processing the single-cell shear assay imaging data

通过量化单细胞力学增强靶向癌症诊断

Studying the biophysical differences between cancerous and non-cancerous cells allows for novel diagnostic and therapeutic opportunities1. Understanding how differences in biomechanics/mechanobiology contribute to tumor progression and treatment resistance will reveal new avenues for targeted therapy and early diagnosis2.
While it is known that cancer cell mechanical properties differ from normal cells (e.g., viscoelasticity of the plasma membrane and nuclear envelope)3,4,5, robust and reproducible methods for measuring these properties in live cells are lacking6. The shear assay method is used to quantify the mechanical properties of cells by subjecting single cells to fluid shear stress and analyzing their individual responses and resistance to the applied stress3,4,5,7,8,9. Although several methods and techniques have been used to characterize the mechanical properties of single cells, these tend to affect cell material properties by i) perforating/damaging the cell membrane due to the indentation depth, complex tip geometries, or substrate stiffening associated with atomic force microscopy (AFM)10,11, ii) inducing cellular photodamage during optical trapping12,13, or iii) inducing complex stress states associated with micropipette aspiration14,15. These external effects are associated with significant uncertainties in the accuracy of cell viscoelasticity measurements6,16,17.
To address these limitations, the shear assay method described here provides a highly controllable and simple approach to simulate physiological flow in the body without affecting cellular material properties in the process. Fluid shear stresses in this assay represent mechanical stresses experienced by cells in the body either by fluids within the tumor interstitium or in the blood during circulation18,19,20. Further, these fluid stresses promote various malignant behaviors in cancer cells, including progression, migration, metastasis, and cell death19,21,22,23&#160;which vary between tumorigenic and non-tumorigenic cells. Moreover, the altered mechanical features of cancer cells (i.e., they are often &#34;softer&#34; than normal cells found within the same organ) allow them to persist in hostile tumor microenvironments, invade surrounding normal tissues, and metastasize to distant sites24,25,26. By creating a pseudo-biological environment where cells experience physiological levels of fluid shear stress, a process that is physiologically relevant and not destructive to the cell is achieved. The cellular responses to these applied fluid shear stresses allow us to characterize cell mechanical properties.
This paper provides a shear assay protocol for the extensive study of the mechanical properties and behavior of cancerous and non-cancerous cells under applied shear stress. Cells respond to external forces in an elastic and viscous manner and can therefore be idealized as a viscoelastic material3. This technique is categorized into: (i) cell culture of dispersed single cells, (ii) controlled application of fluid shear stress, (iii) in situ imaging and observation of cellular behavior (including resistance to stress and deformation), (iv) strain analysis of cells to determine the extent of deformation, and (v) characterization of the viscoelastic properties of single cells. By interrogating these mechanical properties and behaviors, complex cellular mechanobiology can be distilled to quantifiable data. A protocol outlining this method allows for the cataloging of and comparison between various malignant and non-malignant cell types. Quantifying these differences has the potential to establish diagnostic and therapeutic biomarkers.

作者聚焦：用于测定单细胞材料特性的剪切测定实验方案  

用于测定单细胞材料特性的剪切测定方案

The physical hallmarks of cancer are relatively new and exciting topics in cancer research. Our research seeks to specifically characterize the mechanical properties of both cancers and non-cancer cells to better understand the physical mechanisms by which cancer cells survive shear forces in the body and invade the immune system. Recent development in my period of research is the use of microfluidic devices and high-throughput techniques to understudy in a larger scale, cellular deformability and the viscoelastic properties of cells, and also in the identification of novel biomarkers such as the regulation of cytoskeletal proteins and extracellular matrix proteins for early cancer diagnosis.Current experimental challenges involved in this field are the complexity of the tumor microenvironment, scaling throughput, clinical translation, standardization and reproducibility, and integration of multimodal data. So, some of the significant findings I've established in this field from my past research and from my current research is that cancer cells can be distinguished from normal cells based on their responses to mechanical stressors. And the extent to which resist mechanical stressors is dependent on structural integrity, which is dictated to a reasonable extent by the presence of cytoskeletal proteins like the filamentous actin and other structural proteins within the cell.Our protocol offers a simple, repeatable, and non-destructive approach to characterize cultured cells mechanically. This is in contrast to other techniques like AFM and optical tweezers, which require a certain level of technical expertise in order to perform an experiment in a relatively low throughput. Within the use of the shear acid technique, will greatly advance the single cell mechanical characterization, and will also aid in many different cross-sectional areas such as rare disease diagnosis, personalized diagnosis and care, and monitoring single-cell drug interactions.

Watch this Scientific Journal Video about Processing the Single-Cell Shear Assay Imaging Data at JoVE.com

Processing the Single-Cell Shear Assay Imaging Data  

处理单细胞剪切测定成像数据

要使用DIC软件执行数字图像相关（DIC），请将从纯粹的测定记录中获得的图像导入DIC软件，最好是TIF文件格式。为了优化相关性，请选择微分和选项，该选项跟踪新图像相对于最后一个图像的变形。选择 31 x 31 像素、步长为 20 像素的子集大小。绘制出所选单个像元的感兴趣区域。对于不规则形状（如单元格），请使用多边形蒙版映射单元格的几何图形。选择映射单元格内的任意点以跟踪变形。映射后，选择要分析的细胞上的特定点，如细胞核或细胞质，方法是单击添加应变片并在定义的细胞边界内的点上绘制单个应变片。单击“开始”开始应变处理并获取应变与时间的数据。由于这种相关性生成的应变时间图可以导出为CSV文件，以便在MATLAB中进行进一步分析。双击或右键单击生成的应变时间图，然后选择导出数据。从纯粹的测定记录中提取的图像帧的DIC成功地产生了与蠕变应力响应兼容的应变时间数据。使用纯粹测定技术的研究结果显示，癌细胞通常比正常细胞更机械顺应，粘性更低。观察到细胞的硬度和粘度随着癌症从正常细胞状态到轻微转移状态，最后到高度转移状态的进展而降低。然而，这些细胞类型的弛豫时间没有显示出显着的变化。

processing-the-single-cell-shear-assay-imaging-data

Research

JoVE Journal

Cancer Research

Processing the Single-Cell Shear Assay Imaging Data

100 次观看.  University of Notre Dame. 要使用DIC软件执行数字图像相关（DIC），请将从纯粹的测定记录中获得的图像导入DIC软件，最好是TIF文件格式。为了优化相关性，请选择微分和选项，该选项跟踪新图像相对于最后一个图像的变形。选择 31 x 31 像素、步长为 20 像素的子集大小。绘制出所选单个像元的感兴趣区域。对于不规则形状（如单元格），请使用多边形蒙版映射单元格的几何图形。选择映射单元格...

视频: Processing the Single-Cell Shear Assay Imaging Data  

Shear Assay Protocol for the Determination of Single-Cell Material Properties

Irregular biomechanics are a hallmark of cancer biology subject to extensive study. The mechanical properties of a cell are similar to those of a material. A cell's resistance to stress and strain, its relaxation time, and its elasticity are all properties that can be derived and compared to other types of cells. Quantifying the mechanical properties of cancerous (malignant) versus normal (non-malignant) cells allows researchers to further uncover the biophysical fundamentals of this disease. While the mechanical properties of cancer cells are known to consistently differ from the mechanical properties of normal cells, a standard experimental procedure to deduce these properties from cells in culture is lacking. 
This paper outlines a procedure to quantify the mechanical properties of single cells in vitro using a fluid shear assay. The principle behind this assay involves applying fluid shear stress onto a single cell and optically monitoring the resulting cellular deformation over time. Cell mechanical properties are subsequently characterized using digital image correlation (DIC) analysis and fitting an appropriate viscoelastic model to the experimental data generated from the DIC analysis. Overall, the protocol outlined here aims to provide a more effective and targeted method for the diagnosis of difficult-to-treat cancers.

This protocol outlines the quantification of the mechanical properties of cancerous and non-cancerous cell lines in vitro. Conserved differences in the mechanics of cancerous and normal cells can act as a biomarker that may have implications in prognosis and diagnosis.

Irregular biomechanics are a hallmark of cancer biology subject to extensive study. The mechanical properties of a cell are similar to those of a ...

科研

癌症研究

Microfluidic Shear Apparatus Setup for Single-Cell Fluid Shear Assay

Begin the protocol by preparing the shear assay viscous flow media. To do so, preheat the base culture media for about 10 to 20 minutes at 60 to 70 degrees Celsius using a magnetic stir or hot plate. While continuously stirring the media, gently add methylcellulose into it to help the methylcellulose particles disperse quickly without coagulating.Allow this process to continue for approximately 15 to 24 hours to ensure a clear homogenous mix of media and cellulose. To set up the shear apparatus, attach a rubber gasket to the flow path to fasten the connection between the flow chamber and the Petri dish, and ensure a controlled uniform flow of single cells. The rubber gasket comes in different sizes depending on the desired flow profile and area of observation.Next, set up the shear assay system comprising of 60 or 100 milliliter dual syringes connected to a programmable syringe pump for infusion and withdrawal of the viscous culture media. Fill a syringe with the prepared viscous flow media and attach the filled syringe to its respective location on the syringe pump. Then, attach an empty syringe to the other syringe location on the syringe pump.Using 1/16th inch tubing and tubing connectors, connect both syringes to the flow chamber. Program the pump to infuse and withdraw a certain volume of fluid at a designated rate, and select the corresponding syringes. An example program is shown on the screen.Aspirate the cell culture media from the Petri dish to prepare for shear. Next, insert and fix the flow chamber with the rubber gasket onto the Petri dish containing the attached cells. Place the fitted microfluidic flow chamber with the cells in the dish onto an inverted microscope connected to a display monitor.The setup is now ready for applying fluid shear stress onto a single cell and optically monitoring the resulting cellular deformation.

用于单细胞流体剪切测定的微流体剪切装置设置

Performing Single-Cell Shear Assay and Imaging

To perform the Single-Cell Shear Assay Protocol, use the preassembled shear apparatus setup consisting of a fitted microfluidic flow chamber placed on a Petri dish containing the cells of interest. Place the whole setup onto an inverted microscope with high enough objective and a display monitor. Focus the microscope objective, ensuring adequate contrast and distinct cell edges.Move the microscope stage to ensure the cells are clearly visible on the display monitor and are live images. Select one cell or multiple distinct cells within the imaging or flow path of the fitted flow chamber and the Petri dish. To maintain a continuous uniform viscous media flow, select similar infusion and withdrawal rates.Ensure proper laminar flow of the fluid having Reynold's number or RE less than 100. Click Run on the shear pump to inject and withdraw the shear fluid at a continuous rate. Ensure there are no bubbles during fluid infusion.Begin recording a video by clicking Record on the software before the infused shear fluid makes contact with the cell of interest under the microscope. Continue to record for seven minutes or for the desired duration of the stress exposure or until the cell of interest shears off the bottom of the dish. Click Stop Recording on the microscope software when the run is completed as desired.The software automatically saves the images and videos which can be collected using flash drives for further analysis. Extract the images as TIFF files, preferably at one frame per second for facile analysis.

执行单细胞剪切测定和成像

To perform digital image correlation, or DIC, using the DIC software, import the images derived from the sheer assay recording to the DIC software, preferably in the TIF file format. For an optimized correlation, select the sum of differential option which tracks the deformation of a new image with respect to the last image. Select a subset size of 31 by 31 pixels with a step size of 20 pixels.Map out the region of interest for a chosen single cell. For an irregular shape, such as a cell, use a polygon mask to map out the cell's geometry. Select arbitrary points within the mapped cell to track deformation.After mapping, choose specific points on the cell, like the nucleus or cytoplasm, to be analyzed by clicking Add a Strain Gauge and drawing out individual strain gauges at points within the defined cellular boundary. Click on Start to begin the strain processing and obtain strain versus time data. The strain time plot generated as a result of this correlation can be exported as a CSV file for further analysis in MATLAB.Double click or right click on the generated strain time plot and select Export Data. DIC of image frames extracted from sheer assay recordings successfully produced strain time data compatible with the creep stress response. The results of studies using the sheer assay technique showed that cancer cells were generally more mechanically compliant and less viscous than normal cells.The stiffness and viscosities of the cells were observed to decrease with increased cancer progression from a normal cell state to a slightly metastatic state and finally to a highly metastatic state. However, the relaxation time for these cell types showed no significant variations.