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Multi-omics and artificial intelligence for precision drug discovery and potential clinical applications.

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Title: Multi-omics and artificial intelligence for precision drug discovery and potential clinical applications.
Authors: Liu Y; Department of Integrated Traditional Chinese & Western Medicine, The Second Xiangya Hospital, Central South University, Changsha, China.; National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital, Central South University, Changsha, China., Zhu K; Department of Pharmacology, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, China., Peng W; Department of Integrated Traditional Chinese & Western Medicine, The Second Xiangya Hospital, Central South University, Changsha, China. pengweijun87@csu.edu.cn.; National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital, Central South University, Changsha, China. pengweijun87@csu.edu.cn., Liu Z; Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Xiangya Hospital Central South University, Changsha, China. zqliu@csu.edu.cn.; Institute of Clinical Pharmacology and Engineering Research Center of Applied Technology of Pharmacogenomics of Ministry of Education, Central South University, Changsha, China. zqliu@csu.edu.cn., Mao X; Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Xiangya Hospital Central South University, Changsha, China. xiaoyuanm@csu.edu.cn.; Institute of Clinical Pharmacology and Engineering Research Center of Applied Technology of Pharmacogenomics of Ministry of Education, Central South University, Changsha, China. xiaoyuanm@csu.edu.cn.
Source: Signal transduction and targeted therapy [Signal Transduct Target Ther] 2026 Jun 03; Vol. 11 (1). Date of Electronic Publication: 2026 Jun 03.
Publication Type: Journal Article; Review
Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101676423 Publication Model: Electronic Cited Medium: Internet ISSN: 2059-3635 (Electronic) Linking ISSN: 20593635 NLM ISO Abbreviation: Signal Transduct Target Ther Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Liu+Y%22">Liu Y</searchLink>; Department of Integrated Traditional Chinese & Western Medicine, The Second Xiangya Hospital, Central South University, Changsha, China.; National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Zhu+K%22">Zhu K</searchLink>; Department of Pharmacology, Xiangya School of Pharmaceutical Sciences, Central South University, Changsha, China.<br /><searchLink fieldCode="AU" term="%22Peng+W%22">Peng W</searchLink>; Department of Integrated Traditional Chinese & Western Medicine, The Second Xiangya Hospital, Central South University, Changsha, China. pengweijun87@csu.edu.cn.; National Clinical Research Center for Metabolic Diseases, The Second Xiangya Hospital, Central South University, Changsha, China. pengweijun87@csu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Liu+Z%22">Liu Z</searchLink>; Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Xiangya Hospital Central South University, Changsha, China. zqliu@csu.edu.cn.; Institute of Clinical Pharmacology and Engineering Research Center of Applied Technology of Pharmacogenomics of Ministry of Education, Central South University, Changsha, China. zqliu@csu.edu.cn.<br /><searchLink fieldCode="AU" term="%22Mao+X%22">Mao X</searchLink>; Department of Clinical Pharmacology, Hunan Key Laboratory of Pharmacogenetics and National Clinical Research Center for Geriatric Disorders (Xiangya Hospital), Xiangya Hospital Central South University, Changsha, China. xiaoyuanm@csu.edu.cn.; Institute of Clinical Pharmacology and Engineering Research Center of Applied Technology of Pharmacogenomics of Ministry of Education, Central South University, Changsha, China. xiaoyuanm@csu.edu.cn.
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  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Publishing+Group%22">Nature Publishing Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101676423 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2059-3635 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220593635%22">20593635 </searchLink><i>NLM ISO Abbreviation: </i>Signal Transduct Target Ther <i>Subsets: </i>MEDLINE
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        Value: 10.1038/s41392-026-02631-6
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            – D: 03
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              Text: 2026 Jun 03
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              Value: 11
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            – TitleFull: Signal transduction and targeted therapy
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