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RNA分子在生物学中发挥着极其多样的作用：既可作为编码蛋白质合成指令的信使，也可作为响应配体的调控开关以控制基因表达，还能催化各类生化反应。这些功能的实现，通常取决于每种RNA分子所采用的特定折叠构象或折叠系综，涵盖其二级结构及更高阶的三维（3D）结构。从序列出发准确预测RNA结构，有望加速阐明RNA的作用机制，并推动合成RNA药物与器件的理性设计。在2026年第6814期《Science》上，Townley等人针对旨在实现这一目标的最先进深度学习方法，开展了一项重要评估。该研究及其他近期发表和未发表的成果均表明，尽管该领域正取得令人振奋的进展，但实现稳健的RNA结构预测仍面临重大瓶颈。

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（图片来源：《Science》）

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