TM-ZC: A Deep Learning-Based Predictor for the Z-Coordinate of Residues in α-Helical Transmembrane Proteins

TM-ZC: A Deep Learning-Based Predictor for the Z-Coordinate of Residues in α-Helical Transmembrane Proteins

Z-coordinate is an important structural feature of α-helical transmembrane proteins (α-TMPs), which is defined as the distance from a residue to the center of the biological membrane. Since the α-TMP structures from both experimental solved and computational predicte...

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Bibliographic Details
Main Authors: Chang Lu, Yingli Gong, Zhe Liu, Yuanzhao Guo, Zhiqiang Ma, Han Wang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
α-helical transmembrane protein
convolutional neural network (CNN)
regression
Z-coordinate of residues
Online Access:https://ieeexplore.ieee.org/document/9016169/

Internet

https://ieeexplore.ieee.org/document/9016169/

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