Prediction of Enzyme Function Based on Three Parallel Deep CNN and Amino Acid Mutation

Prediction of Enzyme Function Based on Three Parallel Deep CNN and Amino Acid Mutation

During the past decade, due to the number of proteins in PDB database being increased gradually, traditional methods cannot better understand the function of newly discovered enzymes in chemical reactions. Computational models and protein feature representation for predicting enzymatic function are...

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Bibliographic Details
Main Authors: Ruibo Gao, Mengmeng Wang, Jiaoyan Zhou, Yuhang Fu, Meng Liang, Dongliang Guo, Junlan Nie
Format: Article
Language:English
Published: MDPI AG 2019-06-01
Series:International Journal of Molecular Sciences
Subjects:
enzyme function prediction
DCNN
amino acid sequence
mutation information
Online Access:https://www.mdpi.com/1422-0067/20/11/2845

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