Quantitative fluorescence imaging of mitochondria in body wall muscles of Caenorhabditis elegans under hyperglycemic conditions using a microfluidic chip.

IF 1.5 4区 生物学 Q4 CELL BIOLOGY Integrative Biology Pub Date : 2020-06-19 DOI:10.1093/intbio/zyaa011
Samuel Sofela, Sarah Sahloul, Sukanta Bhattacharjee, Ambar Bose, Ushna Usman, Yong-Ak Song
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引用次数: 6

Abstract

Type 2 diabetes is the most common metabolic disease, and insulin resistance plays a role in the pathogenesis of the disease. Because completely functional mitochondria are necessary to obtain glucose-stimulated insulin from pancreatic beta cells, dysfunction of mitochondrial oxidative pathway could be involved in the development of diabetes. As a simple animal model, Caenorhabditis elegans renders itself to investigate such metabolic mechanisms because it possesses insulin/insulin-like growth factor-1 signaling pathway similar to that in humans. Currently, the widely spread agarose pad-based immobilization technique for fluorescence imaging of the mitochondria in C. elegans is laborious, batchwise, and does not allow for facile handling of the worm. To overcome these technical challenges, we have developed a single-channel microfluidic device that can trap a C. elegans and allow to image the mitochondria in body wall muscles accurately and in higher throughput than the traditional approach. In specific, our microfluidic device took advantage of the proprioception of the worm to rotate its body in a microfluidic channel with an aspect ratio above one to gain more space for its undulation motion that was favorable for quantitative fluorescence imaging of mitochondria in the body wall muscles. Exploiting this unique feature of the microfluidic chip-based immobilization and fluorescence imaging, we observed a significant decrease in the mitochondrial fluorescence intensity under hyperglycemic conditions, whereas the agarose pad-based approach did not show any significant change under the same conditions. A machine learning model trained with these fluorescence images from the microfluidic device could classify healthy and hyperglycemic worms at high accuracy. Given this significant technological advantage, its easiness of use and low cost, our microfluidic imaging chip could become a useful immobilization tool for quantitative fluorescence imaging of the body wall muscles in C. elegans.

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微流控芯片对高血糖条件下秀丽隐杆线虫体壁肌肉线粒体的定量荧光成像。
2型糖尿病是最常见的代谢性疾病,胰岛素抵抗在该疾病的发病机制中起着重要作用。由于完全功能的线粒体是胰腺β细胞获得葡萄糖刺激的胰岛素所必需的,线粒体氧化途径的功能障碍可能与糖尿病的发生有关。秀丽隐杆线虫作为一种简单的动物模型,由于具有与人类相似的胰岛素/胰岛素样生长因子-1信号通路,使其能够研究这种代谢机制。目前,广泛应用的琼脂糖垫为基础的固定化技术用于线虫线粒体的荧光成像是费力的,批量的,并且不允许轻松处理蠕虫。为了克服这些技术挑战,我们开发了一种单通道微流体装置,可以捕获秀丽隐杆线虫,并允许准确成像体壁肌肉中的线粒体,并且比传统方法具有更高的吞吐量。具体而言,我们的微流控装置利用蠕虫的本体感觉,使其身体在宽高比大于1的微流控通道中旋转,为其波动运动获得更多空间,有利于体壁肌肉线粒体的定量荧光成像。利用这种基于微流控芯片的固定和荧光成像的独特特性,我们观察到高血糖条件下线粒体荧光强度显著降低,而琼脂糖垫为基础的方法在相同条件下没有显示出任何显著变化。用这些来自微流控装置的荧光图像训练的机器学习模型可以高精度地对健康和高血糖蠕虫进行分类。鉴于这一显著的技术优势,其易于使用和低成本,我们的微流控成像芯片可以成为线虫体壁肌肉定量荧光成像的有效固定工具。
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来源期刊
Integrative Biology
Integrative Biology 生物-细胞生物学
CiteScore
4.90
自引率
0.00%
发文量
15
审稿时长
1 months
期刊介绍: Integrative Biology publishes original biological research based on innovative experimental and theoretical methodologies that answer biological questions. The journal is multi- and inter-disciplinary, calling upon expertise and technologies from the physical sciences, engineering, computation, imaging, and mathematics to address critical questions in biological systems. Research using experimental or computational quantitative technologies to characterise biological systems at the molecular, cellular, tissue and population levels is welcomed. Of particular interest are submissions contributing to quantitative understanding of how component properties at one level in the dimensional scale (nano to micro) determine system behaviour at a higher level of complexity. Studies of synthetic systems, whether used to elucidate fundamental principles of biological function or as the basis for novel applications are also of interest.
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