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 reduce...

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Main Authors: Cassidy Tomlinson, Ashwini Rajasekaran, Karine Brochu-Gaudreau, Claire Dubois, A James Farmilo, Pavel Gris, Ariane Khatiz, Amanda Matthews, Marjo Piltonen, Abdelaziz Amrani, Denis Gris
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2024-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0308297
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author Cassidy Tomlinson
Ashwini Rajasekaran
Karine Brochu-Gaudreau
Claire Dubois
A James Farmilo
Pavel Gris
Ariane Khatiz
Amanda Matthews
Marjo Piltonen
Abdelaziz Amrani
Denis Gris
author_facet Cassidy Tomlinson
Ashwini Rajasekaran
Karine Brochu-Gaudreau
Claire Dubois
A James Farmilo
Pavel Gris
Ariane Khatiz
Amanda Matthews
Marjo Piltonen
Abdelaziz Amrani
Denis Gris
author_sort Cassidy Tomlinson
collection DOAJ
description 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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spelling doaj-art-a31b06062fe24c3497f86fcfdb3bb7e82025-08-20T02:22:36ZengPublic Library of Science (PLoS)PLoS ONE1932-62032024-01-011911e030829710.1371/journal.pone.0308297A convenient analytic method for gel quantification using ImageJ paired with Python or R.Cassidy TomlinsonAshwini RajasekaranKarine Brochu-GaudreauClaire DuboisA James FarmiloPavel GrisAriane KhatizAmanda MatthewsMarjo PiltonenAbdelaziz AmraniDenis GrisIn 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.https://doi.org/10.1371/journal.pone.0308297
spellingShingle Cassidy Tomlinson
Ashwini Rajasekaran
Karine Brochu-Gaudreau
Claire Dubois
A James Farmilo
Pavel Gris
Ariane Khatiz
Amanda Matthews
Marjo Piltonen
Abdelaziz Amrani
Denis Gris
A convenient analytic method for gel quantification using ImageJ paired with Python or R.
PLoS ONE
title A convenient analytic method for gel quantification using ImageJ paired with Python or R.
title_full A convenient analytic method for gel quantification using ImageJ paired with Python or R.
title_fullStr A convenient analytic method for gel quantification using ImageJ paired with Python or R.
title_full_unstemmed A convenient analytic method for gel quantification using ImageJ paired with Python or R.
title_short A convenient analytic method for gel quantification using ImageJ paired with Python or R.
title_sort convenient analytic method for gel quantification using imagej paired with python or r
url https://doi.org/10.1371/journal.pone.0308297
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