Integrating multi-omics and machine learning strategies to explore the "gene-protein-metabolite" network in ischemic heart failure with Qi deficiency and blood stasis syndrome.

Abstract

Authors

• Jingjing Wei
  Center for Medical Research and Innovation, Shanghai Pudong Hospital, Fudan University Pudong Medical Center; State Key Laboratory of Genetic Engineering, School of Life Sciences, Zhongshan Hospital, Fudan University, Shanghai, 200438, China.
• Aolong Wang
  Department of Cardiovascular Disease, The First Affiliated Hospital of Henan University of Chinese Medicine, Renmin Road 19, Jinshui District, Zhengzhou, 450000, China.
• Peng Yu
  College of Life Science, Northwest Normal University, Lanzhou, 730070, Gansu, People's Republic of China.
• Yang Sun
  Department of Gastroenterology, First Affiliated Hospital of Kunming Medical University, Kunming, China.
• Wenjun Wu
  Department of Medical Education and Biomedical Informatics, University of Washington, Seattle, WA.
• Yilin Zhang
  Department of Preventive Medicine, School of Public Health, Fujian Medical University; and Key Laboratory of Environment and Health, Fujian Province University, 1 North Xue-Fu Rd, Minhou, Fuzhou, 350122, Fujian Province, China.
• Rui Yu
  Beijing Institute of Biotechnology, 20 Dongdajie Street, Fengtai District, Beijing, China.
• Bin Li
  Department of Magnetic Resonance Imaging (MRI), Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
• Mingjun Zhu
  Department of Cardiovascular Disease, The First Affiliated Hospital of Henan University of Chinese Medicine, Zhengzhou, 450000, Henan, China. zhumingjun317@163.com.

Keywords

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