同时分析单细胞心肌细胞收缩力和钙的新型无创光学框架。

Xavier Marimon, Ferran Esquinas, Miquel Ferrer, Miguel Cerrolaza, Alejandro Portela, Raúl Benítez
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摘要

本研究提出了一种基于实验力学中的数字图像相关(DIC)算法的视频方法,用于估算跳动的单细胞心肌细胞的位移、应变场和肌浆长度。然后将获得的变形与钙信号相关联,钙信号来自钙成像,其中使用了对 Ca2+ 钙敏感的荧光染料。我们提出的基于视频的方法可同时分析收缩和细胞内钙离子,是一种低成本、无创和无标记的方法。这种技术在长期观察中显示出巨大的优势,因为这种无干预的测量方法中和了其他测量细胞收缩力的技术(如牵引力显微镜、原子力显微镜、微细加工或光学镊子)可能对跳动的心肌细胞造成的改变。为了验证该算法的鲁棒性,我们使用心肌细胞图像的合成增强数据进行了三项测试。首先,对参考图像进行模拟刚性平移,然后进行旋转,最后对参考图像进行受控纵向变形,从而模拟原始的真实变形。最后,利用真实的实验数据对所提出的框架进行评估。为了验证细胞内钙浓度引起的收缩,该信号与本文提出的一种新的变形测量方法相关联,该方法与成像装置中的细胞方向无关。最后,根据 DIC 算法获得的位移,计算出收缩心肌细胞中肌浆长度的变化,并获得其与钙信号的时间相关性。
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A Novel non-invasive optical framework for simultaneous analysis of contractility and calcium in single-cell cardiomyocytes.

The use of a video method based on the Digital Image Correlation (DIC) algorithm from experimental mechanics to estimate the displacements, strain field, and sarcolemma length in a beating single-cell cardiomyocyte is proposed in this work. The obtained deformation is then correlated with the calcium signal, from calcium imaging where fluorescent dyes sensitive to calcium Ca2+ are used. Our proposed video-based method for simultaneous contraction and intracellular calcium analysis results in a low-cost, non-invasive, and label-free method. This technique has shown great advantages in long-term observations because this type of intervention-free measurement neutralizes the possible alteration in the beating cardiomyocyte introduced by other techniques for measuring cell contractility (e.g., Traction Force Microscopy, Atomic Force Microscopy, Microfabrication or Optical tweezers). Three tests were performed with synthetically augmented data from cardiomyocyte images to validate the robustness of the algorithm. First, a simulated rigid translation of a referenced image is applied, then a rotation, and finally a controlled longitudinal deformation of the referenced image, thus simulating a native realistic deformation. Finally, the proposed framework is evaluated with real experimental data. To validate contraction induced by intracellular calcium concentration, this signal is correlated with a new deformation measure proposed in this article, which is independent of cell orientation in the imaging setup. Finally, based on the displacements obtained by the DIC algorithm, the change in sarcolemma length in a contracting cardiomyocyte is calculated and its temporal correlation with the calcium signal is obtained.

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