Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – New research on Biotechnology - Gene T herapy is the subject of a report. According to news reporting originating in Ir vine, California, by NewsRx journalists, research stated, “Massively parallel re porter assays (MPRAs) are powerful tools for quantifying the impacts of sequence variation on gene expression. Reading out molecular phenotypes with sequencing enables interrogating the impact of sequence variation beyond genome scale.” The news reporters obtained a quote from the research from the University of Cal ifornia, “Machine learning models integrate and codify information learned from MPRAs and enable generalization by predicting sequences outside the training dat a set. Models can provide a quantitative understanding of -regulatory codes cont rolling gene expression, enable variant stratification, and guide the design of synthetic regulatory elements for applications from synthetic biology to mRNA an d gene therapy.”
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