A Versatile Pipeline for High-fidelity Imaging and Analysis of Vascular Networks Across the Body

Stephen Vidman, Elliot Dion, Andrea Tedeschi
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Abstract

Structural and functional changes in vascular networks play a vital role during development, causing or contributing to the pathophysiology of injury and disease. Current methods to trace and image the vasculature in laboratory settings have proven inconsistent, inaccurate, and labor intensive, lacking the inherent three-dimensional structure of vasculature. Here, we provide a robust and highly reproducible method to image and quantify changes in vascular networks down to the capillary level. The method combines vasculature tracing, tissue clearing, and three-dimensional imaging techniques with vessel segmentation using AI-based convolutional reconstruction to rapidly process large, unsectioned tissue specimens throughout the body with high fidelity. The practicality and scalability of our protocol offer application across various fields of biomedical sciences. Obviating the need for sectioning of samples, this method will expedite qualitative and quantitative analyses of vascular networks. Preparation of the fluorescent gel perfusate takes < 30 min per study. Transcardiac perfusion and vasculature tracing takes approximately 20 min, while dissection of tissue samples ranges from 5 to 15 min depending on the tissue of interest. The tissue clearing protocol takes approximately 24–48 h per whole-tissue sample. Lastly, three-dimensional imaging and analysis can be completed in one day. The entire procedure can be carried out by a competent graduate student or experienced technician. Key features • This robust and highly reproducible method allows users to image and quantify changes in vascular networks down to the capillary level. • Three-dimensional imaging techniques with vessel segmentation enable rapid processing of large, unsectioned tissue specimens throughout the body. • It takes approximately 2–3 days for sample preparation, three-dimensional imaging, and analysis. • The user-friendly pipeline can be completed by experienced and non-experienced users.
对全身血管网络进行高保真成像和分析的多功能管道
血管网络的结构和功能变化在发育过程中起着至关重要的作用,会导致或促成损伤和疾病的病理生理学。目前在实验室环境中对血管进行追踪和成像的方法已被证明是不一致、不准确和劳动密集型的,而且缺乏血管固有的三维结构。在这里,我们提供了一种稳健且可高度重复的方法,可对血管网络的变化进行成像和量化,直至毛细血管水平。该方法结合了血管追踪、组织清除和三维成像技术,并使用基于人工智能的卷积重建技术进行血管分割,从而快速、高保真地处理全身大量未切片的组织标本。我们的方案具有实用性和可扩展性,可应用于生物医学的各个领域。由于无需对样本进行切片,这种方法将加快血管网络的定性和定量分析。每项研究的荧光凝胶灌注液制备时间小于 30 分钟。经心脏灌注和血管描记大约需要 20 分钟,而解剖组织样本则需要 5 到 15 分钟,具体取决于感兴趣的组织。每个全组织样本的组织清理程序大约需要 24-48 小时。最后,三维成像和分析可在一天内完成。整个过程可由合格的研究生或经验丰富的技术人员完成。主要特点 - 这种强大且可重复性高的方法可让用户对血管网络的变化进行成像和量化,直至毛细血管水平。- 具有血管分割功能的三维成像技术可快速处理全身未经切片的大型组织样本。- 样本制备、三维成像和分析大约需要 2-3 天时间。- 用户界面友好,有经验和没有经验的用户都能完成。
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