Positive-Unlabelled learning for identifying new candidate Dietary Restriction-related genes among ageing-related genes

被引：0
|
作者：
Paz-Ruza, Jorge [1 ]
Freitas, Alex A. [2 ]
Alonso-Betanzos, Amparo [1 ]
Guijarro-Berdiñas, Bertha [1 ]
机构：
[1] LIDIA Group, CITIC, Universidade da Coruña, Campus de Elviña s/n, A Coruña,15071, Spain
[2] School of Computing, University of Kent, Canterbury,CT2 7FS, United Kingdom
来源：
Computers in Biology and Medicine | 2024年 / 180卷
关键词：
Genes;
D O I：
10.1016/j.compbiomed.2024.108999
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Machine learning-based predictions of dietary restriction associations across ageing-related genes
    Magdaleno, Gustavo Daniel Vega
    Bespalov, Vladislav
    Zheng, Yalin
    Freitas, Alex A.
    de Magalhaes, Joao Pedro
    BMC BIOINFORMATICS, 2022, 23 (01)
  • [2] Machine learning-based predictions of dietary restriction associations across ageing-related genes
    Gustavo Daniel Vega Magdaleno
    Vladislav Bespalov
    Yalin Zheng
    Alex A. Freitas
    Joao Pedro de Magalhaes
    BMC Bioinformatics, 23
  • [3] Lack of association between leukocyte telomere length and genetic variants in two ageing-related candidate genes
    Zhang, Feng
    Kato, Bernet S.
    Gardner, Jeffery P.
    Kimura, Masayuki
    Spector, Tim D.
    Ahmadi, Kourosh R.
    MECHANISMS OF AGEING AND DEVELOPMENT, 2007, 128 (7-8) : 415 - 422
  • [4] A data mining approach for classifying DNA repair genes into ageing-related or non-ageing-related
    Freitas, Alex A.
    Vasieva, Olga
    de Magalhaes, Joao Pedro
    BMC GENOMICS, 2011, 12
  • [5] A data mining approach for classifying DNA repair genes into ageing-related or non-ageing-related
    Alex A Freitas
    Olga Vasieva
    João Pedro de Magalhães
    BMC Genomics, 12
  • [6] An Extensive Empirical Comparison of Probabilistic Hierarchical Classifiers in Datasets of Ageing-Related Genes
    Fabris, Fabio
    Freitas, Alex A.
    Tullet, Jennifer M. A.
    IEEE-ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS, 2016, 13 (06) : 1045 - 1058
  • [7] Unveiling the ageing-related genes in diagnosing osteoarthritis with metabolic syndrome by integrated bioinformatics analysis and machine learning
    Huang, Jian
    Wang, Lu
    Zhou, Jiangfei
    Dai, Tianming
    Zhu, Weicong
    Wang, Tianrui
    Wang, Hongde
    Zhang, Yingze
    ARTIFICIAL CELLS NANOMEDICINE AND BIOTECHNOLOGY, 2025, 53 (01) : 57 - 68
  • [8] The genomic loci of specific human tRNA genes exhibit ageing-related DNA hypermethylation
    Acton, Richard J.
    Yuan, Wei
    Gao, Fei
    Xia, Yudong
    Bourne, Emma
    Wozniak, Eva
    Bell, Jordana
    Lillycrop, Karen
    Wang, Jun
    Dennison, Elaine
    Harvey, Nicholas
    Mein, Charles A.
    Spector, Tim D.
    Hysi, Pirro G.
    Cooper, Cyrus
    Bell, Christopher G.
    NATURE COMMUNICATIONS, 2021, 12 (01)
  • [9] The genomic loci of specific human tRNA genes exhibit ageing-related DNA hypermethylation
    Richard J. Acton
    Wei Yuan
    Fei Gao
    Yudong Xia
    Emma Bourne
    Eva Wozniak
    Jordana Bell
    Karen Lillycrop
    Jun Wang
    Elaine Dennison
    Nicholas C. Harvey
    Charles A. Mein
    Tim D. Spector
    Pirro G. Hysi
    Cyrus Cooper
    Christopher G. Bell
    Nature Communications, 12
  • [10] Derivation and comprehensive analysis of ageing-related genes in intervertebral disc degeneration for prediction and immunology
    Xu, Shengxiang
    Fu, Huichao
    Weng, Shiyang
    Gu, Xin
    Li, Jieruo
    MECHANISMS OF AGEING AND DEVELOPMENT, 2023, 211
12345