Identification and optimization of relevant factors for chronic kidney disease in abdominal obesity patients by machine learning methods: insights from NHANES 2005-2018.

Journal: Lipids in health and disease
PMID:

Abstract

BACKGROUND: The intake of dietary antioxidants and glycolipid metabolism are closely related to chronic kidney disease (CKD), particularly among individuals with abdominal obesity. Nevertheless, the cumulative effect of multiple comorbid risk factors on the progression and complications of CKD remains inadequately characterized.

Authors

  • Xiangling Deng
    Graduate School, Beijing University of Chinese Medicine, Beijing, China.
  • Lifei Ma
    Department of Urology, Bayi Children's Hospital, Affiliated to The Seventh Medical Center of Chinese PLA General Hospital, Beijing, People's Republic of China.
  • Pin Li
    Department of Urology, Bayi Children's Hospital, Affiliated to The Seventh Medical Center of Chinese PLA General Hospital, Beijing, People's Republic of China.
  • Mengyang He
    Outpatient Departmentof the 52nd Retired Cadre Center, Beijing, China.
  • Ruyue Jin
    Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, No.5 Nanmen Cang Hutong, Dongcheng District, Beijing, People's Republic of China.
  • Yuandong Tao
    Department of Urology, the Seventh Medical Centre, Chinese PLA General Hospital, No.5 Nan Mencang, Dongcheng District, Beijing 100700, China.
  • Hualin Cao
    Department of Urology, Nanxi Shan Hospital of Guangxi Zhuang Autonomous Region, Guilin, People's Republic of China.
  • Hengyu Gao
    Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, No.5 Nanmen Cang Hutong, Dongcheng District, Beijing, People's Republic of China.
  • Wenquan Zhou
    Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, No.5 Nanmen Cang Hutong, Dongcheng District, Beijing, People's Republic of China.
  • Kuan Lu
    Senior Department of Pediatrics, The Seventh Medical Center of Chinese PLA General Hospital, No.5 Nanmen Cang Hutong, Dongcheng District, Beijing, People's Republic of China.
  • Xiaoye Chen
    Nanxi Shan Hospital of Guangxi Zhuang Autonomous Region (The Second People's Hospital of Guangxi Zhuang Autonomous Region), Guilin, China.
  • Wenchao Li
    Institute of Pathology, University Medical Center Hamburg-Eppendorf, Hamburg, Germany.
  • Huixia Zhou
    Department of Urology, Bayi Children's Hospital, Affiliated to The Seventh Medical Center of Chinese PLA General Hospital, Beijing, People's Republic of China.