flexural rigidity

抗弯刚度
  • 文章类型: Journal Article
    为了探测它的环境,飞行昆虫可控地弯曲,曲折,并通过将机械变形与感官输出耦合来操纵其触角。我们质疑昆虫触角的材料特性如何影响其性能。对四种鹰蛾物种进行了比较研究:Manducasexta,CatalpaeCeratomia,曼杜卡五号库拉塔,和Xylophanestersa。在取食时盘旋的三个鹰蛾的触角形态和一个假定为非花蜜的鹰蛾(Ceratomiacatalpa)没有根本区别,并且所有的天线都是梳状的(即,果胶),在男性中明显,但在女性中较弱。对提取的悬臂天线的自由端施加不同的重量,当天线被迫向背侧和腹侧弯曲时,我们发现了弯曲刚度的各向异性。男性触角的弯曲刚度小于女性。与喂食时盘旋的鹰蛾相比,Catalpae的弯曲刚度降低了几乎两个数量级。拉伸测试表明,雄性和雌性触角的刚度几乎相同。因此,弯曲刚度的差异可以通过触角果胶的不同形状来解释。像梳子里的刷毛,这种弯曲为天线提供了额外的刚度。我们讨论了这些发现与鹰蛾的飞行习惯有关的生物学意义。在其他昆虫群体中,天线的弯曲各向异性是预期的,但目标结果可能有所不同。我们的工作为成形纤维作为机械传感器提供了有希望的新应用。重要声明:昆虫触角充满血液,在两个基底段有肌肉的分段纤维。长末端节段无肌肉,但可以弯曲。我们对鹰蛾天线的机械性能的比较分析揭示了一个新特征:天线对弯曲的抵抗力取决于弯曲方向。我们的发现取代了传统的教科书场景,将鹰蛾触角视为刚性杆。我们表明,鹰蛾的梳状触角表现为梳子,刷毛在一起时会抵抗弯曲。弯曲阻力的这种各向异性提供了一种从未探索过的新的环境传感模式。我们发现的原理适用于其他具有非轴对称触角的昆虫。我们的工作为可以设计用于感测流动的成形纤维提供了新的应用。
    To probe its environment, the flying insect controllably flexes, twists, and maneuvers its antennae by coupling mechanical deformations with the sensory output. We question how the materials properties of insect antennae could influence their performance. A comparative study was conducted on four hawkmoth species: Manduca sexta, Ceratomia catalpae, Manduca quinquemaculata, and Xylophanes tersa. The morphology of the antennae of three hawkmoths that hover while feeding and one putatively non-nectar-feeding hawkmoth (Ceratomia catalpa) do not fundamentally differ, and all the antennae are comb-like (i.e., pectinate), markedly in males but weakly in females. Applying different weights to the free end of extracted cantilevered antennae, we discovered anisotropy in flexural rigidity when the antenna is forced to bend dorsally versus ventrally. The flexural rigidity of male antennae was less than that of females. Compared with the hawkmoths that hover while feeding, Ceratomia catalpae has almost two orders of magnitude lower flexural rigidity. Tensile tests showed that the stiffness of male and female antennae is almost the same. Therefore, the differences in flexural rigidity are explained by the distinct shapes of the antennal pectination. Like bristles in a comb, the pectinations provide extra rigidity to the antenna. We discuss the biological implications of these discoveries in relation to the flight habits of hawkmoths. Flexural anisotropy of antennae is expected in other groups of insects, but the targeted outcome may differ. Our work offers promising new applications of shaped fibers as mechanical sensors. STATEMENT OF SIGNIFICANCE: Insect antennae are blood-filled, segmented fibers with muscles in the two basal segments. The long terminal segment is muscle-free but can be flexed. Our comparative analysis of mechanical properties of hawkmoth antennae revealed a new feature: antenna resistance to bending depends on the bending direction. Our discovery replaces the conventional textbook scenario considering hawkmoth antennae as rigid rods. We showed that the pectinate antennae of hawkmoths behave as a comb in which the bristles resist bending when they come together. This anisotropy of flexural resistance offers a new mode of environmental sensing that has never been explored. The principles we found apply to other insects with non-axisymmetric antennae. Our work offers new applications for shaped fibers that could be designed to sense the flows.
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  • 文章类型: Journal Article
    北部红海(NRS)被认为是导致裂谷系统的扩展大陆地区。重力和测深数据用于估算NRS区域下方岩石圈的Moho深度和弹性厚度Te,以表征其弯曲刚度并了解其力学行为。专注于NRS的MabahissDeep,我们分析了岩石圈的抗弯刚度。观测到的长波长正布格异常归因于地壳变薄和岩石圈地幔隆升。地壳厚度从沿海地区的28公里到轴向裂谷下方的24公里不等,支持区域补偿模型而不是艾里模型。正向建模表明,解释区域布格异常的最佳模型是Te等于7km的弯曲模型,表明大陆地壳脆弱且不规则。造成这种弱点的主要因素是加热活动。鉴于地壳的弱化状态和该地区的持续扩张,NRS裂痕可能会演变成破裂,有可能导致洋壳的形成.
    The northern Red Sea (NRS) is considered an extended continental region that has resulted in a rift system. Gravity and bathymetry data were used to estimate the Moho depth and the elastic thickness Te of the lithosphere beneath the NRS region to characterize its flexural rigidity and understand its mechanical behavior. Focusing on the Mabahiss Deep in NRS, we analyzed the lithosphere\'s flexural rigidity. The observed long-wavelength positive Bouguer anomaly is attributed to crustal thinning and lithospheric mantle uplift. The crustal thickness varies from 28 km in coastal areas to 24 km beneath the axial rift, supporting a regional compensation model over the Airy model. Forward modeling suggests that the optimal model explaining the regional Bouguer anomaly is a flexural model with Te equal to 7 km, indicating a weak and irregular continental crust. The primary factor contributing to this weakness is heating activity. Given the weakened state of the crust and the ongoing extension in the region, the NRS rift could evolve into a rupture, potentially leading to the formation of oceanic crust.
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  • 文章类型: Journal Article
    背景:人指甲具有三层结构。尽管定量评估由于各种表面处理而导致的指甲可变形性的变化是有用的,很少进行研究。
    方法:研究了两种类型的表面处理-化学作用的指甲柔软剂和物理作用的指甲增强剂对人指甲变形能力的影响。通过纳米压痕测定在软化处理之前和之后的指甲样品的每个板的杨氏模量。通过在涂覆有增强材料的聚乙烯片材上进行三点弯曲试验来测定增强材料的杨氏模量。
    结果:杨氏模量从顶板随着软化处理时间依次下降,和指甲样品的弯曲变形的结构弹性(SEB),它表示与弯曲变形无关的变形能力,治疗6小时后下降到60%。钉加固件的杨氏模量为244.5MPa,小于指甲SEB的10%。当指甲增强剂应用于指甲表面时,SEB下降到73%,而抗弯刚度增加到117%。
    结论:成功定量评估了各种软化和硬化表面处理引起的指甲变形能力的变化。
    BACKGROUND: The human nail has a three-layered structure. Although it would be useful to quantitatively evaluate the changes in deformability of the nail due to various surface treatments, few studies have been conducted.
    METHODS: The effects of two types of surface treatment-a chemically acting nail softener and a physically acting nail strengthener-on the deformability of human fingernails were investigated. The Young\'s modulus of each plate of the nail samples before and after softening treatment was determined by nanoindentation. The Young\'s modulus of the strengthener was determined by conducting a three-point bending test on a polyethylene sheet coated with the strengthener.
    RESULTS: Young\'s modulus decreased in order from the top plate against the softening treatment time, and the structural elasticity for bending deformation (SEB) of the nail sample, which expresses the deformability against bending deformation independent of its external dimensions, decreased to 60% after 6 h of treatment. The Young\'s modulus of the nail strengthener was 244.5 MPa, which is less than 10% of the SEB of the nail. When the nail strengthener was applied to the nail surface, the SEB decreased to 73%, whereas the flexural rigidity increased to 117%.
    CONCLUSIONS: Changes in nail deformability caused by various surface treatments for softening and hardening were quantitatively evaluated successfully.
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  • 文章类型: Journal Article
    背景:全髋关节置换术(THA)中的模块化连接具有手术优势,但是由于头-杆界面的微动,可能会导致植入物微动和腐蚀。先前的研究暗示较低的抗弯刚度是THA腐蚀和微动的关键促成因素,但弯曲刚度与直接组织学评估或磁共振成像(MRI)结果无关。这项研究的目的是确定THA失败患者的植入物弯曲刚度与MRI成像指标和组织病理学结果的关系。
    方法:需要翻修THA手术的患者术前接受了三维(3D)多光谱成像技术的MRI检查,以抑制金属伪影。MRI图像根据不良局部组织反应进行分级。对于每个臀部,从收回的股骨柄测量耳轴弯曲刚度,并使用半定量组织学检索和评估假体周围组织样本。使用广义线性模型和方差分析来评估弯曲刚度与MRI和组织学结果之间的关联。
    结果:共检索到106个THA茎(46名女性和60名男性,年龄:68岁(范围,60至73岁)。植入长度(LOI)调整后,弯曲刚度与组织学无菌性淋巴细胞显性血管炎相关病变(ALVAL)严重程度呈负相关(β=-26.27,P=0.018),Fujishiro淋巴细胞分级(β=-13.4,P=0.039),血管周围淋巴细胞层(β=-17.8,P=0.022),组织分级(β=-22.5,P=0.009),弥漫性滑膜炎的存在(β=-66.5,P=0.003),和淋巴聚集体的存在(β=-75.9,P=0.022)。MRI指标与弯曲刚度之间未发现关联。
    结论:在这些植入物中,耳轴硬度降低与宿主介导的不良软组织反应的组织学特征增加相关.
    BACKGROUND: Modular connections in total hip arthroplasty (THA) offer surgical advantages, but can contribute to implant fretting and corrosion due to micromotion at the head-stem interface. Previous studies implicated lower flexural rigidity as a key contributing factor to THA corrosion and fretting, but none associated flexural rigidity with direct histological evaluation or magnetic resonance imaging (MRI) outcomes. The purpose of this study was to determine how implant flexural rigidity is associated with MRI imaging metrics and histopathological outcomes in patients who have a failed THA.
    METHODS: Patients requiring revision THA surgery underwent preoperative MRIs with 3-dimensional multispectral imaging techniques to suppress metal artifacts. The MRI images were graded for adverse local tissue reactions. For each hip, trunnion flexural rigidity was measured from the retrieved femoral stem, and a periprosthetic tissue sample was retrieved and evaluated using semiquantitative histology. Generalized linear models and analyses of variance were used to assess associations between flexural rigidity and MRI and histology outcomes.
    RESULTS: A total of 106 THA stems were retrieved (46 women and 60 men, age: 68 years (range, 60 to 73 years). After adjustment for length of implantation, flexural rigidity was negatively correlated with histologic aseptic lymphocyte-dominant vasculitis-associated lesion severity (β = -26.27, P = .018), Fujishiro lymphocyte grading (β = -13.4, P = .039), perivascular lymphocyte layers (β = -17.8, P = .022), the grade of tissue organization (β = -22.5, P = .009), the presence of diffuse synovitis (β = -66.5, P = .003), and the presence of lymphoid aggregates (β = -75.9, P = .022). No association was found between MRI metrics and flexural rigidity.
    CONCLUSIONS: Among these implants, decreased trunnion stiffness was associated with increased histologic features of adverse host-mediated soft tissue reactions.
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  • 文章类型: Journal Article
    本文对用碳纤维增强聚合物(CFRP)板外部加固的木梁的弯曲性能进行了数值研究。起初,比较了线性弹性和弹塑性模型在预测裸露木梁性能方面的准确性。然后,两种建模方法(即,考虑了使用粘结区模型(CZM)的完美粘结方法和渐进损伤技术)来模拟FRP与木材之间的界面行为。这些模型根据公布的实验数据进行了验证,并确定了最准确的数值程序,随后将其用于参数研究。FRP片材的长度在梁的总长度的50%到100%之间变化。同时考虑了不同的FRP层。此外,两种加强配置的影响(即,FRP仅附着在拉伸区以及拉伸区和压缩区)的载荷-挠度响应中,抗弯强度,并考虑了抗弯刚度。结果表明,弹塑性模型比线性弹性模型在预测裸露木梁的抗弯强度和破坏模式方面更准确。此外,随着FRP长度的增加,弯曲强度的增加范围为10.3%至52.9%,而抗弯强度的进一步增加可以实现超过80%的梁的总长度的有效长度。将FRP连接到拉伸和压缩区域比仅将FRP连接到拉伸区域更有效地增强了木梁的弯曲性能。
    This paper presents a numerical investigation of the flexural behavior of timber beams externally strengthened with carbon-fiber-reinforced polymer (CFRP) sheets. At first, the accuracy of linear elastic and elastic-plastic models in predicting the behavior of bare timber beams was compared. Then, two modeling approaches (i.e., the perfect bond method and progressive damage technique using the cohesive zone model (CZM)) were considered to simulate the interfacial behavior between FRP and timber. The models were validated against published experimental data, and the most accurate numerical procedure was identified and subsequently used for a parametric study. The length of FRP sheets varied from 50% to 100% of the total length of the beam, while different FRP layers were considered. Moreover, the effects of two strengthening configurations (i.e., FRP attached in the tensile zone only and in both the tensile and compressive zones) on load-deflection response, flexural strength, and flexural rigidity were considered. The results showed that elastic-plastic models are more accurate than linear elastic models in predicting the flexural strength and failure patterns of bare timber beams. In addition, with increasing FRP length, the increase in flexural strength ranged from 10.3% to 52.9%, while no further increase in flexural strength could be achieved beyond an effective length of 80% of the total length of the beam. Attaching the FRP to both the tensile and compressive zone was more effective in enhancing the flexural properties of the timber beam than attaching the FRP to the tensile zone only.
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  • 文章类型: Journal Article
    使用弹性膜模型研究了胚胎脊索的生物力学。初始研究变化的内部压力和刚度比确定张力和几何比作为内部压力的函数,膜刚度比,和细胞包装模式。随后的三点弯曲研究确定了弯曲刚度作为内部压力的函数,配置,和取向。发现弯曲刚度与膜刚度比无关。控制细胞的数量和体积及其内部压力,细胞填料的偏心阶梯图案具有径向对称竹子图案的抗弯刚度的两倍以上。此外,发现偏心楼梯图案在侧向弯曲时的刚度是背腹弯曲时的两倍多。这表明胚胎脊索的偏心WT楼梯图案具有机械优势,具有圆形横截面的图案。
    The biomechanics of embryonic notochords are studied using an elastic membrane model. An initial study varying internal pressure and stiffness ratio determines tension and geometric ratios as a function of internal pressure, membrane stiffness ratio, and cell packing pattern. A subsequent three-point bending study determines flexural rigidity as a function of internal pressure, configuration, and orientation. Flexural rigidity is found to be independent of membrane stiffness ratio. Controlling for number and volume of cells and their internal pressure, the eccentric staircase pattern of cell packing has more than double the flexural rigidity of the radially symmetric bamboo pattern. Moreover, the eccentric staircase pattern is found to be more than twice as stiff in lateral bending than in dorsoventral bending. This suggests a mechanical advantage to the eccentric WT staircase pattern of the embryonic notochord, over patterns with round cross-section.
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  • 文章类型: Journal Article
    本研究提出了一种基于动态应变和边缘计算的简支PCI梁桥结构健康监测的创新方法。在一座桥上进行了现场静态和动态载荷测试,该桥包括带有新更换的PCI大梁的跨度和带有旧PCI大梁的多个跨度。静态和动态测试结果表明,由于劣化,旧PCI梁的抗弯刚度显着下降。提高现场监测数据传输和数据分析的效率,本研究开发了一种具有边缘计算功能的智能动态应变仪节点。在传感器节点处计算采样频率为100Hz的连续数据。在计算结果中,仅传输由最重车辆在1分钟内通过引起的最大动态应变数据。现场监测结果表明,在常规交通状况下,新PCI梁的动态应变响应小于劣化PCI梁的动态应变响应。当监测的动态应变响应有放大的趋势时,应注意桥梁的潜在预应力损失或其他劣化行为。
    This study proposes an innovative method for structural health monitoring of simply supported PCI girder bridges based on dynamic strain and edge computing. Field static and dynamic load tests were conducted on a bridge consisting of a span with newly replaced PCI girders and numerous spans with old PCI girders. Both the static and dynamic test results showed that the flexural rigidity of the old PCI girders decreased significantly due to deterioration. To improve the efficiency of on-site monitoring data transmission and data analysis, this study developed a smart dynamic strain gauge node with the function of edge computing. Continuous data with a sampling frequency of 100 Hz were computed at the sensor node. Among the computed results, only the maximum dynamic strain data caused by the passage of the heaviest vehicle within 1 min were transmitted. The on-site monitoring results indicated that under routine traffic conditions, the dynamic strain response of the new PCI girder was smaller than that of the deteriorated PCI girder. When the monitored dynamic strain response has a tendency to magnify, attention should be paid to the potential prestress loss or other deterioration behaviors of the bridge.
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  • 文章类型: Journal Article
    在陆地植物的进化过程中,已经制定了许多身体计划。植物轴的横截面几何形状和组织模式的差异会影响其弯曲刚度,扭转刚度和这两个刚度的比率,所谓的扭曲弯曲比。为了比较,我们设计了具有各种横截面几何形状和血管束图案的人造横截面,结膜或硬膜链,但这些组织的百分比是固定的。我们的数学模型允许通过考虑横截面几何形状和组织模式来计算扭曲弯曲比。将每个人造横截面放置在刚度图中,以提供有关其扭曲弯曲比的信息。在这些图表中,具有相同几何形状的人工横截面没有形成簇,而那些具有相似组织模式的人形成了以维管束为特征的簇,排列为一条中央链的结膜或硬膜,作为外围封闭的环或作为分布的单个股线。一般来说,在外围放置的束或纤维股越多,弯曲刚度就会增加。扭转刚度降低的束或股线分离得越多,而沿外围环布置的则越少。计算出的扭曲与弯曲之比介于0.85(带有中央维管束的椭圆形)和196(带有单个外周硬层股的三角形)之间。
    During the evolution of land plants many body plans have been developed. Differences in the cross-sectional geometry and tissue pattern of plant axes influence their flexural rigidity, torsional rigidity and the ratio of both of these rigidities, the so-called twist-to-bend ratio. For comparison, we have designed artificial cross-sections with various cross-sectional geometries and patterns of vascular bundles, collenchyma or sclerenchyma strands, but fixed percentages for these tissues. Our mathematical model allows the calculation of the twist-to-bend ratio by taking both cross-sectional geometry and tissue pattern into account. Each artificial cross-section was placed into a rigidity chart to provide information about its twist-to-bend ratio. In these charts, artificial cross-sections with the same geometry did not form clusters, whereas those with similar tissue patterns formed clusters characterized by vascular bundles, collenchyma or sclerenchyma arranged as one central strand, as a peripheral closed ring or as distributed individual strands. Generally, flexural rigidity increased the more the bundles or fibre strands were placed at the periphery. Torsional rigidity decreased the more the bundles or strands were separated and the less that they were arranged along a peripheral ring. The calculated twist-to-bend ratios ranged between 0.85 (ellipse with central vascular bundles) and 196 (triangle with individual peripheral sclerenchyma strands).
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  • 文章类型: Journal Article
    研究的重点是机织纺织基结构中空复合材料的设计和开发。使用E-玻璃和高韧性聚酯复丝纱线来生产各种织造结构。由粗棉(从废旧纺织品中提取的纤维)生产的纱线用于开发混合预成型品。在这项研究中,单向(UD),二维(2D),并设计和开发了三维(3D)织物预制件。Further,制造了具有具有四种不同几何形状的单层编织交联的3D编织间隔织物预成型件。将编织交联间隔结构的性能与与芯绒纱(SPY)连接的夹层结构进行了比较。此外,开发了三种不同类型的棉质劣质纱线织物结构。第一个是单向(UD),第二种是2D全废棉织物,第三种是二维混合织物,经纱中含有废棉纱,纬纱中含有玻璃复丝。UD,2D,并使用真空辅助树脂灌注技术生产了3D机织织物增强复合材料。通过在树脂施加之前将具有适当尺寸的木块插入中空空间并用特氟隆片材包裹,将间隔机织结构转化成复合材料。使用真空辅助树脂灌注技术生产间隔机织复合材料。在将增强材料从短切纤维更改为3D织物的同时,其模量和延展性大幅增加。确定了编织结构中交叉点的数量与冲击能量吸收和可成形性行为提供了极好的关联。这对包括汽车在内的许多应用都很重要,风能,海洋和航空航天。不同泡孔尺寸的蜂窝复合材料的力学表征,开口角度和壁长度表明,对于具有较小单元尺寸和较高层数的规则蜂窝结构,比压缩能量较高。保持恒定的厚度。
    The research is focused on the design and development of woven textile-based structural hollow composites. E-Glass and high tenacity polyester multifilament yarns were used to produce various woven constructions. Yarn produced from cotton shoddy (fibers extracted from waste textiles) was used to develop hybrid preforms. In this study, unidirectional (UD), two-dimensional (2D), and three-dimensional (3D) fabric preforms were designed and developed. Further, 3D woven spacer fabric preforms with single-layer woven cross-links having four different geometrical shapes were produced. The performance of the woven cross-linked spacer structure was compared with the sandwich structure connected with the core pile yarns (SPY). Furthermore, three different types of cotton shoddy yarn-based fabric structures were developed. The first is unidirectional (UD), the second is 2D all-waste cotton fabric, and the third is a 2D hybrid fabric with waste cotton yarn in the warp and glass multifilament yarn in the weft. The UD, 2D, and 3D woven fabric-reinforced composites were produced using the vacuum-assisted resin infusion technique. The spacer woven structures were converted to composites by inserting wooden blocks with an appropriate size and wrapped with a Teflon sheet into the hollow space before resin application. A vacuum-assisted resin infusion technique was used to produce spacer woven composites. While changing the reinforcement from chopped fibers to 3D fabric, its modulus and ductility increase substantially. It was established that the number of crossover points in the weave structures offered excellent association with the impact energy absorption and formability behavior, which are important for many applications including automobiles, wind energy, marine and aerospace. Mechanical characterization of honeycomb composites with different cell sizes, opening angles and wall lengths revealed that the specific compression energy is higher for regular honeycomb structures with smaller cell sizes and a higher number of layers, keeping constant thickness.
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  • 文章类型: Journal Article
    背景:微管(MT)是高度动态的管状细胞骨架细丝,对于细胞形态和细胞内运输至关重要。在体内,MTs的弯曲刚度可以根据其细胞内功能动态调节。在体外重建的MT-运动系统中,抗弯刚度影响MT滑翔行为和轨迹。尽管弯曲刚度对于生物学功能和体外应用都很重要,对MT抗弯刚度的规定没有明确的解释,许多研究的结果是矛盾的。这些差异阻碍了我们对MT抗弯刚度调节的理解,从而挑战其精确操纵。
    结果:这里,提供了对这些差异的合理解释,并开发了一种评估MT刚度的新方法。此外,揭示了MT的动力学和力学的新关系,MT的抗弯刚度随着生长速率的增加而经过三个阶段降低,它提供了一种通过调节其生长速率来设计MT抗弯刚度的方法。为了检验该方法的有效性,研究了在不同生长速率下聚合的具有不同弯曲刚度的MT的滑行性能。实验发现,使用滑动运动测定法,MT的生长速率依赖性弯曲刚度会影响集体运动中的模式形成,使用机器学习进一步验证。
    结论:我们的研究建立了一种可靠的定量方法,用于测量和设计MT弯曲刚度,以研究其对MT滑翔测定的影响,集体运动,和其他体外生物活性。关于MT的生长速率和刚度的新关系更新了当前关于MT动力学和力学的概念,并为将来研究体内MT刚度的调节机制提供了可比数据。
    BACKGROUND: Microtubules (MTs) are highly dynamic tubular cytoskeleton filaments that are essential for cellular morphology and intracellular transport. In vivo, the flexural rigidity of MTs can be dynamically regulated depending on their intracellular function. In the in vitro reconstructed MT-motor system, flexural rigidity affects MT gliding behaviors and trajectories. Despite the importance of flexural rigidity for both biological functions and in vitro applications, there is no clear interpretation of the regulation of MT flexural rigidity, and the results of many studies are contradictory. These discrepancies impede our understanding of the regulation of MT flexural rigidity, thereby challenging its precise manipulation.
    RESULTS: Here, plausible explanations for these discrepancies are provided and a new method to evaluate the MT rigidity is developed. Moreover, a new relationship of the dynamic and mechanic of MTs is revealed that MT flexural rigidity decreases through three phases with the growth rate increases, which offers a method of designing MT flexural rigidity by regulating its growth rate. To test the validity of this method, the gliding performances of MTs with different flexural rigidities polymerized at different growth rates are examined. The growth rate-dependent flexural rigidity of MTs is experimentally found to influence the pattern formation in collective motion using gliding motility assay, which is further validated using machine learning.
    CONCLUSIONS: Our study establishes a robust quantitative method for measurement and design of MT flexural rigidity to study its influences on MT gliding assays, collective motion, and other biological activities in vitro. The new relationship about the growth rate and rigidity of MTs updates current concepts on the dynamics and mechanics of MTs and provides comparable data for investigating the regulation mechanism of MT rigidity in vivo in the future.
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