Pathway-Based Drug Repositioning for Breast Cancer Molecular Subtypes

被引:33
|
作者
Mejia-Pedroza, Raul A. [1 ]
Espinal-Enriquez, Jesus [1 ,2 ]
Hernandez-Lemus, Enrique [1 ,2 ]
机构
[1] Natl Inst Genom Med, Computat Genom Div, Mexico City, DF, Mexico
[2] Univ Nacl Autonoma Mexico, Ctr Ciencias Complejidad, Mexico City, DF, Mexico
来源
关键词
drug repositioning; breast neoplasms; systems biology; databases; genetic; pathway analysis; personalized medicine; PERSONALIZED ANALYSIS; GENES;
D O I
10.3389/fphar.2018.00905
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Breast cancer is a major public health problem which treatment needs new pharmacological options. In the last decades, during the postgenomic era new theoretical and technological tools that give us novel and promising ways to address these problems have emerged. In this work, we integrate several tools that exploit disease-specific experimental transcriptomic results in addition to information from biological and pharmacological data bases obtaining a contextual prioritization of pathways and drugs in breast cancer subtypes. The usefulness of these results should be evaluated in terms of drug repurposing in each breast cancer molecular subtype therapy. In favor of breast cancer patients, this methodology could be further developed to provide personalized treatment schemes. The latter are particularly needed in those breast cancer subtypes with limited therapeutic options or those who have developed resistance to the current pharmacological schemes.
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Inflammatory pathway network-based drug repositioning and molecular phenomics
    Gu, Jiangyong
    Crosier, Philip S.
    Hall, Christopher J.
    Chen, Lirong
    Xu, Xiaojie
    MOLECULAR BIOSYSTEMS, 2016, 12 (09) : 2777 - 2784
  • [22] Pathway-based personalized analysis of cancer
    Drier, Yotam
    Sheffer, Michal
    Domany, Eytan
    PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2013, 110 (16) : 6388 - 6393
  • [23] A Critical Evaluation of Network and Pathway-Based Classifiers for Outcome Prediction in Breast Cancer
    Staiger, Christine
    Cadot, Sidney
    Kooter, Raul
    Dittrich, Marcus
    Mueller, Tobias
    Klau, Gunnar W.
    Wessels, Lodewyk F. A.
    PLOS ONE, 2012, 7 (04):
  • [24] Metabolic pathway-based subtypes associate glycan biosynthesis and treatment response in head and neck cancer
    Danko, Benedek
    Hess, Julia
    Unger, Kristian
    Samaga, Daniel
    Walz, Christoph
    Walch, Axel
    Sun, Na
    Baumeister, Philipp
    Zeng, Peter Y. F.
    Walter, Franziska
    Marschner, Sebastian
    Spaeth, Richard
    Gires, Olivier
    Herkommer, Timm
    Dazeh, Ramin
    Matos, Thaina
    Kreutzer, Lisa
    Matschke, Johann
    Eul, Katharina
    Klauschen, Frederick
    Pflugradt, Ulrike
    Canis, Martin
    Ganswindt, Ute
    Mymryk, Joe S.
    Wollenberg, Barbara
    Nichols, Anthony C.
    Belka, Claus
    Zitzelsberger, Horst
    Lauber, Kirsten
    Selmansberger, Martin
    NPJ PRECISION ONCOLOGY, 2024, 8 (01)
  • [25] Pathway-Based Drug-Repurposing Schemes in Cancer: The Role of Translational Bioinformatics
    Hernandez-Lemus, Enrique
    Martinez-Garcia, Mireya
    FRONTIERS IN ONCOLOGY, 2021, 10
  • [26] Drug repositioning in cancer: a role for antihistamines in breast cancer?
    Nilbert, Mef
    Mellemkjaer, Lene
    ACTA ONCOLOGICA, 2020, 59 (09) : 1007 - 1008
  • [27] Molecular Subtypes of Breast Cancer
    Almarzooq, Raed
    Alrayes, Amal
    Alaradi, Husain
    Abdulla, Hussain
    BAHRAIN MEDICAL BULLETIN, 2018, 40 (04) : 222 - 225
  • [28] Molecular subtypes of breast cancer
    Valla, Marit
    TIDSSKRIFT FOR DEN NORSKE LAEGEFORENING, 2018, 138 (16) : 1521 - 1521
  • [29] A Computational Approach for Pathway-Based Systemic Drug Influence
    Kim, Shinuk
    PROCESSES, 2021, 9 (06)
  • [30] Single Cell Inference of Cancer Drug Response Using Pathway-Based Transformer Network
    Yao, Yinghao
    Xu, Yuandong
    Zhang, Yaru
    Gui, Yuanyuan
    Bai, Qingshi
    Zhu, Zhengbiao
    Peng, Hui
    Zhou, Yijun
    Chen, Zhen Ji
    Sun, Jie
    Su, Jianzhong
    SMALL METHODS, 2025,