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Bioelectronic therapies for chronic pain 慢性疼痛的生物电子疗法
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2025-01-20 DOI: 10.1016/j.cobme.2025.100577
Liam A. Matthews , Scott F. Lempka
Chronic pain is a leading cause of disability worldwide. Bioelectronic treatments for chronic pain are a class of therapies that apply electrical or magnetic stimuli to the nervous system to mitigate pain. In light of the opioid crisis, these strategies have garnered significant investment in recent years due to their ability to provide non-addictive pain relief. Despite remarkable success in some patients, the majority of bioelectronic approaches are typically recommended as a last-resort therapy due to their high cost, invasiveness, and limited evidence of long-term efficacy. Furthermore, these therapies are not a panacea for many patients, often providing clinically meaningful, but incomplete pain relief. Thus, there is substantial room for improvement and innovation to both increase therapeutic efficacy and develop novel strategies and devices that enable utilization of bioelectronic therapies earlier in the chronic pain treatment continuum. Here, we review recent advances to bioelectronic treatments for chronic pain.
慢性疼痛是全世界致残的主要原因。慢性疼痛的生物电子治疗是一类应用电或磁刺激神经系统来减轻疼痛的治疗方法。鉴于阿片类药物危机,这些策略近年来获得了大量投资,因为它们能够提供非成瘾性疼痛缓解。尽管在一些患者中取得了显著的成功,但由于成本高、侵入性强、长期疗效证据有限,大多数生物电子方法通常被推荐为最后的治疗手段。此外,这些疗法并不是对许多患者的万灵药,通常提供临床意义,但不完全的疼痛缓解。因此,有很大的改进和创新空间来提高治疗效果,开发新的策略和设备,使生物电子疗法在慢性疼痛治疗连续体的早期应用成为可能。在这里,我们回顾了生物电子治疗慢性疼痛的最新进展。
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引用次数: 0
3M engineering approaches to combat high-shear thrombosis: Integrating modeling, microfluidics, and mechanobiology 对抗高剪切血栓形成的3M工程方法:集成建模、微流体和机械生物学
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2025-01-08 DOI: 10.1016/j.cobme.2025.100576
Allan Sun , Arian Nasser , Nicole Alexis Yap , Rui Gao , Lining Arnold Ju
Arterial thrombosis remains a significant global health concern, with shear-induced platelet aggregation (SIPA) playing a crucial role. This review focuses on the integration of three key engineering approaches—Computational Modeling Microfluidics and Mechanobiology (3 M)—in understanding and combating high-shear thrombosis. We discuss the biomechanical mechanisms of SIPA, highlighting how platelet mechanoreceptors and von Willebrand factor interactions drive thrombosis under pathological flow conditions. Through computational fluid dynamics (CFD), key hemodynamic metrics including time-averaged wall shear stress, oscillatory shear index, and relative residence time have been developed to predict thrombosis risk. Microfluidic platforms, ranging from straight channels to stenotic geometries, provide insights into platelet behavior under various shear conditions while enabling rapid screening of antithrombotic therapies. The integration of these experimental approaches with CFD analysis offers powerful tools for predicting thrombosis risk and optimizing device designs, particularly in mechanical circulatory support devices (MCSDs). Recent advances in mechanobiology have revealed how mechanical forces trigger cellular responses through membrane damage and mechanosensitive channels, offering new therapeutic targets. This review underscores how the synergy between these 3 M engineering approaches advances our understanding of the complex interplay between hemodynamics and thrombosis, paving the way for improved antithrombotic therapies and medical device designs essential to optimizing MCSDs, such as left ventricular assist devices and extracorporeal membrane oxygenators.
动脉血栓形成仍然是一个重要的全球健康问题,剪切诱导血小板聚集(SIPA)起着至关重要的作用。这篇综述的重点是整合三个关键的工程方法-计算建模微流体和力学生物学(3m) -在理解和对抗高剪切血栓形成。我们讨论了SIPA的生物力学机制,强调血小板机械受体和血管性血友病因子的相互作用如何在病理血流条件下驱动血栓形成。通过计算流体动力学(CFD),开发了包括时间平均壁面剪切应力、振荡剪切指数和相对停留时间在内的关键血流动力学指标来预测血栓形成风险。微流体平台,从直通道到狭窄的几何形状,提供了在各种剪切条件下血小板行为的见解,同时实现了抗血栓治疗的快速筛选。将这些实验方法与CFD分析相结合,为预测血栓形成风险和优化设备设计提供了强大的工具,特别是在机械循环支持设备(mcsd)中。机械生物学的最新进展揭示了机械力如何通过膜损伤和机械敏感通道触发细胞反应,提供了新的治疗靶点。这篇综述强调了这3种M工程方法之间的协同作用如何促进了我们对血流动力学和血栓形成之间复杂相互作用的理解,为改进抗血栓治疗和优化mcsd必不可少的医疗设备设计铺平了道路,如左心室辅助装置和体外膜氧合器。
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引用次数: 0
Recent advances in facilitating the translation of bioelectronic medicine therapies 促进生物电子医学疗法翻译的最新进展。
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2024-12-20 DOI: 10.1016/j.cobme.2024.100575
Alex Baldwin , Gregory States , Victor Pikov , Pallavi Gunalan , Sahar Elyahoodayan , Kevin Kilgore , Ellis Meng
Bioelectronic medicine is a growing field which involves directly interfacing with the vagus, sacral, enteric, and other autonomic nerves to treat conditions. Therapies based on bioelectronic medicine could address previously intractable diseases and provide an alternative to pharmaceuticals. However, translating a bioelectronic medicine therapy to the clinic requires overcoming several challenges, including titrating stimulation parameters to an individual's physiology, selectively stimulating target nerves without inducing off-target activation or block, and improving accessibility to clinically approved devices. This review describes recent progress towards solving these problems, including advances in mapping and characterizing the human autonomic nervous system, new sensor technology and signal processing techniques to enable closed-loop therapies, new methods for selectively stimulating autonomic nerves without inducing off-target effects, and efforts to develop open-source implantable devices. Recent commercial successes in bringing bioelectronic medicine therapies to the clinic are highlighted showing how addressing these challenges can lead to novel therapies.
生物电子医学是一个正在发展的领域,它涉及直接与迷走神经、骶神经、肠神经和其他自主神经相结合来治疗疾病。基于生物电子医学的治疗方法可以解决以前难以治愈的疾病,并提供药物的替代方案。然而,将生物电子医学疗法转化为临床需要克服几个挑战,包括根据个体生理学滴定刺激参数,有选择地刺激目标神经而不引起脱靶激活或阻滞,以及提高临床批准设备的可及性。本文介绍了解决这些问题的最新进展,包括绘制和表征人类自主神经系统的进展,实现闭环治疗的新传感器技术和信号处理技术,选择性刺激自主神经而不引起脱靶效应的新方法,以及开发开源植入式设备的努力。最近在将生物电子医学疗法引入临床方面的商业成功突出显示了如何解决这些挑战可以导致新的疗法。
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引用次数: 0
3D fabrication of artificial cell microenvironments for mechanobiology 机械生物学人造细胞微环境的三维制造
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2024-12-14 DOI: 10.1016/j.cobme.2024.100574
Annabelle Sonn , Caterina Tomba , Christine Selhuber-Unkel , Barbara Schamberger
Artificial scaffolds are indispensable tools in unraveling the complexity of mechanobiology under controlled conditions. Recent breakthroughs in microfabrication techniques for biological applications have revolutionized the field, enabling well-defined features that span from the subcellular to the multicellular scale. These methods particularly allow for unprecedented control of cell stimulation. This review will showcase research that combines such scaffolds with various stimulation techniques: mechanical stimulation, actuation by magnetic or electric fields, chemical stimulation, or manipulation by light. Additionally, it will introduce passive scaffolds that are actuated by the cells themselves. These systems help to understand forces applied by the cells to their environment and pave the way toward dynamic biohybrid, cell-based systems.
人工支架是在受控条件下揭示机械生物学复杂性的不可缺少的工具。生物微加工技术的最新突破彻底改变了这一领域,实现了从亚细胞到多细胞尺度的良好定义。这些方法尤其允许对细胞刺激进行前所未有的控制。本综述将展示将这种支架与各种刺激技术相结合的研究:机械刺激、磁场或电场驱动、化学刺激或光操纵。此外,它将引入由细胞本身驱动的被动支架。这些系统有助于理解细胞对其环境施加的力,并为动态生物杂交、基于细胞的系统铺平道路。
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引用次数: 0
Beyond static models: Mechanically dynamic matrices reveal new insights into cancer and fibrosis progression 超越静态模型:机械动态矩阵揭示了癌症和纤维化进展的新见解
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2024-11-29 DOI: 10.1016/j.cobme.2024.100570
M. Walker , D. Gourdon , M. Cantini
The dynamic mechanical nature of extracellular matrices (ECMs) is crucial for the mechanosensitive regulation of cell fate. This is evident in pathological conditions such as cancer and fibrosis, which are characterised by highly fibrotic tissue developing over time. This fibrotic progression not only alters tissue mechanics, but also coincides with the reprogramming of resident cells, promoting their differentiation into aberrant phenotypes and increasing drug resistance. Hydrogels, with their tuneable mechanical and biochemical properties, emerge as powerful ECM mimetics to model and study these abnormal, mechanically-driven cell differentiation phenomena. In this review, after establishing how conventional, mechanically static hydrogels contribute to our understanding of the role of altered mechanosensing in cell differentiation during cancer and fibrosis, we explore the research opportunities given by advanced dynamic matrices. Models employing hydrogels that are fast relaxing, plastic or even with temporally switchable mechanics reveal the otherwise hidden role of time-dependent phenomena during disease development.
细胞外基质(ecm)的动态力学性质对细胞命运的机械敏感调节至关重要。这在癌症和纤维化等病理条件下是明显的,其特征是随着时间的推移高度纤维化组织的发展。这种纤维化进展不仅改变了组织力学,而且与常驻细胞的重编程相吻合,促进其分化为异常表型并增加耐药性。水凝胶具有可调节的机械和生化特性,成为强大的ECM模拟物,可以模拟和研究这些异常的、机械驱动的细胞分化现象。在这篇综述中,在确定了传统的机械静态水凝胶如何有助于我们理解在癌症和纤维化期间改变的机械传感在细胞分化中的作用之后,我们探索了先进的动态基质提供的研究机会。采用快速放松、可塑或甚至具有时间可切换力学的水凝胶的模型揭示了疾病发展过程中时间依赖现象的隐藏作用。
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引用次数: 0
Immune cell and engineering for the therapeutics 免疫细胞和治疗工程
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2024-11-25 DOI: 10.1016/j.cobme.2024.100569
Jin Hyuck Jeong , Miseol Kim , Hui-Shan Li
Reprogrammed immune cell therapies show great promise as “living drugs”, a concept successfully demonstrated in clinical settings with engineered chimeric antigen receptor (CAR) T cells. Beyond CAR-T therapies, immune cells possess unique characteristics that can be leveraged to enhance the body's immune response against specific diseases. This review first highlights recent clinical advancements in immune cell therapies, focusing on the use of different immune cell types across various disease settings. It then explores current engineering approaches aimed at addressing the specific challenges in cancer treatment. Additionally, the review examines the role of emerging technologies such as synthetic circuits, CRISPR, and induced pluripotent stem cells (iPSCs) in expanding the potential of immune cell therapies to treat a broad range of conditions.
重编程免疫细胞疗法作为“活的药物”显示出巨大的前景,这是一种利用工程嵌合抗原受体(CAR) T细胞在临床环境中成功证明的概念。除了CAR-T疗法,免疫细胞还具有独特的特性,可以用来增强人体对特定疾病的免疫反应。这篇综述首先强调了免疫细胞疗法的最新临床进展,重点是在各种疾病环境中使用不同的免疫细胞类型。然后探讨了当前的工程方法,旨在解决癌症治疗中的具体挑战。此外,该综述还探讨了合成电路、CRISPR和诱导多能干细胞(iPSCs)等新兴技术在扩大免疫细胞疗法治疗多种疾病的潜力方面的作用。
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引用次数: 0
What lies beyond—Insights into elastic microscaffolds with metamaterial properties for cell studies 什么是超越-洞察弹性微支架与超材料性质的细胞研究
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2024-11-22 DOI: 10.1016/j.cobme.2024.100568
Magdalena Fladung , Alexander Berkes , Tim Alletzhaeusser , Yi Chen , Natalie Munding , Motomu Tanaka , Martin Wegener , Martin Bastmeyer
Recent advances in additive manufacturing have opened up new possibilities to print almost arbitrary structures with submicrometer resolution. An intriguing application is the fabrication of metamaterial-based scaffolds with unprecedented precision and with defined effective elastic properties for mechanobiological research. This field of study has already led to promising results but remains wide open. The vast possibilities, together with the high interdisciplinary character and current lack of established protocols or literature on the subject, are intriguing on the one hand but might discourage researchers who are new to this field. In this review, we aim to provide insights into the work with such microstructured bio-metamaterials, mainly based on our own experience with 2D systems, hoping to encourage further mechanobiological studies. Finally, we present some considerations for expanding to the third dimension to more closely resemble the in vivo situation.
增材制造的最新进展开辟了以亚微米分辨率打印几乎任意结构的新可能性。一个有趣的应用是制造基于超材料的支架,具有前所未有的精度和定义的有效弹性特性,用于机械生物学研究。这一领域的研究已经取得了可喜的成果,但仍处于开放状态。巨大的可能性,加上高度跨学科的特点,以及目前缺乏关于该主题的既定协议或文献,一方面很吸引人,但可能会使这个领域的新研究人员感到沮丧。在这篇综述中,我们的目标是根据我们自己在二维系统上的经验,对这种微结构生物超材料的工作提供见解,希望能鼓励进一步的机械生物学研究。最后,我们提出了扩展到第三维度以更接近于体内情况的一些考虑。
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引用次数: 0
Generalizable and explainable deep learning for medical image computing: An overview 医学图像计算的可概括和可解释的深度学习:概述
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2024-11-14 DOI: 10.1016/j.cobme.2024.100567
Ahmad Chaddad , Yan Hu , Yihang Wu , Binbin Wen , Reem Kateb

Objective

This paper presents an overview of generalizable and explainable artificial intelligence (XAI) in deep learning (DL) for medical imaging, with the aim of addressing the urgent need for transparency and explainability in clinical applications.

Methodology

We propose to use four CNNs in three medical datasets (brain tumor, skin cancer, and chest x-ray) for medical image classification tasks. Furthermore, we combine ResNet50 with five common XAI techniques to obtain explainable results for model prediction, in order to improve model transparency. We also involve a quantitative metric (confidence increase) to evaluate the usefulness of XAI techniques.

Key findings

The experimental results indicate that ResNet50 can achieve feasible accuracy and F1 score in all datasets (e.g., 86.31 % accuracy in skin cancer). Furthermore, the findings show that while certain XAI methods, such as eXplanation with Gradient-weighted Class activation mapping (XgradCAM), effectively highlight relevant abnormal regions in medical images, others, such as EigenGradCAM, may perform less effectively in specific scenarios. In addition, XgradCAM indicates higher confidence increase (e.g., 0.12 in glioma tumor) compared to GradCAM++ (0.09) and LayerCAM (0.08).

Implications

Based on the experimental results and recent advancements, we outline future research directions to enhance the generalizability of DL models in the field of biomedical imaging.
目的综述了医学影像深度学习(DL)中可推广和可解释的人工智能(XAI),旨在解决临床应用中对透明度和可解释性的迫切需求。我们建议在三个医学数据集(脑肿瘤、皮肤癌和胸部x射线)中使用四个cnn进行医学图像分类任务。此外,我们将ResNet50与五种常见的XAI技术相结合,以获得可解释的模型预测结果,以提高模型透明度。我们还涉及定量度量(置信度增加)来评估XAI技术的有用性。实验结果表明,ResNet50在所有数据集上都能达到可行的准确率和F1评分(例如,在皮肤癌上的准确率为86.31%)。此外,研究结果表明,虽然某些XAI方法,如带有梯度加权类激活映射的解释(XgradCAM),可以有效地突出医学图像中的相关异常区域,但其他方法,如EigenGradCAM,在特定场景下的效果可能不太好。此外,与GradCAM++(0.09)和LayerCAM(0.08)相比,XgradCAM显示更高的置信度增加(如胶质瘤肿瘤为0.12)。基于实验结果和最新进展,我们概述了未来的研究方向,以提高深度学习模型在生物医学成像领域的通用性。
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引用次数: 0
Analysis of wireless powering modes for nanotransducer-mediated neuromodulation 纳米传感器介导的神经调节无线供电模式分析
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2024-11-09 DOI: 10.1016/j.cobme.2024.100562
Prachi Kumari , Aleksandra Milojkovic , Kristen Kozielski
Nanomaterials offer a promising approach for precise and minimally invasive modulation of neural activity versus traditional implants. This review explores recent advances in various nanotransducer systems that are powered by a remotely deliverable carrier signal (optical, mechanical, or magnetic) and output a neuromodulatory signal (optical, thermal, mechanical, or electrical). Key advantages of individual transduction methods have been highlighted, such as penetration to deeper brain regions, and potential for cell-specific targeting with or without genetic modification of the target tissue. Current challenges and advances are discussed in the context of considerations for clinical translation, which include optimizing transduction efficiency, reducing power requirements, and spatiotemporal stimulation control.
与传统植入物相比,纳米材料为精确和微创调节神经活动提供了一种很有前途的方法。本综述探讨了各种纳米换能器系统的最新进展,这些系统由可远程传递的载体信号(光学、机械或磁性)驱动,并输出神经调节信号(光学、热、机械或电)。个体转导方法的主要优势已经被强调,例如渗透到更深的大脑区域,以及有或没有对目标组织进行基因修饰的细胞特异性靶向的潜力。当前的挑战和进展在临床翻译考虑的背景下进行了讨论,包括优化转导效率,降低功率需求和时空刺激控制。
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引用次数: 0
Rehabilitation of motor and sensory function using spinal cord stimulation: Recent advances 利用脊髓刺激康复运动和感觉功能:最新进展
IF 4.7 3区 工程技术 Q2 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-29 DOI: 10.1016/j.cobme.2024.100566
Marta M. Iversen , Abby T. Harrison , Clay T. Stanley , Ashley N. Dalrymple
Spinal cord stimulation can improve function in neural injuries and disorders. Here, we review recent developments in epidural and transcutaneous spinal cord stimulation (eSCS, tSCS) for motor and sensory rehabilitation. eSCS entails electrodes implanted epidurally over the dorsal spinal cord, while tSCS utilizes adhesive electrodes placed on the surface of the skin. eSCS and tSCS improve volitional motor control in conditions such as spinal cord injury, Parkinson's disease, stroke, multiple sclerosis, and spinal muscular atrophy. They likely improve volitional function by exciting dorsal root afferents which prime motoneurons for supraspinal and propriospinal inputs. Additionally, eSCS and tSCS evoke sensations in missing limbs post-amputation, providing sensory feedback and improving coordination and stability. Hardware advancements aim to optimize targeting and specificity for motor and sensory rehabilitation applications.
脊髓刺激可以改善神经损伤和失调的功能。在此,我们回顾了硬膜外脊髓刺激和经皮脊髓刺激(eSCS、tSCS)在运动和感觉康复方面的最新进展。eSCS 需要在脊髓背侧硬膜外植入电极,而 tSCS 则利用皮肤表面的粘合电极。它们可能通过刺激背根传入来改善意志功能,而背根传入会刺激运动神经元以获得脊髓上和本体脊髓的输入。此外,eSCS 和 tSCS 还能唤起截肢后缺失肢体的感觉,提供感觉反馈并改善协调性和稳定性。硬件技术的进步旨在优化运动和感觉康复应用的靶向性和特异性。
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引用次数: 0
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Current Opinion in Biomedical Engineering
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