New AI Model BigRNA Predicts Gene Regulation, Identifies Disease Variants, and Designs RNA Therapeutics
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Deep Genomics introduces BigRNA, an AI foundation model that predicts tissue-specific gene regulation and designs RNA therapeutics.
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BigRNA outperforms current deep learning models at predicting regulatory protein and miRNA binding sites.
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BigRNA accurately identifies disease variants and mechanisms, like polyadenylation site changes in syndromic X-linked microphthalmia.
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Without additional training, BigRNA designs effective steric blocking oligos, including for Wilson disease and SMA genes.
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BigRNA is the first model capable of discovering new RNA biology and designing tailored RNA therapeutics.