Role of fatty acid metabolism-related genes in periodontitis based on machine learning and bioinformatics analysis.

Journal: Hua xi kou qiang yi xue za zhi = Huaxi kouqiang yixue zazhi = West China journal of stomatology
PMID: 39610070

Abstract

OBJECTIVES: This study aims to investigate the role of genes related to fatty acid metabolism in periodontitis through machine learning and bioinformatics methods.

Authors

  • Yuxiang Chen
    Laboratory of Lung, Xinglin Branch of the First Affiliated Hospital of Xiamen University, Xiamen 361022, Fujian, China.
  • Anna Zhao
    Affiliated Stomatology Hospital of Kunming Medical University, Kunming, Yunnan, China; Yunnan Provincial Key Laboratory of Stomatology, Kunming, Yunnan, China.
  • Haoran Yang
    School of Medical Imaging, Binzhou Medical University, No. 346 Guanhai Road, Laishan District, Yantai, 264003, China.
  • Xia Yang
    From the Department of Integrative Biology and Physiology, University of California, Los Angeles (Y.Z., Q.M., X.Y.); and Target Sciences Computational Biology (US), GSK, King of Prussia, PA (J.C., J.M.F., D.K.R.). xyang123@ucla.edu deepak.k.rajpal@gsk.com.
  • Tingting Cheng
  • Xianqi Rao
    Affiliated Stomatology Hospital of Kunming Medical University, Kunming, Yunnan, China; Yunnan Provincial Key Laboratory of Stomatology, Kunming, Yunnan, China.
  • Ziliang Li
    Affiliated Stomatology Hospital of Kunming Medical University, Kunming, Yunnan, China; Yunnan Provincial Key Laboratory of Stomatology, Kunming, Yunnan, China. 1752114604@qq.com.

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