使用深度学习和变压器层对酶编码基因的功能注释

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Gi Bae Kim1,2,3, Ji Yeon Kim1,2,3, Jong An Lee1,2,3

  • 1Metabolic and Biomolecular Engineering National Research Laboratory, Department of Chemical and Biomolecular Engineering (BK21 four), Korea Advanced Institute of Science and Technology (KAIST), Daejeon, 34141, Republic of Korea.

Nature communications
|November 14, 2023
PubMed
概括

深度学习模型DeepECtransformer预测了未注释的微生物基因的酶委员会 (EC) 数量. 这通过使用序列数据和图案来识别酶功能的功能性基因注释来推进功能性基因注释.

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