TMP- SSurface2: A Novel Deep Learning-Based Surface Accessibility Predictor for Transmembrane Protein Sequence

TMP- SSurface2: A Novel Deep Learning-Based Surface Accessibility Predictor for Transmembrane Protein Sequence

Transmembrane protein (TMP) is an important type of membrane protein that is involved in various biological membranes related biological processes. As major drug targets, TMPs’ surfaces are highly concerned to form the structural biases of their material-bindings for drugs or other biological molecu...

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Bibliographic Details
Main Authors: Zhe Liu, Yingli Gong, Yuanzhao Guo, Xiao Zhang, Chang Lu, Li Zhang, Han Wang
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-03-01
Series:Frontiers in Genetics
Subjects:
transmembrane protein
deep learning
relative accessible surface area
attention mechanism
long short term memory
Online Access:https://www.frontiersin.org/articles/10.3389/fgene.2021.656140/full

Internet

https://www.frontiersin.org/articles/10.3389/fgene.2021.656140/full

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