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English(EN) RiboBridge: protein-conditioned de novo RNA binder structure design

RiboBridge框架为蛋白质结构设计RNA结合物

研究人员开发了RiboBridge,一个用于设计能够结合特定蛋白质结构RNA分子 novel framework。这种结构优先的方法将RNA构象的生成与蛋白质-RNA复合物的组装分离开来。RiboBridge首先识别蛋白质上潜在的结合界面,然后使用一个预训练的潜在空间RiboSphere生成RNA构象,最后预测相互作用约束以对齐这两个组件。 AI

影响 该框架通过提高蛋白质-RNA结合预测的准确性和效率,有望加速新型RNA疗法和分子工具的设计。

排序理由 该集群描述了一篇详细介绍解决科学问题的 novel computational framework 的新研究论文。

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RiboBridge框架为蛋白质结构设计RNA结合物

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报道来源 [2]

  1. arXiv cs.LG TIER_1 English(EN) · Zhou Zhang, Hanqun Cao, Minghao Sun, Odin Zhang, Yang Zhang, Pheng Ann Heng, Wujun Li, Tianfan Fu ·

    RiboBridge: protein-conditioned de novo RNA binder structure design

    arXiv:2610.30668v1 Announce Type: new Abstract: Designing RNA molecules that bind to target protein structures requires generating both an RNA conformation and its bound complex geometry, without assuming a predefined binding site. Existing approaches generally model these couple…

  2. Hugging Face Daily Papers TIER_1 English(EN) ·

    RiboBridge: protein-conditioned de novo RNA binder structure design

    Designing RNA molecules that bind to target protein structures requires generating both an RNA conformation and its bound complex geometry, without assuming a predefined binding site. Existing approaches generally model these coupled processes within a unified representation, ent…