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Natural coil springs: Biomechanics and morphology of the coiled tendrils of the climbing passion flower Passiflora discophora 天然螺旋弹簧:攀援西番莲卷须的生物力学和形态学。
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-11-01 DOI: 10.1016/j.actbio.2024.10.002
Frederike Klimm , Marc Thielen , Jaro Homburger , Michelle Modert , Thomas Speck
Tendrils of climbing plants possess a striking spring-like structure characterized by a minimum of two helices of opposite handedness connected by a perversion. By performing tensile experiments and morphological measurements on tendrils of the climbing passion flower Passiflora discophora, we show that these tendril springs act as coil springs within the plant's attachment system and resemble technical coil springs. However, tendril springs have a low spring index and a high pitch angle compared with typical metal coil springs resulting in a more complex loading situation in the plant tendrils. Moreover, the tendrils undergo a drastic shift from the fresh turgescent stage to a dried-off and dead senescent stage. This entails changes in material properties (elastic modulus in tension), morphology (tendril and helix diameter, number of windings), anatomy (tissue composition), and failure behavior (susceptibility to delamination) and reduces the degree of elasticity and strain at failure of the tendrils. Nevertheless, senescent tendrils remain functional as springs and maintain high energy dissipation capacity and high break force. This renders the system highly energy efficient, as the plant no longer needs to metabolically sustain the died-back tendrils. Because of its energy-storing spring system, its high energy dissipation and high safety factor, the attachment system can be considered a ‘fail-safe’ system.

Statement of significance

The use of coil springs as mechanical devices is not restricted to man-made machinery; striking spring structures can also be found within the attachment systems of climbing plants. Passiflora discophora climbs by using long thin tendrils with adhesive pads at their tips. Once the pads have attached to a support, the tendrils coil and form a spring-like structure. Here, we analyze the form and mechanics of these ‘tendril springs’, compare them with conventional technical coil springs, and discuss changes in the tendril springs during plant development. We reveal the main features of the attachment system, which might inspire new artificial attachment devices within the emerging field of plant-inspired soft-robotics.
攀援植物的卷须具有惊人的弹簧状结构,其特点是至少有两个手性相反的螺旋由一个反向连接。通过对攀援西番莲卷须进行拉伸实验和形态测量,我们发现这些卷须弹簧在植物附着系统中起着螺旋弹簧的作用,类似于技术螺旋弹簧。不过,与典型的金属螺旋弹簧相比,卷须弹簧的弹簧指数较低,俯仰角较大,因此植物卷须的负载情况更为复杂。此外,卷须还经历了从新鲜萌发阶段到干枯衰老阶段的急剧转变。这导致材料特性(拉伸弹性模量)、形态(卷须和螺旋直径、缠绕数量)、解剖结构(组织成分)和失效行为(分层敏感性)发生变化,并降低了卷须的弹性程度和失效时的应变。尽管如此,衰老卷须仍能保持弹簧的功能,并保持较高的能量耗散能力和较高的断裂力。这使得该系统具有很高的能效,因为植物不再需要通过新陈代谢来维持衰老卷须。由于具有储能弹簧系统、高耗能和高安全系数,该附着系统可被视为 "故障安全 "系统。意义说明: :螺旋弹簧作为机械装置的使用并不局限于人造机械,在攀援植物的附着系统中也能发现引人注目的弹簧结构。西番莲(Passiflora discophora)通过细长的卷须攀爬,卷须顶端带有粘垫。一旦胶垫附着在支撑物上,卷须就会盘绕起来,形成类似弹簧的结构。在这里,我们分析了这些 "卷须弹簧 "的形态和力学,将其与传统的技术螺旋弹簧进行了比较,并讨论了卷须弹簧在植物发育过程中的变化。我们揭示了附着系统的主要特征,这可能会在新兴的植物启发软机器人领域激发新的人工附着装置。
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引用次数: 0
Protein-metal interactions due to fretting corrosion at the taper junction of hip implants: An in vitro investigation using Raman spectroscopy 髋关节植入物锥体交界处的摩擦腐蚀导致的蛋白质-金属相互作用:利用拉曼光谱进行的体外研究。
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-11-01 DOI: 10.1016/j.actbio.2024.10.006
Adrian Wittrock , Saskia Heermant , Christian Beckmann , Markus A. Wimmer , Alfons Fischer , Marc Aßmann , Jörg Debus
Modular hip implants are a clinically successful and widely used treatment for patients with arthritis. Despite ongoing retrieval studies the understanding of the fundamental physico-chemical mechanisms of friction and wear within the head-taper interface is still limited. Here, we Raman-spectroscopically analyze structural features of the biotribological material which is formed within the taper joint between Ti6Al4V and low-carbon cobalt alloy or high-nitrogen steel surfaces in in vitro gross-slip fretting corrosion tests with bovine calf serum. As a function of the fretting duration, we investigate short and long aliphatic chains and their adsorption behavior on the cobalt- and steel-type surfaces. Using the intensity and frequency shifts of the amide I and III Raman bands, we furthermore identify progressive protein folding and unfolding including the secondary structures of α-helix, β-sheet, and random-coil configuration as well as the formation of proteinaceous clusters depending on the hydrophilicity of the metallic surfaces. We additionally find a mixture of chromates and iron oxides with tryptophan and tyrosine at the worn cobalt alloy and high-nitrogen steel surfaces, respectively. Also, for long fretting duration, sp2 hybridized amorphous carbon is formed due to fretting-induced cleavage of proteins.

Statement of significance

Despite efforts enhancing the biomedical tribology of hip implants, the impact of the organic environment on friction and wear at the femoral head-stem taper interface is limitedly understood. Using Raman spectroscopy we resolve structural changes within the biotribological material agglomerated at biomedical-grade metal alloys due to metal-organic interactions during in vitro fretting corrosion tests. Adsorption of short and long aliphatic chains, progressive protein (un)folding and proteinaceous cluster formation depend to a distinguishable extent on the fretting duration and type of alloy. Chromates and iron oxides are mixed with tryptophan and tyrosine, and amorphous carbon is formed resulting from a fretting-induced cleavage of serum proteins. Such information spectroscopically gleaned from biotribological material are vital to improve the design and performance of taper junctions.
模块化髋关节植入物是治疗关节炎患者的一种临床成功且应用广泛的方法。尽管目前正在进行回收研究,但人们对髋关节头锥形界面内摩擦和磨损的基本物理化学机制的了解仍然有限。在此,我们通过拉曼光谱分析了 Ti6Al4V 与低碳钴合金或高氮钢表面在体外与牛小牛血清粗滑摩擦腐蚀试验中锥度接合处形成的生物ribological 材料的结构特征。我们研究了短脂肪链和长脂肪链在钴和钢表面上的吸附行为,并将其作为摩擦持续时间的函数。利用酰胺 I 和 III 拉曼带的强度和频移,我们进一步确定了蛋白质的渐进折叠和展开,包括 α-螺旋、β-薄片和无规线圈构型的二级结构,以及蛋白质簇的形成,这取决于金属表面的亲水性。此外,我们还在磨损的钴合金和高氮钢表面发现了铬酸盐和铁氧化物的混合物,其中分别含有色氨酸和酪氨酸。此外,在长时间的摩擦过程中,由于摩擦引起的蛋白质裂解,会形成 sp2 杂化的无定形碳。意义说明:尽管人们努力提高髋关节植入物的生物医学摩擦学,但对有机环境对股骨头-股骨柄锥体界面摩擦和磨损的影响了解有限。我们利用拉曼光谱分析了体外烧蚀试验中有机金属相互作用导致生物医学级金属合金上聚集的生物ribological材料的结构变化。长短脂肪族链的吸附、蛋白质的逐渐(非)折叠和蛋白质团的形成在很大程度上取决于烧蚀持续时间和合金类型。铬酸盐和铁氧化物与色氨酸和酪氨酸混合,无定形碳的形成是由于烧蚀引起的血清蛋白裂解。从生物ribological 材料中收集到的这些光谱信息对于改进锥形连接的设计和性能至关重要。
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引用次数: 0
Karen L. Christman, 2025 Acta Biomaterialia Silver Medal Award Recipient Karen L. Christman,2025 年《生物材料学报》银奖获得者
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-11-01 DOI: 10.1016/j.actbio.2024.07.048
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引用次数: 0
Titanium boride nanosheets with photo-enhanced sonodynamic efficiency for glioblastoma treatment 用于胶质母细胞瘤治疗的具有光增强声动力效率的硼化钛纳米片。
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-15 DOI: 10.1016/j.actbio.2024.09.025
Jiaqing Xu, Ying Liu, Han Wang, Junxing Hao, Yu Cao, Zhihong Liu
Sonodynamic therapy (SDT) has garnered significant attention in cancer treatment, however, the low-yield reactive oxygen species (ROS) generation from sonosensitizers remains a major challenge. In this study, titanium boride nanosheets (TiB2 NSs) with photo-enhanced sonodynamic efficiency was fabricated for SDT of glioblastoma (GBM). Compared with commonly-used TiO2 nanoparticles, the obtained TiB2 NSs exhibited much higher ROS generation efficiency under ultrasound (US) irradiation due to their narrower band gap (2.50 eV). Importantly, TiB2 NSs displayed strong localized surface plasmon resonance (LSPR) effect in the second near-infrared (NIR II) window, which facilitated charge transfer rate and improved the separation efficiency of US-triggered electron–hole pairs, leading to photo-enhanced ROS generation efficiency. Furthermore, TiB2 NSs were encapsulated with macrophage cell membranes (CM) and then modified with RGD peptide to construct biomimetic nanoagents (TiB2@CM-RGD) for efficient blood-brain barrier (BBB) penetrating and GBM targeting. After intravenous injection into the tumor-bearing mouse, TiB2@CM-RGD can efficiently cross BBB and accumulate in the tumor sites. The tumor growth was significantly inhibited under simultaneous NIR II laser and US irradiation without causing appreciable long-term toxicity. Our work highlighted a new type of multifunctional titanium-based sonosensitizer with photo-enhanced sonodynamic efficiency for GBM treatment.

Statement of significance

Titanium boride nanosheets (TiB2 NSs) with photo-enhanced sonodynamic efficiency was fabricated for SDT of glioblastoma (GBM). The obtained TiB2 NSs displayed strong localized surface plasmon resonance (LSPR) effect in the second near-infrared (NIR II) window, which facilitated charge transfer rate and improved the separation efficiency of US-triggered electron-hole pairs, leading to photo-enhanced ROS generation efficiency. Furthermore, TiB2 NSs were encapsulated with macrophage cell membranes (CM) and then modified with RGD peptide to construct biomimetic nanoagents (TiB2@CM-RGD) for efficient blood-brain barrier (BBB) penetrating and GBM targeting. After intravenous injection into the tumor-bearing mouse, TiB2@CM-RGD can efficiently cross BBB and accumulate in the tumor sites. The tumor growth was significantly inhibited under simultaneous NIR II laser and US irradiation without causing appreciable long-term toxicity.
声动力疗法(SDT)在癌症治疗中备受关注,然而,声敏化剂产生的低产率活性氧(ROS)仍是一大挑战。本研究制备了具有光增强声动力效率的硼化钛纳米片(TiB2 NSs),用于胶质母细胞瘤(GBM)的SDT治疗。与常用的 TiO2 纳米粒子相比,由于 TiB2 NSs 的带隙更窄(2.50 eV),因此在超声(US)辐照下,TiB2 NSs 表现出更高的 ROS 生成效率。重要的是,TiB2 NSs 在第二个近红外(NIR II)窗口显示出很强的局部表面等离子体共振(LSPR)效应,这促进了电荷转移速率,提高了 US 触发的电子-空穴对的分离效率,从而导致光增强 ROS 生成效率。此外,TiB2 NSs被巨噬细胞细胞膜(CM)包裹,然后用RGD肽修饰,构建了生物仿生纳米试剂(TiB2@CM-RGD),可有效穿透血脑屏障(BBB),靶向治疗GBM。将 TiB2@CM-RGD 静脉注射到肿瘤小鼠体内后,它能有效穿过 BBB 并在肿瘤部位聚集。在近红外II激光和US射线同时照射下,肿瘤生长受到明显抑制,且不会产生明显的长期毒性。我们的研究突出了一种新型多功能钛基声纳增敏剂,它具有光增强的声动力效率,可用于 GBM 治疗。意义说明:我们制备了具有光增强声动力效率的硼化钛纳米片(TiB2 NSs),用于胶质母细胞瘤(GBM)的 SDT 治疗。所获得的 TiB2 NSs 在第二近红外(NIR II)窗口显示出很强的局部表面等离子体共振(LSPR)效应,促进了电荷转移速率,提高了 US 触发的电子-空穴对的分离效率,从而导致光增强 ROS 生成效率。此外,TiB2 NSs被巨噬细胞细胞膜(CM)包裹,然后用RGD肽修饰,构建了生物仿生纳米试剂(TiB2@CM-RGD),可有效穿透血脑屏障(BBB),靶向治疗GBM。将 TiB2@CM-RGD 静脉注射到肿瘤小鼠体内后,它能有效穿过 BBB 并在肿瘤部位聚集。在近红外II激光和US射线同时照射下,肿瘤生长受到明显抑制,且不会产生明显的长期毒性。
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引用次数: 0
Reversible pH-switchable NIR-II nano-photosensitizer for precise imaging and photodynamic therapy of tumors 用于肿瘤精确成像和光动力治疗的可逆 pH 开关 NIR-II 纳米光敏剂。
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-15 DOI: 10.1016/j.actbio.2024.09.001
Yun Chai , Ye Sun , Zhijia Sheng , Yanyan Zhu , Tianyou Du , Bingjian Zhu , Hui Yu , Bin Dong , Yi Liu , Hai-Yan Wang
Photodynamic therapy (PDT) has attracted widespread attention from researchers as an emerging cancer treatment method. There have been many reports on various types of NIR-II photosensitizers for imaging and treatment of tumor sites. However, there are few reports on the development of NIR-II organic small molecule photosensitizers that have intelligent response to the tumor microenvironment, precise imaging, real-time treatment, and high biocompatibility. In this work, we developed a series of NIR-II photosensitizers (RBTs) with near-infrared excitation, good photostability, and large Stokes shift. Among them, RBT-Br exhibited higher reactive oxygen species (ROS) generation efficiency due to the introduction of halogen heavy atoms to enhance intersystem crossing (ISC). It is noteworthy that RBT-Br can generate singlet oxygen (1O2) and superoxide anion radicals (O2) simultaneously under 730 nm laser. Subsequently, we used molecular engineering technology to construct three pH-responsive NIR-II photosensitizers (RBT-pHs) by utilizing the closure of the lactam ring, among which RBT-pH-1 (pKa = 6.78) is able to be directionally activated under the stimulation of tumor micro-acid environment, with its fluorescence emission window reaching 933 nm. Subsequently, RBT-pH-1 NPs encapsulated in DSPE-mPEG5k were applied for PDT treatment of mouse tumors. The results showed that RBT-pH-1 NPs were activated by the acidic tumor microenvironment and generated ROS under laser excitation, exhibiting precise tumor imaging and significant tumor growth inhibition. We look forward to these multifunctional NIR-II organic small molecule photosensitizers providing a more efficient approach for clinical treatment of tumors.

Statement of significance

A reversible pH-switchable NIR-II nano-photosensitizer RBT-pH-1 NPs (pKa = 6.76) is developed for precise imaging and PDT therapy of mouse tumors, which can be effectively used for targeted enrichment and activation of tumor micro-acid environments. The results show that this NIR-II photosensitizer generates ROS through tumor micro-acid environment stimulation and laser triggering, showing precise tumor imaging guidance and significant tumor growth inhibition.
光动力疗法(PDT)作为一种新兴的癌症治疗方法引起了研究人员的广泛关注。关于用于肿瘤部位成像和治疗的各类近红外-II 光敏剂的报道很多。然而,关于开发对肿瘤微环境具有智能响应、精确成像、实时治疗和高生物相容性的 NIR-II 有机小分子光敏剂的报道却很少。在这项工作中,我们开发了一系列具有近红外激发、良好光稳定性和较大斯托克斯位移的 NIR-II 光敏剂(RBTs)。其中,RBT-Br 具有更高的活性氧(ROS)生成效率,这是由于引入了卤素重原子以增强系统间交叉(ISC)。值得注意的是,RBT-Br 能在 730 纳米激光下同时产生单线态氧(1O2)和超氧阴离子自由基(-O2-)。随后,我们利用分子工程技术,利用内酰胺环的封闭性构建了三种 pH 响应型近红外-II 光敏剂(RBT-pHs),其中 RBT-pH-1(pKa = 6.78)在肿瘤微酸环境的刺激下能够定向激活,其荧光发射窗口达到 933 nm。随后,将封装在 DSPE-mPEG5k 中的 RBT-pH-1 NPs 应用于小鼠肿瘤的 PDT 治疗。结果表明,RBT-pH-1 NPs 被酸性肿瘤微环境激活,并在激光激发下产生 ROS,表现出精确的肿瘤成像和显著的肿瘤生长抑制作用。我们期待这些多功能 NIR-II 有机小分子光敏剂为临床治疗肿瘤提供更有效的方法。意义声明::本研究开发了一种可逆的 pH 开关型 NIR-II 纳米光敏剂 RBT-pH-1 NPs(pKa = 6.76),用于小鼠肿瘤的精确成像和 PDT 治疗,可有效用于肿瘤微酸环境的靶向富集和激活。结果表明,这种 NIR-II 光敏剂通过肿瘤微酸环境刺激和激光触发产生 ROS,显示出精确的肿瘤成像引导和显著的肿瘤生长抑制作用。
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引用次数: 0
Structural connectivity and bioactivity in sol–gel silicate glass design 溶胶凝胶硅酸盐玻璃设计中的结构连接性和生物活性
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-15 DOI: 10.1016/j.actbio.2024.08.030
Chisokwuo Akunna, Marta Cerruti
Bioactive glasses (BGs) bond with bone by forming hydroxy carbonate apatite (HCA) upon reaction in physiological fluid, a phenomenon known as bioactivity. BGs structural network connectivity determines their bioactivity. Sol–gel BGs are synthesized through the hydrolysis and condensation of metal alkoxide precursors in the presence of a catalyst, in aqueous environments. Several sol–gel synthesis parameters directly impact BG network connectivity: pH (i.e. acid or basic catalysis), water to alkoxide ratio (Rw), alkoxide type and presence of dopant ions. However, the relationship between bioactivity and these parameters remains surprisingly unexplored.
This study highlights the relationship between synthesis pH, Rw, network connectivity and bioactivity in silica-based sol-gel BGs and BGs doped with titanium (Ti) ions (TiBGs), the latter selected for their known ability to enhance network connectivity. BGs and TiBGs are synthesized with various Rw values under acidic and basic conditions, and their bioactivity is assessed in simulated body fluid for 7 days.
Increasing Rw decreases network connectivity and increases bioactivity of BGs with high network connectivity, as observed for base-catalyzed BGs and for both acid and base catalyzed TiBGs, but not in BGs with lower connectivity as evidenced in acid-catalyzed BGs. Basic catalysis of TiBGs prevents crystalline TiO2 domain formation, which was instead consistently observed in TiBGs synthesized under acidic catalysis.
These findings help the design of BGs for applications where ion release needs to be enhanced even in the presence of dopants that slow down HCA formation, and of BGs with specific properties, e.g. TiO2-containing BGs with potential bactericidal activity.

Statement of significance

Bioactive glasses (BGs) bond with bone by dissolving and forming hydroxycarbonate apatite (HCA) on their surface, offering applications in medicine and dentistry. BG's network connectivity influences its dissolution rate, and hence HCA formation. While solution-gelation (sol-gel) is commonly used for BG production, the effect of sol gel synthesis parameters on HCA formation remains unexplored. We studied the relationship between synthesis parameters (water-to-alkoxide ratio (Rw), catalyst, and dopant ions, particularly titanium), BG network connectivity, and HCA formation. We find that increasing Rw with any catalyst enhances HCA formation, particularly in glasses with high network connectivity. This understanding allows tailoring BG synthesis for different applications, e.g. those requiring doping with ions that increase network connectivity and fills a crucial gap in BG literature.
生物活性玻璃(BGs)通过在生理液体中反应形成羟基碳酸盐磷灰石(HCA)而与骨骼结合,这种现象被称为生物活性。生物活性玻璃的结构网络连通性决定了其生物活性。溶胶-凝胶 BG 是在水环境中,在催化剂的作用下,通过水解和缩合金属氧化物前体合成的。有几个溶胶-凝胶合成参数会直接影响 BG 网络的连通性:pH 值(即酸性或碱性催化)、水与氧化烷比率 (Rw)、氧化烷类型和掺杂离子的存在。然而,生物活性与这些参数之间的关系却出人意料地尚未得到探讨。本研究强调了硅基溶胶凝胶 BGs 和掺杂钛(Ti)离子(TiBGs)的 BGs 的合成 pH 值、Rw 值、网络连通性和生物活性之间的关系。在酸性和碱性条件下合成了不同Rw值的BGs和TiBGs,并在模拟体液中对其生物活性进行了为期7天的评估。正如在碱催化的 BGs 以及酸和碱催化的 TiBGs 中观察到的那样,Rw 的增加会降低网络连通性并增加网络连通性高的 BGs 的生物活性,但在酸催化的 BGs 中却没有观察到网络连通性较低的 BGs 的生物活性。对 TiBGs 进行碱催化可阻止结晶 TiO2 结构域的形成,而在酸催化下合成的 TiBGs 中却能持续观察到这种结构域的形成。这些发现有助于设计应用于即使存在减缓 HCA 形成的掺杂剂也需要增强离子释放的 BGs,以及具有特殊性质的 BGs,例如具有潜在杀菌活性的含 TiO2 BGs。意义说明:生物活性玻璃(BGs)通过溶解并在其表面形成羟基碳酸盐磷灰石(HCA)与骨骼结合,可应用于医学和牙科领域。生物活性玻璃的网络连通性会影响其溶解速度,进而影响 HCA 的形成。虽然溶液凝胶法(溶胶-凝胶法)通常用于生产 BG,但溶胶凝胶合成参数对 HCA 形成的影响仍有待探索。我们研究了合成参数(水与氧化碱之比 (Rw)、催化剂和掺杂离子,尤其是钛)、BG 网络连通性和 HCA 形成之间的关系。我们发现,在使用任何催化剂的情况下,Rw 的增加都会促进 HCA 的形成,尤其是在具有高网络连通性的玻璃中。有了这一认识,我们就可以针对不同的应用领域(如需要掺杂能提高网络连通性的离子的应用领域)定制玻璃纤维合成方法,并填补了玻璃纤维文献中的一项重要空白。
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引用次数: 0
Automated data-driven discovery of material models based on symbolic regression: A case study on the human brain cortex 基于符号回归的材料模型自动数据驱动发现:人类大脑皮层案例研究。
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-15 DOI: 10.1016/j.actbio.2024.09.005
Jixin Hou , Xianyan Chen , Taotao Wu , Ellen Kuhl , Xianqiao Wang
We introduce a data-driven framework to automatically identify interpretable and physically meaningful hyperelastic constitutive models from sparse data. Leveraging symbolic regression, our approach generates elegant hyperelastic models that achieve accurate data fitting with parsimonious mathematic formulas, while strictly adhering to hyperelasticity constraints such as polyconvexity/ellipticity. Our investigation spans three distinct hyperelastic models—invariant-based, principal stretch-based, and normal strain-based—and highlights the versatility of symbolic regression. We validate our new approach using synthetic data from five classic hyperelastic models and experimental data from the human brain cortex to demonstrate algorithmic efficacy. Our results suggest that our symbolic regression algorithms robustly discover accurate models with succinct mathematic expressions in invariant-based, stretch-based, and strain-based scenarios. Strikingly, the strain-based model exhibits superior accuracy, while both stretch-based and strain-based models effectively capture the nonlinearity and tension-compression asymmetry inherent to the human brain tissue. Polyconvexity/ellipticity assessment affirm the rigorous adherence to convexity requirements both within and beyond the training regime. However, the stretch-based models raise concerns regarding potential convexity loss under large deformations. The evaluation of predictive capabilities demonstrates remarkable interpolation capabilities for all three models and acceptable extrapolation performance for stretch-based and strain-based models. Finally, robustness tests on noise-embedded data underscore the reliability of our symbolic regression algorithms. Our study confirms the applicability and accuracy of symbolic regression in the automated discovery of isotropic hyperelastic models for the human brain and gives rise to a wide variety of applications in other soft matter systems.

Statement of significance

Our research introduces a pioneering data-driven framework that revolutionizes the automated identification of hyperelastic constitutive models, particularly in the context of soft matter systems such as the human brain. By harnessing the power of symbolic regression, we have unlocked the ability to distill intricate physical phenomena into elegant and interpretable mathematical expressions. Our approach not only ensures accurate fitting to sparse data but also upholds crucial hyperelasticity constraints, including polyconvexity, essential for maintaining physical relevance.
我们介绍了一种数据驱动框架,用于从稀疏数据中自动识别可解释且具有物理意义的超弹性构造模型。利用符号回归,我们的方法能生成优雅的超弹性模型,这些模型能以简洁的数学公式实现精确的数据拟合,同时严格遵守多凸性/椭圆性等超弹性约束条件。我们的研究涵盖了三种不同的超弹性模型--基于不变性、基于主拉伸和基于法向应变,并突出了符号回归的多功能性。我们使用五个经典超弹性模型的合成数据和人类大脑皮层的实验数据验证了我们的新方法,以证明算法的有效性。结果表明,我们的符号回归算法在基于不变式、基于拉伸和基于应变的情况下,都能以简洁的数学表达式稳健地发现准确的模型。引人注目的是,基于应变的模型表现出更高的准确性,而基于拉伸和基于应变的模型都能有效捕捉到人类脑组织固有的非线性和拉伸-压缩不对称。多凸性/椭圆性评估肯定了在训练机制内外对凸性要求的严格遵守。然而,基于拉伸的模型引起了对大变形情况下可能出现的凸度损失的担忧。对预测能力的评估表明,所有三种模型都具有出色的内插能力,而基于拉伸和应变的模型的外推性能也是可以接受的。最后,对噪声嵌入数据的稳健性测试强调了我们的符号回归算法的可靠性。我们的研究证实了符号回归在自动发现人脑各向同性超弹性模型中的适用性和准确性,并为其他软物质系统提供了广泛的应用前景。意义说明:我们的研究引入了一个开创性的数据驱动框架,彻底改变了超弹性结构模型的自动识别,尤其是在人脑等软物质系统中。通过利用符号回归的力量,我们释放了将错综复杂的物理现象提炼成优雅、可解释的数学表达式的能力。我们的方法不仅能确保对稀疏数据的精确拟合,还能维护关键的超弹性约束,包括对保持物理相关性至关重要的多凸性。
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引用次数: 0
Nanoparticles target M2 macrophages to silence kallikrein-related peptidase 12 for the treatment of tuberculosis and drug-resistant tuberculosis 纳米颗粒以 M2 巨噬细胞为靶点,抑制凯利克瑞因相关肽酶 12,用于治疗结核病和耐药性结核病。
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-15 DOI: 10.1016/j.actbio.2024.09.026
Yuanzhi Wang, Yiduo Liu, Meizhen Long, Yuhui Dong, Lin Li, Xiangmei Zhou
Matrix metalloproteinases (MMPs) are involved in the breakdown of lung extracellular matrix and the consequent release of Mycobacterium tuberculosis into the airways. Recent studies indicate that kallikrein-related peptidase 12 (KLK12) regulate MMP-1 and MMP-9, suggesting that targeting the KLK12 gene could be a promising tuberculosis (TB) treatment. To maximise therapeutic potential, this strategy of silencing KLK12 needs to be delivered to the pathogenic cell population while preserving the immunoprotective and tissue homeostatic functions of other lung macrophages. Our research found that KLK12 is highly expressed in M2 macrophages, leading us to design mannose-based bovine serum albumin nanoparticles (MBNPs) for delivering siRNA to silence KLK12 in these cells. The results of in vitro experiments showed that MBNPs could accurately enter M2 macrophages and sustainably release KLK12-siRNA with the help of mannose and mannose receptor targeting. The results of the in vivo experiments showed that MBNPs could reach the lungs within 1 h after intraperitoneal injection and peaked at 6 h. MBNPs increased collagen fibre content in the lungs by decreasing the levels of KLK12/MMPs thereby limiting the progression of TB. Importantly, MBNPs provided greater alleviation of pulmonary TB symptoms and reduced bacterial load in both TB and drug-resistant TB models. These findings provide an alternative and effective option for the treatment of TB, especially when drug resistance occurs.

Statement of significance

RNA interference using small interfering RNA (siRNA) can target various genes and has potential for treating diseases such as tuberculosis (TB). However, siRNAs are unstable in the blood and within cells. This study presents bovine serum albumin nanoparticles encapsulating KLK12-siRNA (BNPs) synthesized via desolvation. A mannose layer was added (MBNPs) to target mannose receptors on M2 macrophages, facilitating endocytosis. The low pH-responsive MBNPs enhance lysosomal escape for siRNA delivery, downregulating the KLK12 pathway. Tests confirmed that MBNPs effectively inhibited Mycobacterium bovis proliferation, reduced granulomas, and decreased inflammation in a mouse model. This research aims to reduce antibiotic use, shorten treatment duration, and provide a novel TB treatment option.
基质金属蛋白酶(MMPs)参与肺细胞外基质的分解,并因此将结核分枝杆菌释放到气道中。最近的研究表明,凯利克雷因相关肽酶 12(KLK12)能调节 MMP-1 和 MMP-9,这表明靶向 KLK12 基因可能是一种很有前景的结核病(TB)治疗方法。为了最大限度地发挥治疗潜力,这种沉默 KLK12 的策略需要在保留其他肺巨噬细胞的免疫保护和组织平衡功能的同时,将其传递给致病细胞群。我们的研究发现,KLK12在M2巨噬细胞中高度表达,因此我们设计了甘露糖基牛血清白蛋白纳米颗粒(MBNPs),用于递送siRNA以沉默这些细胞中的KLK12。体外实验结果表明,借助甘露糖和甘露糖受体靶向作用,MBNPs能准确进入M2巨噬细胞并持续释放KLK12-siRNA。体内实验结果表明,腹腔注射 MBNPs 后 1 小时内即可到达肺部,6 小时达到峰值。MBNPs 通过降低 KLK12/MMPs 的水平增加了肺部的胶原纤维含量,从而限制了肺结核的发展。重要的是,在肺结核和耐药肺结核模型中,MBNPs 都能更大程度地缓解肺结核症状并减少细菌负荷。这些发现为结核病的治疗提供了另一种有效的选择,尤其是在出现耐药性时。意义说明:使用小干扰 RNA(siRNA)进行 RNA 干扰可针对各种基因,具有治疗结核病(TB)等疾病的潜力。然而,siRNA 在血液中和细胞内并不稳定。本研究介绍了通过脱溶合成的包裹 KLK12-siRNA 的牛血清白蛋白纳米颗粒(BNPs)。添加了甘露糖层(MBNPs),以 M2 巨噬细胞上的甘露糖受体为目标,促进内吞。低 pH 值响应的 MBNPs 可促进 siRNA 的溶酶体转运,从而下调 KLK12 通路。试验证实,在小鼠模型中,MBNPs 能有效抑制牛分枝杆菌的增殖,减少肉芽肿,减轻炎症反应。这项研究旨在减少抗生素的使用,缩短治疗时间,并提供一种新型结核病治疗方案。
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引用次数: 0
In-situ hydrogen-generating injectable short fibers for osteoarthritis treatment by alleviating oxidative stress 通过缓解氧化应激治疗骨关节炎的原位氢生成注射短纤维
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-15 DOI: 10.1016/j.actbio.2024.09.008
Libin Pang , Lei Xiang , Gang Chen , Wenguo Cui
Hydrogen (H₂) has great potential in the treatment of osteoarthritis, but its rapid diffusion and short retention time make it difficult to exert stable therapeutic effects. This study developed a short-fiber injectable material that can continuously generate hydrogen in situ to eliminate reactive oxygen species (ROS), alleviate oxidative stress and inflammation, and promote tissue repair. We prepared H–Si nanosheets with high hydrogen generation efficiency using a wet chemical exfoliation method and combined them with GelMA short fibers via electrospinning technology, achieving the in situ delivery of H–Si nanosheets and regulated hydrogen generation rate through the encapsulation and degradation of GelMA, ultimately achieving continuous and controlled hydrogen supply and stable therapeutic effects for osteoarthritis. In vitro and in vivo experiments confirmed the safety and efficacy of this material. The results showed that the material could continuously and efficiently generate hydrogen in simulated physiological environments (100 mg of material could generate 8.6 % hydrogen), effectively eliminate cellular reactive oxygen species (ROS positive rate reduced by 85.89 %), reduce cellular senescence and apoptosis (cell death rate decreased by 52 %, SA-βgal expression decreased by 78.3 %), promote normal chondrocyte function (Col II expression increased by 67.4 %, Ki67 expression increased by 87.5 %), and improve osteoarthritis in rats (OARSI score increased by 216 %). The in situ hydrogen generation and control system designed in this study provides a new method for the hydrogen's local and stable treatment of osteoarthritis.

Statement of significance

Hydrogen (H₂) has great potential in the treatment of osteoarthritis by alleviating oxidative stress, but its rapid diffusion and short retention time make it difficult to exert stable therapeutic effects. This study introduces an innovative injectable material combining H–Si nanosheets and GelMA short fibers to address this issue. By enabling continuous in situ hydrogen generation, this material effectively eliminates reactive oxygen species, reduces oxidative stress and inflammation, and promotes tissue repair. In vitro and in vivo experiments demonstrate its high hydrogen generation efficiency, safety, and therapeutic efficacy, offering a promising new approach for osteoarthritis management.
氢气(H₂)在治疗骨关节炎方面具有巨大潜力,但其扩散速度快、滞留时间短,难以发挥稳定的治疗效果。本研究开发了一种短纤维注射材料,它能在原位持续产生氢气,消除活性氧(ROS),缓解氧化应激和炎症,促进组织修复。我们采用湿化学剥离法制备了具有高产氢效率的H-Si纳米片,并通过电纺丝技术将其与GelMA短纤维相结合,实现了H-Si纳米片的原位输送,并通过GelMA的包裹和降解调节了氢气的产生速率,最终实现了对骨关节炎的持续可控供氢和稳定疗效。体外和体内实验证实了这种材料的安全性和有效性。实验结果表明,该材料可在模拟生理环境中持续、高效地产生氢气(100 毫克材料可产生 8.6% 的氢气),有效消除细胞活性氧(ROS 阳性率降低 85.89%),减少细胞衰老和凋亡(细胞死亡率降低 52%,SA-βgal 表达降低 78.3%),促进软骨细胞功能正常(Col II 表达增加 67.4%,Ki67 表达增加 87.5%),改善大鼠骨关节炎(OARSI 评分增加 216%)。本研究设计的原位制氢和控制系统为氢气局部稳定治疗骨关节炎提供了一种新方法。意义说明:氢气(H₂)可缓解氧化应激,在治疗骨关节炎方面具有巨大潜力,但其扩散速度快、滞留时间短,难以发挥稳定的治疗效果。为解决这一问题,本研究介绍了一种结合了氢硅纳米片和 GelMA 短纤维的创新注射材料。这种材料能在原位持续产生氢气,从而有效消除活性氧,减轻氧化应激和炎症反应,促进组织修复。体外和体内实验证明了它的高产氢效率、安全性和治疗效果,为骨关节炎的治疗提供了一种前景广阔的新方法。
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引用次数: 0
Engineered myovascular tissues for studies of endothelial/satellite cell interactions 用于研究内皮细胞/卫星细胞相互作用的人造血管组织
IF 9.4 1区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-10-15 DOI: 10.1016/j.actbio.2024.09.020
Torie Broer , Nick Tsintolas , Karly Purkey , Stewart Hammond , Sophia DeLuca , Tianyu Wu , Ishika Gupta , Alastair Khodabukus , Nenad Bursac
In native skeletal muscle, capillaries reside in close proximity to muscle stem cells (satellite cells, SCs) and regulate SC numbers and quiescence through partially understood mechanisms that are difficult to study in vivo. This challenge could be addressed by the development of a 3-dimensional (3D) in vitro model of vascularized skeletal muscle harboring both a pool of quiescent SCs and a robust network of capillaries. Still, studying interactions between SCs and endothelial cells (ECs) within a tissue-engineered muscle environment has been hampered by the incompatibility of commercially available EC media with skeletal muscle differentiation. In this study, we first optimized co-culture media and cellular ratios to generate highly functional vascularized human skeletal muscle tissues (“myovascular bundles”) with contractile properties (∼10 mN/mm2) equaling those of avascular, muscle-only tissues (“myobundles”). Within one week of muscle differentiation, ECs in these tissues formed a dense network of capillaries that co-aligned with muscle fibers and underwent initial lumenization. Incorporating vasculature within myobundles increased the total SC number by 82%, with SC density and quiescent signature being increased proximal (≤20μm) to EC networks. In vivo, at two weeks post-implantation into dorsal window chambers in nude mice, vascularized myobundles exhibited improved calcium handling compared to avascular implants. In summary, we engineered highly functional myovascular tissues that enable studies of the roles of EC-SC crosstalk in human muscle development, physiology, and disease.

Statement of significance

In native skeletal muscle, intricate relationships between vascular cells and muscle stem cells (“satellite cells”) play critical roles in muscle growth and regeneration. Current methods for in vitro engineering of contractile skeletal muscle do not recreate capillary networks present in vivo. Our study for the first time generates in vitro robustly vascularized, highly functional engineered human skeletal muscle tissues. Within these tissues, satellite cells are more abundant and, similar to in vivo, they are more dense and less proliferative proximal to endothelial cells. Upon implantation in mice, vascularized engineered muscles show improved calcium handling compared to muscle-only implants. We expect that this versatile in vitro system will enable studies of muscle-vasculature crosstalk in human development and disease.
在原生骨骼肌中,毛细血管紧邻肌肉干细胞(卫星细胞,SC),并通过部分难以在体内研究的机制调节SC的数量和静止状态。要解决这一难题,可以开发一种既有静止SCs池又有强大毛细血管网的三维(3D)体外血管化骨骼肌模型。然而,在组织工程肌肉环境中研究SC和内皮细胞(EC)之间的相互作用一直受到市售EC培养基与骨骼肌分化不相容的阻碍。在这项研究中,我们首先优化了共培养培养基和细胞比例,生成了高功能血管化人骨骼肌组织("肌血管束"),其收缩性能(∼10 mN/mm2)与无血管、纯肌肉组织("肌束")相当。在肌肉分化一周内,这些组织中的欧共体形成了密集的毛细血管网,与肌纤维共同排列,并进行了初步的管腔化。将血管纳入肌束后,SC总数增加了82%,SC密度和静止特征在EC网络近端(≤20μm)有所增加。在体内,与无血管植入物相比,血管化的肌束在植入裸鼠背窗腔体两周后显示出更好的钙处理能力。总之,我们设计出了高功能性肌血管组织,可用于研究EC-SC串联在人类肌肉发育、生理和疾病中的作用。意义声明:在原生骨骼肌中,血管细胞和肌肉干细胞("卫星细胞")之间错综复杂的关系在肌肉生长和再生中发挥着关键作用。目前的体外骨骼肌收缩工程方法无法再现体内的毛细血管网络。我们的研究首次在体外生成了强健的血管化、高功能的工程人体骨骼肌组织。在这些组织中,卫星细胞的数量更多,而且与体内类似,它们在内皮细胞近端更密集,增殖能力更弱。植入小鼠体内后,血管化的工程肌肉与纯肌肉植入物相比,钙处理能力得到改善。我们希望这种多功能体外系统能帮助我们研究肌肉-血管在人类发育和疾病中的相互影响。
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引用次数: 0
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Acta Biomaterialia
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