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Controllable Histotomy Based on Hierarchical Magnetic Microneedle Array Robots 基于分层磁性微针阵列机器人的可控组织切除术
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-01 DOI: 10.1016/j.eng.2024.05.004
Xiaoxuan Zhang , Hanxu Chen , Taiyu Song , Jinglin Wang , Yuanjin Zhao
Investigation of patient-derived primary tissues is of great importance in the biomedical field, but recent tissue slicing and cultivation techniques still have difficulties in satisfying clinical requirements. Here, we propose a controllable histotomy strategy that utilizes hierarchical magnetic microneedle array robots to tailor primary tissues and establish the desired high-throughput tissue-on-a-chip. This histotomy is performed using a three-dimensional printed, mortise-tenon-structured slicing device coupled with a magnetic-particle-loaded and pagoda-shaped microneedle array scaffold. Due to the multilayered structure of these microneedles, tissue specimens can be fixed onto the microneedle scaffold via mechanical interlocking, thereby effectively avoiding tissue slipping during the slicing process. Owing to the encapsulation of magnetic microneedle fragments, these tissue pieces can act as magnetically responsive biohybrid microrobots and can be easily manipulated by magnetic fields, facilitating their separation, transportation, and dynamic culture. Using this strategy, we demonstrate that primary pancreatic cancer tissues can be tailored into tiny pieces and cultured in multilayered microfluidic chips for efficient high-throughput drug screening, indicating the promising future of this technique’s application in clinical settings.
研究源自患者的原始组织在生物医学领域具有重要意义,但最新的组织切片和培养技术仍难以满足临床需求。在这里,我们提出了一种可控的组织切片策略,利用分层磁性微针阵列机器人来定制原始组织,并建立所需的高通量片上组织。这种组织切除术是利用三维打印的榫卯结构切片装置和装载磁粉的宝塔形微针阵列支架来完成的。由于这些微针具有多层结构,组织样本可以通过机械联锁固定在微针支架上,从而有效避免组织在切片过程中滑动。由于磁性微针片段的封装,这些组织片段可以作为磁响应生物杂交微机器人,在磁场的作用下很容易操作,便于组织的分离、运输和动态培养。利用这种策略,我们证明了原发性胰腺癌组织可以被定制成小块,并在多层微流控芯片中进行培养,从而实现高效的高通量药物筛选,这表明这种技术在临床中的应用前景广阔。
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引用次数: 0
Enhancing the Efficiency of Enterprise Shutdowns for Environmental Protection: An Agent-Based Modeling Approach with High Spatial–Temporal Resolution Data 提高企业停产环境保护的效率:基于高时空分辨率数据的代理建模方法
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-01 DOI: 10.1016/j.eng.2024.02.006
Qi Zhou , Shen Qu , Miaomiao Liu , Jianxun Yang , Jia Zhou , Yunlei She , Zhouyi Liu , Jun Bi
Top-down environmental policies aim to mitigate environmental risks but inevitably lead to economic losses due to the market entry or exit of enterprises. This study developed a universal dynamic agent-based supply chain model to achieve tradeoffs between environmental risk reduction and economic sustainability. The model was used to conduct high-resolution daily simulations of the dynamic shifts in enterprise operations and their cascading effects on supply chain networks. It includes production, consumption, and transportation agents, attributing economic features to supply chain components and capturing their interactions. It also accounts for adaptive responses to daily external shocks and replicates realistic firm behaviors. By coupling high spatial–temporal resolution firm-level data from 18 916 chemical enterprises, this study investigates the economic and environmental impacts of an environmental policy resulting in the closure of 1800 chemical enterprises over three years. The results revealed a significant economic loss of 25.8 billion USD, ranging from 23.8 billion to 31.8 billion USD. Notably, over 80% of this loss was attributed to supply chain propagation. Counterfactual analyses indicated that implementing a staggered shutdown strategy prevented 18.8% of supply chain losses, highlighting the importance of a gradual policy implementation to prevent abrupt supply chain disruptions. Furthermore, the study highlights the effectiveness of a multi-objective policy design in reducing economic losses (about 29%) and environmental risks (about 40%), substantially enhancing the efficiency of the environmental policy. The high-resolution simulations provide valuable insights for policy designers to formulate strategies with staggered implementation and multiple objectives to mitigate supply chain losses and environmental risks and ensure a sustainable future.
自上而下的环境政策旨在降低环境风险,但不可避免地会因企业进入或退出市场而导致经济损失。本研究开发了一个基于动态代理的通用供应链模型,以实现降低环境风险与经济可持续性之间的权衡。该模型用于对企业运营的动态变化及其对供应链网络的连锁效应进行高分辨率的日常模拟。它包括生产、消费和运输代理,将经济特征归属于供应链的各个组成部分,并捕捉它们之间的相互作用。它还考虑了对日常外部冲击的适应性反应,并复制了现实中的企业行为。本研究结合 18 916 家化工企业的高时空分辨率企业级数据,调查了一项导致 1 800 家化工企业在三年内关闭的环境政策对经济和环境的影响。研究结果显示,经济损失高达 258 亿美元,从 238 亿美元到 318 亿美元不等。值得注意的是,80% 以上的损失归因于供应链传播。反事实分析表明,实施交错停产战略可避免 18.8% 的供应链损失,这凸显了逐步实施政策以防止供应链突然中断的重要性。此外,研究还强调了多目标政策设计在减少经济损失(约 29%)和环境风险(约 40%)方面的有效性,从而大大提高了环境政策的效率。高分辨率模拟为政策设计者提供了宝贵的见解,帮助他们制定交错实施和多目标的战略,以减少供应链损失和环境风险,确保未来的可持续发展。
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引用次数: 0
Analysis and Zonation of Freeze–Thaw Action in the Chinese Plateau Region Considering Spatiotemporal Climate Characteristics 考虑时空气候特征的中国高原地区冻融作用分析与区划
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-01 DOI: 10.1016/j.eng.2024.04.016
Tiejun Liu , Ming Zhang , Dujian Zou , Jiaping Liu , Jinping Ou
Concerns about the durability of transportation infrastructure due to freeze–thaw (F–T) cycles are particularly significant in the Chinese plateau region, where concrete aging and performance deterioration pose substantial challenges. The current national standards for the frost resistance design of concrete structures are based predominantly on the coldest monthly average temperature and do not adequately address the comprehensive effects of the spatiotemporal variance, amplitude, and frequency of F–T cycles. To address this issue, this study introduced a spatiotemporal distribution model to analyze the long-term impact of F–T action on concrete structures by employing statistical analysis and spatial interpolation techniques. Cluster analysis was applied to create a nationwide zonation of F–T action level from data on the freezing temperature, temperature difference, and the number of F–T cycles. Furthermore, this study explored the similarity between natural environmental conditions and laboratory-accelerated tests using hydraulic pressure and cumulative damage theories. A visualization platform that incorporates tools for meteorological data queries, environmental characteristic analyses, and F–T action similarity calculations was designed. This research lays theoretical groundwork and provides technical guidance for assessing service life and enhancing the quantitative durability design of concrete structures in the Chinese plateau region.
冻融循环对交通基础设施耐久性的影响在中国高原地区尤为显著,混凝土的老化和性能退化对该地区构成了巨大挑战。现行的混凝土结构抗冻设计国家标准主要基于最冷月平均温度,并没有充分考虑冻融循环的时空变化、振幅和频率的综合影响。针对这一问题,本研究引入了时空分布模型,通过统计分析和空间插值技术分析 F-T 作用对混凝土结构的长期影响。应用聚类分析法,根据冻结温度、温差和 F-T 周期次数等数据,建立了全国范围内的 F-T 作用水平分区。此外,这项研究还利用水压和累积损伤理论,探讨了自然环境条件与实验室加速试验之间的相似性。研究设计了一个可视化平台,其中包含气象数据查询、环境特征分析和 F-T 作用相似性计算工具。这项研究为评估中国高原地区混凝土结构的使用寿命和加强其定量耐久性设计奠定了理论基础,提供了技术指导。
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引用次数: 0
An Integrated Anti-Fouling and Anti-Corrosion Coating Enabled by rGO/AgNPs and Amphiphilic Networks 由 rGO/AgNPs 和两性网络实现的防污和防腐蚀一体化涂层
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-01 DOI: 10.1016/j.eng.2022.09.019
Shu Tian , Jinli Zhang , Shuan Liu , Jingyu Li , Jibin Pu , Yugang Hao , Guobing Ying , Qunji Xue , Guangming Lu
Marine corrosion and biofouling are challenges that affect marine industrial equipment, and protecting equipment with functional coatings is a simple and effective approach. However, it is extremely difficult to combine anti-corrosion and anti-fouling properties in a single coating. In this work, we combine reduced graphene oxide (rGO)/silver nanoparticles (AgNPs) with a hydrophilic polymer in a bio-based silicone–epoxy resin to create a coating with both anti-fouling and anti-corrosion properties. The excellent anti-fouling performance of the coating results from a ternary synergistic mechanism involving fouling release, contact inhibition, and a hydration effect, while the outstanding anti-corrosion performance is provided by a ternary synergistic anti-corrosion mechanism that includes a dense interpenetrating network (IPN) structure, a barrier effect, and passivation. The results show that the obtained coating possesses superior anti-fouling activity against protein, bacteria, algae, and other marine organisms, as well as excellent anti-corrosion and certain self-healing properties due to its dynamic cross-linked network of rGO/AgNPs and the hydrophilic polymer. This work provides an anti-corrosion and anti-fouling integrated coating for marine industrial equipment.
海洋腐蚀和生物污垢是影响海洋工业设备的难题,使用功能涂料保护设备是一种简单有效的方法。然而,要在单一涂层中结合防腐和防污性能是极其困难的。在这项工作中,我们将还原型氧化石墨烯(rGO)/银纳米粒子(AgNPs)与生物基有机硅环氧树脂中的亲水性聚合物结合在一起,制成了一种兼具防污和防腐蚀性能的涂层。涂层优异的防污性能源于污垢释放、接触抑制和水合效应的三元协同机理,而出色的防腐蚀性能则源于致密互穿网络(IPN)结构、阻挡效应和钝化的三元协同防腐蚀机理。研究结果表明,由于 rGO/AgNPs 和亲水性聚合物的动态交联网络,所获得的涂层对蛋白质、细菌、藻类和其他海洋生物具有卓越的防污活性,同时还具有优异的防腐蚀和一定的自修复性能。这项研究为海洋工业设备提供了一种防腐防污一体化涂层。
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引用次数: 0
The Regeneration of Intestinal Stem Cells Is Driven by miR-29-Induced Metabolic Reprogramming 肠干细胞的再生是由 miR-29 诱导的代谢重编程驱动的
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-01 DOI: 10.1016/j.eng.2024.08.008
Yingying Lin , Yao Lu , Yuqi Wang , Cong Lv , Juan Chen , Yongting Luo , Heng Quan , Weiru Yu , Lining Chen , Ziyu Huang , Yanling Hao , Qingyu Wang , Qingfeng Luo , Jingyu Yan , Yixuan Li , Wei Zhang , Min Du , Jian He , Fazheng Ren , Huiyuan Guo
Intestinal stem cells (ISCs) initiate intestinal epithelial regeneration and tumorigenesis, and they experience rapid refilling upon various injuries for epithelial repair as well as tumor reoccurrence. It is crucial to reveal the mechanism underlying such plasticity for intestinal health. Recent studies have found that metabolic pathways control stem cell fate in homeostasis, but the role of metabolism in the regeneration of ISCs after damage has not been clarified. Here, we find that in a human colorectal cancer dataset, miR-29a and b (miR-29a/b) are metabolic regulators highly associated with intestinal tumorigenesis and worse prognostic value of radiotherapy. We also show that these two microRNAs are required for intestinal stemness maintenance in mice, and their expression is induced in regenerated ISCs after irradiation injury, resulting in skewed ISC fate from differentiation towards self-renewal. This upregulation of miR-29a/b expression in ISCs leads to suppression of fatty acid oxidation (FAO) and depression of oxidative phosphorylation, which in turn controls the balance between self-renewal and differentiation of ISCs. Deletion of miR-29a/b prevents these effects and thus impairs ISC-mediated epithelial recovery. Finally, we filter the potential targets of miR-29a/b and identify Hnf4g, a transcription factor, that drives this metabolic reprogramming through regulating FAO-related enzymes. Our work discovers an important metabolic mechanism of ISC-mediated regeneration and potentially pave the way for more targeted and effective therapeutic strategies for intestinal repair as well as tumor treatment.
肠道干细胞(ISCs)启动肠道上皮再生和肿瘤发生,它们在各种损伤后迅速重新填充,用于上皮修复和肿瘤复发。揭示这种可塑性的内在机制对于肠道健康至关重要。最近的研究发现,新陈代谢途径控制着干细胞在体内平衡状态下的命运,但新陈代谢在损伤后ISC再生中的作用尚未明确。在这里,我们发现在人类结直肠癌数据集中,miR-29a 和 b(miR-29a/b)是与肠道肿瘤发生和放疗的不良预后价值高度相关的代谢调节因子。我们还发现,这两个microRNA是小鼠肠道干性维持所必需的,它们在辐照损伤后再生的ISC中被诱导表达,导致ISC命运从分化转向自我更新。miR-29a/b在ISCs中的表达上调会抑制脂肪酸氧化(FAO)和氧化磷酸化,进而控制ISCs自我更新和分化之间的平衡。缺失 miR-29a/b 会阻止这些效应,从而损害 ISC 介导的上皮细胞恢复。最后,我们筛选了 miR-29a/b 的潜在靶标,并确定了 Hnf4g(一种转录因子),它通过调节 FAO 相关酶来驱动这种代谢重编程。我们的研究发现了 ISC 介导的再生的重要代谢机制,有可能为肠道修复和肿瘤治疗的更有针对性和更有效的治疗策略铺平道路。
{"title":"The Regeneration of Intestinal Stem Cells Is Driven by miR-29-Induced Metabolic Reprogramming","authors":"Yingying Lin ,&nbsp;Yao Lu ,&nbsp;Yuqi Wang ,&nbsp;Cong Lv ,&nbsp;Juan Chen ,&nbsp;Yongting Luo ,&nbsp;Heng Quan ,&nbsp;Weiru Yu ,&nbsp;Lining Chen ,&nbsp;Ziyu Huang ,&nbsp;Yanling Hao ,&nbsp;Qingyu Wang ,&nbsp;Qingfeng Luo ,&nbsp;Jingyu Yan ,&nbsp;Yixuan Li ,&nbsp;Wei Zhang ,&nbsp;Min Du ,&nbsp;Jian He ,&nbsp;Fazheng Ren ,&nbsp;Huiyuan Guo","doi":"10.1016/j.eng.2024.08.008","DOIUrl":"10.1016/j.eng.2024.08.008","url":null,"abstract":"<div><div>Intestinal stem cells (ISCs) initiate intestinal epithelial regeneration and tumorigenesis, and they experience rapid refilling upon various injuries for epithelial repair as well as tumor reoccurrence. It is crucial to reveal the mechanism underlying such plasticity for intestinal health. Recent studies have found that metabolic pathways control stem cell fate in homeostasis, but the role of metabolism in the regeneration of ISCs after damage has not been clarified. Here, we find that in a human colorectal cancer dataset, miR-29a and b (miR-29a/b) are metabolic regulators highly associated with intestinal tumorigenesis and worse prognostic value of radiotherapy. We also show that these two microRNAs are required for intestinal stemness maintenance in mice, and their expression is induced in regenerated ISCs after irradiation injury, resulting in skewed ISC fate from differentiation towards self-renewal. This upregulation of miR-29a/b expression in ISCs leads to suppression of fatty acid oxidation (FAO) and depression of oxidative phosphorylation, which in turn controls the balance between self-renewal and differentiation of ISCs. Deletion of miR-29a/b prevents these effects and thus impairs ISC-mediated epithelial recovery. Finally, we filter the potential targets of miR-29a/b and identify <em>Hnf4g</em>, a transcription factor, that drives this metabolic reprogramming through regulating FAO-related enzymes. Our work discovers an important metabolic mechanism of ISC-mediated regeneration and potentially pave the way for more targeted and effective therapeutic strategies for intestinal repair as well as tumor treatment.</div></div>","PeriodicalId":11783,"journal":{"name":"Engineering","volume":"42 ","pages":"Pages 39-58"},"PeriodicalIF":10.1,"publicationDate":"2024-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142701432","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Rotational Intravascular Multidirectional Ultrasound Catheter for Sonothrombolysis of Retracted Clots: An in Vitro and in Vivo Study 旋转式血管内多方位超声导管用于声波溶栓:体外和体内研究
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-01 DOI: 10.1016/j.eng.2024.03.021
Huaiyu Wu , Jinwook Kim , Bohua Zhang , Gabe Owens , Greyson Stocker , Mengyue Chen , Benjamin C. Kreager , Ashley Cornett , Kathlyne Bautista , Tarana Kaovasia , Paul A. Dayton , Zhen Xu , Xiaoning Jiang
Thromboembolism in blood vessels poses a serious risk of stroke, heart attack, and even sudden death if not properly managed. Sonothrombolysis combined with ultrasound contrast agents has emerged as a promising approach for the effective treatment of thromboembolism. Recent reports have highlighted the potential of intravascular sonothrombolysis as a safe and effective treatment modality for deep vein thrombosis (DVT). However, its efficiency has not been validated through in vivo testing of retracted clots. This study aimed to develop a miniaturized multidirectional transducer featuring two 4-layer lead zirconate titanate (PZT-5A) stacks with an aperture size of 1.4 mm × 1.4 mm, enabling both forward- and side-looking treatment. Integrated into a custom two-lumen 10-French (Fr) catheter, the capability of this device for intravascular sonothrombolysis was validated both in vitro and in vivo. With low-dose tissue plasminogen activators and nanodroplets, the rotational multidirectional transducer reduced the retracted clot mass (800 mg) by an average of 52% within 30 min during in vitro testing. The lysis rate was significantly higher by 37% than that in a forward-viewing transducer without rotation. This improvement was particularly noteworthy in the treatment of retracted clots. Notably, a long-retracted clot (> 10 cm) was successfully treated within 40 min in vivo by creating a flow channel with a diameter > 4 mm in a porcine DVT model. In conclusion, these findings strongly suggest the potential of this technique for clinical applications in sonothrombolysis, offering a feasible solution for effectively treating thromboembolism, particularly in challenging cases involving retracted clots.
血管中的血栓栓塞如果处理不当,会带来中风、心脏病发作甚至猝死的严重风险。声波溶栓结合超声造影剂已成为有效治疗血栓栓塞的一种很有前景的方法。最近的报告强调了血管内超声溶栓作为一种安全有效的深静脉血栓(DVT)治疗方法的潜力。然而,其效率尚未通过对回缩血块的体内测试得到验证。本研究旨在开发一种微型化多向换能器,该换能器具有两个 4 层锆钛酸铅(PZT-5A)叠层,孔径大小为 1.4 毫米 × 1.4 毫米,可同时进行正视和侧视治疗。该设备与定制的双腔 10 法分(Fr)导管集成,其血管内超声溶栓能力在体外和体内均得到了验证。在体外测试中,使用低剂量组织浆细胞酶原激活剂和纳米微滴,旋转式多向换能器可在 30 分钟内将回缩的血凝块(800 毫克)平均减少 52%。与不旋转的前视换能器相比,溶解率明显提高了 37%。这一改进在治疗回缩血块方面尤为明显。值得注意的是,在猪深静脉血栓模型中,通过创建直径为 4 毫米的流道,在 40 分钟内成功治疗了一个长期回缩的血栓(10 厘米)。总之,这些研究结果有力地证明了这项技术在声波溶栓临床应用中的潜力,为有效治疗血栓栓塞提供了可行的解决方案,尤其是在涉及回缩血块的高难度病例中。
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引用次数: 0
Landslide Damming Threats Along the Jinsha River, China 中国金沙江沿岸的滑坡筑坝威胁
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-11-01 DOI: 10.1016/j.eng.2024.07.001
Shihao Xiao , Limin Zhang , Te Xiao , Ruochen Jiang , Dalei Peng , Wenjun Lu , Xin He
The 2280 km long Jinsha River has been blocked at least four times in the past 30 years. A landslide damming hazard chain can endanger communities and infrastructures hundreds of kilometers downstream from the damming site in alpine gorges. Past damming events have resulted in severe consequences, demanding a thorough assessment of damming threats along the entire Jinsha River. This study digitizes the Jinsha River and visualizes its topographic, tectonic, hydrologic, and climate characteristics in detail. A two-stage full-probability method is proposed for assessing the damming threats along this river, making it possible to identify potential damming hotspots and high-priority zones for hazard mitigation. It is found that the upper reach of the Jinsha River poses the greatest damming threat, and the threat level gradually decreases downstream. Approximately 33.4%, 36.7%, 20.5%, and 9.4% of the entire length of the Jinsha River are classified as low, moderate, high, and very high threat levels, respectively. Compared with existing hydropower projects, future projects in the upper reach are more likely to be exposed to landslide damming. We highlight the value of basin-scale spatial threat analysis and envisage that our findings will promote more targeted local-scale risk assessments for potential damming hotspots. These outcomes provide the basis for managing the risks of river damming and hydropower infrastructure along the Jinsha River.
在过去 30 年中,2280 公里长的金沙江至少发生过四次溃坝。滑坡筑坝灾害链可能会危及筑坝地点下游数百公里外高山峡谷中的社区和基础设施。过去的筑坝事件造成了严重后果,因此需要对整个金沙江沿岸的筑坝威胁进行全面评估。本研究对金沙江进行了数字化处理,并详细展示了金沙江的地形、构造、水文和气候特征。该研究提出了一种两阶段全概率方法来评估金沙江沿岸的筑坝威胁,从而确定潜在的筑坝热点和高优先减灾区。研究发现,金沙江上游的筑坝威胁最大,威胁程度向下游逐渐降低。金沙江全线约 33.4%、36.7%、20.5% 和 9.4%的河段分别被划分为低、中、高和极高的威胁等级。与现有水电工程相比,上游的未来工程更有可能受到滑坡筑坝的影响。我们强调了流域尺度空间威胁分析的价值,并设想我们的研究结果将促进对潜在筑坝热点进行更有针对性的地方尺度风险评估。这些成果为金沙江沿岸河流筑坝和水电基础设施的风险管理提供了基础。
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引用次数: 0
Robust, Flexible, and Superhydrophobic Fabrics for High-Efficiency and Ultrawide-Band Microwave Absorption 用于高效和超宽带微波吸收的坚固、柔韧和超疏水织物
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.eng.2024.03.009
Microwave absorption (MA) materials are essential for protecting against harmful electromagnetic radiation. In this study, highly efficient and ultrawide-band microwave-absorbing fabrics with superhydrophobic surface features were developed using a facile dip-coating method involving in situ graphene oxide (GO) reduction, deposition of TiO2 nanoparticles, and subsequent coating of a mixture of polydimethylsiloxane (PDMS) and octadecylamine (ODA) on polyester fabrics. Owing to the presence of hierarchically structured surfaces and low-surface-energy materials, the resultant reduced GO (rGO)/TiO2-ODA/PDMS-coated fabrics demonstrate superhydrophobicity with a water contact angle of 159° and sliding angle of 5°. Under the synergistic effects of conduction loss, interface polarization loss, and surface roughness topography, the optimized fabrics show excellent microwave absorbing performances with a minimum reflection loss (RLmin) of −47.4 dB and a maximum effective absorption bandwidth (EABmax) of 7.7 GHz at a small rGO loading of 6.9 wt%. In addition, the rGO/TiO2-ODA/PDMS coating was robust, and the coated fabrics could withstand repeated washing, soiling, long-term ultraviolet irradiation, and chemical attacks without losing their superhydrophobicity and MA properties. Moreover, the coating imparts self-healing properties to the fabrics. This study provides a promising and effective route for the development of robust and flexible materials with microwave-absorbing properties.
微波吸收(MA)材料对于抵御有害电磁辐射至关重要。本研究采用一种简便的浸涂方法,包括原位还原氧化石墨烯(GO)、沉积二氧化钛(TiO2)纳米颗粒,以及随后在聚酯织物上涂覆聚二甲基硅氧烷(PDMS)和十八胺(ODA)混合物,开发出了具有超疏水表面特征的高效超宽带微波吸收织物。由于存在分层结构表面和低表面能材料,还原 GO(rGO)/TiO2-ODA/PDMS 涂层织物具有超疏水性,水接触角为 159°,滑动角为 5°。在传导损耗、界面极化损耗和表面粗糙度形貌的协同作用下,优化织物显示出优异的微波吸收性能,在较小的 rGO 负载(6.9 wt%)条件下,最小反射损耗 (RLmin) 为 -47.4 dB,最大有效吸收带宽 (EABmax) 为 7.7 GHz。此外,rGO/TiO2-ODA/PDMS 涂层非常坚固,涂层织物可经受反复洗涤、脏污、长期紫外线照射和化学侵蚀,而不会失去其超疏水性和 MA 特性。此外,涂层还赋予了织物自我修复的特性。这项研究为开发具有微波吸收特性的坚固柔性材料提供了一条前景广阔的有效途径。
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引用次数: 0
Physics Guided Deep Learning-Based Model for Short-Term Origin–Destination Demand Prediction in Urban Rail Transit Systems Under Pandemic 基于物理引导的深度学习模型用于大流行病下城市轨道交通系统的短期始发站-终点站需求预测
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.eng.2024.04.020
Accurate origin–destination (OD) demand prediction is crucial for the efficient operation and management of urban rail transit (URT) systems, particularly during a pandemic. However, this task faces several limitations, including real-time availability, sparsity, and high-dimensionality issues, and the impact of the pandemic. Consequently, this study proposes a unified framework called the physics-guided adaptive graph spatial–temporal attention network (PAG-STAN) for metro OD demand prediction under pandemic conditions. Specifically, PAG-STAN introduces a real-time OD estimation module to estimate real-time complete OD demand matrices. Subsequently, a novel dynamic OD demand matrix compression module is proposed to generate dense real-time OD demand matrices. Thereafter, PAG-STAN leverages various heterogeneous data to learn the evolutionary trend of future OD ridership during the pandemic. Finally, a masked physics-guided loss function (MPG-loss function) incorporates the physical quantity information between the OD demand and inbound flow into the loss function to enhance model interpretability. PAG-STAN demonstrated favorable performance on two real-world metro OD demand datasets under the pandemic and conventional scenarios, highlighting its robustness and sensitivity for metro OD demand prediction. A series of ablation studies were conducted to verify the indispensability of each module in PAG-STAN.
准确的始发站(OD)需求预测对于城市轨道交通(URT)系统的高效运营和管理至关重要,尤其是在大流行病期间。然而,这项任务面临着一些限制,包括实时性、稀疏性和高维性问题,以及大流行病的影响。因此,本研究提出了一个统一的框架,称为物理引导的自适应图时空注意力网络(PAG-STAN),用于大流行病条件下的地铁外径需求预测。具体来说,PAG-STAN 引入了一个实时 OD 估算模块,用于实时估算完整的 OD 需求矩阵。随后,提出了一个新颖的动态 OD 需求矩阵压缩模块,以生成密集的实时 OD 需求矩阵。之后,PAG-STAN 利用各种异构数据了解大流行期间未来 OD 乘客量的演变趋势。最后,一个掩蔽物理引导损失函数(MPG-loss function)将外包需求和入境流量之间的物理量信息纳入损失函数,以增强模型的可解释性。PAG-STAN 在大流行和传统情景下的两个真实世界地铁外径需求数据集上表现出良好的性能,突出了其在地铁外径需求预测方面的稳健性和灵敏度。为验证 PAG-STAN 中每个模块的不可或缺性,还进行了一系列消融研究。
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引用次数: 0
Therapeutic Targeting of PKM2 Ameliorates NASH Fibrosis Progression in a Macrophage-Specific and Liver-Specific Manner PKM2 的治疗靶点能以巨噬细胞特异性和肝脏特异性方式改善 NASH 纤维化进展
IF 10.1 1区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY Pub Date : 2024-10-01 DOI: 10.1016/j.eng.2024.05.005
Nonalcoholic steatohepatitis (NASH) may soon become the leading cause of end-stage liver disease worldwide with limited treatment options. Liver fibrosis, which is driven by chronic inflammation and hepatic stellate cell (HSC) activation, critically determines morbidity and mortality in patients with NASH. Pyruvate kinase M2 (PKM2) is involved in immune activation and inflammatory liver diseases; however, its role and therapeutic potential in NASH-related fibrosis remain largely unexplored. Bioinformatics screening and analysis of human and murine NASH livers indicated that PKM2 was upregulated in nonparenchymal cells (NPCs), especially macrophages, in the livers of patients with fibrotic NASH. Macrophage-specific PKM2 knockout (PKM2FL/FLLysM-Cre) significantly ameliorated hepatic inflammation and fibrosis severity in three distinct NASH models induced by a methionine- and choline-deficient (MCD) diet, a high-fat high-cholesterol (HFHC) diet, and a western diet plus weekly carbon tetrachloride injection (WD/CCl4). Single-cell transcriptomic analysis indicated that deletion of PKM2 in macrophages reduced profibrotic Ly6Chigh macrophage infiltration. Mechanistically, PKM2-dependent glycolysis promoted NLR family pyrin domain containing 3 (NLRP3) activation in proinflammatory macrophages, which induced HSC activation and fibrogenesis. A pharmacological PKM2 agonist efficiently attenuated the profibrotic crosstalk between macrophages and HSCs in vitro and in vivo. Translationally, ablation of PKM2 in NPCs by cholesterol-conjugated heteroduplex oligonucleotides, a novel oligonucleotide drug that preferentially accumulates in the liver, dose-dependently reversed NASH-related fibrosis without causing observable hepatotoxicity. The present study highlights the pivotal role of macrophage PKM2 in advancing NASH fibrogenesis. Thus, therapeutic modulation of PKM2 in a macrophage-specific or liver-specific manner may serve as a novel strategy to combat NASH-related fibrosis.
非酒精性脂肪性肝炎(NASH)可能很快就会成为全球终末期肝病的主要病因,但治疗方法却很有限。慢性炎症和肝星状细胞(HSC)活化导致的肝纤维化严重影响了非酒精性脂肪性肝炎患者的发病率和死亡率。丙酮酸激酶M2(PKM2)参与了免疫激活和炎症性肝病;然而,它在与NASH相关的肝纤维化中的作用和治疗潜力在很大程度上仍未得到探索。对人类和鼠类 NASH 肝脏进行的生物信息学筛选和分析表明,在纤维化 NASH 患者的肝脏中,PKM2 在非实质细胞(NPC),尤其是巨噬细胞中上调。在蛋氨酸和胆碱缺乏(MCD)饮食、高脂高胆固醇(HFHC)饮食和西式饮食加每周注射四氯化碳(WD/CCl4)诱导的三种不同的NASH模型中,巨噬细胞特异性PKM2基因敲除(PKM2FL/FLLysM-Cre)能显著改善肝脏炎症和纤维化的严重程度。单细胞转录组分析表明,巨噬细胞中PKM2的缺失减少了Ly6Chigh巨噬细胞的浸润。从机制上讲,PKM2依赖性糖酵解促进了促炎巨噬细胞中NLR家族含吡咯啉结构域3(NLRP3)的活化,从而诱导了造血干细胞的活化和纤维化。一种药理 PKM2 激动剂能有效减轻巨噬细胞和造血干细胞之间在体外和体内的损伤性串联。胆固醇共轭杂合双寡核苷酸是一种新型寡核苷酸药物,可优先在肝脏中蓄积,它可通过剂量依赖性地逆转与 NASH 相关的纤维化,且不会引起明显的肝毒性。本研究强调了巨噬细胞PKM2在推进NASH纤维化过程中的关键作用。因此,以巨噬细胞特异性或肝脏特异性的方式对PKM2进行治疗调节可能会成为抗击NASH相关纤维化的一种新策略。
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