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CN115128303A - A method for measuring Young's modulus of single cells based on atomic force nanoindentation - Google Patents

A method for measuring Young's modulus of single cells based on atomic force nanoindentation Download PDF

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CN115128303A
CN115128303A CN202110311363.7A CN202110311363A CN115128303A CN 115128303 A CN115128303 A CN 115128303A CN 202110311363 A CN202110311363 A CN 202110311363A CN 115128303 A CN115128303 A CN 115128303A
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indentation
force
cell
modulus
displacement curve
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CN115128303B (en
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王作斌
赖春燕
常泽文
曲英敏
王莹
曲凯歌
姜晓琳
宋正勋
翁占坤
许红梅
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Changchun University of Science and Technology
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Abstract

The invention discloses a method for measuring Young modulus of a single cell based on atomic force nano indentation, and belongs to the technical field of nano measurement. Respectively arranging indentation points at the central position and the edge position of the cell by using an atomic force microscope to obtain an indentation curve, reading indentation data, analyzing the indentation curve by using a Hertz model to obtain the Young modulus of each indentation depth, and obtaining the distribution condition of the cell skeleton in the cell by researching and analyzing the elastic characteristics of the central position and the edge position of the cell. The invention discloses a new method for determining an initial calculation point, which eliminates the interference of a substrate on the elastic modulus of cells and obtains more accurate Young modulus and cytoskeleton distribution.

Description

一种基于原子力纳米压痕测量单个细胞杨氏模量的方法A method for measuring Young's modulus of single cells based on atomic force nanoindentation

技术领域technical field

本发明属于纳米测量技术领域,具体涉及一种基于原子力纳米压痕测量单个细胞杨氏模量的方法。The invention belongs to the technical field of nanometer measurement, in particular to a method for measuring Young's modulus of a single cell based on atomic force nanoindentation.

背景技术Background technique

自原子力显微镜发明以来,因其样品制备简单,具有纳米级分辨率等优点,被广泛应用于生物力学工程领域,尤其是对活细胞的力学特性检测研究。细胞的生物力学特性,如细胞的弹性、黏性及刚度均为细胞的重要本质特征,与生命体的病变及生命活动关系密切。一方面,细胞力学特性的变化会直接影响到生理功能,引起疾病的发生;另一方面,疾病的发生也能导致细胞结构和力学特性的改变。细胞的力学特性影响细胞的变形、移动以及在微环境中感受外界刺激的能力,研究表明,细胞弹性的异常与疾病的发生发展有关,通过杨氏模量来量化细胞弹性,根据杨氏模量的变化,将病变细胞与正常细胞做出区分,使其成为一种生物标记,为癌症的早期诊断与治疗提供一种新思路。Since the invention of the atomic force microscope, it has been widely used in the field of biomechanical engineering, especially in the detection of the mechanical properties of living cells, due to its simple sample preparation and nanoscale resolution. The biomechanical properties of cells, such as cell elasticity, viscosity and stiffness, are important essential characteristics of cells, and are closely related to the pathological changes and life activities of living organisms. On the one hand, changes in cell mechanical properties will directly affect physiological functions and cause diseases; on the other hand, the occurrence of diseases can also lead to changes in cell structure and mechanical properties. The mechanical properties of cells affect the ability of cells to deform, move, and feel external stimuli in the microenvironment. Studies have shown that abnormal cell elasticity is related to the occurrence and development of diseases. The Young's modulus is used to quantify cell elasticity, according to the Young's modulus. The changes in the diseased cells distinguish the diseased cells from the normal cells, making it a biomarker, providing a new idea for the early diagnosis and treatment of cancer.

赫兹模型是目前分析原子力显微镜力-位移曲线最经典的模型。目前使用赫兹模型计算细胞弹性的方法主要有两点法和斜率法。2014年王哲等人对原子力显微镜压痕曲线分析方法进行了比较研究,通过比较两种基于赫兹模型的原子力显微镜力-位移曲线分析方法,发现细胞的弹性模量随着压痕深度的增加而减少,研究显示斜率法曲线的变化趋势平缓,表明斜率法能减少由于接触点判断错误引起的杨氏模量计算误差(参见王哲,郝锋涛,陈晓虎,杨周岐,丁冲,商澎.原子力显微镜压痕曲线分析方法的比较研究[J].生物医学工程学杂志,2014,31(05):1075-1079)。斜率法虽然不用寻找接触点,直接将原始数据乘方线性化得到斜率即可,但无法精确获得压痕深度,且计算过程复杂。两点法计算虽然简单,但是接触点的判定受到诸多因素影响,造成杨氏模量计算误差增大,其中主要的影响因素为起始计算点的判定,起始计算点的不准确可能导致细胞弹性的过高或过低估计。本发明介绍的计算杨氏模量的方法较现有的计算方法,在细胞上获得两个压痕深度,以较小的压痕深度作为起始计算点来获得由细胞骨架所决定的杨氏模量,计算过程简单,结果准确。The Hertz model is currently the most classic model for analyzing the force-displacement curve of AFM. At present, there are two main methods for calculating cell elasticity using the Hertzian model: the two-point method and the slope method. In 2014, Wang Zhe et al. conducted a comparative study on the AFM indentation curve analysis methods. By comparing two AFM force-displacement curve analysis methods based on the Hertz model, they found that the elastic modulus of cells increased with the increase of indentation depth. The research shows that the change trend of the slope method curve is gentle, indicating that the slope method can reduce the calculation error of Young's modulus caused by the wrong judgment of the contact point (see Wang Zhe, Hao Fengtao, Chen Xiaohu, Yang Zhouqi, Ding Chong, Shang Peng. Atomic force microscope pressure Comparative study of trace curve analysis methods[J].Journal of Biomedical Engineering,2014,31(05):1075-1079). Although the slope method does not need to find the contact point, the slope can be directly obtained by linearizing the power of the original data, but the indentation depth cannot be accurately obtained, and the calculation process is complicated. Although the calculation of the two-point method is simple, the determination of the contact point is affected by many factors, resulting in an increase in the calculation error of Young's modulus. The main influencing factor is the determination of the initial calculation point. The inaccuracy of the initial calculation point may cause cell An over- or underestimation of elasticity. Compared with the existing calculation method, the method for calculating Young's modulus introduced by the present invention obtains two indentation depths on the cell, and takes the smaller indentation depth as the starting calculation point to obtain the Young's modulus determined by the cytoskeleton. Modulus, the calculation process is simple and the result is accurate.

发明内容SUMMARY OF THE INVENTION

本发明的技术解决问题:克服现有技术的不足,提供一种基于原子力纳米压痕测量单个细胞杨氏模量的方法,解决了赫兹模型的两点法因无法判定起始计算点导致杨氏模量计算误差大的问题,利用此方法能够同时获得精确的压痕深度,来确定细胞骨架对细胞杨氏模量的影响和细胞骨架在细胞内部的分布。The technology of the present invention solves the problem: overcomes the deficiencies of the prior art, provides a method for measuring the Young's modulus of a single cell based on atomic force nano-indentation, and solves the problem that the two-point method of the Hertz model can not determine the initial calculation point and cause Young's Due to the large error of modulus calculation, this method can simultaneously obtain the accurate indentation depth to determine the influence of the cytoskeleton on the Young's modulus of the cell and the distribution of the cytoskeleton inside the cell.

本发明解决技术问题所采用的技术方案如下:(1)首先在空白基底上获取一组压痕曲线,然后分别在细胞中心位置与边缘位置以3×3阵列形式设置压痕点;(2)在同一压痕点上设置大小不同的作用力获得不同的压痕深度;(3)利用互相关算法找到细胞力-位移曲线与基底力-位移曲线相关系数较高的数据段,删除该段数据,并对其进行补偿,再将剩余的数据段延长至原来的长度,获得一条经互相关算法修正后的修正力-位移曲线;(4)利用赫兹接触模型的两点法,以小作用力获得的压痕深度作为起始计算点,分析计算细胞力-位移曲线和修正力位移曲线,得到杨氏模量随压痕深度变化的曲线图。The technical solution adopted by the present invention to solve the technical problem is as follows: (1) first obtain a set of indentation curves on a blank substrate, and then set indentation points in a 3×3 array at the cell center position and edge position respectively; (2) Set different forces on the same indentation point to obtain different indentation depths; (3) Use the cross-correlation algorithm to find the data segment with higher correlation coefficient between the cell force-displacement curve and the base force-displacement curve, and delete this segment of data , and compensate it, and then extend the remaining data segment to the original length to obtain a corrected force-displacement curve corrected by the cross-correlation algorithm; (4) Using the two-point method of the Hertz contact model, a small force The obtained indentation depth was used as the initial calculation point, and the cell force-displacement curve and the corrected force-displacement curve were analyzed and calculated to obtain a graph of Young's modulus varying with the indentation depth.

本发明采用上述技术方案后,主要有以下优点:After the present invention adopts the above-mentioned technical scheme, it mainly has the following advantages:

(1)与传统方法相比,本发明设计的方法提供了一种新的确定起始计算点的方法,避免了因为起始计算点的判定不准确而造成的杨氏模量的值过大或过小的情况;(1) Compared with the traditional method, the method designed by the present invention provides a new method for determining the initial calculation point, which avoids that the value of Young's modulus is too large due to the inaccurate determination of the initial calculation point. or too small;

(2)本发明在细胞的中心位置与边缘位置设定压痕点,通过分析细胞杨氏模量差异来判定细胞骨架在细胞中心位置与边缘位置的分布;(2) The present invention sets the indentation points at the center position and the edge position of the cell, and determines the distribution of the cytoskeleton at the center position and the edge position of the cell by analyzing the difference of the Young's modulus of the cell;

(3)本发明通过互相关算法找到了细胞力-位移曲线与基底力-位移曲线相关系数较大的部分,将其判定为基底对测量结果的影响,删除该段数据,去除了基底对测量结果的影响。(3) The present invention finds the part with a larger correlation coefficient between the cell force-displacement curve and the base force-displacement curve through the cross-correlation algorithm, and determines it as the influence of the base on the measurement result, deletes this section of data, and removes the base on the measurement. impact on results.

附图说明Description of drawings

图1为本发明提出的基于原子力纳米压痕测量单个细胞杨氏模量方法的流程图;Fig. 1 is a flowchart of a method for measuring Young's modulus of a single cell based on atomic force nanoindentation proposed by the present invention;

图2为本发明原子力显微镜获取细胞压痕曲线的原理图;2 is a schematic diagram of the cell indentation curve obtained by the atomic force microscope of the present invention;

图3为本发明所提出的基于原子力纳米压痕的杨氏模量计算方法的修正力-位移曲线的获取示意图;3 is a schematic diagram of obtaining a modified force-displacement curve of the Young's modulus calculation method based on atomic force nanoindentation proposed by the present invention;

图4为本发明通过分析力-位移曲线获得的压痕深度-杨氏模量曲线,(a)分析细胞力-位移曲线获得的压痕深度-杨氏模量曲线,(b)分析修正力-位移曲线获得的压痕深度-杨氏模量曲线;Fig. 4 is the indentation depth-Young's modulus curve obtained by analyzing the force-displacement curve of the present invention, (a) the indentation depth-Young's modulus curve obtained by analyzing the cell force-displacement curve, (b) analyzing the correction force - Indentation depth-Young's modulus curve obtained from the displacement curve;

图5为本发明在细胞中心位置与边缘位置所获得的压痕深度-杨氏模量曲线。Fig. 5 is the indentation depth-Young's modulus curve obtained at the center position and the edge position of the cell according to the present invention.

具体实施方式Detailed ways

下面结合附图,对本发明例子做进一步详细说明。The examples of the present invention will be described in further detail below with reference to the accompanying drawings.

如图1所示,为本发明的基于原子力纳米压痕测量单个细胞杨氏模量的流程图,一种基于原子力纳米压痕测量单个细胞杨氏模量的方法主要包括:(1)首先在空白基底上获取一组压痕曲线,然后分别在细胞中心位置与边缘位置以3×3阵列形式设置压痕点;(2)在同一压痕点上设置大小不同的作用力获得不同的压痕深度;(3)利用互相关算法找到细胞力-位移曲线与基底力-位移曲线相关系数较高的数据段,删除该段数据,对其进行补偿,再将剩余的数据段延长至原来的长度,获得一条经互相关算法修正后的修正力-位移曲线;(4)利用赫兹接触模型的两点法,以小作用力获得的压痕深度作为起始计算点,分析计算细胞力-位移曲线和修正力位移曲线,得到杨氏模量随压痕深度变化的曲线图。As shown in FIG. 1, it is a flow chart of measuring the Young's modulus of a single cell based on atomic force nanoindentation according to the present invention. A method for measuring the Young's modulus of a single cell based on atomic force nanoindentation mainly includes: (1) firstly in Obtain a set of indentation curves on a blank substrate, and then set indentation points in a 3×3 array at the center and edge positions of the cells respectively; (2) Set different indentations on the same indentation point to obtain different indentations (3) Use the cross-correlation algorithm to find the data segment with higher correlation coefficient between the cell force-displacement curve and the base force-displacement curve, delete this segment of data, compensate for it, and then extend the remaining data segment to the original length , to obtain a corrected force-displacement curve corrected by the cross-correlation algorithm; (4) Using the two-point method of the Hertzian contact model, the cell force-displacement curve was analyzed and calculated by taking the indentation depth obtained by the small force as the initial calculation point. and the corrected force-displacement curve to obtain a graph of Young's modulus as a function of indentation depth.

如图2所示,为原子力显微镜在接触模式下获取细胞压痕曲线的原理图,a为探针还未接触到细胞,此时力-位移曲线平行于坐标轴;b为探针开始接触到细胞,力-位移曲线开始发生偏折;c为探针深入细胞,力-位移曲线偏折程度加大;d为在细胞上设定的压痕点。As shown in Figure 2, it is the principle diagram of the cell indentation curve obtained by the atomic force microscope in the contact mode, a is that the probe has not yet touched the cell, and the force-displacement curve is parallel to the coordinate axis; b is that the probe begins to touch the cell In the cell, the force-displacement curve begins to deflect; c is the probe deep into the cell, and the deflection of the force-displacement curve increases; d is the indentation point set on the cell.

如图3所示,为本发明修正力-位移曲线的获取示意图,图a为以小作用力所获得的压痕深度为接触点截取的力-位移曲线,图b为利用互相关算法将细胞力-位移曲线与基底力-位移曲线相关系数较高的数据段删除后的力-位移曲线,图c为将剩余数据段延长至原本长度的修正力-位移曲线。As shown in Figure 3, it is a schematic diagram of the acquisition of the modified force-displacement curve of the present invention. Figure a is a force-displacement curve intercepted by taking the indentation depth obtained by a small force as a contact point, and Figure b is a cross-correlation algorithm. The force-displacement curve of the data segment with a higher correlation coefficient between the force-displacement curve and the base force-displacement curve is deleted. Figure c shows the corrected force-displacement curve extending the remaining data segment to the original length.

如图4所示,为本发明利用赫兹接触模型来分析细胞力-位移曲线和修正力-位移曲线所获得的压痕深度-杨氏模量曲线图。如图a所示,利用细胞力-位移曲线来分析计算得到的压痕深度-杨氏模量曲线图,由于基底的影响,压痕深度-杨氏模量曲线图尾部翘起,说明基底会对细胞的杨氏模量测量有影响;如图b所示,利用修正力-位移曲线来分析计算获得的压痕深度-杨氏模量曲线图,由于互相关算法的作用,基底的影响被消除,最后杨氏模量值趋于稳定。As shown in FIG. 4 , it is a graph of the indentation depth-Young's modulus obtained by using the Hertzian contact model to analyze the cell force-displacement curve and the corrected force-displacement curve. As shown in Figure a, the calculated indentation depth-Young's modulus curve is analyzed using the cell force-displacement curve. Due to the influence of the substrate, the tail of the indentation depth-Young's modulus curve is raised, indicating that the substrate will It has an impact on the measurement of Young's modulus of cells; as shown in Figure b, the calculated indentation depth-Young's modulus curve is analyzed by using the corrected force-displacement curve. Due to the effect of the cross-correlation algorithm, the influence of the substrate is eliminated, and finally the Young's modulus value tends to be stable.

如图5所示,为本发明在细胞中心位置与边缘位置的压痕深度-杨氏模量曲线图。图a为分析细胞中心位置的修正力-位移曲线获得的压痕深度-杨氏模量曲线,图b为分析在细胞边缘位置的修正力-位移曲线获得的压痕深度-杨氏模量曲线。As shown in FIG. 5 , it is a graph of the indentation depth-Young's modulus of the present invention at the center position and the edge position of the cell. Figure a is the indentation depth-Young's modulus curve obtained by analyzing the corrected force-displacement curve at the center of the cell, and Figure b is the indentation depth-Young's modulus curve obtained by analyzing the corrected force-displacement curve at the edge of the cell .

实施例1:Example 1:

如图4所示为根据图1流程图得到的经过本发明所述方法修正前后的压痕深度-杨氏模量曲线,将细胞接种至盖玻片上并放置于培养箱内,24小时之后用PBS冲洗盖玻片,将盖玻片上漂浮的细胞去除,把经过冲洗的盖玻片放置于培养皿中,加入干净的培养液,将装有盖玻片的培养皿放置于原子力显微镜样品台上。在接触模式下对细胞进行成像,然后在力谱模式下在细胞上设置压痕点,在同一压痕点上利用两个大小不同的作用力获得压痕曲线。利用数据分析软件读取压痕曲线数据,以小作用力得到的压痕深度为起始计算点,利用互相关算法将基底对杨氏模量计算结果的影响消除,获得由细胞骨架决定的弹性特征。Figure 4 shows the indentation depth-Young's modulus curve before and after the correction according to the method of the present invention obtained according to the flow chart of Figure 1. The cells were seeded on a cover glass and placed in an incubator. After 24 hours, the Rinse the coverslip with PBS, remove the floating cells on the coverslip, place the rinsed coverslip in a petri dish, add clean culture medium, and place the petri dish with coverslips on the AFM sample stage . Cells were imaged in contact mode, then indentation points were set on the cells in force spectroscopy mode, and indentation curves were obtained using two applied forces of different magnitudes on the same indentation point. Use the data analysis software to read the indentation curve data, take the indentation depth obtained by the small force as the starting point for calculation, and use the cross-correlation algorithm to eliminate the influence of the substrate on the calculation result of Young's modulus, and obtain the elasticity determined by the cytoskeleton. feature.

实施例2:Example 2:

如图5所示为根据图1流程图得到的经过本发明所述方法修正前后的压痕深度-杨氏模量曲线,将细胞接种至盖玻片上并放置于培养箱内,24小时之后用PBS冲洗盖玻片,将盖玻片上漂浮的细胞去除,把经过冲洗的盖玻片放置于培养皿中,加入干净的培养液,将装有盖玻片的培养皿放置于原子力显微镜样品台上;在接触模式下对细胞进行成像,然后分别在细胞的中心位置与边缘位置上设置压痕点,在同一压痕点上施加两个大小不同的作用力获得压痕曲线;利用数据分析软件读取压痕曲线数据,以小作用力得到的压痕深度为起始计算点,利用互相关算法将基底对杨氏模量计算结果的影响消除,得到细胞中心位置与边缘位置压痕深度-杨氏模量曲线,得到由细胞骨架决定的弹性特征,获得细胞骨架在中心位置与边缘位置的分布情况。Figure 5 shows the indentation depth-Young's modulus curve obtained according to the flow chart of Figure 1 before and after the correction by the method of the present invention. The cells were seeded on a cover glass and placed in an incubator. After 24 hours, the Rinse the coverslip with PBS, remove the floating cells on the coverslip, place the rinsed coverslip in a petri dish, add clean culture medium, and place the petri dish with coverslips on the AFM sample stage ; Imaging the cells in contact mode, then set indentation points at the center and edge of the cells respectively, and apply two different forces on the same indentation point to obtain the indentation curve; use data analysis software to read Take the indentation curve data, take the indentation depth obtained by the small force as the starting point for calculation, use the cross-correlation algorithm to eliminate the influence of the substrate on the calculation result of Young's modulus, and obtain the indentation depth at the center and edge of the cell - Young The elastic characteristics determined by the cytoskeleton are obtained by the modulus curve, and the distribution of the cytoskeleton in the center position and the edge position is obtained.

以上所述仅为本发明的优选实施例而已,并不用于限制本发明,对于本领域的技术人员来说,本发明可以有各种更改和变化。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and changes. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.

Claims (4)

1. A method for measuring the Young modulus of a single cell based on atomic force nano indentation is characterized by comprising the following steps: performing nano indentation and measuring the elasticity of cells in an atomic force microscope contact mode, and comprising the following steps of: (1) firstly, acquiring a group of indentation curves on a blank substrate, and then respectively arranging indentation points in a 3 x 3 array form at the center position and the edge position of a cell; (2) setting different acting forces on the same indentation point to obtain different indentation depths; (3) finding a data segment with higher correlation coefficient between the cell force-displacement curve and the substrate force-displacement curve by using a cross-correlation algorithm, deleting the data segment, compensating the data segment, and extending the rest data segment to the original length to obtain a corrected force-displacement curve corrected by the cross-correlation algorithm; (4) and analyzing and calculating a cell force-displacement curve and a correction force-displacement curve by using a two-point method of a Hertz contact model and taking the indentation depth obtained by small acting force as an initial calculation point to obtain a curve graph of Young modulus changing along with the indentation depth.
2. The method according to claim 1, wherein the step (1) sets indentation points at the center and edge positions of the cell, wherein: the distribution of intracellular cytoskeleton is determined by studying the difference of the Young modulus of the cells at different positions.
3. The method of claim 1, wherein step (2) provides different magnitudes of force at the same indentation point, wherein: the effect of the substrate on the measurement of the young's modulus of the cells was determined by studying the indentation depth of the cells by the effect of the different forces.
4. The method according to claim 1, wherein the step (3) uses a cross-correlation algorithm to find the data segment with higher correlation coefficient between the cell force-displacement curve and the substrate force-displacement curve, and is characterized in that: and determining the Young modulus of the cells independent of the substrate by using a cross-correlation algorithm, and eliminating the influence of the substrate.
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