A network-based drug prioritization and combination analysis for the MEK5/ERK5 pathway in breast cancer

被引:1
|
作者
Odongo, Regan [1 ]
Demiroglu-Zergeroglu, Asuman [2 ]
Cakir, Tunahan [1 ]
机构
[1] Gebze Tech Univ, Fac Engn, Dept Bioengn, TR-41400 Gebze, Kocaeli, Turkiye
[2] Gebze Tech Univ, Fac Sci, Dept Mol Biol & Genet, TR-41400 Gebze, Kocaeli, Turkiye
关键词
Network pharmacology; Transcriptome; Plant polyphenols; Breast cancer; MEK5/ERK5; R-PACKAGE; GEMCITABINE; INTEGRATION; MEDICINE; SURVIVAL; IMPACT; CELLS;
D O I
10.1186/s13040-024-00357-1
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
BackgroundPrioritizing candidate drugs based on genome-wide expression data is an emerging approach in systems pharmacology due to its holistic perspective for preclinical drug evaluation. In the current study, a network-based approach was proposed and applied to prioritize plant polyphenols and identify potential drug combinations in breast cancer. We focused on MEK5/ERK5 signalling pathway genes, a recently identified potential drug target in cancer with roles spanning major carcinogenesis processes.ResultsBy constructing and identifying perturbed protein-protein interaction networks for luminal A breast cancer, plant polyphenols and drugs from transcriptome data, we first demonstrated their systemic effects on the MEK5/ERK5 signalling pathway. Subsequently, we applied a pathway-specific network pharmacology pipeline to prioritize plant polyphenols and potential drug combinations for use in breast cancer. Our analysis prioritized genistein among plant polyphenols. Drug combination simulations predicted several FDA-approved drugs in breast cancer with well-established pharmacology as candidates for target network synergistic combination with genistein. This study also highlights the concept of target network enhancer drugs, with drugs previously not well characterised in breast cancer being prioritized for use in the MEK5/ERK5 pathway in breast cancer.ConclusionThis study proposes a computational framework for drug prioritization and combination with the MEK5/ERK5 signaling pathway in breast cancer. The method is flexible and provides the scientific community with a robust method that can be applied to other complex diseases.
引用
收藏
页数:19
相关论文
共 50 条
  • [21] Dual inhibition of the PI3k/Akt and MEK5/ERK5 pathways in tamoxifen resistant breast cancer
    Wright, Thomas D.
    Hasan, Mahmud
    Witt-Enderby, Paula
    Cavanaugh, Jane
    CANCER RESEARCH, 2017, 77
  • [22] MEK5/ERK5 activation regulates colon cancer stem-like cell properties
    Pereira, Diane M.
    Gomes, Sofia E.
    Borralho, Pedro M.
    Rodrigues, Cecilia M. P.
    CELL DEATH DISCOVERY, 2019, 5 (1)
  • [23] SPECIFICAL INTERACTIONS BETWEEN NEWLY IDENTIFIED HUMAN KINASES, MEK5 AND ERK5
    ZHOU, GC
    BAO, A
    GUAN, KL
    DIXON, JE
    FASEB JOURNAL, 1995, 9 (06): : A1306 - A1306
  • [24] Evaluation of synergistic PI3K/Akt and MEK5/ERK5 inhibition in triple-negative breast cancer
    Wright, Thomas D.
    Raybuck, Christopher
    Gartland, Nathan
    Wendekier, Katy
    Monlish, Darlene
    Chakrabarty, Suravi
    Flaherty, Patrick T.
    Burow, Matthew E.
    Cavanaugh, Jane E.
    CANCER RESEARCH, 2018, 78 (13)
  • [25] Role of the ERK5 pathway and CRTC in breast cancer
    Delepine, E.
    Hipskind, R.
    BULLETIN DU CANCER, 2010, 97 : S27 - S27
  • [26] MEK5/ERK5 signaling: Regulation of smooth muscle A-actin promoter activity
    Kaplan-Albuquerque, N
    Nemenoff, RA
    BIOPHYSICAL JOURNAL, 2001, 80 (01) : 69A - 70A
  • [27] MEK5/ERK5 Signaling Modulates Endothelial Cell Migration and Focal Contact Turnover
    Spiering, Desiree
    Schmolke, Mirco
    Ohnesorge, Nils
    Schmidt, Marc
    Goebeler, Matthias
    Wegener, Joachim
    Wixler, Viktor
    Ludwig, Stephan
    JOURNAL OF BIOLOGICAL CHEMISTRY, 2009, 284 (37) : 24972 - 24980
  • [28] MEK5 and ERK5 are mediators of the pro-myogenic actions of IGF-2
    Carter, Emma J.
    Cosgrove, Ruth A.
    Gonzalez, Ivelisse
    Eisemann, Joan H.
    Lovett, Fiona A.
    Cobb, Laura J.
    Pell, Jennifer M.
    JOURNAL OF CELL SCIENCE, 2009, 122 (17) : 3104 - 3112
  • [29] N-arylated 2-amino fused thiophene analogs as potential MEK5/ERK5 pathway inhibitors
    Gupta, Mohit
    Flaherty, Patrick
    Wright, Thomas
    Cavanaugh, Jane
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2016, 252
  • [30] Activation of the MEK5/Erk5 MAP kinase signalling pathway elicits a vasoprotective phenotype in primary human endothelial cells
    Ohnesorge, N.
    Endres, N.
    Viemann, D.
    Spiering, D.
    Roth, J.
    Ludwig, S.
    Goebeler, M.
    Schmidt, M.
    EXPERIMENTAL DERMATOLOGY, 2009, 18 (03) : 322 - 322