APOD: A biomarker associated with oxidative stress in acute rejection of kidney transplants based on multiple machine learning algorithms and animal experimental validation.

Abstract

Authors

• Jun Pei
  Department of Chemistry and the Department of Biochemistry and Molecular Biology, Michigan State University, 578 South Shaw Lane, East Lansing, Michigan 48824, United States.
• Jie Zhang
  College of Physical Education and Health, Linyi University, Linyi, Shandong, China.
• Chengjun Yu
  Department of Urology, Children's Hospital of Chongqing Medical University, Chongqing, China; Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing Key Laboratory of Pediatrics, National Clinical Research Center for Child Health and Disorders, China International Science and Technology Cooperation Base of Child Development and Critical Disorders, Children's Hospital of Chongqing Medical University, Chongqing, China; Chongqing Key Laboratory of Children Urogenital Development and Tissue Engineering, Chongqing, China.
• Jin Luo
  Departments of Surgery, Stanford University, Stanford, CA 94305, USA.
• Yi Hua
  Laboratory of Molecular Design and Drug Discovery, School of Science, China Pharmaceutical University, 639 Longmian Avenue, Nanjing 211198, China.
• Guanghui Wei
  Xinjiang Tarim River Basin Management Bureau, Korla 841000, China.

Keywords

External Resources