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Deep generative models that learn from the distribution of natural protein sequences and structures may enable the design of new proteins with valuable functions. While the majority of today's models focus on generating either sequences or structures
Externí odkaz:
http://arxiv.org/abs/2410.01773
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Autor:
Wang, Qiaochu, Wang, Zengge, Wang, Yizhen, Qi, Zhan, Bai, Dayong, Wang, Chentong, Chen, Yuanying, Xu, Wenjian, Zhu, Xili, Jeon, Jaepyo, Xiong, Jian, Hao, Chanjuan, Zhu, Michael Xi, Wei, Aihua, Li, Wei
Publikováno v:
Nature Communications; 1/14/2023, Vol. 14 Issue 1, p1-16, 16p
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Autor:
Xia Z; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.; Research Center for Industries of the Future, Westlake University, Hangzhou, China.; Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China.; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, China.; School of Life Sciences, Westlake University, Hangzhou, China., Jin Q; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.; Research Center for Industries of the Future, Westlake University, Hangzhou, China.; School of Life Sciences, Westlake University, Hangzhou, China.; Artificial Intelligence Drug Design Core Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China., Long Z; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.; Research Center for Industries of the Future, Westlake University, Hangzhou, China.; Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China.; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, China.; School of Life Sciences, Westlake University, Hangzhou, China., He Y; School of Life Sciences, Westlake University, Hangzhou, China., Liu F; Department of Neurosurgery, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China., Sun C; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.; School of Medicine, Zhejiang University, Hangzhou, China., Liao J; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.; Research Center for Industries of the Future, Westlake University, Hangzhou, China.; School of Life Sciences, Westlake University, Hangzhou, China.; Artificial Intelligence Drug Design Core Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China., Wang C; Department of Neurosurgery, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China., Wang C; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.; Research Center for Industries of the Future, Westlake University, Hangzhou, China.; School of Life Sciences, Westlake University, Hangzhou, China.; Artificial Intelligence Drug Design Core Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China., Zheng J; Department of Neurosurgery, The Second Affiliated Hospital of Zhejiang University School of Medicine, Hangzhou, China., Zhao W; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.; Research Center for Industries of the Future, Westlake University, Hangzhou, China.; Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China.; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, China.; School of Life Sciences, Westlake University, Hangzhou, China., Zhang T; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China.; Research Center for Industries of the Future, Westlake University, Hangzhou, China.; School of Life Sciences, Westlake University, Hangzhou, China.; Artificial Intelligence Drug Design Core Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China., Rich JN; University of Pittsburgh Medical Center Hillman Cancer Center, Department of Neurology, University of Pittsburgh, Pittsburgh, PA, USA., Zhang Y; School of Life Sciences, Westlake University, Hangzhou, China., Cao L; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China. caolongxing@westlake.edu.cn.; Research Center for Industries of the Future, Westlake University, Hangzhou, China. caolongxing@westlake.edu.cn.; School of Life Sciences, Westlake University, Hangzhou, China. caolongxing@westlake.edu.cn.; Artificial Intelligence Drug Design Core Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China. caolongxing@westlake.edu.cn., Xie Q; Westlake Disease Modeling Laboratory, Westlake Laboratory of Life Sciences and Biomedicine, Hangzhou, China. xieqi@westlake.edu.cn.; Research Center for Industries of the Future, Westlake University, Hangzhou, China. xieqi@westlake.edu.cn.; Key Laboratory of Growth Regulation and Translational Research of Zhejiang Province, School of Life Sciences, Westlake University, Hangzhou, China. xieqi@westlake.edu.cn.; Institute of Basic Medical Sciences, Westlake Institute for Advanced Study, Hangzhou, China. xieqi@westlake.edu.cn.; School of Life Sciences, Westlake University, Hangzhou, China. xieqi@westlake.edu.cn.
Publikováno v:
Nature biomedical engineering [Nat Biomed Eng] 2024 Oct 17. Date of Electronic Publication: 2024 Oct 17.
Autor:
Zhang B; State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China., Wang C; State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China., Guo M; State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China., Xiao H; State Key Laboratory of Microbial Metabolism, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai 200240, China.
Publikováno v:
Se pu = Chinese journal of chromatography [Se Pu] 2021 Jan; Vol. 39 (1), pp. 77-86.