ColabFold从单个序列预测了替代蛋白质结构,AF集群不需要共同进化
Lauren L Porter1,2, Devlina Chakravarty1, Joseph W Schafer1
1National Center for Biotechnology Information, National Library of Medicine, National Institutes of Health, Bethesda, MD 20894.
bioRxiv : the preprint server for biology
|December 11, 2023
概括
AF集群可以预测蛋白质结构,而无需集群多个序列对齐. 替代蛋白质结构可以从单个序列中预测,这挑战了同进化数据的必要性.
科学领域:
- 结构生物学是结构生物学.
- 生物信息学是一种生物信息学.
背景情况:
- 球状蛋白是动态的,可以采用多种功能结构.
- 预测这些替代蛋白质构成对于理解蛋白质功能至关重要.
结论:
- AF-cluster的预测能力可能仅限于在 ColabFold 的训练数据中存在同质结构的序列.
- 这一发现建议重新评估共进化数据在蛋白质结构预测中的作用.
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