Biological age prediction and NAFLD risk assessment: a machine learning model based on a multicenter population in Nanchang, Jiangxi, China.

Journal: BMC gastroenterology
PMID:

Abstract

BACKGROUND: The objective was to develop a biological age prediction model (NC-BA) for the Chinese population to enrich the relevant studies in this population. And to investigate the association between accelerated age and NAFLD.

Authors

  • Lianrui Deng
    Affiliated Rehabilitation Hospital of Nanchang University, Nanchang, China.
  • Jing Huang
    Department of Nephrology, The Second Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi, China.
  • Hang Yuan
    Department of Medical Affairs, MSD (China) Co., Ltd., Shanghai, China.
  • Qiangdong Liu
    Center of Stomatology, The Second Affiliated Hospital, Jiangxi Medical College, Nanchang University, No.1, Minde Road, Nanchang, 330000, Jiangxi, China.
  • Weiming Lou
    Institute of Translational Medicine, Nanchang University, Nanchang, China.
  • Pengfei Yu
    Xijing Hospital, Fourth Military Medical University, Xi'an, China.
  • Xiaohong Xie
    Sanming City Shaxian District General Hospital, Nanchang, China.
  • Xuyu Chen
    Physical Examination Center, The Second Affiliated Hospital of Nanchang University, Nanchang, China.
  • Yang Yang
    Department of Gastrointestinal Surgery, The Third Hospital of Hebei Medical University, Shijiazhuang, China.
  • Li Song
    Department of Obstetrics and Gynecology Qilu Hospital Cheeloo College of Medicine Shandong University Jinan Shandong China.
  • Libin Deng
    Jiangxi Provincial Key Laboratory of Preventive Medicine, Nanchang University, Nanchang, P.R. China.