Integrating genetics and epigenetics in breast cancer: biological insights, experimental, computational methods and therapeutic potential

被引:41
|
作者
Cava, Claudia [1 ]
Bertoli, Gloria [1 ]
Castiglioni, Isabella [1 ]
机构
[1] Natl Res Council CNR, Inst Mol Bioimaging & Physiol IBFM, Milan, Italy
关键词
COPY NUMBER ALTERATIONS; MESSENGER-RNA EXPRESSION; DNA METHYLTRANSFERASE INHIBITOR; EPITHELIAL-MESENCHYMAL TRANSITION; ACTIVATED PROTEIN-KINASE; REGULATORY FEEDBACK LOOP; HIGH-THROUGHPUT ANALYSIS; CIRCULATING TUMOR-CELLS; TOPOISOMERASE-II-ALPHA; LATENT VARIABLE MODEL;
D O I
10.1186/s12918-015-0211-x
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Development of human cancer can proceed through the accumulation of different genetic changes affecting the structure and function of the genome. Combined analyses of molecular data at multiple levels, such as DNA copy-number alteration, mRNA and miRNA expression, can clarify biological functions and pathways deregulated in cancer. The integrative methods that are used to investigate these data involve different fields, including biology, bioinformatics, and statistics. Results: These methodologies are presented in this review, and their implementation in breast cancer is discussed with a focus on integration strategies. We report current applications, recent studies and interesting results leading to the identification of candidate biomarkers for diagnosis, prognosis, and therapy in breast cancer by using both individual and combined analyses. Conclusion: This review presents a state of art of the role of different technologies in breast cancer based on the integration of genetics and epigenetics, and shares some issues related to the new opportunities and challenges offered by the application of such integrative approaches.
引用
收藏
页数:36
相关论文
共 50 条
  • [41] Integrating functional proteomics and next generation sequencing reveals potential therapeutic targets for Taiwanese breast cancer
    Ku, Wei-Chi
    Liu, Chih-Yi
    Huang, Chi-Jung
    Liao, Chen-Chung
    Huang, Yen-Chun
    Kong, Po-Hsin
    Chen-Chan, Hsieh
    Tseng, Ling-Ming
    Huang, Chi-Cheng
    CLINICAL PROTEOMICS, 2025, 22 (01)
  • [42] New insights into long non-coding RNAs in breast cancer: Biological functions and therapeutic prospects
    Wang, Meng-Qi
    Zhu, Wen-Jie
    Gao, Peng
    EXPERIMENTAL AND MOLECULAR PATHOLOGY, 2021, 120
  • [43] Functions and therapeutic potential of protein phosphatase 1: Insights from mouse genetics
    Ferreira, Monica
    Beullens, Monique
    Bollen, Mathieu
    Van Eynde, Aleyde
    BIOCHIMICA ET BIOPHYSICA ACTA-MOLECULAR CELL RESEARCH, 2019, 1866 (01): : 16 - 30
  • [44] Early Insights into Cancer Epigenetics: Gene Promoter Hypermethylation Emerges as a Potential Biomarker for Cancer Detection
    Clark, Susan J.
    Molloy, Peter L.
    CANCER RESEARCH, 2022, 82 (08) : 1461 - 1463
  • [45] Biological Risk for the Development of Problem Behavior in Adolescence: Integrating Insights From Behavioral Genetics and Neuroscience
    Harden, K. Paige
    Mann, Frank D.
    CHILD DEVELOPMENT PERSPECTIVES, 2015, 9 (04) : 211 - 216
  • [46] The role of cellular heterogeneity on the therapeutic response of breast cancer: Clinical insights from a hybrid multiscale computational model
    Powathil, G. G.
    Thompson, A.
    Chaplain, M. A. J.
    CANCER RESEARCH, 2012, 72
  • [47] Therapeutic Role of Carotenoids in Blood Cancer: Mechanistic Insights and Therapeutic Potential
    Hussain, Yaseen
    Abdullah
    Alsharif, Khalaf F.
    Aschner, Michael
    Theyab, Abdulrahman
    Khan, Fazlullah
    Saso, Luciano
    Khan, Haroon
    NUTRIENTS, 2022, 14 (09)
  • [48] The therapeutic potential of mTOR inhibitors in breast cancer
    Steelman, Linda S.
    Martelli, Alberto M.
    Cocco, Lucio
    Libra, Massimo
    Nicoletti, Ferdinando
    Abrams, Stephen L.
    McCubrey, James A.
    BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2016, 82 (05) : 1189 - 1212
  • [49] Neutrophils as potential therapeutic targets for breast cancer
    Gong, Yi-Ting
    Zhang, Li -Jun
    Liu, Yi-Chen
    Tang, Min
    Lin, Jia-Yi
    Chen, Xin-Yi
    Chen, Yi-Xu
    Yan, Yue
    Zhang, Wei-Dong
    Jin, Jin-Mei
    Luan, Xin
    PHARMACOLOGICAL RESEARCH, 2023, 198
  • [50] Melatonin: A Potential Therapeutic Option for Breast Cancer
    Kong, Xiangyi
    Gao, Ran
    Wang, Zhongzhao
    Wang, Xiangyu
    Fang, Yi
    Gao, Jidong
    Reiter, Russel J.
    Wang, Jing
    TRENDS IN ENDOCRINOLOGY AND METABOLISM, 2020, 31 (11): : 859 - 871