Oxidative balance score and menopausal status: insights from epidemiological analysis and machine learning models.

Journal: Frontiers in nutrition
Published Date: May 20, 2025

Abstract

BACKGROUND: Unhealthy lifestyle habits, such as smoking, can impact oxidative stress. During oxidative stress, unnaturalized free radicals can damage DNA, proteins, and lipids, leading to cellular damage and death. A comprehensive measurement of various pro-oxidative and antioxidative exposures can reflect an individual's oxidative stress burden. However, studies on assessing the association between dietary and lifestyle factors related to oxidative stress and menopause were previously lacking.

Authors

  • Chunlin Dong
    Department of Obstetrics and Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China.
  • Ding Ma
    Department of Obstetrics and Gynaecology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei 430030, China.
  • Jinjin Yu
    Department of Obstetrics and Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China.
  • Ke Gu
    Beijing Key Laboratory of Computational Intelligence and Intelligent System, Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China.
  • Yaying Lin
    Department of Obstetrics and Gynecology, Affiliated Hospital of Jiangnan University, Wuxi, China.
  • Jing Song
    School of Economics and Management, Tsinghua University, Beijing, China.
  • Yuan Wang
    State Key Laboratory of Soil and Sustainable Agriculture, Changshu National Agro-Ecosystem Observation and Research Station, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, China.
  • Yanjun Zhou
    College of Economic and Management, Shanghai Polytechnic University, Shanghai 201209, China.

Keywords

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