1. Department of Endocrinology and Metabology, The Affiliated Hospital of Qingdao University
2. Department of Rheumatology & Clinical Immunology, the Affiliated Hospital of Qingdao University
3. Shandong Provincial Key Laboratory of Metabolic Diseases, The Affiliated Hospital of Qingdao University, Qingdao, China
4. Institute of Metabolic Diseases, Qingdao University, Qingdao, China
5. Department of Clinical Laboratory, The Affiliated Hospital of Qingdao University
6. Department of Mathematics and Statistics, Lancaster University, Lancaster, UK