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In vivo quantification of arterial active mechanics using deep learning-assisted pressure–area analysis 利用深度学习辅助压力-面积分析对动脉活动力学进行体内量化。
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-03-05 DOI: 10.1007/s10237-026-02042-0
Yuxuan Jiang, Yanping Cao

Active arterial mechanics, governed by vascular smooth muscle contraction, are critical to physiological regulation, cardiovascular disease progression, and clinical diagnosis. Although various in vivo methods have been developed to assess arterial stiffness, most cannot distinguish the contribution of smooth muscle tone; therefore, quantitative characterization of arterial activity remains challenging. In this study, we developed a pressure–area analysis framework integrating ultrasound imaging, blood pressure measurement, neural network-based segmentation of arterial cross-sectional area, and biomechanical model-driven inversion to infer active mechanical properties. A total of 233 volunteers (aged 18–65  year) were recruited to acquire cross-sectional ultrasound videos of the right common carotid artery for training the neural network. The segmentation results demonstrate good spatial and temporal performance of the neural network. We further recruited 10 additional volunteers (aged 25 ± 3  year) to perform a 1 min step test, followed by pressure–area measurements over a 30 min recovery period. Using the proposed approach, we quantified post-exercise changes in carotid arterial active mechanics relative to baseline (i.e., the resting state). Results showed that active mechanics remained elevated for approximately 15 min compared to baseline (p < 0.05), whereas systolic pressure differed significantly only within the first approximately 5 min post-exercise (p < 0.001). These results indicate a dissociation between blood pressure and smooth muscle recovery, which may offer new insight into vascular smooth muscle regulation during physiological stress.

由血管平滑肌收缩控制的活跃动脉力学对生理调节、心血管疾病进展和临床诊断至关重要。尽管已经开发了各种体内方法来评估动脉僵硬,但大多数方法无法区分平滑肌张力的贡献;因此,动脉活动的定量表征仍然具有挑战性。在这项研究中,我们开发了一个压力区域分析框架,集成了超声成像、血压测量、基于神经网络的动脉横截面积分割和生物力学模型驱动的反演,以推断主动力学特性。共招募了233名年龄在18-65岁的志愿者,获取右侧颈总动脉的横切面超声视频,用于训练神经网络。分割结果表明,神经网络具有良好的时空性能。我们进一步招募了10名额外的志愿者(年龄25±3岁)进行1分钟的步进测试,随后在30分钟的恢复期进行压力面积测量。使用该方法,我们量化了运动后颈动脉相对于基线(即静息状态)的活动力学变化。结果显示,与基线相比,活性力学升高约15分钟(p
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引用次数: 0
Mechanical characterization of human versus porcine brain tissue under large strains 大菌株下人与猪脑组织的力学特性。
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-03-05 DOI: 10.1007/s10237-025-02040-8
Nina Reiter, Sarah Nistler, Lucas Hoffmann, Lars Bräuer, Friedrich Paulsen, Silvia Budday

Due to the limited availability of human body donor brains, biomechanical testing for material parameter identification is often done on animal tissue. So far, only one study has compared human and animal brain tissue under indentation, which provides data for the small strain regime and hence is not applicable to large-strain scenarios like surgery. Here, we compare the large-strain behavior of human and porcine brain tissue from four anatomical regions (corona radiata, putamen, cerebellar white matter, and brain stem) under compression, tension, and shear. Our results from cyclic loading tests show that samples from the cerebral white matter behave similarly for both species under all loading modes, whereas samples from the cerebellar white matter are similar only under compression-tension, but not shear loading. For regions with mixed gray and white matter, we observe a softer behavior for porcine samples under all loading modes. The stress relaxation behavior is similar in both species, except for samples from the putamen. These findings indicate that porcine brain tissue can be used as an alternative for human tissue to study general tissue mechanics. However, since the porcine brain is much smaller and therefore, less brain regions can be characterized mechanically, human brain data are still needed to calibrate full brain simulation models.

由于人体供体大脑的可用性有限,材料参数识别的生物力学测试通常在动物组织上进行。到目前为止,只有一项研究比较了人类和动物在压痕下的脑组织,该研究提供了小应变情况的数据,因此不适用于手术等大应变情况。在这里,我们比较了人类和猪脑组织的四个解剖区域(辐射冠、壳核、小脑白质和脑干)在压缩、拉伸和剪切下的大应变行为。我们的循环加载试验结果表明,两种物种的大脑白质样品在所有加载模式下表现相似,而小脑白质样品仅在压缩-拉伸加载下相似,而不是剪切加载。对于灰质和白质混合的区域,我们观察到猪样品在所有加载模式下的软化行为。除了壳核样本外,这两个物种的应力松弛行为相似。这些发现表明,猪脑组织可以作为人体组织的替代品来研究一般的组织力学。然而,由于猪的大脑要小得多,因此可以机械表征的大脑区域较少,因此仍然需要人脑数据来校准全脑模拟模型。
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引用次数: 0
Determinants of hemodynamic risk in type II endoleak: a CFD study on inferior mesenteric and lumbar arteries II型内漏血流动力学风险的决定因素:肠系膜下动脉和腰椎动脉的CFD研究。
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-03-05 DOI: 10.1007/s10237-026-02043-z
Xiao Mo, Yanxia Wang, Kaixiong Qing, Feng Zhang

Type II endoleak (T2EL), the most common complication after endovascular aortic aneurysm repair (EVAR), remains a leading cause of reintervention due to persistent retrograde flow from patent inferior mesenteric artery (IMA) and lumbar arteries (LAs). The influence of specific anatomical features of these vessels on the hemodynamic environment remains poorly understood. This study evaluated two key anatomical characteristics: branch vessel count and luminal diameter. Eight post-EVAR models were constructed. Computational fluid dynamics (CFD) simulations were performed to quantify key hemodynamic parameters, including flow velocity, pressure, wall shear stress (WSS), oscillatory shear index (OSI), and relative residence time (RRT). IMA patency and an increased LA number synergistically primarily altered flow field patterns and shear stress distribution, while larger vessel diameters significantly affected flow rate, WSS directionality, and RRT. Enlarged IMA diameter combined with multiple patent LAs expanded retrograde flow regions and created high-shear-stress environments that inhibited thrombus formation, which may promote T2EL persistence and sac expansion. A risk-stratified embolization strategy was proposed: high-risk patients (IMA ≥ 2.5 mm with ≥ 2 patent LAs) should undergo embolization of IMA and LAs ≥ 2 mm; intermediate-risk (IMA 2.0–2.5 mm or ≤ 1 LA) receive IMA embolization; low-risk patients (IMA < 2.0 mm with ≤ 1 LA) require standard clinical follow-up. This study confirms that an increased number of LAs primarily alters flow field patterns and shear stress distribution within the aneurysm sac, while enlargement of branch vessel diameters elevates perfusion flow rate and pressure. These findings provide a hemodynamic basis for assessing T2EL risk.

II型内漏(T2EL)是血管内动脉瘤修复(EVAR)后最常见的并发症,由于未闭肠系膜下动脉(IMA)和腰椎动脉(LAs)持续的逆行血流,仍然是再干预的主要原因。这些血管的特定解剖特征对血流动力学环境的影响尚不清楚。本研究评估了两个关键的解剖学特征:分支血管计数和管腔直径。构建了8个evar后模型。计算流体动力学(CFD)模拟量化了关键的血流动力学参数,包括流速、压力、壁面剪切应力(WSS)、振荡剪切指数(OSI)和相对停留时间(RRT)。IMA通畅和LA数增加主要协同改变流场模式和剪切应力分布,而较大的血管直径显著影响流速、WSS方向性和RRT。增大的IMA直径联合多个专利LAs扩大了逆行血流区域,创造了抑制血栓形成的高剪切应力环境,这可能促进了T2EL的持续存在和囊腔扩张。提出了风险分层栓塞策略:高危患者(IMA≥2.5 mm,≥2个LAs)应进行IMA和LAs≥2 mm的栓塞;中危患者(IMA 2.0 ~ 2.5 mm或≤1 LA)接受IMA栓塞;低危患者(IMA
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引用次数: 0
Mechanical behaviors of an asymmetric transcatheter prosthetic valve in bicuspid aortic valve 非对称经导管人工瓣膜在二尖瓣主动脉瓣中的力学行为。
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-03-05 DOI: 10.1007/s10237-026-02048-8
Xiang Shen, Huilin Yao, Zewen He, Yue Xu, Jiahao Chen, Jianwei Gao, Yizhe Wang, Qiang Liu, Yuan Wang, Hongyu Liang

When a Transcatheter heart valve (THV) is implanted in a bicuspid aortic valve (BAV), the interventional valve may experience elliptical deformation, thereby reducing its durability. In this study, a novel Asymmetric Artificial Interventional Valve (AAIV) was designed. The deployment of the AAIV in the BAV was simulated and compared to that of a THV. The synergistic effects of the AAIV (0.1, 0.2, and 0.3) eccentricity and annulus eccentricity (0.1, 0.2, and 0.3) on the deployment of the interventional valve were studied. Besides, the influence of native leaflet calcification on the deployment of the AAIV was also studied. The results demonstrated the maximum stress of the AAIV (0.590 MPa) is 8.2% lower than that of the THV (0.643 MPa). When the AAIV eccentricity is equal to the annulus eccentricity, the stress of the prosthetic valve is the highest, representing the most unfavorable condition for the long-term durability of the prosthetic valve. Calcification of the native leaflet can increase the stress of the prosthetic valve. In addition, with the increase of annulus eccentricity, the stress of the prosthetic valve tends to increase. This study might provide insights for the design of personalized high-performance interventional valves and their rational selection in clinical practice.

当经导管心脏瓣膜(THV)植入双尖瓣主动脉瓣膜(BAV)时,介入瓣膜可能发生椭圆变形,从而降低其耐久性。本文设计了一种新型的非对称人工介入瓣膜(AAIV)。模拟了AAIV在BAV中的部署,并与THV的部署进行了比较。研究了AAIV(0.1、0.2、0.3)偏心率和环空偏心率(0.1、0.2、0.3)对介入瓣膜部署的协同效应。此外,还研究了原生小叶钙化对AAIV展开的影响。结果表明:AAIV的最大应力(0.590 MPa)比THV的最大应力(0.643 MPa)低8.2%;当AAIV偏心距等于环空偏心距时,人工瓣膜的应力最大,这对人工瓣膜的长期耐用性是最不利的。原生小叶的钙化会增加人工瓣膜的应力。此外,随着环空偏心率的增大,假体瓣膜的应力有增大的趋势。本研究可为个性化高性能介入瓣膜的设计及临床合理选择提供参考。
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引用次数: 0
Finite element modeling of inter-individual variation in soft tissue mechanical response to localized pressure 局部压力下软组织力学响应个体差异的有限元模拟。
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-03-05 DOI: 10.1007/s10237-026-02046-w
Anastasiia Simonova, Aleksei Orlov, Daphne Weihs

Pressure ulcers remain a persistent and serious complication in clinical care, often originating in deep soft tissues before becoming visible on the skin surface and leading to suffering, prolonged hospital stays, and increased healthcare costs. Individual variability in soft tissue composition and mechanical properties plays a critical role in modulating internal stress and strain distributions during prolonged loading. In this study, we used anatomically representative finite element models to investigate inter-individual differences in tissue vulnerability under localized pressure. Two multilayered models, incorporating variations in epidermal, dermal, adipose, and muscular thickness, density, and stiffness, were subjected to clinically relevant pressure magnitudes (2–10 kPa), simulating conditions associated with immobility and device-related compression. Mechanobiological metrics, including effective stress, effective strain, and percentile-based exposure thresholds, were computed to quantify internal tissue load transmission and damage risk. Model outputs revealed that high stress localized in superficial layers, while strain peaked in deeper tissues, especially adipose and muscle. Simulated reductions in tissue stiffness, reflecting age- or disease-related softening, further exacerbated internal loading, increasing stress-exposed tissue volume by up to 1.5 times and strain-exposed volume by up to 1.2 times. These results highlight the biomechanical consequences of anatomical and material variability and support the development of personalized risk assessment tools. The proposed modeling approach contributes to mechanobiology-informed strategies for pressure ulcer prevention in high-risk populations.

压疮在临床护理中仍然是一个持续和严重的并发症,通常在皮肤表面可见之前起源于深部软组织,并导致痛苦,延长住院时间和增加医疗保健费用。在长时间加载过程中,软组织组成和力学性能的个体差异在调节内应力和应变分布中起着关键作用。在这项研究中,我们使用具有解剖学代表性的有限元模型来研究局部压力下组织易损性的个体差异。两个多层模型,结合表皮、真皮、脂肪和肌肉的厚度、密度和刚度的变化,受到临床相关的压力大小(2-10 kPa),模拟与不动和设备相关的压缩相关的条件。计算力学生物学指标,包括有效应力、有效应变和基于百分位数的暴露阈值,以量化内部组织负荷传递和损伤风险。模型结果显示,高应力局限于表层,而应力在深层组织,特别是脂肪和肌肉中达到峰值。模拟的组织刚度降低,反映了年龄或疾病相关的软化,进一步加剧了内部负荷,使应力暴露的组织体积增加了1.5倍,应变暴露的组织体积增加了1.2倍。这些结果强调了解剖和材料变异的生物力学后果,并支持个性化风险评估工具的发展。提出的建模方法有助于在高风险人群中预防压疮的机械生物学知情策略。
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引用次数: 0
Effects of tight junctions on biomechanical response of blood–brain barrier under stable cavitation 稳定空化条件下紧密连接对血脑屏障生物力学响应的影响
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-03-03 DOI: 10.1007/s10237-026-02050-0
Lei Kang, Haifeng Zhu, Zhenfu Tian, Xinyue Liu, Fengping Zhu, Guohui Hu

The rising prevalence of central nervous system (CNS) diseases has imposed substantial social and economic burdens on healthcare systems. The blood–brain barrier (BBB), a highly selective physiological barrier in the CNS, severely restricts the delivery of most therapeutic agents to the brain, thereby limiting treatment efficacy. Stable cavitation of microbubbles induced by focused ultrasound (FUS) offers a promising strategy for transiently and non-invasively opening the BBB, holding significant clinical potential. However, the underlying biophysical mechanisms remain challenging for understanding, particularly the disruption of tight junctions (TJs) during stable cavitation and the mechanical responses of the BBB under long-term loading. In this study, a three-dimensional (3D) finite element simulation is conducted to model the mechanical behavior of endothelial cells and TJs using the Yeoh hyperelastic model and a modified standard linear solid (MSLS) model, respectively. This framework enables simulation of coupled interactions among oscillating bubbles, surrounding fluid, and the BBB. Numerical results reveal that stable cavitation induces pronounced periodic deformation of the BBB, with localized stress concentrations prominently occurring in TJ regions during bubble expansion. The occurrence of the flow recirculation is correlated to the stress imposing on the BBB. Compared to a linear elastic model, the present nonlinear material formulation demonstrates enhanced deformation and effectively suppressed peak shear stresses of the BBB. We find the fluid stress exerted on the BBB obtained is not large enough to lead to rupture of the TJs. Furthermore, our results indicate a typical fatigue-like feature in TJs under cyclic loading, wherein the von Mises stress is characterized by an initial softening followed by hardening. This suggests that fatigue-like behavior under long-term loading might be the dominant mechanism for the failure of TJs under stable cavitation. These findings contribute to the understanding of the biomechanical mechanisms underlying FUS-microbubble-mediated BBB opening (FUS-BBB) and provide a theoretical foundation for its application in CNS drug delivery and brain disease treatment.

中枢神经系统(CNS)疾病的流行率不断上升,给卫生保健系统带来了巨大的社会和经济负担。血脑屏障(BBB)是中枢神经系统中一种高度选择性的生理屏障,严重限制了大多数治疗药物向大脑的输送,从而限制了治疗效果。聚焦超声诱导的微泡稳定空化是一种有前途的策略,可用于短暂、无创地打开血脑屏障,具有重要的临床潜力。然而,潜在的生物物理机制仍然难以理解,特别是在稳定空化过程中紧密连接(TJs)的破坏以及长期负荷下血脑屏障的机械反应。在本研究中,我们分别使用Yeoh超弹性模型和改进的标准线性实体(MSLS)模型进行了三维(3D)有限元模拟,以模拟内皮细胞和TJs的力学行为。该框架能够模拟振荡气泡、周围流体和血脑屏障之间的耦合相互作用。数值结果表明,稳定的空化引起血脑罩明显的周期性变形,在气泡膨胀过程中,局部应力集中在TJ区域显著发生。再循环的发生与血脑屏障所受的应力有关。与线性弹性模型相比,本文提出的非线性材料公式显示出BBB的变形增强和有效抑制峰值剪切应力。我们发现施加在血脑屏障上的流体应力不足以导致TJs破裂。此外,我们的研究结果表明,在循环加载下,TJs具有典型的疲劳样特征,其中von Mises应力的特征是先软化后硬化。这表明,长期载荷下的类疲劳行为可能是TJs在稳定空化作用下失效的主要机制。这些发现有助于理解fus -微泡介导的血脑屏障打开(FUS-BBB)的生物力学机制,并为其在中枢神经系统药物传递和脑部疾病治疗中的应用提供理论基础。
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引用次数: 0
A spatial healing metric for wound healing modeling 用于伤口愈合建模的空间愈合度量
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-01-22 DOI: 10.1007/s10237-025-02029-3
Ekrem Ekici, Ahmed S. Dalaq

We propose a new healing metric for improved tracking of the wound healing process across arbitrary wound geometries. A Fickian diffusion equation with a logistic nonlinear term is solved using the open-source finite element framework FEniCSx. The model is verified and calibrated by comparing finite element simulation results with experimental data from the literature, focused on the circular rabbit ear wound. To address the limitations of fixed-threshold metrics, we introduce a spatial healing metric, (beta), which captures the average cell density across the wound domain. This metric reflects healing differences arising from geometry and variations in diffusion and mitotic parameters. Parametric sweeps over the diffusion coefficient–mitotic generation (Ds) space reveal that different parameter combinations can yield the same healing time but with quite different spatial profiles. We also study multiple wound geometries to validate the applicability of the proposed metric. Our results demonstrate that the proposed (beta) metric exposes limitations of the classical threshold-based approach, particularly under conditions of high diffusion and low mitotic generation, where traditional metrics suggest full healing despite spatial discrepancies in cell density.

我们提出了一种新的愈合指标,以改善伤口愈合过程的跟踪任意伤口几何形状。利用开源有限元框架FEniCSx,求解了一类具有逻辑非线性项的菲克扩散方程。将有限元模拟结果与文献实验数据进行对比,以兔耳圆形伤口为研究对象,对模型进行了验证和标定。为了解决固定阈值度量的局限性,我们引入了一个空间愈合度量(beta),它捕获了伤口区域的平均细胞密度。这一指标反映了由几何形状和扩散和有丝分裂参数的变化引起的愈合差异。对扩散系数-有丝分裂产生(D-s)空间的参数扫描表明,不同的参数组合可以产生相同的愈合时间,但具有完全不同的空间轮廓。我们还研究了多种伤口几何形状,以验证所提出度量的适用性。我们的研究结果表明,提出的(beta)度量暴露了经典阈值方法的局限性,特别是在高扩散和低有丝分裂产生的条件下,传统度量表明尽管细胞密度存在空间差异,但完全愈合。
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引用次数: 0
Haemodynamic impact of implant materials and anastomotic angle in femoro-popliteal artery grafts 股腘动脉移植术中移植物材料和吻合角度对血流动力学的影响。
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-01-13 DOI: 10.1007/s10237-025-02037-3
Sabrina Schoenborn, Thomas Lloyd, Yogeesan Sivakumaran, Maria A. Woodruff, David F. Fletcher, Selene Pirola, Mark C. Allenby

End-to-side anastomoses are commonly utilised in peripheral arterial bypass surgery and are plagued by high rates of re-stenosis which are contributed to by non-physiological blood flow impacting the arterial and graft structures. Computational simulations can examine how patient-specific surgical decisions in bypass graft placement and material selection affect blood flow and future risk of graft restenosis. Despite graft geometry and compliance being key predictors of restenosis, current simulations of femoro-popliteal artery grafts do not consider the interaction of flowing blood with compliant vessel, graft, and suture structures. Utilising fluid–structure interaction simulations, this study examines the impact of surgical technique, such as anastomosis angle, graft material, and suture material, on blood flow and fluid–structure forces in patient-specific asymptomatic arterial tree versus side-to-end peripheral grafts for symptomatic atherosclerotic disease. To render these complex simulations numerically feasible, our pipeline uses regional suture mechanics and a pre-stress pipeline previously validated in small-scale idealised models. Our simulations found that higher anastomosis angles generate larger regions of slow and recirculating blood, characterised by non-physiologically low shear stress and high oscillatory shear index. The use of compliant graft materials reduces regions of non-physiologically high shear stress only when used in combination with compliant suture materials. Altogether, our fluid–structure interaction simulation provides patient-specific platforms for vascular surgery decisions concerning graft geometry and material.

端侧吻合常用于外周动脉搭桥手术,由于非生理性血流影响动脉和移植物结构,导致再狭窄的发生率很高。计算模拟可以检查旁路移植术中患者特异性手术决定和材料选择如何影响血流和移植物再狭窄的未来风险。尽管移植物的几何形状和顺应性是再狭窄的关键预测因素,但目前的股腘动脉移植物模拟没有考虑流动血液与顺应性血管、移植物和缝合结构的相互作用。利用流体-结构相互作用模拟,本研究检查了手术技术,如吻合角度、移植物材料和缝合材料,对患者特异性无症状动脉树与侧到端周围移植治疗症状性动脉粥样硬化疾病的血流和流体-结构力的影响。为了使这些复杂的模拟在数值上可行,我们的管道使用了区域缝合力学和先前在小规模理想模型中验证过的预应力管道。我们的模拟发现,更高的吻合角度产生更大的缓慢和再循环血液区域,其特征是非生理性的低剪切应力和高振荡剪切指数。柔顺性移植物材料的使用只有在与柔顺性缝合材料结合使用时才能减少非生理性高剪切应力区域。总之,我们的流体结构相互作用模拟为血管手术决策提供了关于移植物几何和材料的患者特定平台。
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引用次数: 0
A simple and robust method for characterizing the power-law rheology behavior of biological cells through indentations 通过压痕表征生物细胞幂律流变行为的一种简单可靠的方法。
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-01-13 DOI: 10.1007/s10237-025-02020-y
Yue Ding, Wei-Ke Yuan, Xuan-Ming Liang, Gang-Feng Wang

For biological cells, their viscoelastic properties play critical roles in both physiological and pathological processes, and indentation has emerged as a key technique to extract mechanical properties. If purely elastic behavior is assumed, the achieved elastic moduli become depth-dependent and highly scattered, underscoring the need to account for cellular viscoelasticity. However, the complexity of existing methods poses significant challenges for the practical extraction of viscoelastic parameters from standard indentations. In this work, we formulate explicit expressions describing spherical and conical indentation responses for viscoelastic cells elucidated by power-law rheology (PLR) model. Combining Lee and Radok’s approach and traditional Hertzian and Sneddon’s contact models, the relations between apparent modulus and loading time are obtained analytically, which are independent of loading velocity. Notably, the linear dependence of the normalized apparent modulus on loading time on a logarithmic scale can be utilized as a signature of the PLR behavior of cells, and its explicit expression can be directly adopted to accurately extract the viscoelastic parameters of cells. Applications of this approach to standard indentations enable robust extraction of viscoelastic parameters, with high consistency demonstrated across both virtual numerical experiments and actual experiments. This work presents a straightforward and reliable approach to accurately determine the viscoelastic properties of biological cells from standard indentations, without the need for complex fitting procedures or velocity-dependent corrections.

对于生物细胞而言,其粘弹性特性在生理和病理过程中都起着至关重要的作用,压痕技术已成为提取生物细胞力学特性的关键技术。如果假设纯弹性行为,则获得的弹性模量会变得与深度相关且高度分散,这强调了考虑细胞粘弹性的必要性。然而,现有方法的复杂性给实际提取标准压痕的粘弹性参数带来了很大的挑战。在这项工作中,我们用幂律流变(PLR)模型阐述了粘弹性细胞的球形和锥形压痕响应的显式表达式。结合Lee和Radok的方法和传统的Hertzian和Sneddon的接触模型,解析得到了表观模量与加载时间之间的关系,该关系与加载速度无关。值得注意的是,归一化视模量与加载时间在对数尺度上的线性关系可以作为细胞PLR行为的标志,其显式表达式可以直接用于准确提取细胞的粘弹性参数。将这种方法应用于标准压痕,可以鲁棒地提取粘弹性参数,在虚拟数值实验和实际实验中都证明了高一致性。这项工作提出了一种简单可靠的方法,可以从标准压痕中准确确定生物细胞的粘弹性特性,而不需要复杂的拟合程序或速度相关的校正。
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引用次数: 0
Sensitivity analysis of factors in a microfluidics CFD model of coagulation and cardiac applications 微流体CFD模型中凝血及心脏应用因素敏感性分析。
IF 2.7 3区 医学 Q2 BIOPHYSICS Pub Date : 2026-01-13 DOI: 10.1007/s10237-025-02039-1
Paolo Melidoro, Ahmed Qureshi, Steven E. Williams, Gregory Y. H. Lip, Magdalena Klis, Oleg Aslanidi, Adelaide De Vecchi

Coagulation is essential for haemostasis but can lead to harmful thrombus formation in conditions such as atrial fibrillation. Computational fluid dynamics (CFD) models that incorporate coagulation with blood flow can simulate this process, but their complexity often limits their use in clinical settings. This study focuses on fibrin formation during the peak thrombin phase, a brief but critical period in the thrombogram, and employs Gaussian Process Emulators to improve computational efficiency. A simplified coagulation model is integrated into a CFD framework and validated using data from an ex vivo experiment. Model inputs are varied within physiological ranges to train an emulator that predicts fibrin concentration and haemodynamic changes associated with thrombus development. A global sensitivity analysis (GSA) is performed to identify the relative influence of each input parameter. The model is then applied to a two-dimensional idealised representation of the left atrium (LA) to evaluate its suitability for cardiac simulations and to compare thrombus formation dynamics between small vessel and atrial flow. The model accurately captures fibrin formation in microchannels and the GSA and reveals potential mechanisms underlying thrombus growth in vessels while the LA simulation simulated various stages of thrombogenesis in the LA. The use of emulators enables efficient and precise predictions, enhancing the clinical feasibility of thrombosis modelling. These findings provide a foundation for the development of predictive tools to assess thrombus formation and stroke risk in patients.

凝血对止血至关重要,但在房颤等情况下可导致有害的血栓形成。结合凝血和血流的计算流体动力学(CFD)模型可以模拟这一过程,但其复杂性往往限制了其在临床环境中的应用。本研究主要关注凝血酶峰阶段的纤维蛋白形成,这是血栓图中短暂但关键的时期,并使用高斯过程仿真器来提高计算效率。将简化的凝血模型集成到CFD框架中,并使用离体实验数据进行验证。模型输入在生理范围内变化,以训练仿真器,预测纤维蛋白浓度和与血栓发展相关的血流动力学变化。采用全局灵敏度分析(GSA)来识别各输入参数的相对影响。然后将该模型应用于左心房(LA)的二维理想化表示,以评估其对心脏模拟的适用性,并比较小血管和心房血流之间的血栓形成动力学。该模型准确捕获了微通道和GSA中的纤维蛋白形成,并揭示了血管中血栓生长的潜在机制,而LA模拟模拟了LA中血栓形成的各个阶段。仿真器的使用可以实现高效和精确的预测,增强血栓建模的临床可行性。这些发现为开发预测工具来评估患者血栓形成和卒中风险提供了基础。
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引用次数: 0
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Biomechanics and Modeling in Mechanobiology
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