AI Article Synopsis

  • Recent research on mRNA therapeutics has increased due to COVID-19, with applications in vaccination, cancer therapy, and immune modulation, but they face challenges like instability and degradation.
  • Traditional agarose gel electrophoresis has been the standard for analyzing RNA, but newer methods, like those using the Agilent 2100 Bioanalyzer, offer better quality assessment despite being more expensive and less accessible.
  • The proposed full-lane quantification (FLQ) method integrates ImageJ with programming in Python and R to provide a quick and affordable way to evaluate mRNA degradation, yielding results comparable to those from more sophisticated systems.

Article Abstract

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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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11581290PMC
http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0308297PLOS

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