使用与 Python 或 R 搭配使用的 ImageJ 进行凝胶定量的便捷分析方法。

IF 2.9 3区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES PLoS ONE Pub Date : 2024-11-21 eCollection Date: 2024-01-01 DOI:10.1371/journal.pone.0308297
Cassidy Tomlinson, Ashwini Rajasekaran, Karine Brochu-Gaudreau, Claire Dubois, A James Farmilo, Pavel Gris, Ariane Khatiz, Amanda Matthews, Marjo Piltonen, Abdelaziz Amrani, Denis Gris
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引用次数: 0

摘要

近年来,由于 COVID-19 大流行,mRNA 疗法的研究激增。与其他核酸疗法相比,mRNA 疗法的优势在于可降低诱变风险。另一方面,mRNA 疗法也有一个很大的缺陷,那就是其固有的不稳定性,使其在生产、储存和体内应用的各个阶段都很容易降解。几十年前,琼脂糖凝胶电泳被开发出来,用于根据核酸的大小进行分离和分辨。此后,图像分析工具(如 ImageJ)的发展促进了根据条带强度对浓度的半定量评估,以及通过凝胶电泳对 RNA 完整性的定性观察。在研究 RNA 质量方面,使用毛细管电泳的仪器(如 Agilent 2100 生物分析仪)和使用微芯片线性丙烯酰胺凝胶电泳的仪器已被证明优于琼脂糖凝胶电泳。由于使用成本较高,普通实验室较难使用琼脂糖电泳。在这项工作中,我们回顾了 mRNA 评估的基本原理,并提出了一种全道定量(FLQ)方法,这是一种快速、简单、廉价的方法,可使用 ImageJ 搭配 Python 和 R 分析琼脂糖凝胶中的 RNA 降解。这种方法提供的每个泳道内降解曲线的测量值可与生物分析仪的 RNA 完整性数值相媲美。利用这种经济有效的方法,我们证明降解指数是反映 mRNA 降解和保存模式的灵敏指标。
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A convenient analytic method for gel quantification using ImageJ paired with Python or R.

In recent years, due to the COVID-19 pandemic, there was a surge of research on mRNA therapeutics. The applications are broad and include vaccination, cancer therapy, protein replacement, and immune modulation. mRNA therapeutics have advantages over other nucleic acid therapies because of the reduced risk of mutagenesis. On the other hand, mRNA therapeutics have a large caveat due to its inherent instability, which makes it susceptible to degradation throughout all stages of production, storage, and in vivo application. Decades ago, agarose gel electrophoresis was developed to separate and resolve nucleic acids based on size. Since then, the evolution of image analysis tools, such as ImageJ, has facilitated semi-quantitative evaluation of concentration based on band intensity, and qualitative observation of RNA integrity from gel electrophoresis. Instruments utilizing capillary electrophoresis, like the Agilent 2100 Bioanalyzer, that use microchip linear acrylamide gel electrophoresis have been demonstrated to be superior to agarose gel electrophoresis in studying RNA quality. Due to the higher cost of usage, they are less accessible to the average lab than agarose electrophoresis. In this work, we review the fundamentals of mRNA assessment and propose a full-lane quantification (FLQ) method, which is a fast, simple, and inexpensive method to analyze RNA degradation from agarose gels using ImageJ paired with Python and R. This measures the area under the curve of the product peak, degradation zone, and a combined score to provide sensitive means to evaluate the degradation of mRNA. This method provides measures of the degradation profile within each lane comparable to an RNA integrity number from bioanalyzers. Using this cost-effective method, we demonstrate that the degradation index is a sensitive measure that reflects the degradation and preservation of mRNA patterns.

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来源期刊
PLoS ONE
PLoS ONE 生物-生物学
CiteScore
6.20
自引率
5.40%
发文量
14242
审稿时长
3.7 months
期刊介绍: PLOS ONE is an international, peer-reviewed, open-access, online publication. PLOS ONE welcomes reports on primary research from any scientific discipline. It provides: * Open-access—freely accessible online, authors retain copyright * Fast publication times * Peer review by expert, practicing researchers * Post-publication tools to indicate quality and impact * Community-based dialogue on articles * Worldwide media coverage
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