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Updated: Sep 17, 2025

Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions
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Author Spotlight: A Computational Approach to Decipher Amino Acid Preferences in Multispecific Protein-Protein Interactions

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在Pythia-PPI突变后,可靠地预测蛋白质-蛋白质结合亲和力变化

Fangting Tao1,2,3, Jinyuan Sun3,4,5, Pengyue Gao1,2

  • 1Division of Life Sciences and Medicine, University of Science and Technology of China, Hefei 230026, China.

National science review
|June 27, 2025
PubMed
概括

皮提亚-PPI通过多任务学习和自我蒸提高了蛋白质-蛋白质相互作用 (PPI) 结合亲和力预测的准确性. 这种方法改善了对突变的预测,有助于蛋白质工程和理解遗传变异影响.

关键词:
微生物学的人工智能机器学习是机器学习.蛋白质工程工程 蛋白质工程蛋白质蛋白质相互作用

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