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Improved Elastic Recovery from ABC Triblock Terpolymers ABC三嵌段三元聚合物弹性恢复性能的改进。
Q1 POLYMER SCIENCE Pub Date : 2023-07-18 DOI: 10.1021/acspolymersau.3c00012
Kaitlin R. Albanese, Jacob R. Blankenship, Timothy Quah, Amy Zhang, Kris T. Delaney, Glenn H. Fredrickson, Christopher M. Bates* and Craig J. Hawker*, 

The promise of ABC triblock terpolymers for improving the mechanical properties of thermoplastic elastomers is demonstrated by comparison with symmetric ABA/CBC analogs having similar molecular weights and volume fraction of B and A/C domains. The ABC architecture enhances elasticity (up to 98% recovery over 10 cycles) in part through essentially full chain bridging between discrete hard domains leading to the minimization of mechanically unproductive loops. In addition, the unique phase space of ABC triblocks also enables the fraction of hard-block domains to be higher (fhard ≈ 0.4) while maintaining elasticity, which is traditionally only possible with non-linear architectures or highly asymmetric ABA triblock copolymers. These advantages of ABC triblock terpolymers provide a tunable platform to create materials with practical applications while improving our fundamental understanding of chain conformation and structure–property relationships in block copolymers.

通过与具有相似分子量和B和A/C结构域体积分数的对称ABA/CBC类似物的比较,证明了ABC三嵌段三元共聚物改善热塑性弹性体机械性能的前景。ABC结构增强了弹性(在10个循环中高达98%的回收率),部分是通过离散硬域之间的基本上全链桥接,从而最大限度地减少机械非生产性环路。此外,ABC三嵌段独特的相空间也使硬嵌段结构域的分数更高(fhard≈0.4),同时保持弹性,这传统上只有在非线性结构或高度不对称的ABA三嵌段共聚物中才可能实现。ABC三嵌段三元共聚物的这些优点为创造具有实际应用的材料提供了一个可调的平台,同时提高了我们对嵌段共聚物中链构象和结构-性能关系的基本理解。
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引用次数: 0
Clickable Polyprolines from Azido-proline N-Carboxyanhydride 叠氮-脯氨酸n -羧酸氢化物的可点击聚脯氨酸
Q1 POLYMER SCIENCE Pub Date : 2023-07-16 DOI: 10.1021/acspolymersau.3c00011
Rachel E. Detwiler, Thomas J. McPartlon, Clara S. Coffey and Jessica R. Kramer*, 

Polyproline is a material of great interest in biomedicine due to its helical scaffold of structural importance in collagen and mucins and its ability to gel and to change conformations in response to temperature. Appending of function-modulating chemical groups to such a material is desirable to diversify potential applications. Here, we describe the synthesis of high-molecular-weight homo, block, and statistical polymers of azide-functionalized proline. The azide groups served as moieties for highly efficient click-grafting, as stabilizers of the polyproline PPII helix, and as modulators of thermoresponsiveness. Saccharides and ethylene glycol were utilized to explore small-molecule grafting, and glutamate polymers were utilized to form polyelectrolyte bottlebrush architectures. Secondary structure effects of both the azide and click modifications, as well as lower critical solution temperature behavior, were characterized. The polyazidoprolines and click products were well tolerated by live human cells and are expected to find use in diverse biomedical applications.

聚脯氨酸由于其在胶原和粘蛋白中具有重要结构的螺旋支架以及其凝胶化和随温度变化构象的能力,在生物医学中引起了极大的兴趣。在这种材料上添加功能调节化学基团是使潜在应用多样化所需要的。在这里,我们描述了叠氮化物官能化脯氨酸的高分子量均聚物、嵌段物和统计聚合物的合成。叠氮化物基团作为高效点击接枝的部分,作为聚脯氨酸PPII螺旋的稳定剂,以及作为热响应性的调节剂。糖和乙二醇被用于探索小分子接枝,谷氨酸聚合物被用于形成聚电解质瓶状结构。表征了叠氮化物和点击改性的二次结构效应,以及较低的临界溶液温度行为。聚叠氮脯氨酸和点击产品被活的人体细胞耐受性良好,有望在各种生物医学应用中找到用途。
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引用次数: 0
On the Importance of Mental Health in STEM 论心理健康在STEM中的重要性
Q1 POLYMER SCIENCE Pub Date : 2023-06-21 DOI: 10.1021/acspolymersau.2c00062
Christian W. Pester*, Gina Noh* and Andi Fu, 

From homework to exams to proposal deadlines, STEM academia bears many stressors for students, faculty, and administrators. The increasing prevalence of burnout as an occupational phenomenon, along with anxiety, depression, and other mental illnesses in the STEM community is an alarming sign that help is needed. We describe common mental illnesses, identify risk factors, and outline symptoms. We intend to provide guidance on how some people can cope with stressors while also giving advice for those who wish to help their suffering friends, colleagues, or peers. We hope to spark more conversation about this important topic that may affect us all─while also encouraging those who suffer (or have suffered) to share their stories and serve as role models for those who feel they cannot speak.

从家庭作业到考试再到提案截止日期,STEM学术界给学生、教师和管理人员带来了许多压力。在STEM社区中,倦怠作为一种职业现象,以及焦虑、抑郁和其他精神疾病的日益普遍,是一个需要帮助的令人担忧的迹象。我们描述常见的精神疾病,识别风险因素,并概述症状。我们打算为一些人如何应对压力提供指导,同时也为那些希望帮助他们痛苦的朋友、同事或同龄人的人提供建议。我们希望引发更多关于这个可能影响我们所有人的重要话题的讨论─同时也鼓励那些受苦(或曾经受苦)的人分享他们的故事,并为那些觉得自己无法说话的人树立榜样。
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引用次数: 0
Stabilizing Polymer Coatings Alter the Protein Corona of DNA Origami and Can Be Engineered to Bias the Cellular Uptake 稳定聚合物涂层改变DNA折纸的蛋白质电晕并可被工程化以偏置细胞吸收
Q1 POLYMER SCIENCE Pub Date : 2023-06-07 DOI: 10.1021/acspolymersau.3c00009
Hugo J. Rodríguez-Franco, Jorieke Weiden and Maartje M. C. Bastings*, 

With DNA-based nanomaterials being designed for applications in cellular environments, the need arises to accurately understand their surface interactions toward biological targets. As for any material exposed to protein-rich cell culture conditions, a protein corona will establish around DNA nanoparticles, potentially altering the a-priori designed particle function. Here, we first set out to identify the protein corona around DNA origami nanomaterials, taking into account the application of stabilizing block co-polymer coatings (oligolysine-1kPEG or oligolysine-5kPEG) widely used to ensure particle integrity. By implementing a label-free methodology, the distinct polymer coating conditions show unique protein profiles, predominantly defined by differences in the molecular weight and isoelectric point of the adsorbed proteins. Interestingly, none of the applied coatings reduced the diversity of the proteins detected within the specific coronae. We then biased the protein corona through pre-incubation with selected proteins and show significant changes in the cell uptake. Our study contributes to a deeper understanding of the complex interplay between DNA nanomaterials, proteins, and cells at the bio-interface.

随着基于DNA的纳米材料被设计用于细胞环境,需要准确了解它们与生物目标的表面相互作用。对于任何暴露于富含蛋白质的细胞培养条件下的材料,DNA纳米颗粒周围都会形成蛋白质冠,这可能会改变预先设计的颗粒功能。在这里,我们首先着手识别DNA折纸纳米材料周围的蛋白质冠,考虑到广泛用于确保颗粒完整性的稳定嵌段共聚物涂层(低聚赖氨酸-1kPEG或低聚赖氨酰-5kPEG)的应用。通过实施无标记方法,不同的聚合物涂层条件显示出独特的蛋白质图谱,主要由吸附蛋白质的分子量和等电点的差异来定义。有趣的是,没有一种涂层降低了在特定冠状病毒中检测到的蛋白质的多样性。然后,我们通过与选定的蛋白质预孵育来偏置蛋白质冠,并显示细胞摄取的显著变化。我们的研究有助于更深入地理解DNA纳米材料、蛋白质和生物界面细胞之间的复杂相互作用。
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引用次数: 0
Sequence Patterning, Morphology, and Dispersity in Single-Chain Nanoparticles: Insights from Simulation and Machine Learning 单链纳米颗粒的序列模式、形态和分散性:来自模拟和机器学习的见解
Q1 POLYMER SCIENCE Pub Date : 2023-06-05 DOI: 10.1021/acspolymersau.3c00007
Roshan A. Patel, Sophia Colmenares and Michael A. Webb*, 

Single-chain nanoparticles (SCNPs) are intriguing materials inspired by proteins that consist of a single precursor polymer chain that has collapsed into a stable structure. In many prospective applications, such as catalysis, the utility of a single-chain nanoparticle will intricately depend on the formation of a mostly specific structure or morphology. However, it is not generally well understood how to reliably control the morphology of single-chain nanoparticles. To address this knowledge gap, we simulate the formation of 7680 distinct single-chain nanoparticles from precursor chains that span a wide range of, in principle, tunable patterning characteristics of cross-linking moieties. Using a combination of molecular simulation and machine learning analyses, we show how the overall fraction of functionalization and blockiness of cross-linking moieties biases the formation of certain local and global morphological characteristics. Importantly, we illustrate and quantify the dispersity of morphologies that arise due to the stochastic nature of collapse from a well-defined sequence as well as from the ensemble of sequences that correspond to a given specification of precursor parameters. Moreover, we also examine the efficacy of precise sequence control in achieving morphological outcomes in different regimes of precursor parameters. Overall, this work critically assesses how precursor chains might be feasibly tailored to achieve given SCNP morphologies and provides a platform to pursue future sequence-based design.

单链纳米颗粒(SCNP)是一种有趣的材料,其灵感来源于蛋白质,该蛋白质由坍塌成稳定结构的单个前体聚合物链组成。在许多潜在的应用中,如催化,单链纳米颗粒的效用将复杂地取决于主要特定结构或形态的形成。然而,如何可靠地控制单链纳米颗粒的形态通常还不太清楚。为了解决这一知识差距,我们模拟了由前体链形成7680个不同的单链纳米颗粒,这些前体链原则上跨越了交联部分的广泛可调图案化特性。通过结合分子模拟和机器学习分析,我们展示了交联部分的官能化和嵌段性的总体分数如何影响某些局部和全局形态特征的形成。重要的是,我们说明并量化了由于定义明确的序列以及对应于给定前体参数规范的序列集合的坍塌的随机性质而产生的形态的分散性。此外,我们还研究了精确序列控制在前体参数的不同状态下实现形态结果的功效。总的来说,这项工作批判性地评估了如何可行地定制前体链以实现给定的SCNP形态,并为未来基于序列的设计提供了一个平台。
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引用次数: 0
Dynamic Aliphatic Polyester Elastomers Crosslinked with Aliphatic Dianhydrides 动态脂肪族聚酯弹性体与脂肪族二酐交联。
Q1 POLYMER SCIENCE Pub Date : 2023-05-04 DOI: 10.1021/acspolymersau.3c00004
Marianne S. Meyersohn, Farihah M. Haque and Marc A. Hillmyer*, 

Chemically crosslinked elastomers are a class of polymeric materials with properties that render them useful as adhesives, sealants, and in other engineering applications. Poly(γ-methyl-ε-caprolactone) (PγMCL) is a hydrolytically degradable and compostable aliphatic polyester that can be biosourced and exhibits competitive mechanical properties to traditional elastomers when chemically crosslinked. A typical limitation of chemically crosslinked elastomers is that they cannot be reprocessed; however, the incorporation of dynamic covalent bonds can allow for bonds to reversibly break and reform under an external stimulus, usually heat. In this work, we study the dynamic behavior and mechanical properties of PγMCL elastomers synthesized from aliphatic dianhydride crosslinkers. The crosslinked elastomers in this work were synthesized using the commercially available crosslinkers, 1,2,4,5-cyclohexanetetracarboxylic dianhydride, and 1,2,3,4-cyclobutanetetracarboxylic dianhydride and three-arm hydroxy-telechelic PγMCL star polymers. Stress relaxation experiments on the crosslinked networks showed an Arrhenius dependence of viscosity with temperature with an activation energy of 118 ± 8 kJ/mol, which agrees well with the activation energy of transesterification exchange chemistry obtained from small molecule model studies. Dynamic mechanical thermal analysis and rheological experiments confirmed the dynamic nature of the networks and provided insight into the mechanism of exchange (i.e., associative or dissociative). Tensile testing showed that these materials can exhibit high strains at break and low Young’s moduli, characteristic of soft and strong elastomers. By controlling the exchange chemistry and understanding the effect of macromolecular structure on mechanical properties, we prepared the high-performance elastomers that can be potentially reprocessed at moderately elevated temperatures.

化学交联弹性体是一类聚合物材料,其性能使其可用作粘合剂、密封剂和其他工程应用。聚(γ-甲基-ε-己内酯)(PγMCL)是一种可水解降解和可堆肥的脂肪族聚酯,可作为生物来源,在化学交联时表现出与传统弹性体有竞争力的机械性能。化学交联弹性体的一个典型限制是它们不能再加工;然而,动态共价键的结合可以使键在外部刺激(通常是热)下可逆地断裂和重组。在本工作中,我们研究了由脂肪族二酐交联剂合成的PγMCL弹性体的动力学行为和力学性能。本工作中的交联弹性体是使用市售交联剂1,2,4,5-环己烷四羧酸二酐、1,2,3,4-环丁烷四羧酸二酸酐和三臂羟基遥爪PγMCL星形聚合物合成的。交联网络的应力松弛实验显示粘度随温度的阿伦尼斯依赖性,活化能为118±8kJ/mol,这与小分子模型研究获得的酯交换化学的活化能非常一致。动态机械热分析和流变实验证实了网络的动态性质,并深入了解了交换机制(即缔合或离解)。拉伸测试表明,这些材料可以表现出高断裂应变和低杨氏模量,这是软弹性体和强弹性体的特征。通过控制交换化学并了解大分子结构对机械性能的影响,我们制备了高性能弹性体,这些弹性体可以在适度升高的温度下进行再加工。
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引用次数: 1
Monitoring Protein Complexation with Polyphosphazene Polyelectrolyte Using Automated Dynamic Light Scattering Titration and Asymmetric Flow Field Flow Fractionation and Protein Recognition Immunoassay 使用自动动态光散射滴定法和不对称流场流动分级法以及蛋白质识别免疫测定法监测蛋白质与聚磷腈聚电解质的络合。
Q1 POLYMER SCIENCE Pub Date : 2023-04-21 DOI: 10.1021/acspolymersau.3c00006
Michael Lueckheide, Alexander Marin, Harichandra D. Tagad, Nicholas D. Posey, Vivek M. Prabhu* and Alexander K. Andrianov*, 

Polyphosphazenes represent a class of intrinsically flexible polyelectrolytes with potent immunoadjuvant activity, which is enabled through non-covalent self-assembly with antigenic proteins by charge complexation. The formation of supramolecular complexes between polyphosphazene adjuvant, poly[di(carboxylatophenoxy)phosphazene] (PCPP), and a model vaccine antigen, hen egg lysozyme, was studied under physiological conditions using automated dynamic light scattering titration, asymmetric flow field flow fractionation (AF4), enzyme-linked immunosorbent assay (ELISA), and fluorescent quenching methods. Three regimes of self-assembly were observed covering complexation of PCPP with lysozyme in the nano-scale range, multi-chain complexes, and larger aggregates with complexes characterized by a maximum loading of over six hundred protein molecules per PCPP chain and dissociation constant in the micromolar range (Kd = 7 × 10–6 mol/L). The antigenicity of PCPP bound lysozyme, when compared to equivalent lysozyme solutions, was largely retained for all complexes, but observed a dramatic reduction for heavily aggregated systems. Routes to control the complexation regimes with elevated NaCl or KCl salt concentrations indicate ion-specific effects, such that more smaller-size complexes are present at higher NaCl, counterintuitive with respect to PCPP solubility arguments. While the order of mixing shows a prominent effect at lower stoichiometries of mixing, higher NaCl salt reduces the effect all together.

聚磷腈是一类具有强大免疫佐剂活性的固有柔性聚电解质,通过电荷络合与抗原蛋白进行非共价自组装。采用自动动态光散射滴定、不对称流场流动分级(AF4)、酶联免疫吸附试验(ELISA)和荧光猝灭法,在生理条件下研究了聚磷腈佐剂、聚[二(羧基苯氧基)磷腈](PCPP)和模型疫苗抗原鸡蛋溶菌酶之间超分子复合物的形成。观察到三种自组装机制,包括PCPP与溶菌酶在纳米范围内的络合、多链复合物和具有复合物的较大聚集体,其特征是每个PCPP链的最大负载量超过600个蛋白质分子,解离常数在微摩尔范围内(Kd=7×10-6mol/L)。与等效溶菌酶溶液相比,PCPP结合的溶菌酶的抗原性在很大程度上保留了所有复合物,但在严重聚集的系统中观察到显著降低。用升高的NaCl或KCl盐浓度控制络合机制的途径表明了离子特异性效应,使得在更高的NaCl下存在更多更小尺寸的络合物,这与PCPP溶解度争论的直觉相反。虽然混合顺序在较低的混合化学计量下显示出显著的影响,但较高的NaCl盐一起降低了这种影响。
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引用次数: 0
Interfacial Effects in Conductivity Measurements of Block Copolymer Electrolytes 嵌段共聚物电解质电导率测量中的界面效应
Q1 POLYMER SCIENCE Pub Date : 2023-04-05 DOI: 10.1021/acspolymersau.2c00068
Jonathan P. Coote, Samuel K. J. Adotey, Joshua R. Sangoro and Gila E. Stein*, 

The ionic conductivity in lamellar block copolymer electrolytes is often anisotropic, where the in-plane conductivity exceeds the through-plane conductivity by up to an order of magnitude. In a prior work, we showed significant anisotropy in the ionic conductivity of a lamellar block copolymer based on polystyrene (PS) and a polymer ionic liquid (PIL), and we proposed that the through-film ionic conductivity was depressed by layering of lamellar domains near the electrode surface. In the present work, we first tested that conclusion by measuring the through-plane ionic conductivity of two model PIL-based systems having controlled interfacial profiles using impedance spectroscopy. The measurements were not sensitive to changes in interfacial composition or structure, so anisotropy in the ionic conductivity of PS-block-PIL materials must arise from an in-plane enhancement rather than a through-plane depression. We then examined the origin of this in-plane enhancement with a series of PS-block-PIL materials, a P(S-r-IL) copolymer, and a PIL homopolymer, where impedance spectra were acquired with a top-contact electrode configuration. These studies show that enhanced in-plane ionic conductivities are correlated with the formation of an IL-rich wetting layer at the free surface, which presumably provides a low-resistance path for ion transport between the electrodes. Importantly, the enhanced in-plane ionic conductivities in these PS-block-PIL materials are consistent with simple geometric arguments based on properties of the PIL, while the through-plane values are an order of magnitude lower. Consequently, it is critical to understand how surface and bulk effects contribute to impedance spectroscopy measurements when developing structure–conductivity relations in this class of materials.

层状嵌段共聚物电解质中的离子导电性通常是各向异性的,其中平面内导电性超过穿过平面的导电性高达一个数量级。在先前的工作中,我们展示了基于聚苯乙烯(PS)和聚合物离子液体(PIL)的层状嵌段共聚物的离子电导率的显著各向异性,并且我们提出通过在电极表面附近分层层状畴来降低通膜离子电导率。在目前的工作中,我们首先通过使用阻抗谱测量具有受控界面轮廓的两个基于PIL的模型系统的过平面离子电导率来测试这一结论。测量结果对界面组成或结构的变化不敏感,因此PS嵌段PIL材料的离子电导率的各向异性必须来自平面内增强而不是平面内凹陷。然后,我们用一系列PS嵌段PIL材料、P(S-r-IL)共聚物和PIL均聚物研究了这种面内增强的起源,其中用顶部接触电极配置获得了阻抗谱。这些研究表明,增强的面内离子电导率与在自由表面形成富含IL的润湿层有关,这可能为电极之间的离子传输提供了低电阻路径。重要的是,这些PS嵌段PIL材料中增强的平面内离子电导率与基于PIL性质的简单几何参数一致,而通平面值低一个数量级。因此,在开发这类材料的结构-导电关系时,了解表面和体积效应如何对阻抗谱测量做出贡献至关重要。
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引用次数: 1
Unexpected Slow Relaxation Dynamics in Pure Ring Polymers Arise from Intermolecular Interactions 分子间相互作用引起的纯环聚合物中出乎意料的慢弛豫动力学
Q1 POLYMER SCIENCE Pub Date : 2023-03-30 DOI: 10.1021/acspolymersau.2c00069
Michael Q. Tu, Oleg Davydovich, Baicheng Mei, Piyush K. Singh, Gary S. Grest, Kenneth S. Schweizer, Thomas C. O’Connor* and Charles M. Schroeder*, 

Ring polymers have fascinated scientists for decades, but experimental progress has been challenging due to the presence of linear chain contaminants that fundamentally alter dynamics. In this work, we report the unexpected slow stress relaxation behavior of concentrated ring polymers that arises due to ring–ring interactions and ring packing structure. Topologically pure, high molecular weight ring polymers are prepared without linear chain contaminants using cyclic poly(phthalaldehyde) (cPPA), a metastable polymer chemistry that rapidly depolymerizes from free ends at ambient temperatures. Linear viscoelastic measurements of highly concentrated cPPA show slow, non-power-law stress relaxation dynamics despite the lack of linear chain contaminants. Experiments are complemented by molecular dynamics (MD) simulations of unprecedentedly high molecular weight rings, which clearly show non-power-law stress relaxation in good agreement with experiments. MD simulations reveal substantial ring–ring interpenetrations upon increasing ring molecular weight or local backbone stiffness, despite the global collapsed nature of single ring conformation. A recently proposed microscopic theory for unconcatenated rings provides a qualitative physical mechanism associated with the emergence of strong inter-ring caging which slows down center-of-mass diffusion and long wavelength intramolecular relaxation modes originating from ring–ring interpenetrations, governed by the onset variable N/ND, where the crossover degree of polymerization ND is qualitatively predicted by theory. Our work overcomes challenges in achieving ring polymer purity and by characterizing dynamics for high molecular weight ring polymers. Overall, these results provide a new understanding of ring polymer physics.

几十年来,环状聚合物一直吸引着科学家,但由于存在从根本上改变动力学的线性链污染物,实验进展一直具有挑战性。在这项工作中,我们报道了由于环-环相互作用和环填充结构而产生的浓缩环聚合物的出乎意料的缓慢应力松弛行为。使用环状聚(邻苯二甲醛)(cPPA)制备拓扑纯的高分子量环聚合物,没有线性链污染物,这是一种亚稳态聚合物化学物质,在环境温度下从自由端快速解聚。高浓度cPPA的线性粘弹性测量显示出缓慢的非幂律应力松弛动力学,尽管缺乏线性链污染物。实验得到了前所未有的高分子量环的分子动力学(MD)模拟的补充,这些模拟清楚地表明了非幂律应力松弛与实验非常一致。MD模拟揭示了在增加环分子量或局部骨架刚度时,尽管单环构象具有全局坍塌性质,但环-环的实质相互渗透。最近提出的一种非连接环的微观理论提供了一种与强环间笼化的出现相关的定性物理机制,该机制减缓了源自环-环互穿的质心扩散和长波长分子内弛豫模式,由起始变量N/ND控制,其中通过理论定性地预测聚合的交叉度ND。我们的工作克服了实现环聚合物纯度和表征高分子量环聚合物动力学方面的挑战。总的来说,这些结果为环聚合物物理提供了新的理解。
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引用次数: 5
Open Macromolecular Genome: Generative Design of Synthetically Accessible Polymers 开放式大分子基因组:可合成聚合物的生成设计
Q1 POLYMER SCIENCE Pub Date : 2023-03-29 DOI: 10.1021/acspolymersau.3c00003
Seonghwan Kim, Charles M. Schroeder and Nicholas E. Jackson*, 

A grand challenge in polymer science lies in the predictive design of new polymeric materials with targeted functionality. However, de novo design of functional polymers is challenging due to the vast chemical space and an incomplete understanding of structure–property relations. Recent advances in deep generative modeling have facilitated the efficient exploration of molecular design space, but data sparsity in polymer science is a major obstacle hindering progress. In this work, we introduce a vast polymer database known as the Open Macromolecular Genome (OMG), which contains synthesizable polymer chemistries compatible with known polymerization reactions and commercially available reactants selected for synthetic feasibility. The OMG is used in concert with a synthetically aware generative model known as Molecule Chef to identify property-optimized constitutional repeating units, constituent reactants, and reaction pathways of polymers, thereby advancing polymer design into the realm of synthetic relevance. As a proof-of-principle demonstration, we show that polymers with targeted octanol–water solubilities are readily generated together with monomer reactant building blocks and associated polymerization reactions. Suggested reactants are further integrated with Reaxys polymerization data to provide hypothetical reaction conditions (e.g., temperature, catalysts, and solvents). Broadly, the OMG is a polymer design approach capable of enabling data-intensive generative models for synthetic polymer design. Overall, this work represents a significant advance, enabling the property targeted design of synthetic polymers subject to practical synthetic constraints.

聚合物科学的一大挑战在于具有目标功能的新型聚合物材料的预测设计。然而,由于广阔的化学空间和对结构-性能关系的不完全理解,功能聚合物的从头设计具有挑战性。深度生成建模的最新进展促进了分子设计空间的有效探索,但聚合物科学中的数据稀疏性是阻碍进展的主要障碍。在这项工作中,我们介绍了一个名为开放高分子基因组(OMG)的庞大聚合物数据库,其中包含与已知聚合反应兼容的可合成聚合物化学物质,以及为合成可行性而选择的市售反应物。OMG与被称为Molecule Chef的合成感知生成模型协同使用,以识别聚合物的性质优化的组成重复单元、组成反应物和反应途径,从而将聚合物设计推进合成相关性领域。作为原理证明,我们表明,具有目标辛醇-水溶解度的聚合物很容易与单体反应物构建块和相关的聚合反应一起生成。建议的反应物与环氧树脂聚合数据进一步整合,以提供假设的反应条件(例如,温度、催化剂和溶剂)。从广义上讲,OMG是一种聚合物设计方法,能够实现合成聚合物设计的数据密集型生成模型。总的来说,这项工作代表了一个重大进展,使合成聚合物的性能目标设计能够受到实际合成约束。
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引用次数: 4
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ACS polymers Au
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