Cisterna Barbara, Malatesta Manuela, Zancanaro Carlo, Boschi Federico
Anatomy and Histology Section, Department of Neurosciences, Biomedicine and Movement Sciences, University of Verona, Strada Le Grazie 8, Verona 37134, Italy.
Department of Computer Science, University of Verona, Strada Le Grazie 15, Verona 37134, Italy.
Comput Methods Programs Biomed. 2021 Nov;211:106437. doi: 10.1016/j.cmpb.2021.106437. Epub 2021 Sep 24.
The skeletal muscle is composed of integrated tissues mainly composed of myofibers i.e., long, cylindrical syncytia, whose cytoplasm is mostly occupied by parallel myofibrils. In section, each myofibril is organized in serially end-to-end arranged sarcomeres connected by Z lines. In muscle disorders, these structural and functional units can undergo structural alterations in terms of Z-line and sarcomere lengths, as well as lateral alignment of Z-line among adjacent myofibrils. In this view, objectifying alterations of the myofibril and sarcomere architecture would provide a solid foundation for qualitative observations. In this work, specific quantitative parameters characterizing the sarcomere and myofibril arrangement were defined using a computerized analysis of ultrastructural images.
computerized analysis was carried out on transmission electron microscopy pictures of the murine vastus lateralis muscle. Samples from both euploid (control) and trisomic (showing myofiber alterations) Ts65Dn mice were used. Two routines were written in MATLAB to measure specific structural parameters on sarcomeres and myofibrils. The output included the Z-line, M-line, and sarcomere lengths, the Aspect Ratio (AsR) and Curviness (Cur) sarcomere shape parameters, myofibril axis (α angle), and the H parameter (evaluation of sequence of Z-lines of adjacent myofibrils).
Both routines worked well in control (euploid) skeletal muscle yielding consistent quantitative data of sarcomere and myofibril structural organization. In comparison with euploid, trisomic muscle showed statistically significant lower Z-line length, similar M-line length, and statistically significant lower sarcomere length. Both AsR and Cur were statistically significantly lower in trisomic muscle, suggesting the sarcomere is barrel-shaped in the latter. The angle (α) distribution showed that the sarcomere axes are almost parallel in euploid muscle, while a large variability occurs in trisomic tissue. The mean value of H was significantly higher in trisomic versus euploid muscle indicating that Z-lines are not perfectly aligned in trisomic muscle.
Our procedure allowed us to accurately extract and quantify sarcomere and myofibril parameters from the high-resolution electron micrographs thereby yielding an effective tool to quantitatively define trisomy-associated muscle alterations. These results pave the way to future objective quantification of skeletal muscle changes in pathological conditions.
The skeletal muscle is composed of integrated tissues mainly composed of myofibers i.e., long, cylindrical syncytia, whose cytoplasm is mostly occupied by parallel myofibrils organized in serially end-to-end arranged sarcomeres. Several pieces of evidence have highlighted that in muscle disorders and diseases the sarcomere structure may be altered. Therefore, objectifying alterations of the myofibril and sarcomere architecture would provide a solid foundation for qualitative observations. A computerized analysis was carried out on transmission electron microscopy images of euploid (control) and trisomic (showing myofiber alterations) skeletal muscle. Two routines were written in MATLAB to measure nine sarcomere and myofibril structural parameters. Our computational method confirmed and expanded on previous qualitative ultrastructural findings defining several trisomy-associated skeletal muscle alterations. The proposed procedure is a potentially useful tool to quantitatively define skeletal muscle changes in pathological conditions involving the sarcomere.
骨骼肌由主要由肌纤维组成的整合组织构成,肌纤维即长的圆柱形多核细胞,其细胞质大部分被平行排列的肌原纤维占据。在切片中,每个肌原纤维由通过Z线串联端对端排列的肌节组成。在肌肉疾病中,这些结构和功能单位在Z线和肌节长度方面以及相邻肌原纤维之间Z线的横向排列方面可能会发生结构改变。从这个角度来看,客观化肌原纤维和肌节结构的改变将为定性观察提供坚实的基础。在这项工作中,通过对超微结构图像进行计算机分析,定义了表征肌节和肌原纤维排列的特定定量参数。
对小鼠股外侧肌的透射电子显微镜图像进行计算机分析。使用来自整倍体(对照)和三体(显示肌纤维改变)Ts65Dn小鼠的样本。在MATLAB中编写了两个程序来测量肌节和肌原纤维的特定结构参数。输出包括Z线、M线和肌节长度、长宽比(AsR)和弯曲度(Cur)肌节形状参数、肌原纤维轴(α角)以及H参数(评估相邻肌原纤维Z线的序列)。
两个程序在对照(整倍体)骨骼肌中均运行良好,产生了关于肌节和肌原纤维结构组织的一致定量数据。与整倍体相比,三体肌肉的Z线长度在统计学上显著降低,M线长度相似,肌节长度在统计学上显著降低。三体肌肉中的AsR和Cur在统计学上均显著降低,表明后者的肌节呈桶状。角度(α)分布表明,整倍体肌肉中的肌节轴几乎平行,而三体组织中则存在很大的变异性。三体肌肉中H的平均值显著高于整倍体肌肉,表明三体肌肉中的Z线排列不完全对齐。
我们的程序使我们能够从高分辨率电子显微照片中准确提取和量化肌节和肌原纤维参数,从而产生一种有效地定量定义三体相关肌肉改变的工具。这些结果为未来在病理条件下对骨骼肌变化进行客观定量铺平了道路。
骨骼肌由主要由肌纤维组成的整合组织构成,肌纤维即长的圆柱形多核细胞,其细胞质大部分被以串联端对端排列的肌节形式平行排列的肌原纤维占据。几条证据突出表明,在肌肉疾病中肌节结构可能会改变。因此,客观化肌原纤维和肌节结构的改变将为定性观察提供坚实的基础。对整倍体(对照)和三体(显示肌纤维改变)骨骼肌的透射电子显微镜图像进行了计算机分析。在MATLAB中编写了两个程序来测量九个肌节和肌原纤维结构参数。我们的计算方法证实并扩展了先前的定性超微结构发现,定义了几种三体相关的骨骼肌改变。所提出的程序是一种潜在有用的工具,可用于定量定义涉及肌节的病理条件下的骨骼肌变化。