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S9 protease WprP2 catalyzes uniform cleavage on the precursor peptide in RiPP biosynthesis. S9蛋白酶WprP2在RiPP生物合成中催化前体肽的均匀切割。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-29 DOI: 10.1038/s42004-026-01915-w
Jabal Rahmat Haedar, Abujunaid Habib Khan, Suze Ma, Stefano Donadio, Chin-Soon Phan

Serine proteases in ribosomally synthesized and post-translationally modified peptides (RiPPs) catalyze the cleavage on the precursor peptides in the biosynthesis of RiPP natural products. Here, we identified an uncharacterized serine protease WprP2 from Streptomyces venezuelae NPDC049867, encoded next to the radical S-adenosyl-L-methionine (SAM) enzyme WprB2 involved in the biosynthesis of cyclophane natural products. In vitro characterization of S9 protease WprP2 revealed that the precursor peptide WprA2 is uniformly cleaved. The cleavage activity of WprP2 has not been seen in any serine proteases and expands the S9 protease in RiPP biosynthesis.

核糖体合成和翻译后修饰肽(RiPPs)中的丝氨酸蛋白酶在RiPPs天然产物的生物合成中催化前体肽的裂解。在这里,我们从委内瑞拉链霉菌NPDC049867中鉴定了一个未被鉴定的丝氨酸蛋白酶WprP2,其编码位置与参与环烷天然产物生物合成的s -腺苷- l-甲硫氨酸(SAM)自由基酶WprB2相邻。S9蛋白酶WprP2的体外鉴定表明,前体肽WprA2是均匀切割的。WprP2的裂解活性在任何丝氨酸蛋白酶中都没有发现,并扩展了RiPP生物合成中的S9蛋白酶。
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引用次数: 0
Benchmarking deep learning models for predicting anticancer drug potency (IC50) with insights for medicinal chemists. 对标深度学习模型预测抗癌药物效力(IC50)与洞察药物化学家。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-29 DOI: 10.1038/s42004-026-01916-9
Udbhas Garai, Aditya S Pal, Koyel Ghosh, Deepak B Salunke, Utpal Garain

Potency (IC50) prediction of small molecules is pivotal for anticancer drug development. This study benchmarked five deep learning (DL) models for IC50 prediction-DeepCDR, DrugCell, PaccMann, Precily, and tCNN-against a simple mean-based Baseline using standardized GDSC datasets and recently published anticancer compounds. To ensure practicality, conventional error metrics were supplemented with percentage error, log error, three-sigma limit, and a newly proposed Experimental Variability-Aware Prediction Accuracy statistic. The models performed well on randomly split data and unseen cell lines but showed sharply reduced accuracy for unseen compounds. Though all DL models exhibited similar performance trends, DeepCDR, DrugCell, and tCNN held a slight edge in most testing scenarios. Interestingly, several DL algorithms could not significantly outperform the Baseline model in many tests. Assessing prediction error against physicochemical and biological properties of compounds and cell lines revealed weak correlation, highlighting an underexplored aspect of model performance. A user-friendly web server (https://nlplab1.isical.ac.in/ic50.php) was also developed for IC50 prediction of new compounds against cancer cell lines.

小分子效价(IC50)预测是抗癌药物开发的关键。本研究使用标准化的GDSC数据集和最近发表的抗癌化合物,对IC50预测的五个深度学习(DL)模型(deepcdr、DrugCell、PaccMann、Precily和tcnn)进行基准测试,以简单的基于均值的基线为基础。为了确保实用性,传统的误差指标补充了百分比误差、对数误差、三西格玛极限和新提出的实验变异性感知预测精度统计。该模型在随机分割的数据和看不见的细胞系上表现良好,但在看不见的化合物上显示出急剧降低的准确性。虽然所有深度学习模型都表现出类似的性能趋势,但DeepCDR、DrugCell和tCNN在大多数测试场景中都有轻微的优势。有趣的是,在许多测试中,几种深度学习算法并不能显著优于Baseline模型。根据化合物和细胞系的物理化学和生物特性评估预测误差显示出弱相关性,突出了模型性能的一个未被探索的方面。还开发了一个用户友好的web服务器(https://nlplab1.isical.ac.in/ic50.php),用于预测新化合物对癌细胞系的IC50。
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引用次数: 0
Steric confinement-induced emission probe for monitoring protein conformations in live cells. 用于监测活细胞中蛋白质构象的立体禁锢诱导发射探针。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-29 DOI: 10.1038/s42004-026-01914-x
Huixia Jia, Lin Yang, Yu Yang, He Liu, Jia Liu, Chunfeng Shang, Zengru Di, Benzhao He, Ke Zhang

Protein conformational changes drive signal transduction to regulate cellular activities, yet monitoring of these changes in living cells remains challenging. Here, we introduce BIOSCE (BIOprobe based on Steric Confinement-induced Emission), a technique that enables tracking of individual protein conformations in living cells across millisecond-to-minute timescales. BIOSCE reports protein conformational changes via steric confinement-induced luminescence switching from non-luminescent to luminescent states. We demonstrate that BIOSCE rapidly senses calmodulin conformational changes triggered by intracellular calcium fluctuations. The BIOSCE platform achieved millisecond-resolution monitoring of single-protein conformations within cellular signaling pathways, as evidenced by its sensitive detection of rapamycin-dependent FKBP (FK506-binding protein)-FRB (FKBP-rapamycin binding) interactions regardless of the labeled partner. Furthermore, we applied BIOSCE to track the spatial distribution of SNAP25 (25 kDa synaptosomal nerve-associated protein) during botulinum neurotoxin A (BoNT/A) intoxication, revealing differential catalytic processing of its cleavage fragments. This generalizable approach provides a robust platform for investigating single-molecule conformational changes with high spatiotemporal resolution and enables direct evaluation of transient cellular events.

蛋白质构象变化驱动信号转导调节细胞活动,但在活细胞中监测这些变化仍然具有挑战性。在这里,我们介绍了bioce(基于空间束缚诱导发射的生物探针),一种能够在毫秒到分钟的时间尺度上跟踪活细胞中单个蛋白质构象的技术。bioce报告了蛋白质构象的变化,通过空间限制诱导的发光从非发光状态到发光状态的转换。我们证明bioce可以快速感知由细胞内钙波动引发的钙调蛋白构象变化。bioce平台实现了对细胞信号通路内单蛋白构象的毫秒级监测,其对雷帕霉素依赖性FKBP (fk506结合蛋白)-FRB (FKBP-雷帕霉素结合蛋白)相互作用的敏感检测证明了这一点,而不管标记的伴侣是什么。此外,我们应用bioce追踪肉毒杆菌神经毒素A (BoNT/A)中毒期间SNAP25 (25 kDa突触体神经相关蛋白)的空间分布,揭示其裂解片段的不同催化过程。这种可推广的方法为研究具有高时空分辨率的单分子构象变化提供了一个强大的平台,并能够直接评估瞬态细胞事件。
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引用次数: 0
Supported nanoparticles and single-atom catalysts for the synthesis of deuterated alcohols. 负载纳米颗粒和单原子催化剂合成氘化醇。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-28 DOI: 10.1038/s42004-026-01907-w
Jing-Jing Tang, Shu-Xian Li, Wen-Xin Zhou, Xiang-Ting Min, Botao Qiao

Deuterated alcohols are valuable synthetic targets due to their roles in pharmaceuticals, materials, and mechanistic studies. Conventional homogeneous strategies for their synthesis, while effective, often require expensive ligands and offer limited catalyst recovery. Heterogeneous catalysis, by contrast, provides a robust and recyclable alternative with enhanced scalability. Recent advances in supported metal nanoparticles and single-atom catalysts (SACs) have enabled high-efficiency and site-selective deuteration of alcohols. This Perspective presents heterogeneous catalytic systems as evolving into scalable and efficient platforms for deuterated alcohol synthesis, opening new directions for sustainable isotope incorporation.

氘化醇由于其在药物、材料和机理研究中的作用而成为有价值的合成靶标。传统的均相合成策略虽然有效,但往往需要昂贵的配体,并且催化剂回收率有限。相比之下,多相催化提供了一种强大的、可回收的替代方案,并具有增强的可扩展性。负载型金属纳米颗粒和单原子催化剂(SACs)的最新进展使醇的高效和选择性氘化成为可能。本展望提出了多相催化系统发展成为可扩展和高效的氘化醇合成平台,为可持续同位素结合开辟了新的方向。
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引用次数: 0
Direct diazotization of indoles with 2-Methoxyethyl nitrite. 吲哚与2-甲氧基乙基亚硝酸盐的直接重氮化反应。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-27 DOI: 10.1038/s42004-026-01910-1
Airu Hashidoko, Taku Kitanosono, Yuki Nakao, Yasuhiro Yamashita, Shū Kobayashi

In pursuit of the reductive conversion of NO in organic synthesis, this study presents the direct diazotization of indoles using 2-methoxyethyl nitrite (MOE-ONO). Diazo compounds are invaluable intermediates in organic synthesis, serving as carbene precursors for constructing diverse carbon frameworks. However, traditional C-H diazotization methods often require azide compounds or excessive amounts of acid/base, posing significant environmental and safety challenges. Herein, we introduce a sustainable and efficient diazotization protocol that overcomes these problems. The use of 2-methoxyethyl nitrite (MOE-ONO), a stable and highly reactive NO donor developed by our group, in combination with TEMPO and a catalytic amount of Sc(OTf)3, played a significant role in the direct diazotization of 2-substituted indoles. MOE-ONO showed higher reactivity and selectivity than conventional NO donors, even including tert-butyl nitrite or NaNO2/AcOH. Since MOE-ONO is synthesized from NO gas, oxygen, and 2-methoxyethanol, this diazotization serves as an effective utilization of NO. Furthermore, the diazotization proceeds efficiently even in water, which is important for designing clean chemical processes. The synthesized 3-diazoindoles exhibit broad reactivity, such as Grignard reaction at the C2-position and rhodium-catalyzed cyclopropanation at the C3-position. Such reactions can be practical solutions for synthesizing highly functionalized indoles and indolines, which are important for the design and discovery of pharmacologically active compounds.

为了追求有机合成中NO的还原转化,本研究提出了用2-甲氧基乙基亚硝酸盐(MOE-ONO)直接重氮化吲哚的方法。重氮化合物是有机合成中宝贵的中间体,是构建多种碳框架的碳前体。然而,传统的碳氢重氮化方法通常需要叠氮化物或过量的酸/碱,这对环境和安全构成了重大挑战。在此,我们介绍了一种可持续和高效的重氮化方案,克服了这些问题。本课组开发的稳定、高活性NO供体- 2-甲氧基乙基亚硝酸盐(MOE-ONO)与TEMPO和Sc(OTf)3的催化量相结合,在2-取代吲哚的直接重氮化反应中发挥了重要作用。与常规NO供体相比,MOE-ONO表现出更高的反应活性和选择性,甚至包括亚硝酸盐叔丁基或NaNO2/AcOH。由于MOE-ONO是由NO气体、氧气和2-甲氧基乙醇合成的,因此重氮化是NO的有效利用。此外,重氮化即使在水中也能有效进行,这对设计清洁化学工艺非常重要。合成的3-重氮吲哚具有广泛的反应活性,如在c2位发生格氏反应,在c3位发生铑催化的环丙烷化反应。这种反应是合成高功能化吲哚和吲哚类化合物的可行方法,对设计和发现具有药理活性的化合物具有重要意义。
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引用次数: 0
Lactam enables remote boronate rearrangements to C═N bonds. 内酰胺使得C = N键的远端硼离子重排成为可能。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-26 DOI: 10.1038/s42004-026-01890-2
Jie Lei, Jia Xu, Xue Li, Wei Yan, Zhongzhu Chen, Zhigang Xu, Hong-Yu Li

Remote boronate rearrangement of boronic acids to C═N bonds is a valuable in synthetic chemistry. Conventional approaches are constrained by the need to pre-install specialized directing groups onto the starting materials. Here, we report a lactam-driven dynamic directing strategy, achieving 1,5- and 1,4-boronate rearrangements. The strategy circumvents the need for substrate pre-activation procedures, successfully overcoming a challenge in the functionalization of inactive C = N bonds to N-alkyl anilines and 3-aryl quinoxalinones. Comprehensive mechanistic investigations unveil three transformative insights: (i) Lactam leverages boron activation to C = N bonds through tetracoordinate boron species; (ii) the 1,5-boronate rearrangement to N-alkyl anilines is favored via an eight-membered boronate complex, as supported by density functional theory (DFT) studies; (iii) a catalyst-free 1,4-boronate rearrangement pathway operates through HFIP-stabilized tetracoordinate boron intermediates. This lactam-enabled boronate rearrangements offers a methodology with transformative potential.

硼酸到C = N键的远端硼酸重排在合成化学中是有价值的。由于需要在起始材料上预先安装专门的指导组,传统方法受到限制。在这里,我们报道了一种内酰胺驱动的动态定向策略,实现了1,5-和1,4-硼的重排。该策略规避了对底物预活化程序的需要,成功克服了非活性C = N键功能化到N-烷基苯胺和3-芳基喹啉酮的挑战。综合机理研究揭示了三个变革性的见解:(i)内酰胺通过四配位硼物种利用硼活化C = N键;(ii)密度泛函理论(DFT)研究支持,通过八元硼酸配合物有利于1,5-硼酸重排到n -烷基苯胺;(iii)通过hfip稳定的四配位硼中间体实现无催化剂的1,4-硼重排途径。这种内酰胺激活的硼酸盐重排提供了一种具有变革潜力的方法。
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引用次数: 0
An integrated workflow for the structure elucidation of nanocrystalline powders. 纳米晶粉末结构解析的集成工作流程。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-24 DOI: 10.1038/s42004-026-01902-1
Chiara Sabena, Federica Bravetti, Natsuki Miyauchi, Miho Nakafukasako, Yoshitaka Aoyama, Katsuo Asakura, Kiyotaka Konuma, Masahiro Hashimoto, Yusuke Nishiyama, Michele R Chierotti

Structural characterization of powder materials, including those synthesized by mechanochemical methods, remains challenging due to the lack of single crystals suitable for X-ray diffraction. Microcrystal-Electron Diffraction (MicroED) enables structure determination from sub-micrometer crystallites but faces limitations, particularly in locating hydrogen atoms and distinguishing light atoms (C, N, O). We present a general workflow that integrates MicroED with high-resolution mass spectrometry, database mining, solution and solid-state NMR, and DFT-D/GIPAW calculations to resolve atomic structures of complex powders, even with unknown composition. The approach is demonstrated on a pyridoxine-N-acetyl-L-cysteine salt, a mechanochemically synthesized adduct for which large single crystals could not be obtained, and on N-formyl-methionyl-leucyl-phenylalanine (fMLF), a bacterial chemoattractant peptide. This strategy enables comprehensive structure resolution, including identification of molecular components, crystal packing, atom assignments and hydrogen positions. Its modularity and scalability make it suitable for a wide range of powder materials, e.g., pigments, pharmaceutical compounds, etc., especially when conventional crystallography fails.

由于缺乏适合x射线衍射的单晶,粉末材料的结构表征,包括那些由机械化学方法合成的材料,仍然具有挑战性。微晶电子衍射(MicroED)可以从亚微米晶体中确定结构,但存在局限性,特别是在定位氢原子和区分光原子(C, N, O)方面。我们提出了一个通用的工作流程,将MicroED与高分辨率质谱、数据库挖掘、溶液和固态核磁共振以及DFT-D/GIPAW计算集成在一起,以解决复杂粉末的原子结构,即使成分未知。该方法在吡哆醇- n -乙酰基-l -半胱氨酸盐(一种机械化学合成的不能获得大单晶的加合物)和n -甲酰基-蛋氨酸-亮基-苯丙氨酸(fMLF)(一种细菌化学引诱肽)上得到了证明。这种策略可以实现全面的结构分辨率,包括分子成分、晶体填充、原子分配和氢位置的识别。它的模块化和可扩展性使其适用于各种粉末材料,如颜料,药物化合物等,特别是当传统晶体学失效时。
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引用次数: 0
Potential metabolic viability on asteroid chemistry. 小行星化学的潜在代谢活力。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-23 DOI: 10.1038/s42004-025-01860-0
Theresa Fisher, Regis Ferriere

While it has been long supposed that asteroids played a role in the delivery of important prebiotic compounds to early Earth, the exact nature of the interactions between asteroidal material and metabolism remains largely unquantified. Pristine material from asteroid sample-return missions provides an unprecedented opportunity to evaluate the potential for the asteroids' chemistry to support the origin and persistence of life. Here we use metabolic network expansion to computationally test the viability of contrasted biochemical networks, including a group of acetogens and methanogens representing primitive metabolisms, on the known chemistry of three asteroids (Itokawa, Ryugu, Bennu) and two meteorites (Murchison, Murray). The chemistry of Murchison and Bennu appears to support the potential viability of the acetogenic and methanogenic metabolisms. In contrast, Murray, Ryugu and Itokawa samples lack critical substrates, particularly adenine and D-ribose needed for ATP production, suggesting that carbonaceous bodies vary in their compositional capacity to support the acetogenic and methanogenic metabolisms. This highlights the astrobiological relevance of asteroids rich in carbon, nitrogen, and phosphate such as Bennu, and hints at the habitability, past or present, of their parent bodies.

虽然长期以来人们一直认为小行星在向早期地球运送重要的益生元化合物方面发挥了作用,但小行星物质与新陈代谢之间相互作用的确切性质在很大程度上仍未被量化。从小行星样本返回任务中获得的原始物质为评估小行星化学成分支持生命起源和持续存在的潜力提供了前所未有的机会。在这里,我们使用代谢网络扩展来计算测试对比生化网络的可行性,包括一组代表原始代谢的醋酸菌和产甲烷菌,在三颗小行星(Itokawa, Ryugu, Bennu)和两颗陨石(Murchison, Murray)的已知化学上。Murchison和Bennu的化学性质似乎支持产丙酮和产甲烷代谢的潜在生存能力。相比之下,Murray, Ryugu和Itokawa样品缺乏关键底物,特别是ATP生产所需的腺嘌呤和d -核糖,这表明碳质体的组成能力不同,以支持产丙酮和产甲烷代谢。这突出了富含碳、氮和磷酸盐的小行星(如本奴)与天体生物学的相关性,并暗示了它们的母体过去或现在的可居住性。
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引用次数: 0
Chirally locked and dynamic bis-perylene diimide macrocycles with multiple sources of chirality. 具有多手性源的手性锁定和动态双苝二亚胺大环。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-23 DOI: 10.1038/s42004-026-01904-z
Denis Hartmann, Samuel E Penty, Robert Pal, Timothy A Barendt

Chiral organic materials show great promise in optoelectronics, sensing and catalysis. Among those, macrocycles are of great interest due to their preorganisation and potential amplification of chiroptical properties. Understanding the effects of different sources of chirality on the resulting chiroptical properties of these molecules is key to unlocking tailored chiral materials. To this end, we have synthesised a family of bis-perylene diimide-based macrocycles containing multiple sources of chirality, specifically point chirality in the linker, helical chirality in the perylene diimide and supramolecular chirality in the macrocyclic dimer. We found a dominant effect from the helical chirality of the perylene diimide on the chiroptical properties, including the induction of chirality in an achiral guest molecule, which opens up new possibilities for hybrid chiroptical materials.

手性有机材料在光电子、传感和催化等领域具有广阔的应用前景。其中,由于其预组织和潜在的热带特性放大,大旋回引起了人们的极大兴趣。了解不同的手性来源对这些分子的手性特性的影响是解锁定制手性材料的关键。为此,我们合成了一系列基于双苝二酰亚胺的大环,其中包含多种手性来源,特别是连接剂中的点手性,苝二酰亚胺中的螺旋手性和大环二聚体中的超分子手性。我们发现了苝二亚胺的螺旋手性对手性的主要影响,包括在非手性客体分子中诱导手性,这为杂化手性材料开辟了新的可能性。
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引用次数: 0
Physics-informed deep learning enables fast ultrahigh-resolution nuclear magnetic resonance spectroscopy. 物理信息深度学习实现快速超高分辨率核磁共振波谱。
IF 6.2 2区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY Pub Date : 2026-01-23 DOI: 10.1038/s42004-026-01912-z
Jianfeng Bao, Yang Ni, Liangliang Hu, Haolin Zhan

Pure shift NMR spectroscopy has found extensive applications in exploring the structure, function, and interactions of molecules in an ultrahigh-resolution manner. However, time-consuming data acquisition resulting from additional time dimension for pure shift evolution impedes its further applications. In this study, a general and robust AI-assisted NMR methodology combining non-uniform chunk sampling with physics-informed deep learning (DL) reconstruction is proposed for fast implementation of pure shift NMR spectroscopy. The proposed DL protocol enables the suppression on sparsely sampling artifacts, faithful recovery of weak signals, as well as high-fidelity reconstruction on peak intensities, thus implementing accelerated pure shift NMR while maintaining spectral quality. The well-trained model shows broad applicability across one-dimensional, two-dimensional, even multi-dimensional pure shift NMR. In addition, ablation experiments are further performed to provide mechanistic insights into deep learning reconstruction on sparse sampled pure shift NMR spectra. Moreover, its application potentials have been further demonstrated through in-situ monitoring of 1-butanol electrooxidation on Pt/C and PtRu/C catalysts. As a result, this study establishes a robust AI-assisted NMR framework for disentangling molecular structure and dynamics information for complex sample systems with high temporal and spectral resolution, and could find wide applications across multiple chemistry disciplines.

纯位移核磁共振波谱在探索分子的结构、功能和相互作用方面有着广泛的应用。然而,由于纯位移演化的额外时间维度导致数据采集耗时,阻碍了其进一步应用。在这项研究中,提出了一种通用的、鲁棒的人工智能辅助核磁共振方法,将非均匀块采样与物理信息深度学习(DL)重建相结合,用于快速实现纯移核磁共振波谱。提出的DL协议能够抑制稀疏采样伪影,忠实地恢复弱信号,以及高保真地重建峰值强度,从而在保持光谱质量的同时实现加速的纯移核磁共振。训练有素的模型显示出广泛的适用性,跨越一维,二维,甚至多维纯位移核磁共振。此外,还进行了烧蚀实验,为稀疏采样的纯移核磁共振谱的深度学习重建提供了机制见解。此外,通过Pt/C和PtRu/C催化剂上1-丁醇电氧化的现场监测,进一步证明了其应用潜力。因此,本研究建立了一个强大的人工智能辅助核磁共振框架,用于解开复杂样品系统的分子结构和动力学信息,具有高时间和光谱分辨率,并且可以在多个化学学科中找到广泛的应用。
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引用次数: 0
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Communications Chemistry
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