿素作为助溶剂加入水中,前者比后者更有效地抑制聚合。将溶剂化自由能分解为静电、范德华和排除体积等分子间相互作用分量的贡献,发现ATP和尿素的共溶剂效应均受范德华相互作用的支配。本文提出了一种理论计算方法来分析生物分子在加入助溶剂后聚集平衡的变化。助溶剂引起的溶剂化自由能的变化在配方中起着核心作用,对于模型肽,ATP和尿素助溶剂使溶剂环境更有利于解离单体而不是聚集体。ATP抑制聚集的作用是通过范德华相互作用产生的,这是由于ATP和水之间的静电效应被抵消了。
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引用次数: 0
Designable synthetic complex coacervates enabling protein delivery to cells 可设计的合成复合物凝聚体,使蛋白质能够传递到细胞
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-05-09 DOI: 10.1038/s41428-025-01043-7
Bing Jhang Li, Biplab K C, Teruki Nii, Takeshi Mori, Yoshiki Katayama, Akihiro Kishimura
Biomolecular condensates offer a versatile platform for the accumulation of biomacromolecules, particularly proteins. This study investigated synthetic complex coacervates as a model of biomolecular condensates and developed a novel tool for the intracellular delivery of proteins to overcome the issues of cytotoxicity and poor cellular uptake. By optimizing preparation conditions and chemical structures and developing a simple pre-coating method, we achieved an improvement in the interaction and internalization of coacervates for HeLa and Jurkat cells and the reduction of cytotoxicity. Furthermore, the use of charge-density reduced polymers enabled the effective encapsulation and intracellular delivery of various proteins. The mechanism of cellular internalization was also investigated, and macropinocytosis was concluded to be a primary internalization pathway. These findings provide a foundation for future advancements in biomaterials. Complex coacervates (CCs) are a promising platform for protein encapsulation obtained via simple mixing of some components. Using the novel precoating treatment of living cells, the cellular internalization of CCs was greatly enhanced. Besides, upon using the side-chain modified aniomers for CC fabrication, a wide variety of proteins were successfully encapsulated, which can expand the future biomedical application of CCs.
生物分子凝聚体为生物大分子,特别是蛋白质的积累提供了一个通用的平台。本研究研究了合成复杂凝聚体作为生物分子凝聚体的模型,并开发了一种新的细胞内蛋白质递送工具,以克服细胞毒性和细胞摄取不良的问题。通过优化制备条件和化学结构,开发一种简单的预包膜方法,我们改善了HeLa和Jurkat细胞凝聚物的相互作用和内化,降低了细胞毒性。此外,使用电荷密度降低的聚合物使各种蛋白质的有效封装和细胞内递送成为可能。研究了细胞内化的机制,认为巨噬细胞是主要的内化途径。这些发现为未来生物材料的发展奠定了基础。复杂凝聚体(CCs)是一种很有前途的蛋白质包封平台,通过简单的混合得到一些组分。利用新型的活细胞预涂层处理,CCs的细胞内化得到了极大的增强。此外,使用侧链修饰的异构体制备CC,可以成功封装多种蛋白质,这可以扩大CC在未来的生物医学应用。
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引用次数: 0
A minimalist design approach to simple coacervates from low-molecular-weight components 一个极简的设计方法,简单凝聚从低分子量的组件
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-05-08 DOI: 10.1038/s41428-025-01037-5
Ryou Kubota
Coacervates are condensed, liquid-like assemblies formed through liquid–liquid phase separation via associative interactions among molecular components. Owing to their membraneless nature, coacervates exhibit unique dynamic features, such as coalescence and molecular sequestration, thus serving as promising platforms for drug delivery and the regulation of biological events. In this Focus Review, representative examples of simple coacervates composed of phase-separating low-molecular-weight molecules (LMWMs) are highlighted. This review provides a minimalist design strategy for LMWM-based simple coacervates based on surfactants and peptides and summarizes their unique functions, including stimulus-responsive structural transformations. The sophisticated design of these droplets is expected to enable a wide range of applications, including studies on the origins of life, the development of artificial cells, intracellular and in vivo protein delivery, biosensing, and molecular computing. Simple coacervates formed from low-molecular-weight molecules offer unique dynamic features, including stimulus-responsive phase transitions and reversible assembly/disassembly. This Focus Review highlights molecular design strategies, from historical perspectives to recent advancements. The sophisticated design of coacervates provides new opportunities in protocell models, biosensing, and drug delivery systems.
凝聚体是通过分子组分之间的结合相互作用而形成的液-液相分离形成的凝聚的液体状组装体。由于其无膜性质,凝聚体表现出独特的动力学特性,如聚结和分子隔离,从而成为药物传递和生物事件调节的有希望的平台。本文重点介绍了由相分离的低分子量分子(LMWMs)组成的简单凝聚体的代表性例子。本文综述了基于表面活性剂和多肽的lmwm简单凝聚体的极简设计策略,并总结了它们的独特功能,包括刺激响应结构转换。这些液滴的复杂设计有望实现广泛的应用,包括生命起源的研究,人工细胞的发展,细胞内和体内蛋白质传递,生物传感和分子计算。由低分子量分子形成的简单凝聚体具有独特的动态特性,包括刺激响应相变和可逆的组装/拆卸。这篇重点综述强调了分子设计策略,从历史的角度到最近的进展。凝聚体的复杂设计为原始细胞模型、生物传感和药物传递系统提供了新的机会。
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引用次数: 0
Coordination polymerization of (Z)-1-phenyl[3]dendralene by a neodymium catalyst 钕催化剂配位聚合(Z)-1-苯基[3]树突烯
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-05-02 DOI: 10.1038/s41428-025-01044-6
Haruto Tanaka, Tomoyuki Toda, Katsuhiko Takenaka
The control of the microstructure of polymers derived from conjugated dienes was investigated using coordination polymerization. In this work, we conducted coordination polymerization of (Z)-1-phenyl[3]dendralene (1Z-P3D) as a diene monomer. The polymerization of 1Z-P3D using a homogeneous neodymium catalyst yielded poly(1Z-P3D) with predominantly 4,6-structures (~100%). Coordination polymerization of (Z)-1-phenyl[3]dendralene(1Z-P3D) was investigated using by homogeneous neodymium catalyst. The polymer was obtained under the appropriate polymerization condition and the most part of polymer became insoluble in the progress of isolation. The microstructure of poly(1Z-P3D) prepared by neodymium catalyst was only 4,6-structure whereas poly(1Z-P3D) prepared by anionic initiator contained a predominant amount of 1,4-structure.
采用配位聚合的方法研究了共轭二烯聚合物的微观结构控制。在这项工作中,我们进行了配位聚合(Z)-1-苯基[3]树脂烯(1Z-P3D)作为二烯单体。采用均相钕催化剂对1Z-P3D进行聚合,得到以4,6结构为主(~100%)的聚(1Z-P3D)。采用均相钕催化剂,研究了(Z)-1-苯基[3]树突烯(1Z-P3D)的配位聚合反应。在适当的聚合条件下得到该聚合物,在分离过程中大部分聚合物不溶。钕催化剂制备的聚(1Z-P3D)微观结构仅为4,6结构,而阴离子引发剂制备的聚(1Z-P3D)微观结构以1,4结构为主。
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引用次数: 0
A deeper dive into primitive polylactate polymerization and microdroplet assembly under restrictive early Earth conditions 深入研究早期地球条件下的原始聚乳酸聚合和微滴组装
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-04-30 DOI: 10.1038/s41428-025-01048-2
Mahendran Sithamparam, Ming-Jing He, Navaniswaran Tharumen, Rehana Afrin, Niannian Ding, Chen Chen, Ruiqin Yi, Po-Hsiang Wang, Tony Z. Jia, Kuhan Chandru
Alpha hydroxy acids (AHAs) play various roles in modern biology such as in metabolism, but could have played different roles as “non-biomolecules” at the origins of life. Specifically, lactic acid (LA) and other AHAs can polymerize into polyesters and subsequently assemble into membraneless microdroplets (MMDs) upon dehydration-rehydration cycles, suggesting that polyester MMDs could have been relevant protocell models on early Earth. However, in particular, how the harsh conditions of early Earth, namely salinity and decreased reactant volume/concentration, could have affected primitive LA polymerization and subsequent MMD assembly is unclear. In this study, we found that while monovalent salts such as NaCl and KCl did not inhibit LA polymerization and MMD assembly even at high concentrations (up to 1 M), divalent salts such as MgCl2 and CaCl2 were inhibitory at much lower concentrations. Additionally, we found that lower reaction volumes and concentrations, potentially simulating confined microenvironments on early Earth, still supported LA polymerization and MMD assembly to some extent, albeit with decreased efficiency. These results suggest that early Earth’s environmental conditions could have still supported the polymerization of LA and the formation of MMD-based protocells in a variety of settings despite being quite harsh and variable. Lactic acid (LA), likely abundant on early Earth, can polymerize into polyesters and assemble into membraneless microdroplets (MMDs). However, how the harsh conditions of early Earth could have affected primitive LA polymerization and subsequent MMD assembly is unclear. In this study, we probed the effect of salinity, reaction volume, and reaction concentration on primitive LA polymerization and subsequent MMD assembly, and find that early Earth’s harsh environmental conditions could have still supported the formation of LA-based MMD protocells in a variety of settings.
果酸在现代生物学中发挥着多种作用,例如在新陈代谢中,但在生命起源时作为“非生物分子”可能发挥着不同的作用。具体来说,乳酸(LA)和其他氨基酸可以聚合成聚酯,随后在脱水-再水合循环中组装成无膜微滴(MMDs),这表明聚酯微滴可能是早期地球上相关的原始细胞模型。然而,特别是早期地球的恶劣条件,即盐度和反应物体积/浓度的降低,如何影响原始LA聚合和随后的MMD组装尚不清楚。在这项研究中,我们发现,虽然一价盐如NaCl和KCl即使在高浓度(高达1 M)下也不会抑制LA聚合和MMD组装,但二价盐如MgCl2和CaCl2在低浓度下也有抑制作用。此外,我们发现较低的反应体积和浓度,可能模拟早期地球上受限的微环境,仍然在一定程度上支持LA聚合和MMD组装,尽管效率降低了。这些结果表明,早期地球的环境条件可能仍然支持LA的聚合,并在各种环境下形成基于mmd的原始细胞,尽管条件相当苛刻和多变。乳酸(LA)可能在早期地球上大量存在,它可以聚合成聚酯并组装成无膜微滴(MMDs)。然而,早期地球的恶劣条件如何影响原始LA聚合和随后的MMD组装尚不清楚。在这项研究中,我们探讨了盐度、反应体积和反应浓度对原始LA聚合和随后的MMD组装的影响,并发现早期地球的恶劣环境条件仍然可以在各种环境下支持基于LA的MMD原始细胞的形成。
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引用次数: 0
Liquid‒liquid phase separation induced by i-motif DNA under molecular crowding conditions 分子拥挤条件下i-motif DNA诱导的液-液相分离
IF 2.7 4区 化学 Q3 POLYMER SCIENCE Pub Date : 2025-04-30 DOI: 10.1038/s41428-025-01047-3
Ryosuke Suzuki, Mitsuki Tsuruta, Sumit Shil, Kosei Morohashi, Keiko Kawauchi, Daisuke Miyoshi
Cytosine-rich sequences can fold into a four-stranded structure called the i-motif. These i-motif-forming DNA sequences are enriched in the promoter regions of cancer-related genes and telomeres, indicating their biological importance. Interestingly, an i-motif-forming DNA oligonucleotide derived from telomeres was reported to undergo liquid‒liquid phase separation (LLPS), suggesting that i-motifs regulate cellular processes involving gene expression via LLPS. However, it is still unclear whether i-motifs are able to undergo LLPS under physiological conditions because i-motif structures are thermodynamically stable only under acidic conditions. In this study, we systematically studied the thermodynamics of a series of i-motif-forming oligonucleotides and their ability to undergo LLPS under molecular crowding conditions that mimic the conditions inside cells at various pH values. The thermodynamic analyses revealed that crowding reagents with higher molecular weights stabilize the i-motif structure and increase its pKa. Moreover, we demonstrated that i-motif structures stabilized by molecular crowding undergo LLPS under neutral and even basic conditions. On the other hand, mutated oligonucleotides that do not form stable i-motif structures did not undergo LLPS. These results indicate that i-motif-forming DNAs can robustly and widely undergo LLPS depending on cellular environmental factors such as the solution pH, composition of crowding reagents and degree of molecular crowding in living cells. We showed that various i-motif-forming DNAs undergo LLPS with cationic peptide in acidic conditions. Considering cellular condition, we further investigated LLPS of DNAs in the molecular crowding conditions at physiological pH. LLPS is promoted by molecular crowding conditions at even in basic pH through stabilization of i-motif structure by molecular crowding condition.
富含胞嘧啶的序列可以折叠成称为i基序的四链结构。这些形成i基序的DNA序列富集于癌症相关基因和端粒的启动子区域,表明其生物学重要性。有趣的是,据报道,来自端粒形成i-motif的DNA寡核苷酸进行了液-液相分离(LLPS),这表明i-motif通过LLPS调节涉及基因表达的细胞过程。然而,目前尚不清楚i-motif是否能够在生理条件下经历LLPS,因为i-motif结构只有在酸性条件下才具有热力学稳定性。在这项研究中,我们系统地研究了一系列i基序形成寡核苷酸的热力学,以及它们在模拟不同pH值下细胞内条件的分子拥挤条件下经历LLPS的能力。热力学分析表明,高分子量的拥挤试剂稳定了i-motif的结构,增加了其pKa。此外,我们证明了分子拥挤稳定的i-motif结构在中性甚至基本条件下都会发生LLPS。另一方面,不能形成稳定的i-motif结构的突变寡核苷酸没有经历LLPS。这些结果表明,在活细胞中,形成i-motif的dna可以根据细胞环境因素(如溶液pH、拥挤试剂的组成和分子拥挤程度)广泛而稳定地经历LLPS。我们发现,在酸性条件下,各种i-motif形成的dna与阳离子肽发生LLPS。考虑到细胞条件,我们进一步研究了生理pH下分子拥挤条件下dna的LLPS。即使在碱性pH下,分子拥挤条件也会通过分子拥挤条件稳定i-motif结构来促进LLPS。
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引用次数: 0
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Polymer Journal
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