Machine-Learning Approach Reveals Microbiome, Metabolome, Lipidome, and Their Interaction in Type 1 Diabetes Mellitus

被引:0
|
作者
Tan, Huiling
Shi, Yu
Yue, Tong
Zheng, Dongxue
Wang, Chaofan
Liu, Ziyu
Yang, Daizhi
Ding, Yu
Xu, Wen
Yan, Jinhua
Luo, Sihui
Weng, Jianping
Zheng, Xueying
机构
基金
中国国家自然科学基金;
关键词
D O I
10.2337/db23-185-OR
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
185-OR
引用
收藏
页数:2
相关论文
共 50 条
  • [22] Further analysis reveals new gut microbiome markers of type 2 diabetes mellitus
    Xiaokai Wang
    Xiaoqiang Xu
    Yan Xia
    Antonie van Leeuwenhoek, 2017, 110 : 445 - 453
  • [23] Further analysis reveals new gut microbiome markers of type 2 diabetes mellitus
    Wang, Xiaokai
    Xu, Xiaoqiang
    Xia, Yan
    ANTONIE VAN LEEUWENHOEK INTERNATIONAL JOURNAL OF GENERAL AND MOLECULAR MICROBIOLOGY, 2017, 110 (03): : 445 - 453
  • [24] The cost of Type II Diabetes Mellitus: A Machine Learning Perspective
    Sheikhi, G.
    Altincay, H.
    XIV MEDITERRANEAN CONFERENCE ON MEDICAL AND BIOLOGICAL ENGINEERING AND COMPUTING 2016, 2016, 57 : 818 - 821
  • [25] Optimized Machine Learning Approach for the Prediction of Diabetes-Mellitus
    Challa, Manoj
    Chinnaiyan, R.
    COMPUTATIONAL VISION AND BIO-INSPIRED COMPUTING, 2020, 1108 : 321 - 328
  • [26] Machine-Learning Models to Predict CKD and HF in Type 2 Diabetes Patients
    Tsubota, Hiroo
    Suzuki, Atsushi
    Makino, Masaki
    Kanda, Eiichiro
    Yajima, Toshitaka
    Kidani, Yoko
    Morita, Naru
    Kanemata, Satomi
    DIABETES, 2022, 71
  • [27] Study of the gut microbiome in Egyptian patients with type 1 diabetes mellitus
    Allakany, Ahmed I.
    Elbanna, Amany A.
    Rohoma, Kamel H.
    Ahmed, Shwikar M.
    Ibrahim, Ahmed E.
    Fawzy, Moamen A.
    Header, Doaa A.
    GASTROENTEROLOGY REVIEW-PRZEGLAD GASTROENTEROLOGICZNY, 2023, 18 (02): : 190 - 197
  • [28] A Hybrid Machine-Learning Model Based on Global and Local Learner Algorithms for Diabetes Mellitus Prediction
    Rufo, Derara Duba
    Debelee, Taye Girma
    Negera, Worku Gachena
    JOURNAL OF BIOMIMETICS BIOMATERIALS AND BIOMEDICAL ENGINEERING, 2021, 54 : 65 - 88
  • [29] Voting Classification-Based Diabetes Mellitus Prediction Using Hypertuned Machine-Learning Techniques
    Mushtaq, Zaigham
    Ramzan, Muhammad Farhan
    Ali, Sikandar
    Baseer, Samad
    Samad, Ali
    Husnain, Mujtaba
    MOBILE INFORMATION SYSTEMS, 2022, 2022
  • [30] Integrated microbiome-metabolome analysis reveals novel associations between fecal microbiota and hyperglycemia-related changes of plasma metabolome in gestational diabetes mellitus
    Dong, Lina
    Han, Lingna
    Duan, Tao
    Lin, Shumei
    Li, Jianguo
    Liu, Xiaojing
    RSC ADVANCES, 2020, 10 (04) : 2027 - 2036