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Updated: Jun 30, 2025

Investigating Protein Sequence-structure-dynamics Relationships with Bio3D-web
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使用机器学习对蛋白质激酶结构进行分类

Ivan Reveguk1, Thomas Simonson1

  • 1Laboratoire de Biologie Structurale de la Cellule (CNRS UMR7654), Ecole Polytechnique, Palaiseau, France.

Protein science : a publication of the Protein Society
|March 19, 2024
PubMed
概括

机器学习模型准确地分类蛋白质激酶结构,区分活性/无活性状态和DFG动机位置. 这有助于通过分析结构数据来理解激酶信号和药物开发.

关键词:
亚太酶 ATPase 是一种酶.在XGBoost中使用.数据挖掘是数据挖掘的一个方法.结构生物学结构生物学

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