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对用于横纹肌组织结构定量评估的计算和图像分析技术的全面综述。

A comprehensive review of computational and image analysis techniques for quantitative evaluation of striated muscle tissue architecture.

作者信息

Morris Tessa Altair, Eldeen Sarah, Tran Richard Duc Hien, Grosberg Anna

机构信息

Center for Complex Biological Systems, University of California, Irvine, California 92697-2700, USA.

出版信息

Biophys Rev (Melville). 2022 Dec;3(4):041302. doi: 10.1063/5.0057434. Epub 2022 Nov 4.

Abstract

Unbiased evaluation of morphology is crucial to understanding development, mechanics, and pathology of striated muscle tissues. Indeed, the ability of striated muscles to contract and the strength of their contraction is dependent on their tissue-, cellular-, and cytoskeletal-level organization. Accordingly, the study of striated muscles often requires imaging and assessing aspects of their architecture at multiple different spatial scales. While an expert may be able to qualitatively appraise tissues, it is imperative to have robust, repeatable tools to quantify striated myocyte morphology and behavior that can be used to compare across different labs and experiments. There has been a recent effort to define the criteria used by experts to evaluate striated myocyte architecture. In this review, we will describe metrics that have been developed to summarize distinct aspects of striated muscle architecture in multiple different tissues, imaged with various modalities. Additionally, we will provide an overview of metrics and image processing software that needs to be developed. Importantly to any lab working on striated muscle platforms, characterization of striated myocyte morphology using the image processing pipelines discussed in this review can be used to quantitatively evaluate striated muscle tissues and contribute to a robust understanding of the development and mechanics of striated muscles.

摘要

对形态学进行无偏评估对于理解横纹肌组织的发育、力学和病理学至关重要。事实上,横纹肌的收缩能力及其收缩强度取决于其组织、细胞和细胞骨架水平的组织。因此,对横纹肌的研究通常需要在多个不同空间尺度上对其结构进行成像和评估。虽然专家可能能够对组织进行定性评估,但拥有强大、可重复的工具来量化横纹肌细胞的形态和行为是必不可少的,这些工具可用于不同实验室和实验之间的比较。最近有人致力于定义专家用于评估横纹肌细胞结构的标准。在这篇综述中,我们将描述已开发的指标,这些指标用于总结在多种不同组织中、以各种方式成像的横纹肌结构的不同方面。此外,我们将概述需要开发的指标和图像处理软件。对于任何致力于横纹肌平台研究的实验室来说,重要的是,使用本综述中讨论的图像处理流程对横纹肌细胞形态进行表征,可用于定量评估横纹肌组织,并有助于深入了解横纹肌的发育和力学。

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