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A Self‐powered Tennis Training System Based on Micro‐Nano Structured Sensing Yarn Arrays 基于微纳结构传感纱线阵列的自供电网球训练系统
IF 19 Q1 POLYMER SCIENCE Pub Date : 2024-11-09 DOI: 10.1002/adfm.202414395
Qian Chen, Duo Xu, Yan Yan, Zhan Qu, Haoyue Zhao, Xinyu Li, Yuying Cao, Chenhong Lang, Wasim Akram, Zhe Sun, Li Niu, Jian Fang
Wearable sensing devices can reliably track players' mobility, revolutionizing sports training. However, current sensing electronics face challenges due to their complex structures, battery dependence, and unreliable sensing signals. Here, a tennis training system is demonstrated using machine learning based on elastic self‐powered sensing yarns. By employing a simple and effective strategy, piezoelectric nanofibers and triboelectric materials are integrated into a single yarn, enabling the simultaneous translation of both triboelectric and piezoelectric signals. Additionally, these yarns exhibit outstanding processability, allowing them to be machine‐knitted into self‐powered sensing fabrics. Due to their great sensitivity, these sensing yarns and fabrics may detect human movement with great precision. Machine learning algorithms can classify and interpret these signals to recognize various human motions. The developed tennis training system aims to maximize its benefits and provide comprehensive training for both players and coaches. This work enhances the applicability of self‐powered sensing systems in smart sports monitoring and training, advancing the field of intelligent sports training.
可穿戴传感设备能够可靠地跟踪运动员的移动情况,为体育训练带来了革命性的变化。然而,目前的传感电子设备因结构复杂、依赖电池和传感信号不可靠而面临挑战。在此,我们展示了一种基于弹性自供电传感纱线的机器学习网球训练系统。通过采用简单有效的策略,压电纳米纤维和三电材料被集成到一根纱线中,从而实现了三电信号和压电信号的同步转换。此外,这些纱线还具有出色的可加工性,可以用机器编织成自供电传感织物。由于具有极高的灵敏度,这些传感纱线和织物可以非常精确地探测到人体运动。机器学习算法可以对这些信号进行分类和解释,从而识别各种人体运动。所开发的网球训练系统旨在最大限度地发挥其优势,为运动员和教练员提供全面的训练。这项工作提高了自供电传感系统在智能运动监测和训练中的适用性,推动了智能运动训练领域的发展。
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引用次数: 0
Constructing a Functional Fast‐Ion Conductor Interface for Vertically Aligned Titanium Boride Nanosheets to Achieve Superior Sodium‐Ion Storage Performances 为垂直排列的硼化钛纳米片构建功能性快离子导体界面,实现卓越的钠离子存储性能
IF 19 Q1 POLYMER SCIENCE Pub Date : 2024-11-09 DOI: 10.1002/adfm.202417457
Wenqing Wang, Qian Liu, Zhe Cui, Jinqi Zhu, Mengluan Gao, Lingjian Zhang, Fuming Weng, Rujia Zou
Designing excellent anode materials to enhance the sluggish interfacial kinetics of Na+ is a key challenge in improving the electrochemical performance of sodium‐ion batteries (SIBs). Herein, an ultra‐thin fast‐ionic conductor NaB5C coating TiB2 nanoflowers with vertically aligned nanosheet arrays to form yolk–shell TiB2@NaB5C (TBNBC) nanospheres as an anode material for SIBs. The unique structure creates direct and short ion/electron transfer pathways and reserves enough space to prevent the uneven electrochemical reactions from TiB2 nanosheets aggregation and stacking, thus ensuring the long‐term cycling stability of SIBs. Additionally, the NaB5C coating with fast‐ionic conductor functional interphase provides rapid Na+ transport channels and effectively reduces the Na+ de‐solvation barrier, accelerating Na+ reaction kinetics. Furthermore, a homogeneous and robust solid electrolyte interphase (SEI) film including inorganic boron species and fluorine‐rich inner layer is constructed on the TBNBC electrode to delocalize stress and induce a uniform Na+ flux, further promoting fast Na+ interphase reaction kinetics. Consequently, the optimized composites achieve ultrastable cycling performances of 173 mAh g−1 over 5000 cycles at 10 A g−1. More importantly, they also exhibit an outstanding capacity of 182.2 mAh g−1 at −20 °C. This work offers opportunities for the energy storage use of transition metal borides under extreme conditions.
设计优良的负极材料以增强 Na+ 缓慢的界面动力学是提高钠离子电池 (SIB) 电化学性能的关键挑战。在此,一种超薄快速离子导体 NaB5C 镀膜 TiB2 纳米花与垂直排列的纳米片阵列形成蛋黄壳 TiB2@NaB5C (TBNBC)纳米球,作为 SIB 的负极材料。这种独特的结构创造了直接而短的离子/电子转移途径,并预留了足够的空间以防止 TiB2 纳米片聚集和堆叠产生不均匀的电化学反应,从而确保了 SIB 的长期循环稳定性。此外,NaB5C 涂层与快速离子导体功能相间提供了快速的 Na+ 传输通道,有效降低了 Na+ 脱溶障碍,加速了 Na+ 反应动力学。此外,还在 TBNBC 电极上构建了一层均匀、坚固的固体电解质间相(SEI)薄膜,其中包括无机硼物种和富氟内层,以分散应力并诱导均匀的 Na+ 通量,进一步促进 Na+ 间相反应的快速动力学。因此,经过优化的复合材料在 10 A g-1 条件下循环 5000 次后,可达到 173 mAh g-1 的超稳定循环性能。更重要的是,它们在-20 °C时还表现出了182.2 mAh g-1的出色容量。这项工作为过渡金属硼化物在极端条件下的储能应用提供了机会。
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引用次数: 0
Biomimetic Dual‐Driven Heterojunction Nanomotors for Targeted Catalytic Immunotherapy of Glioblastoma 用于胶质母细胞瘤靶向催化免疫疗法的仿生双驱动异质结纳米马达
IF 19 Q1 POLYMER SCIENCE Pub Date : 2024-11-09 DOI: 10.1002/adfm.202416265
Jiamin Ye, Yueyue Fan, Yong Kang, Mengbin Ding, Gaoli Niu, Jinmei Yang, Ruiyan Li, Xiaoli Wu, Peng Liu, Xiaoyuan Ji
The existence of the blood–brain barrier (BBB) and the characteristics of the immunosuppressive microenvironment in glioblastoma (GBM) present significant challenges for targeted GBM therapy. To address this, a biomimetic hybrid cell membrane‐modified dual‐driven heterojunction nanomotor (HM@MnO2‐AuNR‐SiO2) is proposed for targeted GBM treatment. These nanomotors are designed to bypass the BBB and target glioma regions by mimicking the surface characteristics of GBM and macrophage membranes. More importantly, the MnO2‐AuNR‐SiO2 heterojunction structure enables dual‐driven propulsion through near‐infrared‐II (NIR‐II) light and oxygen bubbles, allowing effective treatment at deep tumor sites. Meanwhile, the plasmonic AuNR‐MnO2 heterostructure facilitates the separation of electron–hole pairs and generates reactive oxygen species (ROS), inducing immunogenic tumor cell death under NIR‐II laser irradiation. Furthermore, MnO2 in the tumor microenvironment reacts to release Mn2+ ions, activating the cGAS‐STING pathway and enhancing antitumor immunity. In vitro and in vivo experiments demonstrate that these dual‐driven biomimetic nanomotors achieve active targeting and deep tumor infiltration, promoting M1 macrophage polarization, dendritic cell maturation, and effector T‐cell activation, thereby enhancing GBM catalysis and immunotherapy through ROS production and STING pathway activation.
胶质母细胞瘤(GBM)中血脑屏障(BBB)的存在和免疫抑制微环境的特点为GBM的靶向治疗带来了重大挑战。为解决这一问题,我们提出了一种用于 GBM 靶向治疗的仿生混合细胞膜修饰双驱动异质结纳米马达(HM@MnO2-AuNR-SiO2)。这些纳米马达通过模仿 GBM 和巨噬细胞膜的表面特征,可绕过 BBB 并靶向胶质瘤区域。更重要的是,MnO2-AuNR-SiO2 异质结结构可通过近红外-II(NIR-II)光和氧气泡实现双驱动推进,从而有效治疗深部肿瘤部位。同时,等离子体 AuNR-MnO2 异质结结构可促进电子-空穴对的分离,并产生活性氧(ROS),在近红外-II 激光照射下诱导免疫性肿瘤细胞死亡。此外,肿瘤微环境中的二氧化锰会发生反应,释放出 Mn2+ 离子,激活 cGAS-STING 通路,增强抗肿瘤免疫力。体外和体内实验证明,这些双驱动生物仿生纳米马达可实现主动靶向和肿瘤深层浸润,促进 M1 巨噬细胞极化、树突状细胞成熟和效应 T 细胞活化,从而通过产生 ROS 和激活 STING 通路增强 GBM 催化和免疫治疗。
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引用次数: 0
Ultra‐Sensitive, Self‐powered, CMOS‐Compatible Near‐Infrared Photodetectors for Wide‐Ranging Applications 用于大范围应用的超灵敏、自供电、CMOS 兼容型近红外光电探测器
IF 19 Q1 POLYMER SCIENCE Pub Date : 2024-11-09 DOI: 10.1002/adfm.202416979
Nuno E. Silva, Ampattu R. Jayakrishnan, Adrian Kaim, Katarzyna Gwozdz, Leonardo Domingues, J. S. Kim, Marian C. Istrate, Corneliu Ghica, Mario Pereira, Luís Marques, M. J. M. Gomes, Robert L. Z. Hoye, Judith L. MacManus‐Driscoll, José P. B. Silva
Self‐powered near‐infrared (NIR) photodetectors are essential for surveillance systems, sensing in IoT electronics, facial recognition, health monitoring, optical communication networks, night vision, and biomedical imaging. However, silicon commercial detectors need external power to operate and cooling to suppress large dark currents. This work demonstrates a new class of CMOS‐compatible self‐powered NIR photodetector based on ferroelectric 5‐nm thick ZrO2 films which do not require cooling and therefore have two key advantages over Si, and at the same time have comparable performance metrics. At room‐temperature, under 940 nm wavelength illumination (1.4 mW cm−2 power density, 10 Hz repetition rate), and without any power applied, fast rise and fall times of ≈2 and 4 µs, respectively, are achieved in Al/Si/SiOx/ZrO2/ITO devices, along with responsivity, detectivity and sensitivity values of up to ≈3.4 A W−1, 1.2 × 1010 Jones and 4.2 × 103, respectively, far exceeding all other emerging self‐powered systems. Furthermore, dual‐band NIR detection is shown for different NIR wavelengths, proof‐of‐concept feasibility being demonstrated for the smart identification of NIR targets. Therefore, it is demonstrated, for the first time, that coupling together the pyroelectric effect, the photovoltaic effect, and the ferroelectric effect is a novel method to significantly enhance the performance of CMOS‐compatible ZrO2‐based self‐powered photodetectors in the NIR region.
自供电的近红外(NIR)光电探测器对于监控系统、物联网电子设备中的传感、面部识别、健康监测、光通信网络、夜视和生物医学成像都至关重要。然而,硅商用探测器需要外接电源才能工作,并需要冷却以抑制大暗电流。这项工作展示了一种基于 5 纳米厚 ZrO2 铁电薄膜的新型 CMOS 兼容型自供电近红外光电探测器,该探测器无需冷却,因此与硅相比具有两大优势,同时性能指标相当。在室温条件下,在 940 nm 波长照明(1.4 mW cm-2 功率密度,10 Hz 重复频率)和不使用任何电源的情况下,Al/Si/SiOx/ZrO2/ITO 器件的快速上升和下降时间分别为 ≈2 和 4 µs,响应度、检测度和灵敏度值高达 ≈3.4 A W-1、1.2 × 1010 Jones 和 4.2 × 103,远远超过其他所有新兴的自供电系统。此外,还显示了对不同近红外波长的双波段近红外探测,证明了智能识别近红外目标的概念可行性。因此,该研究首次证明,将热释电效应、光电效应和铁电效应耦合在一起是一种新方法,可显著提高基于氧化锆的 CMOS 兼容型自供电光电探测器在近红外区域的性能。
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引用次数: 0
AI-READI: rethinking AI data collection, preparation and sharing in diabetes research and beyond AI-READI:重新思考糖尿病研究及其他领域的人工智能数据收集、准备和共享问题
IF 20.8 Q1 POLYMER SCIENCE Pub Date : 2024-11-08 DOI: 10.1038/s42255-024-01165-x
Here, we introduce Artificial Intelligence Ready and Equitable Atlas for Diabetes Insights (AI-READI), a multidisciplinary data-generation project designed to create and share a multimodal dataset optimized for artificial intelligence research in type 2 diabetes mellitus.
在此,我们介绍人工智能糖尿病洞察力公平图集(AI-READI),这是一个多学科数据生成项目,旨在创建和共享一个多模态数据集,该数据集经过优化,可用于 2 型糖尿病的人工智能研究。
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引用次数: 0
Reusability report: exploring the utility of variational graph encoders for predicting molecular toxicity in drug design 可重用性报告:探索变异图编码器在药物设计中预测分子毒性的实用性
IF 23.8 Q1 POLYMER SCIENCE Pub Date : 2024-11-08 DOI: 10.1038/s42256-024-00923-6
Ruijiang Li, Jiang Lu, Ziyi Liu, Duoyun Yi, Mengxuan Wan, Yixin Zhang, Peng Zan, Song He, Xiaochen Bo

Variational graph encoders effectively combine graph convolutional networks with variational autoencoders, and have been widely employed for biomedical graph-structured data. Lam and colleagues developed a framework based on the variational graph encoder, NYAN, to facilitate the prediction of molecular properties in computer-assisted drug design. In NYAN, the low-dimensional latent variables derived from the variational graph autoencoder are leveraged as a universal molecular representation, yielding remarkable performance and versatility throughout the drug discovery process. In this study we assess the reusability of NYAN and investigate its applicability within the context of specific chemical toxicity prediction. The prediction accuracy—based on NYAN latent representations and other popular molecular feature representations—is benchmarked across a broad spectrum of toxicity datasets, and the adaptation of NYAN latent representation to other surrogate models is also explored. NYAN, equipped with common surrogate models, shows competitive or better performance in toxicity prediction compared with other state-of-the-art molecular property prediction methods. We also devise a multi-task learning strategy with feature enhancement and consensus inference by leveraging the low dimensionality and feature diversity of NYAN latent space, further boosting the multi-endpoint acute toxicity estimation. The analysis delves into the adaptability of the generic graph variational model, showcasing its aptitude for tailored tasks within the realm of drug discovery.

变异图编码器有效地结合了图卷积网络和变异自编码器,已被广泛用于生物医学图结构数据。Lam 及其同事开发了一个基于变异图编码器的框架 NYAN,以促进计算机辅助药物设计中的分子特性预测。在 NYAN 中,从变异图自动编码器中得到的低维潜在变量被用作通用的分子表示,在整个药物发现过程中产生了显著的性能和多功能性。在本研究中,我们评估了 NYAN 的可重用性,并研究了其在特定化学毒性预测中的适用性。基于 NYAN 潜在表征和其他常用分子特征表征的预测准确性在广泛的毒性数据集中进行了基准测试,同时还探讨了 NYAN 潜在表征对其他代用模型的适应性。与其他最先进的分子特性预测方法相比,配备了常用代用模型的 NYAN 在毒性预测方面具有竞争力或更好的性能。我们还利用 NYAN 潜在空间的低维度和特征多样性,设计了一种具有特征增强和共识推断功能的多任务学习策略,进一步提高了多端点急性毒性预测的能力。分析深入探讨了通用图变分法模型的适应性,展示了它在药物发现领域中执行定制任务的能力。
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引用次数: 0
Progress and Perspective of High‐Entropy Strategy Applied in Layered Transition Metal Oxide Cathode Materials for High‐Energy and Long Cycle Life Sodium‐Ion Batteries 层状过渡金属氧化物负极材料中的高熵策略在高能量、长循环寿命钠离子电池中的应用进展与展望
IF 19 Q1 POLYMER SCIENCE Pub Date : 2024-11-07 DOI: 10.1002/adfm.202417258
Lei Wang, Leilei Wang, Haichao Wang, Hanghang Dong, Weiwei Sun, Li‐Ping Lv, Chao Yang, Yao Xiao, Feixiang Wu, Yong Wang, Shulei Chou, Bing Sun, Guoxiu Wang, Shuangqiang Chen
Layered transition metal oxide (LTMO) cathode materials of sodium‐ion batteries (SIBs) have shown great potential in large‐scale energy storage applications owing to their distinctive periodic layered structure and 2D ion diffusion channels. However, several challenges have hindered their widespread application, including phase transition complexities, interface instability, and susceptibility to air exposure. Fortunately, an impactful solution has emerged in the form of a high‐entropy doping strategy employed in energy storage research. Through the implementation of high‐entropy doping, LTMOs can overcome the aforementioned limitations, thereby elevating LTMO materials to a highly competitive and attractive option for next‐generation cathodes of SIBs. Thus, a comprehensive overview of the origins, definition, and characteristics of high‐entropy doping is provided. Additionally, the challenges associated with LTMOs in SIBs are explored, and discussed various modification methods to address these challenges. This review places significant emphasis on conducting a thorough analysis of the research advancements about high‐entropy LTMOs utilized in SIBs. Furthermore, a meticulous assessment of the future development trajectory is undertaken, heralding valuable research insights for the design and synthesis of advanced energy storage materials.
钠离子电池(SIB)的层状过渡金属氧化物(LTMO)阴极材料因其独特的周期性层状结构和二维离子扩散通道而在大规模储能应用中显示出巨大的潜力。然而,一些挑战阻碍了它们的广泛应用,包括相变复杂性、界面不稳定性和易受空气暴露影响。幸运的是,一种有影响力的解决方案已经出现,那就是在储能研究中采用高熵掺杂策略。通过实施高熵掺杂,LTMO 可以克服上述限制,从而将 LTMO 材料提升为极具竞争力和吸引力的下一代 SIB 阴极选择。因此,本文全面概述了高熵掺杂的起源、定义和特点。此外,还探讨了在 SIB 中使用 LTMOs 所面临的挑战,并讨论了应对这些挑战的各种改性方法。本综述的重点是对 SIB 中使用的高熵 LTMO 的研究进展进行全面分析。此外,还对未来的发展轨迹进行了细致的评估,为设计和合成先进的储能材料提供了宝贵的研究启示。
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引用次数: 0
miR-21-Trigged Precise Photodynamic Therapy Through a “Locking-Unlocking-Boosting” ROS Production Strategy 通过 "锁定-解锁-增强 "ROS 生成策略,miR-21 引导精确光动力疗法
IF 19 Q1 POLYMER SCIENCE Pub Date : 2024-11-06 DOI: 10.1002/adfm.202418016
Mengting Zhu, Tao Liang, Yupei Zhao, Zhen Li
Photodynamic therapy (PDT) stands out as a highly promising modality for tumor treatment, yet previous works have primarily centered around either boosting the production of reactive oxygen species (ROS) in tumor tissues or restricting it in normal tissues. The current challenge lies in the urgent need to achieve precise modulation of ROS production by simultaneously controlling both aspects. To achieve this goal, a precise PDT platform through a “locking-unlocking-boosting” ROS production strategy is presented, in which the generation of ROS is modulated by bidirectionally regulating the upconversion luminescence (UCL) of lanthanide-doped nanoparticles (LnNPs), thus ROS production is “locked” in normal tissues but “boosted” in tumor tissues. In detail, by introducing an energy acceptor BHQ3, the UCL is initially quenched to prevent Chlorin e6 (Ce6) from generating ROS. However, under the tumor microenvironment with overexpressed miR-21, LnNPs are sequestered from BHQ3 to “unlock” ROS generation and then assembled with QDs@B2, which functions as an antenna to sensitize LnNPs luminescence, to further “boost” ROS generation. With the assistance of spherical nucleic acids, this therapeutic agent effectively traverses the blood-brain barrier (BBB), enabling efficient PDT for glioblastoma.
光动力疗法(PDT)是一种极具前景的肿瘤治疗方法,但以往的研究主要集中在促进肿瘤组织中活性氧(ROS)的产生或限制正常组织中活性氧的产生。目前的挑战在于迫切需要通过同时控制这两个方面来实现对 ROS 生成的精确调节。为实现这一目标,本文提出了一种通过 "锁定-解锁-增强 "ROS产生策略的精确光导治疗平台,即通过双向调节掺镧纳米粒子(LnNPs)的上转换发光(UCL)来调控ROS的产生,从而在正常组织中 "锁定 "ROS的产生,而在肿瘤组织中 "增强 "ROS的产生。具体来说,通过引入能量接受体 BHQ3,UCL 最初会被淬灭,以防止 Chlorin e6(Ce6)产生 ROS。然而,在miR-21过度表达的肿瘤微环境下,LnNPs被BHQ3螯合以 "释放 "ROS的产生,然后与作为天线的QDs@B2组装在一起,使LnNPs发光,从而进一步 "促进 "ROS的产生。在球形核酸的辅助下,这种治疗剂可有效穿越血脑屏障(BBB),从而实现对胶质母细胞瘤的高效局部光疗。
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引用次数: 0
Poly(bis(1-methylpiperazin-1-ium-amide) Nanofilm Composite Membrane with Nanochannel‑Enabled Microporous Structure and Enhanced Steric Hindrance for Magnesium/Lithium Separation 具有纳米通道微孔结构和增强立体阻碍作用的双(1-甲基哌嗪-1-鎓-酰胺)聚纳米薄膜复合膜用于镁/锂分离
IF 19 Q1 POLYMER SCIENCE Pub Date : 2024-11-06 DOI: 10.1002/adfm.202412463
Faizal Soyekwo, Changkun Liu, Xin Mao, Xinyu Shi
Efficient lithium/magnesium (Li+/Mg2+) separation attainment is fundamental to the extraction of lithium from brine by nanofiltration membrane separation process, which is essential for resource recovery and a circular water economy. However, for poly(piperazine-amide) nanofilm composite membranes, the higher electronegativity affects the Mg2+ rejection and consequently Li+/Mg2+ separation performance. Manipulating the positive charge density and pore size regulation of the nanofiltration membranes are determinative of the Li+/Mg2+ separation performance improvement. Here, a new monomer 1,1′-(hexane-1,6-diyl)bis(1-methylpiperazin-1-ium) bromide containing bis-quaternary ammonium cations is employed as a molecular building block to fabricate polyamide nanofilms via interfacial polymerization. The dual quaternary ammoniums and the rod-shaped conformation of the monomer confer enhanced electropositivity, steric hindrance, loosely packed microporous network structure (pore diameter∼0.8–1.35 nm), and high free volume. The resultant membrane exhibits high water permeance of 28.34 L m−2 h−1 bar−1 with good Li+/Mg2+ selectivity of up to 76.9. In addition, the membrane also exhibits chlorine stability performance owing to the lack of the chlorine sensitive −NH groups in the formed tertiary amide structures. Computational insights on the structural properties, nanofilm formation, and transmembrane water and ion transport behaviors are provided. This study offers insightful theoretical and technological concepts to design and construct membrane materials for energy-efficient separations.
高效的锂/镁(Li+/Mg2+)分离是利用纳滤膜分离工艺从盐水中提取锂的基础,这对于资源回收和循环水经济至关重要。然而,对于聚(哌嗪-酰胺)纳米膜复合膜而言,较高的电负性会影响 Mg2+ 的排斥,进而影响 Li+/Mg2+ 的分离性能。调节纳滤膜的正电荷密度和孔径大小是提高 Li+/Mg2+ 分离性能的决定性因素。在这里,一种含有双季铵阳离子的新型单体 1,1′-(己烷-1,6-二基)双(1-甲基哌嗪-1-鎓)溴化物被用作分子构件,通过界面聚合制造聚酰胺纳米膜。单体的双季铵和杆状构象增强了电正性、立体阻碍、松散的微孔网络结构(孔径∼0.8-1.35 nm)和高自由体积。结果膜的透水率高达 28.34 L m-2 h-1 bar-1,对 Li+/Mg2+ 的选择性高达 76.9。此外,由于形成的三级酰胺结构中缺乏对氯敏感的 -NH 基团,该膜还具有氯稳定性能。本研究提供了有关结构特性、纳米膜形成、跨膜水和离子传输行为的计算见解。这项研究为设计和构建高能效分离膜材料提供了深刻的理论和技术概念。
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引用次数: 0
Highly Parallel and High-Throughput Nanoliter-Scale Liquid, Cell, and Spheroid Manipulation on Droplet Microarray 在液滴微阵列上实现高并行、高通量纳升级液体、细胞和球状物操作
IF 19 Q1 POLYMER SCIENCE Pub Date : 2024-11-06 DOI: 10.1002/adfm.202410355
Joaquin E. Urrutia Gómez, Meijun Zhou, Nikolaj K. Mandsberg, Julian A. Serna, Julius von Padberg, Sida Liu, Markus Reischl, Pavel A. Levkin, Anna A. Popova
The droplet microarray (DMA) platform is a powerful tool for high-throughput biological and chemical applications, enabling miniaturization and parallelization of experimental processes. Capable of holding hundreds of nanoliter droplets, it facilitates the screening and analysis of samples, such as cells, bacteria, embryos, and spheroids. Handling thousands of small volumes in parallel presents significant challenges. In this study, we utilize the open format of the DMA for controlled, parallel high-throughput liquid manipulations using the sandwich technique. We demonstrate high-throughput medium replacement at nanoliter-scale, maintaining high cell viability on DMA for up to 7 days; for HeLa-CLL2 cells (adherent) and SU-DHL4 cells (suspension), and up to 14 days for HEK293 spheroids. Additionally, we achieve highly parallel aliquot uptake from nanoliter droplets, enabling non-destructive cell viability assessments. Furthermore, the presented method enables the parallel transfer of cell spheroids between different DMAs, allowing transfer and pooling of spheroids in seconds without damage. These advances significantly enhance the capabilities of the DMA platform, enabling long-term cell culture in nanoliter droplets and parallel sampling for high-throughput cell or spheroid manipulation. This broadens the scope of DMA's potential applications in fields such as cell-based high-throughput screening, formation of complex 3D cell models for drug screening, and microtissue engineering.
液滴微阵列(DMA)平台是高通量生物和化学应用的强大工具,可实现实验过程的微型化和并行化。它能够容纳数百纳升液滴,便于筛选和分析细胞、细菌、胚胎和球体等样品。同时处理数千个小液滴是一项重大挑战。在这项研究中,我们利用 DMA 的开放格式,采用三明治技术进行受控并行高通量液体操作。我们展示了纳升级的高通量培养基置换,在 DMA 上维持了长达 7 天的高细胞存活率;对于 HeLa-CLL2 细胞(粘附)和 SU-DHL4 细胞(悬浮),以及 HEK293 球形细胞,维持了长达 14 天的高细胞存活率。此外,我们还实现了纳升液滴的高度平行等分吸收,从而能够进行非破坏性的细胞活力评估。此外,所介绍的方法还能在不同的 DMA 之间并行转移细胞球,从而在几秒钟内转移和汇集球体而不会造成损坏。这些进步极大地增强了 DMA 平台的能力,实现了在纳升液滴中长期培养细胞,并可平行取样进行高通量细胞或球体操作。这拓宽了 DMA 在基于细胞的高通量筛选、用于药物筛选的复杂三维细胞模型的形成以及微组织工程等领域的潜在应用范围。
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引用次数: 0
期刊
ACS Macro Letters
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