AlphaGEM enables precise genome-scale metabolic modelling by integrating protein structure alignment with deep-learning-based dark metabolism mining

W Weishang Han L Luchi Xiao H Haocheng Sun G Guangming Xiang Q Qianxi Jia H Haoyu Wang B Boyang Ji C Cheng Zhang E Eduard J. Kerkhoven (Department of Life Sciences, Chalmers University of Technology) J Jens Nielsen H Hongzhong Lu (State Key Laboratory of Microbial Metabolism, School of Life Science and Biotechnology, Shanghai Jiao Tong University)

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 16, 2026
ISSN 2041-1723
Publisher Nature Portfolio

Journal Info

Nature Communications

Nature Portfolio

ISSN: 2041-1723 Open Access Life Sciences

Authors (11)

W

Weishang Han

L

Luchi Xiao

H

Haocheng Sun

G

Guangming Xiang

Q

Qianxi Jia

H

Haoyu Wang

B

Boyang Ji

C

Cheng Zhang

E

Eduard J. Kerkhoven

Department of Life Sciences, Chalmers University of Technology

J

Jens Nielsen

H

Hongzhong Lu

State Key Laboratory of Microbial Metabolism, School of Life Science and Biotechnology, Shanghai Jiao Tong University