Higher throughput workflow with sensitive, reliable and automatic quantification of myelination in vitro suitable for drug screening.

IF 3.8 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Sybille Seiler, Ciril Marius Wälti, Vanessa de Barros, Shahar Barbash, Lynette C Foo
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Abstract

Multiple sclerosis (MS) is the most common demyelinating autoimmune disease of the central nervous system (CNS). Immune-mediated myelin and axonal damage that is accompanied by chronic axonal loss causing destruction of the myelin sheaths are hallmarks of MS. While great strides have been made in understanding the molecular underpinnings of re-/myelination, currently no remyelination therapy is available for MS. As myelination is a complex process that is not fully understood, we sought to develop a systematic, reliable, automated and quantitative higher throughput screening method. We aimed to quantitate myelin sheaths in vitro with high sensitivity at the single cell level suitable for testing small compound libraries. To this end, we miniaturised in vitro retinal ganglion cell-oligodendrocyte precursor cell (RGC-OPC) co-cultures into a multi-well plate format. This allowed us to maintain the reciprocal interaction of live axons and oligodendrocytes (OLs) to ensure compact myelin formation. To quantify our co-cultures, we developed a novel computer vision algorithm to precisely measure myelination. We demonstrated efficacy of our system with known pro-differentiating compounds BQ3020 and XAV939 which exhibited robust, efficient, and dose dependent effects on myelination. Through this combination of experimental and technical advances, we have developed a method allowing systematic and reliable testing of remyelinating compound efficacy.

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更高通量的工作流程,可对体外髓鞘化进行灵敏、可靠和自动的量化,适用于药物筛选。
多发性硬化症(MS)是中枢神经系统(CNS)最常见的脱髓鞘自身免疫性疾病。免疫介导的髓鞘和轴突损伤是多发性硬化症的特征,这种损伤伴随着慢性轴突丢失,造成髓鞘破坏。虽然人们在了解再髓鞘化的分子基础方面取得了长足进步,但目前还没有治疗多发性硬化症的再髓鞘化疗法。由于髓鞘化是一个复杂的过程,尚未被完全理解,我们试图开发一种系统、可靠、自动化和定量的高通量筛选方法。我们的目标是在体外对髓鞘进行高灵敏度的单细胞定量,以适用于测试小型化合物库。为此,我们将体外视网膜神经节细胞-橄榄枝前体细胞(RGC-OPC)共培养物微型化为多孔板格式。这使我们能够保持活轴突和少突胶质细胞(OLs)的相互影响,确保髓鞘的紧密形成。为了量化共培养物,我们开发了一种新型计算机视觉算法来精确测量髓鞘化。我们用已知的促分化化合物 BQ3020 和 XAV939 证明了我们系统的功效,这两种化合物对髓鞘形成具有稳健、高效和剂量依赖性的作用。通过实验与技术进步的结合,我们开发出了一种方法,可以系统、可靠地测试再髓鞘化化合物的功效。
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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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