bioRxiv ScienceSearch

Biology subjects

Joshua Elkington

Publications and source records attributed to Joshua Elkington.

2 recordsLinked to original sources

Modeling small RNA competition in C. elegans

Website SummarySmall RNAs are important regulators of gene expression; however, the relationship between small RNAs is poorly understood. Studying the crosstalk between small RNA pathways can help understand how gene expression is regulated. One hypothesis suggests that small RNA competition arises from limited enzymatic resources. Therefore, a model was created in order to gain insights into this competition.\n\nAbstractSmall RNAs have been determined to have an essential role in gene regulation. However, competition between small RNAs is a poorly understood aspect of small RNA dynamics. Recent evidence has suggested that competition between small RNA pathways arises from a scarcity of common resources essential for small RNA activity. In order to understand how competition affects small RNAs in C. elegans, a system of differential equations was used. The model recreates normal behavior of small RNAs and uses random sampling in order to determine the coefficients of competition for each small RNA class. The model includes endogenous small-interfering RNAs (endo-siRNA), exogenous small-interfering RNAs (exo-siRNA), and microRNAs (miRNA). The model predicts that exo-siRNAs is dominated by competition between endo-siRNAs and miRNAs. Furthermore, the model predicts that competition is required for normal levels of endogenous small RNAs to be maintained. Although the model makes several assumptions about cell dynamics, the model is still useful in order to understand competition between small RNA pathways.

Bioinformatics

Connecting small RNAs and Aging

Website SummarySmall RNAs are important gene regulators of stress response, aging, and many other things. More analysis needs to be done in order to gain a better understanding of these molecules to find connections between small RNAs and important things like aging.\n\nSummarySmall RNAs are a diverse population of gene regulators, but their role in the cell is not fully characterized. Bioinformatics was used to prove their connection with aging and expand current knowledge for these molecules.\n\nAbstractSmall RNAs have a wide range of functions and recent studies have found connections between these molecules and aging pathways. However, the process to systematically characterize this relationship is slow. Prediction tools can be used to expedite this process by finding new genes and pathways that cross talk with each other. Using phylogenetic and systems analysis, connections between small RNAs and aging were proven and new genes that may be related to aging were identified. This type of analysis can be applied to many different pathways in order to fully characterize the role of small RNAs.

Molecular Biology