Biomarker discovery and metabolic profiling in serum of cardiovascular disease patients with untargeted metabolomics and machine learning
1. CAS Key Laboratory of Nutrition, Metabolism, and Food Safety, Shanghai Institute of Nutrition and Health, Chinese Academy of Sciences (CAS), Shanghai, China
2. University of Chinese Academy of Sciences, Beijing, China
3. School of Life Science and Technology, ShanghaiTech University, Shanghai, China
4. Department of Biomedical Sciences, The Tung Biomedical Sciences Centre, Jockey Club College of Veterinary Medicine and Life Sciences, State Key Laboratory of Marine Pollution (SKLMP), The Shenzhen Research Institute and Futian Research Institute, City University of Hong Kong, Hong Kong, China
5. School of Basic Medical Sciences, The Institute of Cardiovascular Sciences, State Key Laboratory of Vascular Homeostasis and Remodeling, NHC Key Laboratory of Cardiovascular Molecular Biology and Regulatory Peptides, Beijing Key Laboratory of Cardiovascular Receptors Research, Health Science Center, Peking University, Beijing, China
6. Department of Endocrinology, Shenzhen Second People's Hospital, the First Affiliated Hospital of Shenzhen University, Health Science Center of Shenzhen University, Shenzhen Clinical Research Center for Metabolic Diseases, Shenzhen Center for Diabetes Control and Prevention, Shenzhen, Guangdong, China
7. Beijing Tiantan Hospital, China National Clinical Research Center for Neurological Diseases, Advanced Innovation Center for Human Brain Protection, The Capital Medical University, Beijing, China
8. School of Basic Medical Sciences, The Institute of Systems Biomedicine, Health Science Center, Peking University, Beijing, China
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