English(EN) SurfDesign: Effective Protein Design on Molecular Surfaces

SurfDesign框架利用表面几何学推进蛋白质设计

作者 PulseAugur 编辑部 · [1 个来源] · 2026-06-09 04:00

研究人员开发了SurfDesign，一个专注于分子表面几何学和理化性质的新蛋白质设计框架。该方法将表面的连续几何流形建模与蛋白质语言模型相结合。据报道，SurfDesign在设计新型结合蛋白和酶方面优于现有的表面条件和仅骨架方法，并且在逆向折叠任务中也表现强劲。 AI

影响通过将表面几何学与语言模型相结合，引入了一种新颖的功能性蛋白质设计方法，有望改进从头设计结合蛋白和酶的创造。

排序理由该集群包含一篇详细介绍蛋白质设计新方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

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arXiv cs.AI TIER_1 English(EN) · Fang Wu, Shuting Jin, Xiangru Tang, Mark Gerstein, Xiangxiang Zeng, Yejin Choi, Jure Leskovec, Jinbo Xu · 2026-06-09 04:00

SurfDesign: 分子表面上的有效蛋白质设计

arXiv:2606.07567v1 Announce Type: cross Abstract: Protein function is largely determined by molecular surface geometry and physicochemical complementarity, yet most protein design methods condition only on backbone structure. We introduce SurfDesign, a surface-conditioned protein…