MetalProGNet: a structure-based deep graph model for metalloprotein–ligand interaction predictions

Author:

Jiang Dejun123,Ye Zhaofeng2,Hsieh Chang-Yu1,Yang Ziyi2,Zhang Xujun1,Kang Yu1ORCID,Du Hongyan1,Wu Zhenxing1,Wang Jike1ORCID,Zeng Yundian1,Zhang Haotian1,Wang Xiaorui4,Wang Mingyang1,Yao Xiaojun4ORCID,Zhang Shengyu2,Wu Jian3,Hou Tingjun1ORCID

Affiliation:

1. Innovation Institute for Artificial Intelligence in Medicine of Zhejiang University, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou 310058, Zhejiang, China

2. Tencent Quantum Laboratory, Tencent, Shenzhen 518057, Guangdong, China

3. College of Computer Science and Technology, Zhejiang University, Hangzhou 310006, Zhejiang, China

4. State Key Laboratory of Quality Research in Chinese Medicines, Macau University of Science and Technology, Macao

Abstract

Metalloproteins play essential roles in various biological processes ranging from reaction catalysis to free radical scavenging, and they are also pertinent to numerous pathologies including cancer, HIV infection,and inflammation.

Funder

Natural Science Foundation of Zhejiang Province

National Natural Science Foundation of China

National Key Research and Development Program of China

China Postdoctoral Science Foundation

Publisher

Royal Society of Chemistry (RSC)

Subject

General Chemistry

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