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
  • [21] Epigenetics: Mechanisms, potential roles, and therapeutic strategies in cancer progression
    Wang, Dong
    Zhang, Yan
    Li, Qingbo
    Li, Yu
    Li, Wen
    Zhang, Ao
    Xu, Jingxuan
    Meng, Jingyan
    Tang, Lin
    Lyu, Shuhua
    GENES & DISEASES, 2024, 11 (05)
  • [22] Integrating computational and experimental methods for efficient biocatalytic synthesis of polyesters
    Pellis, Alessandro
    Gardossi, Lucia
    ENZYMATIC POLYMERIZATIONS, 2019, 627 : 23 - 55
  • [23] Biophysical studies of phase separation integrating experimental and computational methods
    Fawzi, Nicolas L.
    Parekh, Sapun H.
    Mittal, Jeetain
    CURRENT OPINION IN STRUCTURAL BIOLOGY, 2021, 70 : 78 - 86
  • [24] Computational Methods in Systems Biology: Case Studies and Biological Insights
    Besozzi, Daniela
    ELECTRONIC PROCEEDINGS IN THEORETICAL COMPUTER SCIENCE, 2013, (116): : 3 - +
  • [25] Unraveling non-coding RNAs in breast cancer: mechanistic insights and therapeutic potential
    Shaikh, Muqtada
    Doshi, Gaurav
    MEDICAL ONCOLOGY, 2024, 42 (01)
  • [26] Experimental Studies on the Therapeutic Potential of Vaccinium Berries in Breast Cancer-A Review
    Alsharairi, Naser A.
    PLANTS-BASEL, 2024, 13 (02):
  • [27] Adipocytokines visfatin and resistin in breast cancer: Clinical relevance, biological mechanisms, and therapeutic potential
    Wang, Yen-Yun
    Hung, Amos C.
    Lo, Steven
    Yuan, Shyng-Shiou F.
    CANCER LETTERS, 2021, 498 : 229 - 239
  • [28] Epigenetic regulation of cancer progression by EZH2: from biological insights to therapeutic potential
    Lu Gan
    Yanan Yang
    Qian Li
    Yi Feng
    Tianshu Liu
    Weijian Guo
    Biomarker Research, 6
  • [29] Epigenetic regulation of cancer progression by EZH2: from biological insights to therapeutic potential
    Gan, Lu
    Yang, Yanan
    Li, Qian
    Feng, Yi
    Liu, Tianshu
    Guo, Weijian
    BIOMARKER RESEARCH, 2018, 6
  • [30] Sertraline as a potential cancer therapeutic approach: Biological relevance of TCTP in breast cancer cell lines and tumors
    Baldissera, Antonielle B.
    Boia-Ferreira, Marianna
    Basilio, Alana B. C.
    Resende, Jean Silva de Souza
    Castro, Mauro Antonio Alves
    Chaim, Olga M.
    Gremski, Luiza Helena
    Veiga, Silvio S.
    Senff-Ribeiro, Andrea
    ADVANCES IN MEDICAL SCIENCES, 2023, 68 (02): : 227 - 237