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Parameter Identification for a Four-Compartment Controller Muscle Fatigue Model. 四室控制器肌肉疲劳模型的参数辨识。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-20 DOI: 10.1115/1.4071456
Baivab Bhandari, Ritwik Rakshit, James Yang

Localized muscle fatigue arises from interacting central and peripheral mechanisms whose contributions vary with contraction intensity and joint velocity. The four-compartment controller with enhanced recovery (4CCr) model captures these processes but its practical use is limited by parameter identifiability and sensitivity to optimization settings. This study systematically evaluates the robustness of 4CCr parameters across joints, velocities, optimization algorithms, and sample-size subsets. Residual capacity (RC) is extracted from peak isometric torque across five isometric-isokinetic cycles in 32 participants, and the three unknown 4CCr parameters-baseline peripheral fatigue, baseline peripheral recovery, and velocity coefficient-are estimated using genetic algorithm (GA) and particle swarm optimization (PSO). Comprehensive GA hyperparameter sweeps and PSO validation reveal strong equifinality in recovery and velocity coefficient and unexpectedly high stability in fatigue across subjects, velocities, and solvers. Sample-size analyses (N = 10, 14, 18) further confirm that the fatigue parameter converges rapidly with increasing dataset, whereas other two parameters fluctuate substantially across datasets and therefore do not yield consistent physiological interpretations. The recovery analysis indicates that the 4CCr model reflects realistic two-phase recovery, unlike the 3CCr model which recovers rapidly. These findings demonstrate that peripheral fatigue rate is the only well-constrained parameter in the 4CCr muscle fatigue model, and that fixing fatigue parameter enables more reliable optimization of the remaining parameters. This work clarifies parameter identifiability within the 4CCr model and supports the development of a more stable, generalizable fatigue model for digital human simulations and velocity-dependent strength prediction.

局部肌肉疲劳是由中枢和外周机制相互作用引起的,其作用随收缩强度和关节速度的不同而不同。具有增强恢复(4CCr)模型的四室控制器捕获了这些过程,但其实际使用受到参数可识别性和对优化设置的敏感性的限制。本研究系统地评估了4CCr参数跨关节、速度、优化算法和样本量子集的鲁棒性。在32名参与者的5个等距-等速循环中,从峰值等距扭矩中提取剩余容量(RC),并使用遗传算法(GA)和粒子群优化(PSO)估计3个未知的4CCr参数——基线外围疲劳、基线外围恢复和速度系数。全面的GA超参数扫描和PSO验证表明,在恢复和速度系数方面具有很强的均衡性,并且在疲劳方面具有出乎意料的高稳定性,跨越受试者、速度和求解器。样本量分析(N = 10,14,18)进一步证实,疲劳参数随着数据集的增加而迅速收敛,而其他两个参数在数据集之间波动很大,因此不能产生一致的生理解释。恢复分析表明,与快速恢复的3CCr模型不同,4CCr模型反映了现实的两阶段恢复。这些结果表明,在4CCr肌肉疲劳模型中,外周疲劳率是唯一约束良好的参数,固定疲劳参数可以更可靠地优化其余参数。这项工作澄清了4CCr模型中的参数可识别性,并支持开发更稳定、更通用的疲劳模型,用于数字人体模拟和速度相关的强度预测。
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引用次数: 0
Excessive Shear Rate, Not Shear Stress, Influences Cell Mechanical Damage in Small-Bore Needle Injections. 过度剪切速率,而不是剪切应力,影响小口径针头注射中细胞的机械损伤。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-20 DOI: 10.1115/1.4071455
George Morgan, Jennifer Frattolin, Lamis Elsawah, Amelie Daudet, Daniel Watson, Nicola Contessi Negrini, Adam Celiz, James E Moore

Purpose: Cell therapies and 3D bioprinting often require suspended cells to be delivered through needles of 20-gauge and smaller. This often damages cells, affecting their short and long-term viability. Most researchers have attributed this to excessive viscous stresses encountered entering or within the needle, but the experimental evidence contradicts that, as higher viscosity suspension fluids generally yield higher cell viabilities when injected at the same flow rate. We therefore sought to determine the most relevant fluid flow parameter influencing cell mechanical damage.

Methods: A combination of reprocessing published results and cell injection experiments were conducted. Human umbilical vein endothelial cells were suspended in Newtonian fluids of varying viscosities and injected through 30-gauge syringe needles in experiments that controlled for either shear stress or shear rate.

Results: Based on evidence from injection experiments using a variety of fluids, it is shown that shear rate (a kinematic quantity) correlates better with cell viability than shear stress.

Conclusion: Knowledge that shear rate is the influential fluid mechanical parameter governing mechanical damage provides a rational basis for designing injection protocols (injectors and suspension fluid rheological properties) to maximize cell viability.

目的:细胞治疗和3D生物打印通常需要通过20号或更小的针头输送悬浮细胞。这通常会损害细胞,影响它们的短期和长期生存能力。大多数研究人员将其归因于针头内或针头内的粘性应力过大,但实验证据与此相矛盾,因为以相同的流速注射时,高粘度悬浮液通常产生更高的细胞存活率。因此,我们试图确定影响细胞机械损伤的最相关的流体流动参数。方法:采用文献再处理和细胞注射实验相结合的方法。在控制剪切应力或剪切速率的实验中,将人脐静脉内皮细胞悬浮在不同粘度的牛顿流体中,并通过30号注射器针头注射。结果:根据使用多种流体的注射实验的证据,表明剪切速率(一个运动学量)与细胞活力的相关性优于剪切应力。结论:认识剪切速率是影响机械损伤的流体力学参数,为设计注射方案(注射器和悬浮液流变特性)提供了合理的依据,以最大限度地提高细胞活力。
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引用次数: 0
Optimal Powered Ankle-Foot Prosthesis Torque Profiles to Improve Walking Performance for Individuals with a Unilateral Transtibial Amputation. 最佳动力踝关节-足假体扭矩配置以改善单侧胫骨截肢患者的行走性能。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-17 DOI: 10.1115/1.4071411
Eric Hu, Glenn Klute, Richard Neptune

Prosthetic ankle-foot devices provide valuable assistance for individuals with a unilateral transtibial amputation (TTA) to effectively engage in daily living activities, although users often experience diminished walking performance such as increased metabolic cost, knee joint loading, and dynamic balance asymmetry due to the lack of torque control from commonly prescribed passive devices. Consequently, active powered prosthetic devices have been developed; however, it is unclear how to optimally tune them. The purpose of this study was to identify the optimal ankle torque profile of a powered ankle-foot prosthesis that improves walking performance for individuals with TTA. Specifically, we used a musculoskeletal simulation-based optimization framework to optimize a powered prosthesis torque profile while emulating group averaged kinematics and ground reaction forces. We compared the metabolic cost, knee joint loading, sagittal plane dynamic balance symmetry and torque profiles across the following simulated conditions: a passive prosthesis tracking individuals with TTA walking data, a powered prosthesis tracking able-bodied walking data and a powered prosthesis that separately minimized metabolic cost, knee joint loading, and dynamic balance asymmetry. Distinct torque profiles emerged for each measure, but there was no clear trend in the positive prosthetic work performed, which suggests increased prosthetic work alone is insufficient to improve walking performance. Further analysis showed the prosthetic torque must be properly timed over the gait cycle to improve each measure. This work provides a framework for future work developing customized controllers for powered prostheses to improve various aspects of walking performance of individuals with TTA.

假肢踝足装置为单侧经胫骨截肢(TTA)患者有效参与日常生活活动提供了宝贵的帮助,尽管使用者经常会经历步行能力下降,如代谢成本增加,膝关节负荷增加,以及由于缺乏常用的被动装置的扭矩控制而导致的动态平衡不对称。因此,有源动力假肢装置已经开发出来;然而,目前尚不清楚如何优化它们。本研究的目的是确定动力踝关节-足假体的最佳踝关节扭矩分布,以改善TTA患者的行走性能。具体来说,我们使用基于肌肉骨骼模拟的优化框架来优化动力假体的扭矩分布,同时模拟组平均运动学和地面反作用力。我们在以下模拟条件下比较了代谢成本、膝关节负荷、矢状面动态平衡对称性和扭矩分布:一个被动假体跟踪个体的TTA步行数据,一个动力假体跟踪健全人的步行数据,以及一个单独最小化代谢成本、膝关节负荷和动态平衡不对称性的动力假体。每种测量都有不同的扭矩分布,但在进行的积极义肢工作中没有明显的趋势,这表明仅增加义肢工作不足以改善步行性能。进一步的分析表明,假肢扭矩必须在步态周期中适当地计时,以改善每项测量。这项工作为未来为动力假肢开发定制控制器的工作提供了一个框架,以改善TTA患者的各个方面的行走表现。
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引用次数: 0
Effects of Overcorrection on Mitigating Uncontrolled Tipping During Incisor Retraction Using Clear Aligners: Finite Element Analysis and In Vitro Experiment. 矫治过度对使用透明矫正器减少前门牙牵出时不可控倾斜的影响:有限元分析和体外实验。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-13 DOI: 10.1115/1.4071380
Jianing Wang, Niko Burger, Bo Wang, Linxia Gu, Pengfei Dong

The uncontrolled tipping in the treatment of incisor retraction with clear aligners is still compromising orthodontic treatment. Different countermeasures have been proposed to improve the predictability of aligners.This work inspected the biomechanics of the overcorrection in reducing the tipping angle and moment during incisor retraction with a clear aligner, with in-vitro experiments and finite element analysis. Specifically, the influence of angle, retraction distance, and the combination of both were assessed through in vitro experiments and the simulation. Further computational simulations were conducted to inspect the mechanical performance of clear aligners with different overcorrection angles for a fixed retraction distance of 0.15 mm. As the overcorrection angle increased from 0deg; to 1deg; and 2deg; for the clear aligner with a retraction of 0.15 mm, the tipping angle of the incisor decreased from 0.29deg; to 0.25deg; and 0.21deg;, and the tipping moment in the tooth root decreased from 13.60 N∙mm to 9.38 N∙mm and 6.27 N∙mm. However, the retraction force also decreased from 0.84 N to 0.73 N and 0.47 N, which leads to a trade-off and may result from the increased counteractive moment and decreased force exerted onto the tooth crown by the aligner. In conclusion, this study presents both the benefits and limitations of overcorrection strategies in reducing the tipping angle and moment during incisor retraction using clear aligners, providing biomechanical insight for the optimal design of clear aligners for improving treatment outcomes.

不受控制的倾斜在治疗门牙后缩与明确对准仍然危及正畸治疗。为了提高对准器的可预测性,提出了不同的对策。本文采用体外实验和有限元分析的方法,研究了使用透明矫正器减少切牙内收时倾斜角和倾斜角的生物力学作用。具体而言,通过体外实验和模拟,评估了角度、内收距离以及两者结合的影响。在固定收放距离为0.15 mm的情况下,对不同过校正角度的清瞄器进行了力学性能模拟。随着过校正角从0°开始增大;1度;和2度;对于内收0.15 mm的清牙矫正器,切牙倾斜角从0.29°减小;0.25度;和0.21度;齿根的倾翻力矩从13.60 N∙mm减小到9.38 N∙mm和6.27 N∙mm。然而,收缩力也从0.84 N下降到0.73 N和0.47 N,这是一种权衡,可能是由于矫正器施加在牙冠上的反作用力增加和力减小所致。总之,本研究提出了过度矫正策略在使用透明矫正器减少切牙内收时的倾斜角和倾斜度方面的优点和局限性,为优化设计透明矫正器以改善治疗效果提供了生物力学见解。
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引用次数: 0
An Exploratory Assessment of Associations Between Serum Estrogen to Progesterone Ratio and Anterior Cruciate Ligament Size, Biomechanics, and T2* Relaxation Time in the Porcine Model. 猪模型中血清雌激素与孕酮比值与前交叉韧带大小、生物力学和T2*松弛时间相关性的探索性评估
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-12 DOI: 10.1115/1.4071369
Jacob Thompson, Danielle Howe, Emily Griffith, Alan Conley, Sandra Shultz, Lauren Schnabel, Jeffrey Spang, Matthew Fisher

Adolescent females are at a higher risk of anterior cruciate ligament (ACL) injury than males. While prior studies have associated injury timing and menstrual cycle phase, these data are limited by indirect cycle tracking and lack of analysis on ACL structure, mechanics, or composition. Additionally, little is known about how female sex hormones influence the distinct ACL bundles. This exploratory study investigated associations between serum sex hormone concentrations and size, mechanics, and composition of the ACL and its bundles in a female adolescent pig model. Serum from nine adolescent female Yorkshire crossbreed pigs was collected pre-euthanasia and analyzed for levels of estradiol, progesterone, and testosterone. The ACL and its bundles were assessed for size via MRI, mechanics via robotic testing, and composition via biochemical and histological analyses. While individual hormone levels and the estradiol-to-progesterone (E/P) ratio had no association with most metrics, the E/P ratio was significantly associated with ACL size and T2* relaxation time. Higher E/P ratios were negatively associated with AM bundle cross-sectional area (CSA) (R2=0.44) and overall ACL volume (R2=0.49) and positively associated with PL bundle T2* relaxation time (R2=0.69, p < 0.05). Serum E/P ratio was also positively associated with normalized ACL stiffness, but there were no associations observed for tissue composition. The results of this exploratory study indicate that the ACL may be responsive to exposure to the relative concentration of female sex hormone in a bundle-specific manner.

青少年女性发生前交叉韧带(ACL)损伤的风险高于男性。虽然先前的研究将损伤时间与月经周期相关联,但这些数据受到间接周期跟踪和缺乏对前交叉韧带结构、力学或成分的分析的限制。此外,关于女性性激素如何影响不同的前交叉韧带束,我们知之甚少。本探索性研究在雌性青春期猪模型中调查血清性激素浓度与前交叉韧带及其束的大小、力学和组成之间的关系。在安乐死前收集了9头青春期雌性约克郡杂交猪的血清,分析了雌二醇、黄体酮和睾酮的水平。通过MRI评估前交叉韧带及其束的大小,通过机器人测试评估力学,通过生化和组织学分析评估组成。虽然个体激素水平和雌二醇/黄体酮(E/P)比与大多数指标无关,但E/P比与ACL大小和T2*松弛时间显著相关。较高的E/P比值与AM束横断面积(CSA) (R2=0.44)和ACL总容积(R2=0.49)呈负相关,与PL束T2*松弛时间呈正相关(R2=0.69, P < 0.05)。血清E/P比值也与规范化前交叉韧带硬度呈正相关,但与组织组成无相关性。本探索性研究的结果表明,前交叉韧带可能以束特异性的方式对暴露于相对浓度的女性性激素有反应。
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引用次数: 0
Load Transfer along Continuous Collagen Fibers Reduces the Importance of Wall Thickness Variations. 沿连续胶原纤维的负荷转移降低了壁厚变化的重要性。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-12 DOI: 10.1115/1.4071368
Yamnesh Agrawal, Masoud Zamani, James Thunes, Spandan Maiti, Anne M Robertson

The mechanical response of biological soft tissues is influenced by wall heterogeneity, including spatial variations in wall thickness. Traditional models for homogeneous soft tissues under uniaxial loading predict higher stretch and stress in thinner regions. In prior studies, the role of collagen fibers in regions of thickness transition has been largely neglected or only considered in terms of their effect on anisotropy. Here, we explore the role of collagen fibers as primary load-bearing components across regions of varying wall thickness, using a three-dimensional meso-scale model (MSM) incorporating explicit collagen fiber architecture and a gradual thickness gradient. We examined two distinct collagen fiber configurations across the thickness transition: one featuring abrupt fiber termination and another with fiber continuity. Finite element analysis (FEA) under uniaxial tension revealed that load transfer by the continuous fibers markedly reduced the importance of the change in wall thickness, with stretch differentials dropping from 20.97% (fiber-termination network) to 0.68% (continuous fibers) and stress differentials dropping from ~65% (fiber-termination network) to 2.3% (continuous fibers). Fiber tortuosity delayed the point at which mechanical response was governed by fiber structure. These findings demonstrate the critical role of fiber continuity in reducing stretch and stress gradients across regions of varying wall thickness and clarify the importance of accurately representing fiber architecture when modeling soft tissues with heterogeneous wall thickness.

生物软组织的力学响应受壁异质性的影响,包括壁厚的空间变化。传统的单轴载荷下均质软组织模型预测在较薄的区域有较高的拉伸和应力。在之前的研究中,胶原纤维在厚度过渡区域的作用在很大程度上被忽视,或者只考虑其对各向异性的影响。在这里,我们使用一个三维中尺度模型(MSM)来探讨胶原纤维作为不同壁厚区域的主要承重成分的作用,该模型包含明确的胶原纤维结构和逐渐的厚度梯度。我们检查了两种不同的胶原纤维结构在厚度转变:一种具有突然的纤维终止和另一种具有纤维连续性。单轴拉伸作用下的有限元分析(FEA)表明,连续纤维的载荷传递显著降低了壁厚变化的重要性,拉伸差从20.97%(光纤终端网络)下降到0.68%(连续纤维),应力差从~65%(光纤终端网络)下降到2.3%(连续纤维)。纤维弯曲延迟了由纤维结构控制力学响应的时间点。这些发现证明了纤维连续性在减少不同壁厚区域的拉伸和应力梯度方面的关键作用,并阐明了在模拟具有非均匀壁厚的软组织时准确表示纤维结构的重要性。
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引用次数: 0
The Journal of Biomechanical Engineering Remains Committed to Supporting Scholarship Through the Promotion of Diversity, Equity, and Inclusion. 《生物力学工程杂志》将继续致力于通过促进多样性、公平性和包容性来支持学术研究。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-01 DOI: 10.1115/1.4070720
Darryl Dickerson, Spencer E Szczesny

In light of the recent reprioritization of federal funding, the Journal of Biomechanical Engineering (JBME) reaffirms its commitment to reporting scientific excellence, advancements in knowledge, and technical innovations that benefit healthcare for everyone. Furthermore, we recognize that this commitment to excellent and rigorous science and engineering is supported by promoting diversity, equity, and inclusion, which ensures that advances in biomedical engineering address the distinct health needs of the broadest possible population. In this editorial, we highlight the recent actions that the journal has taken to support diversity and inclusion, including the appointment of Diversity Advocate positions, implementation of a double-blind review process, and publication of special issues on inclusive science and engineering. Finally, we present research and publication recommendations to the broader biomechanical engineering community that collectively embody the core principles of our field and that will lead to more equity and impact in biomechanical engineering.

鉴于最近联邦资金的重新排序,《生物力学工程杂志》重申其致力于报告科学卓越、知识进步和技术创新,使每个人都受益于医疗保健。此外,我们认识到,对优秀和严谨的科学和工程的承诺是通过促进多样性、公平和包容性来支持的,这确保了生物医学工程的进步能够满足尽可能广泛的人群的独特健康需求。在这篇社论中,我们强调了该杂志最近为支持多样性和包容性所采取的行动,包括任命多样性倡导者职位,实施双盲审查程序,以及出版包容性科学和工程特刊。最后,我们向更广泛的生物力学工程社区提出研究和出版建议,这些建议共同体现了我们领域的核心原则,这将导致生物力学工程更加公平和影响。
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引用次数: 0
Magnetic Resonance Imaging-Based Cohesive Extended Finite Element Modeling of Atypical Femoral Fracture. 基于mri的非典型股骨骨折内聚扩展有限元模型。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-01 DOI: 10.1115/1.4070711
Ashkan Sedigh, Nada Kamona, Brandon C Jones, Brian-Tinh Vu, Chet Friday, Brendan Stoeckl, Christiana L Cottrell, Alyssa Rosen, Chamith S Rajapakse, Ani Ural

Atypical femoral fracture (AFF) is a rare fracture associated with prolonged bisphosphonate (BP) treatment that occurs in the subtrochanter and midshaft of the femur. The association of AFF with BP treatment suggests alterations in femoral material properties with treatment. Femoral geometry has also been identified as a potential contributor to AFF. This study aims to demonstrate the novel integration of high-resolution magnetic resonance imaging (MRI) with cohesive extended finite element method (XFEM) to assess AFF. Using this approach, we quantified the independent contributions of femoral geometry and material property distribution to fracture resistance at the AFF site. MRI-based finite element models of female donor femurs incorporating homogeneous and specimen-specific heterogeneous material properties derived from MRI-based bone volume fraction (BVF) were evaluated. To assess the predictive capability of the models, experimental testing of the femur under stance loading was performed. Simulation results showed that when only geometrical properties of the femur were considered anterior bowing angle and neck shaft angle showed negative and positive correlations with fracture load, respectively. Fracture load increased with increasing specimen-specific means BVF. Simulation femoral stiffness and lateral strains where AFF occurs correlated significantly with experimental values. Our findings demonstrate that MRI-based cohesive XFEM can assess crack formation in AFF and highlight the need for considering both geometrical and material properties when assessing AFF risk. This study lays the foundation for MRI-based AFF assessment, which can be extended to MRI-specific measurements that cannot be quantified by other imaging modalities.

非典型股骨骨折(AFF)是一种罕见的与长时间双膦酸盐(BP)治疗相关的骨折,发生在股骨粗隆下和股骨中轴。AFF与BP治疗的关联表明治疗改变了股骨材料的特性。股骨几何形状也被认为是AFF的潜在因素。本研究旨在展示高分辨率磁共振成像(MRI)与内聚扩展有限元法(XFEM)的新型集成,以评估AFF。使用这种方法,我们量化了股骨几何形状和材料性质分布对AFF部位断裂阻力的独立贡献。基于mri的女性供体股骨有限元模型,结合基于mri的骨体积分数(BVF)的均匀和样本特异性异质材料特性进行评估。为了评估模型的预测能力,进行了站立载荷下股骨的实验测试。仿真结果表明,仅考虑股骨几何特性时,前屈角和颈轴角分别与骨折载荷呈负相关和正相关。断裂载荷随试样特异性平均BVF的增加而增加。模拟股骨刚度和发生AFF的侧应变与实验值显著相关。我们的研究结果表明,基于mri的内聚XFEM可以评估AFF中的裂纹形成,并强调在评估AFF风险时需要同时考虑几何和材料特性。本研究为基于mri的AFF评估奠定了基础,该评估可以扩展到其他成像方式无法量化的mri特异性测量。
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引用次数: 0
Age-Related Increases in Graft Tendon Size and Stiffness During Skeletal Growth Enhance Anterior Cruciate Ligament Graft Function and Joint Stability in an Early Adolescent Porcine Model. 在早期青春期猪模型中,骨骼生长过程中与年龄相关的移植物肌腱大小和刚度增加可增强前交叉韧带移植物功能和关节稳定性。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-03-01 DOI: 10.1115/1.4070647
Yukun Zhang, Kaan Gurbuz, Joshua Chavez-Arellano, Logan Opperman, Jeffrey T Spang, Matthew B Fisher

Anterior cruciate ligament (ACL) reconstruction in pediatric patients has a higher graft failure rate compared to adults. Restoring joint stability and reducing graft failure is essential. However, how graft biomechanical properties change with age and affect reconstruction outcomes remains unclear. This study investigated the biomechanical development of porcine flexor tendons across skeletal growth and evaluated how graft size and stiffness influence knee biomechanics in a pediatric porcine model. Flexor tendons (n = 57) were harvested from pigs at 0.5, 1.5, 5, and 9 months of age to measure cross-sectional area (CSA), stiffness, and failure load. ACLs in nine early adolescent porcine knees were reconstructed using both 1.5- and 5-month-old (1.5 mo and 5 mo) grafts and tested under anterior-posterior, compressive, and varus-valgus (VV) loading at 40 deg of flexion using a robotic testing system. ACL and graft forces were calculated, and in situ properties were derived from force-displacement curves. Tendon CSA, stiffness, and failure load increased with age, and stiffness associated with CSA. The CSA of 5 mo tendons was 57% greater than that of 1.5 mo tendons, but stiffness increased only 20%. ACL reconstruction with 5 mo grafts resulted in 29% less anterior-posterior tibial translation and 44% higher graft force compared to 1.5 mo grafts. In situ stiffness of 5 mo grafts was 51% higher than 1.5 mo grafts. These findings highlight the differences between tendon size and biomechanical development, which together contribute to the improvements in joint function following ACL reconstruction.

与成人相比,儿童前交叉韧带(ACL)重建的失败率更高。恢复关节稳定性和减少移植物衰竭是至关重要的。然而,移植物的生物力学特性如何随年龄变化并影响重建结果仍不清楚。本研究在儿童猪模型中研究了猪屈肌腱在骨骼生长过程中的生物力学发育,并评估了移植物大小和刚度对膝关节生物力学的影响。在0.5、1.5、5和9月龄时采集猪屈肌腱(n = 57),测量其横截面积(CSA)、刚度和破坏载荷。使用1.5个月和5个月(1.5个月和5个月)的移植物重建9只青春期早期猪膝盖的ACLs,并使用机器人系统在40度屈曲时进行前后、压缩和外翻载荷测试。交叉韧带和接枝力采用叠加原理计算,原位性能由力-位移曲线推导。肌腱CSA、刚度和破坏载荷随年龄增长而增加,刚度与CSA相关。5mo肌腱的CSA比1.5mo肌腱增加了57%,但刚度仅增加了20%。与1.5个月移植相比,5个月移植重建前交叉韧带的胫骨前后平移减少29%,移植力提高44%。5mo移植物的原位刚度比1.5mo移植物高51%。这些发现强调了肌腱大小和生物力学发育之间的差异,这些差异共同有助于ACL重建后关节功能的改善。
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引用次数: 0
Bayesian Inference Framework to Identify Skin Material Properties in vivo from Active Membranes. 从活性膜中识别皮肤材料特性的贝叶斯推理框架。
IF 1.7 4区 医学 Q4 BIOPHYSICS Pub Date : 2026-02-26 DOI: 10.1115/1.4071215
Mark Wilkinson, Khushal Goparaju, Laura Nunez-Alvarez, Craig Goergen, Andres F Arrieta, Adrian Buganza Tepole

Accurate in vivo characterization of skin mechanical properties is essential for diagnostics and treatment planning across dermatological and surgical applications. Existing noninvasive techniques are limited in capturing the nonlinear and anisotropic behavior of skin. In this work, we propose a Bayesian inference framework that leverages active membranes to induce desired deformations and infer patient-specific skin properties from a measured strain field. A finite element model of skin-membrane interaction, parameterized using the Holzapfel-Gasser-Ogden model, is used to generate strain field data under various membrane actuation conditions. To overcome the computational cost of repeated simulations required for Bayesian sampling, we construct a data-driven surrogate using principal component analysis for dimensionality reduction and Gaussian process regression for rapid evaluation. Our approach enables probabilistic inference of key skin parameters, including shear modulus, fiber stiffness, dispersion, and orientation. An advatange of the proposed method is that inference of skin biomechanics does not require direct force measurements. Rather, the method relies on known properties of active membranes (which can be tested ahead of time). The method does require strain field measurements. Through synthetic studies, we demonstrate that our method accurately recovers most model parameters even under moderate levels of spatially correlated noise, and that multi-frame or multi-membrane observations significantly enhance identifiability. These results establish the potential of active membranes as a viable platform for noninvasive, in vivo skin biomechanics assessment.

准确的体内皮肤力学特性表征是必不可少的诊断和治疗计划跨越皮肤科和外科应用。现有的非侵入性技术在捕捉皮肤的非线性和各向异性行为方面受到限制。在这项工作中,我们提出了一个贝叶斯推理框架,该框架利用活性膜来诱导所需的变形,并从测量的应变场中推断患者特定的皮肤特性。采用holzapfeld - gasser - ogden模型参数化了皮膜相互作用的有限元模型,生成了不同膜驱动条件下的应变场数据。为了克服贝叶斯抽样所需的重复模拟的计算成本,我们使用主成分分析进行降维,并使用高斯过程回归进行快速评估,构建了数据驱动的代理。我们的方法能够对关键蒙皮参数进行概率推断,包括剪切模量、纤维刚度、弥散和方向。该方法的一个优点是皮肤生物力学的推断不需要直接的力测量。相反,该方法依赖于活性膜的已知特性(可以提前测试)。该方法确实需要应变场测量。通过综合研究,我们证明,即使在中等水平的空间相关噪声下,我们的方法也能准确地恢复大多数模型参数,并且多帧或多膜观测显著提高了可识别性。这些结果确立了活性膜作为无创体内皮肤生物力学评估可行平台的潜力。
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Journal of Biomechanical Engineering-Transactions of the Asme
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