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Updated: Aug 8, 2026

Highly Efficient Ligation of Small RNA Molecules for MicroRNA Quantitation by High-Throughput Sequencing
Published on: November 18, 2014
Mathematical models of RNA silencing: unidirectional amplification limits accidental self-directed reactions
Carl T Bergstrom1, Erin McKittrick, Rustom Antia
1Department of Biology and Molecular and Cellular Biology Program, University of Washington, Seattle, WA 98195, USA.
Abstract:
RNA silencing, found broadly throughout the eukaryotes, posttranscriptionally suppresses the expression of "aberrant" genes including those of many viruses and transposons. Similar to the specific immune system of vertebrates, RNA silencing works by generating specific responses against foreign elements and rapidly amplifying these responses to clear or otherwise inactivate the threat. Also like the vertebrate immune system, RNA-silencing systems risk making mistakes and mounting undesirable responses against the self. We develop a set of mathematical models of RNA silencing. We show that current models of RNA silencing do little to explain what prevents mistaken reactions from silencing vital organismal genes. We extend the basic models to show that the presumed unidirectional nature of the amplification process (namely, unidirectional RNA-directed RNA polymerase-mediated synthesis of secondary double-stranded RNA as observed in Caenorhabditis elegans) serves as a "safety mechanism" that safeguards against accidental generation of damaging self-directed reactions.
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