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Rapid flowing cells localization enabled by spatiotemporal manipulation of their holographic patterns. 通过对全息图案进行时空操作,实现快速流动细胞定位。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-09-10 eCollection Date: 2024-09-01 DOI: 10.1063/5.0222932
Zhengzhong Huang, Zhe Wang, Daniele Pirone, Vittorio Bianco, Lisa Miccio, Pasquale Memmolo, Liangcai Cao, Pietro Ferraro

Lab-on-a-Chip microfluidic devices present an innovative and cost-effective platform in the current trend of miniaturization and simplification of imaging flow cytometry; they are excellent candidates for high-throughput single-cell analysis. In such microfluidic platforms, cell tracking becomes a fundamental tool for investigating biophysical processes, from intracellular dynamics to the characterization of cell motility and migration. However, high-throughput and long-term cell tracking puts a high demand on the consumption of computing resources. Here, we propose a novel strategy to achieve rapid 3D cell localizations along the microfluidic channel. This method is based on the spatiotemporal manipulation of recorded holographic interference fringes, and it allows fast and precise localization of cells without performing complete holographic reconstruction. Conventional holographic tracking is typically based on the phase contrast obtained by decoupling the calculation of optical axial and transverse coordinates. Computing time and resource consumption may increase because all the frames need to be calculated in the Fourier domain. In our proposed method, the 2D transverse positions are directly located by morphological calculation based on the hologram. The complex-amplitude wavefronts are directly reconstructed by spatiotemporal phase shifting to calculate the axial position by the refocusing criterion. Only spatial calculation is considered in the proposed method. We demonstrate that the computational time of transverse tracking is only one-tenth of the conventional method, while the total computational time of the proposed method decreases up to 54% with respect to the conventional approach. The proposed approach can open the route for analyzing flow cytometry in quantitative phase microscopy assays.

在当前成像流式细胞仪微型化和简易化的趋势下,片上实验室微流体设备提供了一个创新且经济高效的平台;它们是高通量单细胞分析的绝佳选择。在这种微流控平台上,细胞追踪成为研究生物物理过程(从细胞内动力学到细胞运动和迁移表征)的基本工具。然而,高通量和长期细胞跟踪对计算资源的消耗提出了很高的要求。在此,我们提出了一种沿微流体通道实现快速三维细胞定位的新策略。这种方法基于对记录的全息干涉条纹进行时空操作,无需进行完整的全息重建即可实现快速、精确的细胞定位。传统的全息跟踪通常基于解耦计算光学轴向和横向坐标所获得的相位对比。由于所有帧都需要在傅立叶域中计算,因此计算时间和资源消耗可能会增加。在我们提出的方法中,二维横向位置是通过基于全息图的形态学计算直接定位的。复振幅波面通过时空相移直接重建,以重新聚焦准则计算轴向位置。建议的方法只考虑空间计算。我们证明,横向跟踪的计算时间仅为传统方法的十分之一,而拟议方法的总计算时间比传统方法最多减少 54%。所提出的方法可以为定量相显微检测中的流式细胞仪分析开辟道路。
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引用次数: 0
Multimodal mechano-microscopy reveals mechanical phenotypes of breast cancer spheroids in three dimensions. 多模态机械显微镜从三维角度揭示了乳腺癌球体的机械表型。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-09-09 eCollection Date: 2024-09-01 DOI: 10.1063/5.0213077
Alireza Mowla, Matt S Hepburn, Jiayue Li, Danielle Vahala, Sebastian E Amos, Liisa M Hirvonen, Rowan W Sanderson, Philip Wijesinghe, Samuel Maher, Yu Suk Choi, Brendan F Kennedy

Cancer cell invasion relies on an equilibrium between cell deformability and the biophysical constraints imposed by the extracellular matrix (ECM). However, there is little consensus on the nature of the local biomechanical alterations in cancer cell dissemination in the context of three-dimensional (3D) tumor microenvironments (TMEs). While the shortcomings of two-dimensional (2D) models in replicating in situ cell behavior are well known, 3D TME models remain underutilized because contemporary mechanical quantification tools are limited to surface measurements. Here, we overcome this major challenge by quantifying local mechanics of cancer cell spheroids in 3D TMEs. We achieve this using multimodal mechano-microscopy, integrating optical coherence microscopy-based elasticity imaging with confocal fluorescence microscopy. We observe that non-metastatic cancer spheroids show no invasion while showing increased peripheral cell elasticity in both stiff and soft environments. Metastatic cancer spheroids, however, show ECM-mediated softening in a stiff microenvironment and, in a soft environment, initiate cell invasion with peripheral softening associated with early metastatic dissemination. This exemplar of live-cell 3D mechanotyping supports that invasion increases cell deformability in a 3D context, illustrating the power of multimodal mechano-microscopy for quantitative mechanobiology in situ.

癌细胞侵袭依赖于细胞变形能力与细胞外基质(ECM)施加的生物物理约束之间的平衡。然而,对于在三维(3D)肿瘤微环境(TME)背景下癌细胞扩散过程中局部生物力学改变的性质,目前还鲜有共识。二维(2D)模型在复制原位细胞行为方面的缺陷众所周知,而三维肿瘤微环境模型仍未得到充分利用,因为当代的力学量化工具仅限于表面测量。在这里,我们通过量化三维 TME 中癌细胞球体的局部力学来克服这一重大挑战。我们利用多模态力学显微镜,将基于光学相干显微镜的弹性成像与共聚焦荧光显微镜相结合,实现了这一目标。我们观察到,非转移性癌症球体在坚硬和柔软的环境中都没有出现侵袭,同时外围细胞弹性增强。然而,转移性癌症球体在僵硬的微环境中表现出由 ECM 介导的软化,而在软环境中,细胞开始入侵,外围软化与早期转移扩散有关。这一活体细胞三维机械分型实例证明,入侵会增加细胞在三维环境中的变形能力,说明了多模态机械显微镜在原位定量机械生物学方面的强大功能。
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引用次数: 0
Single-pericyte nanomechanics measured by contraction cytometry. 通过收缩细胞仪测量单个冰细胞的纳米力学。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-08-09 eCollection Date: 2024-09-01 DOI: 10.1063/5.0213761
Md Mydul Islam, Ignas Gaska, Oluwamayokun Oshinowo, Adiya Otumala, Shashank Shekhar, Nicholas Au Yong, David R Myers

Pericytes line the microvasculature throughout the body and play a key role in regulating blood flow by constricting and dilating vessels. However, the biophysical mechanisms through which pericytes transduce microenvironmental chemical and mechanical cues to mediate vessel diameter, thereby impacting oxygen and nutrient delivery, remain largely unknown. This knowledge gap is clinically relevant as numerous diseases are associated with the aberrant contraction of pericytes, which are unusually susceptible to injury. Here, we report the development of a high-throughput hydrogel-based pericyte contraction cytometer that quantifies single-cell contraction forces from murine and human pericytes in different microvascular microenvironments and in the presence of competing vasoconstricting and vasodilating stimuli. We further show that murine pericyte survival in hypoxia is mediated by the mechanical microenvironment and that, paradoxically, pre-treating pericytes to reduce contraction increases hypoxic cell death. Moreover, using the contraction cytometer as a drug-screening tool, we found that cofilin-1 could be applied extracellularly to release murine pericytes from hypoxia-induced contractile rigor mortis and, therefore, may represent a novel approach for mitigating the long-lasting decrease in blood flow that occurs after hypoxic injury.

周细胞遍布全身的微血管,通过收缩和扩张血管在调节血流量方面发挥着关键作用。然而,周细胞传递微环境化学和机械信号以调节血管直径,从而影响氧气和营养物质输送的生物物理机制在很大程度上仍不为人所知。这一知识空白与临床相关,因为许多疾病都与周细胞的异常收缩有关,而周细胞异常容易受到损伤。在这里,我们报告了基于水凝胶的高通量周细胞收缩细胞计数器的开发情况,该计数器可量化小鼠和人类周细胞在不同微血管微环境中以及在竞争性血管收缩和血管扩张刺激下的单细胞收缩力。我们进一步发现,小鼠周细胞在缺氧环境中的存活是由机械微环境介导的,而与之矛盾的是,对周细胞进行预处理以减少收缩力会增加缺氧细胞的死亡。此外,利用收缩细胞仪作为药物筛选工具,我们发现细胞外应用 cofilin-1 可使小鼠周细胞从缺氧诱导的收缩性僵死中释放出来,因此,这可能是缓解缺氧损伤后血流长期减少的一种新方法。
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引用次数: 0
Three-dimensional matrix stiffness modulates mechanosensitive and phenotypic alterations in oral squamous cell carcinoma spheroids. 三维基质硬度可调节口腔鳞状细胞癌球的机械敏感性和表型改变。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-31 eCollection Date: 2024-09-01 DOI: 10.1063/5.0210134
Maulee Sheth, Manju Sharma, Maria Lehn, HasanAl Reza, Takanori Takebe, Vinita Takiar, Trisha Wise-Draper, Leyla Esfandiari

Extracellular biophysical cues such as matrix stiffness are key stimuli tuning cell fate and affecting tumor progression in vivo. However, it remains unclear how cancer spheroids in a 3D microenvironment perceive matrix mechanical stiffness stimuli and translate them into intracellular signals driving progression. Mechanosensitive Piezo1 and TRPV4 ion channels, upregulated in many malignancies, are major transducers of such physical stimuli into biochemical responses. Most mechanotransduction studies probing the reception of changing stiffness cues by cells are, however, still limited to 2D culture systems or cell-extracellular matrix models, which lack the major cell-cell interactions prevalent in 3D cancer tumors. Here, we engineered a 3D spheroid culture environment with varying mechanobiological properties to study the effect of static matrix stiffness stimuli on mechanosensitive and malignant phenotypes in oral squamous cell carcinoma spheroids. We find that spheroid growth is enhanced when cultured in stiff extracellular matrix. We show that the protein expression of mechanoreceptor Piezo1 and stemness marker CD44 is upregulated in stiff matrix. We also report the upregulation of a selection of genes with associations to mechanoreception, ion channel transport, extracellular matrix organization, and tumorigenic phenotypes in stiff matrix spheroids. Together, our results indicate that cancer cells in 3D spheroids utilize mechanosensitive ion channels Piezo1 and TRPV4 as means to sense changes in static extracellular matrix stiffness, and that stiffness drives pro-tumorigenic phenotypes in oral squamous cell carcinoma.

基质硬度等细胞外生物物理线索是调整细胞命运和影响体内肿瘤进展的关键刺激因素。然而,目前仍不清楚三维微环境中的癌症球体如何感知基质机械硬度刺激,并将其转化为驱动肿瘤进展的细胞内信号。在许多恶性肿瘤中上调的机械敏感性 Piezo1 和 TRPV4 离子通道是将此类物理刺激转化为生化反应的主要转换器。然而,大多数探测细胞接收硬度变化线索的机械传导研究仍局限于二维培养系统或细胞-细胞外基质模型,这些模型缺乏三维癌症肿瘤中普遍存在的主要细胞-细胞相互作用。在这里,我们设计了一种具有不同机械生物学特性的三维球形培养环境,以研究静态基质硬度刺激对口腔鳞状细胞癌球体的机械敏感性和恶性表型的影响。我们发现,在坚硬的细胞外基质中培养时,球体的生长会增强。我们发现,机械感受器 Piezo1 和干性标志物 CD44 的蛋白表达在僵硬基质中上调。我们还报告了一些与机械感受器、离子通道转运、细胞外基质组织和僵硬基质球体内肿瘤表型有关的基因的上调。总之,我们的研究结果表明,三维球体内的癌细胞利用机械敏感性离子通道 Piezo1 和 TRPV4 来感知静态细胞外基质硬度的变化,而硬度驱动了口腔鳞状细胞癌的致癌表型。
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引用次数: 0
CAR T cell infiltration and cytotoxic killing within the core of 3D breast cancer spheroids under the control of antigen sensing in microwell arrays. 在微孔阵列抗原感应的控制下,CAR T 细胞渗入三维乳腺癌球形细胞核心并发挥细胞毒性杀伤作用。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-23 eCollection Date: 2024-09-01 DOI: 10.1063/5.0207941
Youngbin Cho, Matthew S Laird, Teddi Bishop, Ruxuan Li, Dorota E Jazwinska, Elisa Ruffo, Jason Lohmueller, Ioannis K Zervantonakis

The success of chimeric antigen receptor (CAR) T cells in blood cancers has intensified efforts to develop CAR T therapies for solid cancers. In the solid tumor microenvironment, CAR T cell trafficking and suppression of cytotoxic killing represent limiting factors for therapeutic efficacy. Here, we present a microwell platform to study CAR T cell interactions with 3D breast tumor spheroids and determine predictors of anti-tumor CAR T cell function. To precisely control antigen sensing, we utilized a switchable adaptor CAR system that covalently attaches to co-administered antibody adaptors and mediates antigen recognition. Following the addition of an anti-HER2 adaptor antibody, primary human CAR T cells exhibited higher infiltration, clustering, and secretion of effector cytokines. By tracking CAR T cell killing in individual spheroids, we showed the suppressive effects of spheroid size and identified the initial CAR T cell to spheroid area ratio as a predictor of cytotoxicity. We demonstrate that larger spheroids exhibit higher hypoxia levels and are infiltrated by CAR T cells with a suppressed activation state, characterized by reduced expression of IFN-γ, TNF-α, and granzyme B. Spatiotemporal analysis revealed lower CAR T cell numbers and cytotoxicity in the spheroid core compared to the periphery. Finally, increasing CAR T cell seeding density resulted in higher CAR T cell infiltration and cancer cell elimination in the spheroid core. Our findings provide new quantitative insight into CAR T cell function within 3D cancer spheroids. Given its miniaturized nature and live imaging capabilities, our microfabricated system holds promise for screening cellular immunotherapies.

嵌合抗原受体(CAR)T 细胞在治疗血癌方面的成功,加大了开发 CAR T 疗法治疗实体瘤的力度。在实体瘤微环境中,CAR T 细胞的迁移和细胞毒性杀伤抑制是限制疗效的因素。在这里,我们提出了一种微孔平台,用于研究 CAR T 细胞与三维乳腺肿瘤球体的相互作用,并确定 CAR T 细胞抗肿瘤功能的预测因素。为了精确控制抗原感应,我们利用了一种可切换的适配器 CAR 系统,它能共价连接到共给的抗体适配器上并介导抗原识别。加入抗 HER2 适配抗体后,原代人类 CAR T 细胞表现出更高的浸润、集群和效应细胞因子分泌。通过跟踪单个球体内 CAR T 细胞的杀伤情况,我们发现了球体大小的抑制作用,并确定了初始 CAR T 细胞与球体面积的比率是细胞毒性的预测因子。时空分析表明,与外围相比,球核中的 CAR T 细胞数量和细胞毒性较低。最后,CAR T细胞播种密度的增加导致球核中CAR T细胞浸润和癌细胞清除率的增加。我们的研究结果为了解 CAR T 细胞在三维癌症球体内的功能提供了新的定量视角。鉴于其微型化特性和活体成像能力,我们的微加工系统有望用于筛选细胞免疫疗法。
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引用次数: 0
Computational modeling of the physical features that influence breast cancer invasion into adipose tissue. 对影响乳腺癌侵入脂肪组织的物理特征进行计算建模。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-03 eCollection Date: 2024-09-01 DOI: 10.1063/5.0209019
Yitong Zheng, Dong Wang, Garrett Beeghly, Claudia Fischbach, Mark D Shattuck, Corey S O'Hern

Breast cancer invasion into adipose tissue strongly influences disease progression and metastasis. The degree of cancer cell invasion into adipose tissue depends on both biochemical signaling and the mechanical properties of cancer cells, adipocytes, and other key components of adipose tissue. We model breast cancer invasion into adipose tissue using discrete element method simulations of active, cohesive spherical particles (cancer cells) invading into confluent packings of deformable polyhedra (adipocytes). We quantify the degree of invasion by calculating the interfacial area At between cancer cells and adipocytes. We determine the long-time value of At vs the activity and strength of the cohesion between cancer cells, as well as the mechanical properties of the adipocytes and extracellular matrix in which adipocytes are embedded. We show that the degree of invasion collapses onto a master curve as a function of the dimensionless energy scale Ec , which grows linearly with the cancer cell velocity persistence time and fluctuations, is inversely proportional to the system pressure, and is offset by the cancer cell cohesive energy. When E c > 1 , cancer cells will invade the adipose tissue, whereas for E c < 1 , cancer cells and adipocytes remain de-mixed. We also show that At decreases when the adipocytes are constrained by the ECM by an amount that depends on the spatial heterogeneity of the adipose tissue.

乳腺癌对脂肪组织的侵袭严重影响着疾病的进展和转移。癌细胞侵入脂肪组织的程度取决于生化信号传导以及癌细胞、脂肪细胞和脂肪组织其他关键成分的机械特性。我们使用离散元法模拟了乳腺癌侵入脂肪组织的情况,即活性、内聚性球形颗粒(癌细胞)侵入可变形多面体(脂肪细胞)的汇合包。我们通过计算癌细胞和脂肪细胞之间的界面面积 At 来量化入侵程度。我们根据癌细胞之间内聚力的活性和强度,以及脂肪细胞和脂肪细胞所在细胞外基质的机械特性,确定 At 的长期值。我们的研究表明,癌细胞的侵袭程度与无量纲能量尺度 Ec 的函数关系形成一条主曲线,Ec 与癌细胞速度持续时间和波动呈线性增长,与系统压力成反比,并被癌细胞内聚能抵消。当 E c > 1 时,癌细胞将侵入脂肪组织,而当 E c 1 时,癌细胞和脂肪细胞将保持非混合状态。我们还发现,当脂肪细胞受到 ECM 的限制时,At 会减小,减小的程度取决于脂肪组织的空间异质性。
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引用次数: 0
Mutual antagonism between CD44 and integrins in glioblastoma cell traction and migration. CD44 和整合素在胶质母细胞瘤细胞牵引和迁移中的相互拮抗作用。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-07-01 eCollection Date: 2024-09-01 DOI: 10.1063/5.0203028
Marcus D Kelly, Matthew R Pawlak, Kevin H Zhan, Ghaidan A Shamsan, Wendy R Gordon, David J Odde

Cell migration is the major driver of invasion and metastasis during cancer progression. For cells to migrate, they utilize the actin-myosin cytoskeleton and adhesion molecules, such as integrins and CD44, to generate traction forces in their environment. CD44 primarily binds to hyaluronic acid (HA) and integrins primarily bind to extracellular matrix (ECM) proteins such as collagen. However, the role of CD44 under integrin-mediated conditions and vice versa is not well known. Here, we performed traction force microscopy (TFM) on U251 cells seeded on collagen I-coated polyacrylamide gels to assess the functional mechanical relationship between integrins and CD44. Performing TFM on integrin-mediated adhesion conditions, i.e., collagen, we found that CD44KO U251 cells exerted more traction force than wild-type (WT) U251 cells. Furthermore, untreated WT and CD44-blocked WT exhibited comparable results. Conversely, in CD44-mediated adhesive conditions, integrin-blocked WT cells exerted a higher traction force than untreated WT cells. Our data suggest that CD44 and integrins have a mutually antagonistic relationship where one receptor represses the other's ability to generate traction force on its cognate substrate.

细胞迁移是癌症发展过程中侵袭和转移的主要驱动力。细胞迁移时要利用肌动蛋白-肌球蛋白细胞骨架和粘附分子(如整合素和 CD44)在其所处环境中产生牵引力。CD44 主要与透明质酸(HA)结合,而整合素主要与细胞外基质(ECM)蛋白(如胶原蛋白)结合。然而,CD44 在整合素介导条件下的作用以及反之亦然的作用尚不十分清楚。在此,我们对播种在涂有胶原 I 的聚丙烯酰胺凝胶上的 U251 细胞进行了牵引力显微镜(TFM)检查,以评估整合素与 CD44 之间的功能机械关系。在整合素介导的粘附条件(即胶原)下进行牵引力显微镜观察,我们发现 CD44KO U251 细胞比野生型(WT)U251 细胞产生更大的牵引力。此外,未经处理的 WT 细胞和 CD44 受体阻断的 WT 细胞表现出相似的结果。相反,在 CD44 介导的粘附条件下,整合素阻断的 WT 细胞比未经处理的 WT 细胞产生更大的牵引力。我们的数据表明,CD44 和整合素之间存在相互拮抗的关系,其中一种受体抑制另一种受体在其同源基质上产生牵引力的能力。
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引用次数: 0
A high throughput cell stretch device for investigating mechanobiology in vitro. 用于研究体外机械生物学的高通量细胞拉伸装置。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-06-26 eCollection Date: 2024-06-01 DOI: 10.1063/5.0206852
Stephen J P Pratt, Christopher M Plunkett, Guray Kuzu, Ton Trinh, Joshua Barbara, Paula Choconta, Doug Quackenbush, Truc Huynh, Anders Smith, S Whitney Barnes, Joel New, James Pierce, John R Walker, James Mainquist, Frederick J King, Jimmy Elliott, Scott Hammack, Rebekah S Decker

Mechanobiology is a rapidly advancing field, with growing evidence that mechanical signaling plays key roles in health and disease. To accelerate mechanobiology-based drug discovery, novel in vitro systems are needed that enable mechanical perturbation of cells in a format amenable to high throughput screening. Here, both a mechanical stretch device and 192-well silicone flexible linear stretch plate were designed and fabricated to meet high throughput technology needs for cell stretch-based applications. To demonstrate the utility of the stretch plate in automation and screening, cell dispensing, liquid handling, high content imaging, and high throughput sequencing platforms were employed. Using this system, an assay was developed as a biological validation and proof-of-concept readout for screening. A mechano-transcriptional stretch response was characterized using focused gene expression profiling measured by RNA-mediated oligonucleotide Annealing, Selection, and Ligation with Next-Gen sequencing. Using articular chondrocytes, a gene expression signature containing stretch responsive genes relevant to cartilage homeostasis and disease was identified. The possibility for integration of other stretch sensitive cell types (e.g., cardiovascular, airway, bladder, gut, and musculoskeletal), in combination with alternative phenotypic readouts (e.g., protein expression, proliferation, or spatial alignment), broadens the scope of high throughput stretch and allows for wider adoption by the research community. This high throughput mechanical stress device fills an unmet need in phenotypic screening technology to support drug discovery in mechanobiology-based disease areas.

机械生物学是一个发展迅速的领域,越来越多的证据表明,机械信号在健康和疾病中发挥着关键作用。为加速基于机械生物学的药物发现,需要新型体外系统,以适合高通量筛选的形式对细胞进行机械扰动。在此,我们设计并制造了一种机械拉伸装置和 192 孔硅胶柔性线性拉伸板,以满足基于细胞拉伸应用的高通量技术需求。为了证明拉伸板在自动化和筛选方面的实用性,我们采用了细胞分配、液体处理、高内容成像和高通量测序平台。利用该系统开发了一种检测方法,作为筛选的生物验证和概念验证读数。利用 RNA 介导的寡核苷酸退火、选择和连接以及 Next-Gen 测序技术,对基因表达进行了集中分析,从而确定了机械转录拉伸反应的特征。利用关节软骨细胞,确定了包含与软骨稳态和疾病相关的拉伸反应基因的基因表达特征。结合其他表型读数(如蛋白质表达、增殖或空间排列),可以整合其他拉伸敏感细胞类型(如心血管、气道、膀胱、肠道和肌肉骨骼),从而拓宽了高通量拉伸的范围,使研究界可以更广泛地采用。这种高通量机械应力装置满足了表型筛选技术方面尚未得到满足的需求,为基于机械生物学的疾病领域的药物发现提供了支持。
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引用次数: 0
Adsorption of monoclonal antibody fragments at the water-oil interface: A coarse-grained molecular dynamics study. 单克隆抗体片段在水油界面的吸附:粗粒度分子动力学研究。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-06-25 eCollection Date: 2024-06-01 DOI: 10.1063/5.0207959
Suman Saurabh, Li Lei, Zongyi Li, John M Seddon, Jian R Lu, Cavan Kalonia, Fernando Bresme

Monoclonal antibodies (mAbs) can undergo structural changes due to interaction with oil-water interfaces during storage. Such changes can lead to aggregation, resulting in a loss of therapeutic efficacy. Therefore, understanding the microscopic mechanism controlling mAb adsorption is crucial to developing strategies that can minimize the impact of interfaces on the therapeutic properties of mAbs. In this study, we used MARTINI coarse-grained molecular dynamics simulations to investigate the adsorption of the Fab and Fc domains of the monoclonal antibody COE3 at the oil-water interface. Our aim was to determine the regions on the protein surface that drive mAb adsorption. We also investigate the role of protein concentration on protein orientation and protrusion to the oil phase. While our structural analyses compare favorably with recent neutron reflectivity measurements, we observe some differences. Unlike the monolayer at the interface predicted by neutron reflectivity experiments, our simulations indicate the presence of a secondary diffused layer near the interface. We also find that under certain conditions, protein-oil interaction can lead to a considerable distortion in the protein structure, resulting in enhanced adsorption behavior.

单克隆抗体(mAbs)在储存过程中会因与油水界面的相互作用而发生结构变化。这种变化会导致聚集,从而失去疗效。因此,了解控制 mAb 吸附的微观机制对于开发可最大限度减少界面对 mAb 治疗特性影响的策略至关重要。在这项研究中,我们利用 MARTINI 粗粒度分子动力学模拟研究了单克隆抗体 COE3 的 Fab 和 Fc 结构域在油水界面的吸附情况。我们的目的是确定驱动 mAb 吸附的蛋白质表面区域。我们还研究了蛋白质浓度对蛋白质定向和向油相突出的作用。虽然我们的结构分析与最近的中子反射测量结果相比效果良好,但我们也观察到了一些差异。与中子反射实验所预测的界面单层不同,我们的模拟结果表明界面附近存在次生扩散层。我们还发现,在某些条件下,蛋白质与油的相互作用会导致蛋白质结构发生相当大的扭曲,从而增强吸附行为。
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引用次数: 0
Dynamic reporters for probing real-time activation of human fibroblasts from single cells to populations. 用于探测人类成纤维细胞从单细胞到群体的实时活化的动态报告器。
IF 6.6 3区 医学 Q1 ENGINEERING, BIOMEDICAL Pub Date : 2024-06-24 eCollection Date: 2024-06-01 DOI: 10.1063/5.0166152
Samantha E Cassel, Breanna M Huntington, Wilfred Chen, Pedro Lei, Stelios T Andreadis, April M Kloxin

Activation of fibroblasts is pivotal for wound healing; however, persistent activation leads to maladaptive processes and is a hallmark of fibrosis, where disease mechanisms are only partially understood. Human in vitro model systems complement in vivo animal models for both hypothesis testing and drug evaluation to improve the identification of therapeutics relevant to human disease. Despite advances, a challenge remains in understanding the dynamics of human fibroblast responses to complex microenvironment stimuli, motivating the need for more advanced tools to investigate fibrotic mechanisms. This work established approaches for assessing the temporal dynamics of these responses using genetically encoded fluorescent reporters of alpha smooth muscle actin expression, an indicator of fibroblast activation. Specifically, we created a toolset of human lung fibroblast reporter cell lines from different origins (male, female; healthy, idiopathic pulmonary fibrosis) and used three different versions of the reporter with the fluorescent protein modified to exhibit different temporal stabilities, providing temporal resolution of protein expression processes over a range of timescales. Using this toolset, we demonstrated that reporters provide insight into population shifts in response to both mechanical and biochemical cues that are not detectable by traditional end point assessments with differential responses based on cell origin. Furthermore, individual cells can also be tracked over time, with opportunities for comparison to complementary end point measurements. The establishment of this reporter toolset enables dynamic cell investigations that can be translated into more complex synthetic culture environments for elucidating disease mechanisms and evaluating therapeutics for lung fibrosis and other complex biological processes more broadly.

成纤维细胞的活化对伤口愈合至关重要;然而,持续活化会导致不适应过程,是纤维化的标志,而纤维化的疾病机理只有部分清楚。人类体外模型系统是体内动物模型的补充,可用于假设检验和药物评估,从而改进与人类疾病相关的治疗方法的鉴定。尽管取得了进展,但在理解人类成纤维细胞对复杂微环境刺激的动态反应方面仍存在挑战,因此需要更先进的工具来研究纤维化机制。这项研究利用基因编码的α平滑肌肌动蛋白表达荧光报告物(成纤维细胞活化的指标),建立了评估这些反应的时间动态的方法。具体来说,我们创建了一个来自不同来源(男性、女性;健康、特发性肺纤维化)的人肺成纤维细胞报告基因细胞系工具集,并使用了三种不同版本的报告基因,对荧光蛋白进行了修饰,使其表现出不同的时间稳定性,从而提供了一系列时间尺度上蛋白质表达过程的时间分辨率。利用这一工具集,我们证明了报告基因可以深入了解群体对机械和生化线索的反应变化,而传统的终点评估方法无法检测到这些变化,因为细胞来源不同,反应也不同。此外,还可以对单个细胞进行长期跟踪,并与补充终点测量进行比较。这种报告工具集的建立实现了动态细胞研究,可将其转化为更复杂的合成培养环境,用于阐明疾病机理,评估肺纤维化和其他更广泛的复杂生物过程的治疗方法。
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APL Bioengineering
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