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Image Correlation Spectroscopy of Multiphoton Images Correlates with Collagen Mechanical Properties

机译:多光子图像的图像相关光谱与胶原力学性质相关

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摘要

Multiphoton microscopy (MPM) holds promise as a noninvasive imaging technique for characterizing collagen structure, and thus mechanical properties, through imaging second harmonic generation (SHG) and two-photon fluorescence in engineered and real connective tissues. Controlling polymerization pH to manipulate collagen gel microstructure, we quantified pore and fiber dimensions using both standard methods and image correlation spectroscopy (ICS) on MPM, scanning electron, and darkfield microscopy images. The latter two techniques are used to confirm microstructural measurements made from MPM images. As polymerization pH increased from 5.5 to 8.5, mean fiber diameter decreased from 3.7 ± 0.7 μm to 1.6 ± 0.3 μm, the average pore size decreased from 81.7 ± 3.7 μm2 to 7.8 ± 0.4 μm2, and the pore area fraction decreased from 56.8% ± 0.8% to 18.0% ± 1.3% (measured from SHG images), whereas the storage modulus G′ and loss modulus G″, components of the shear modulus, increased ∼33-fold and ∼16-fold, respectively. A characteristic length scale measured using ICS, WICS, correlates well with the mean fiber diameter from SHG images (R2 = 0.95). Semiflexible network theory predicts a scaling relationship of the collagen gel storage modulus (G′) depending upon mesh size and fiber diameter, which are estimated from SHG images using ICS. We conclude that MPM and ICS are an effective combination to assess bulk mechanical properties of collagen hydrogels in a noninvasive, objective, and systematic fashion and may be useful for specific in vivo applications.
机译:多光子显微镜(MPM)作为一种无创成像技术,有望通过在工程和实际结缔组织中成像二次谐波(SHG)和双光子荧光来表征胶原蛋白结构,从而表征机械性能。通过控制聚合pH值来控制胶原蛋白凝胶的微观结构,我们使用MPM,扫描电子和暗场显微镜图像上的标准方法和图像相关光谱(ICS)来量化孔和纤维的尺寸。后两种技术用于确认由MPM图像进行的微结构测量。随着聚合pH从5.5增加到8.5,平均纤维直径从3.7±0.7μm减小到1.6±0.3μm,平均孔径从81.7±3.7μm 2 减小到7.8±0.4μm 2 ,并且孔面积分数从56.8%±0.8%降低至18.0%±1.3%(根据SHG图像测量),而储能模量G'和损耗模量G''(剪切模量的组成部分)则增加了分别约为33倍和16倍。使用ICS,WICS测量的特征长度尺度与SHG图像的平均纤维直径密切相关(R 2 = 0.95)。半柔性网络理论根据网格大小和纤维直径预测胶原蛋白凝胶储能模量(G')的比例关系,而网格尺寸和纤维直径是使用ICS从SHG图像估算得出的。我们得出的结论是,MPM和ICS是一种以无创,客观和系统的方式评估胶原蛋白水凝胶的整体机械性能的有效组合,可能对特定的体内应用有用。

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