PlantRNA-FM: An Interpretable RNA Foundation Model for Exploration Functional RNA Motifs in Plants
Haopeng Yu,
Heng Yang,
Wenqing Sun
et al.
Abstract:The complex ‘language’ of plant RNA encodes a vast array of biological regulatory elements that orchestrate crucial aspects of plant growth, development, and adaptation to environmental stresses. Recent advancements in foundation models (FMs) have demonstrated their unprecedented potential to decipher complex ‘language’ in biology. In this study, we introduced PlantRNA-FM, a novel high-performance and interpretable RNA FM specifically designed based on RNA features including both sequence and structure. PlantR… Show more
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