Publications by authors named "Jacob DeRoo"

Article Synopsis
  • Riboswitches are noncoding RNA structures that bind to small molecules, altering their shape to regulate cell functions, and are mainly found in bacteria, fungi, and plants.
  • Researchers used machine learning to analyze riboswitch sequences and 5'UTR mRNA sequences to identify potential new riboswitches, achieving high validation accuracy for their classifiers.
  • They identified 436 mRNA sequences with potential riboswitch elements and created an online database to assist in further research on these riboswitches.
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Defining the binding epitopes of antibodies is essential for understanding how they bind to their antigens and perform their molecular functions. However, while determining linear epitopes of monoclonal antibodies can be accomplished utilizing well-established empirical procedures, these approaches are generally labor- and time-intensive and costly. To take advantage of the recent advances in protein structure prediction algorithms available to the scientific community, we developed a calculation pipeline based on the localColabFold implementation of AlphaFold2 that can predict linear antibody epitopes by predicting the structure of the complex between antibody heavy and light chains and target peptide sequences derived from antigens.

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Cannabinoids are important industrial analytes commonly assayed with high-pressure liquid chromatography (HPLC). In this study, we evaluate the suitability of MIL-53(Al), a commercially available metal-organic framework (MOF), as a stationary phase for cannabinoid separations. The suitability of an MOF for a given separation is hypothesized to be limited by the ability of a given molecule to enter the pore of the MOF.

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