Structure-aware protein solubility prediction from sequence through graph convolutional network and predicted contact map

Journal of Cheminformatics

Jianwen Chen¹  Shuangjia Zheng¹  Yuedong Yang²  Huiying Zhao³ 

[1] School of Data and Computer Science, Sun Yat-Sen University, Guangzhou, China;School of Data and Computer Science, Sun Yat-Sen University, Guangzhou, China;Key Laboratory of Machine Intelligence and Advanced Computing (Sun Yat-Sen University), 510000, Guangzhou, China;Sun Yat-Sen Memorial Hospital, Sun Yat-Sen University, Guangzhou, China;

关键词: Protein solubility prediction;    Graph neural network;    Predicted contact map;    Deep learning;   

DOI  :  10.1186/s13321-021-00488-1

来源: Springer

【 授权许可】

CC BY