Modeling ERBB receptor-regulated G1/S transition to find novel targets for de novo trastuzumab resistance

作者: Özgür Sahin , Holger Fröhlich , Christian Löbke , Ulrike Korf , Sara Burmester

DOI: 10.1186/1752-0509-3-1

关键词:

摘要: In breast cancer, overexpression of the transmembrane tyrosine kinase ERBB2 is an adverse prognostic marker, and occurs in almost 30% patients. For therapeutic intervention, targeted by monoclonal antibody trastuzumab adjuvant settings; however, de novo resistance to this still a serious issue, requiring identification additional targets overcome resistance. study, we have combined computational simulations, experimental testing simulation results, finally reverse engineering protein interaction network define potential strategies for resistant cancer. First, employed Boolean logic model regulatory interactions simulated single multiple loss-of-functions. Then, our results were tested experimentally producing double knockdowns components measuring their effects on G1/S transition during cell cycle progression. Combinatorial targeting EGFR did not affect response cells, which might be due decoupling receptor activation Furthermore, examination c-MYC as well sensitive lines, using specific chemical inhibitor (alone or combination with trastuzumab), demonstrated that both cells responded perturbation. connected ERBB signaling via two major pathways key transcription factors, allows novel treatment Applying new strategy, found that, contrast cancer combinatorial receptors intermediates does cells. Instead, was identified target

参考文章(41)
Muhammed A Yıldırım, Kwang-Il Goh, Michael E Cusick, Albert-László Barabási, Marc Vidal, Drug—target network Nature Biotechnology. ,vol. 25, pp. 1119- 1126 ,(2007) , 10.1038/NBT1338
Rita Nahta, Takeshi Takahashi, Naoto T. Ueno, Mien-Chie Hung, Francisco J. Esteva, P27kip1 Down-Regulation Is Associated with Trastuzumab Resistance in Breast Cancer Cells Cancer Research. ,vol. 64, pp. 3981- 3986 ,(2004) , 10.1158/0008-5472.CAN-03-3900
Joan Massagué, G1 cell-cycle control and cancer. Nature. ,vol. 432, pp. 298- 306 ,(2004) , 10.1038/NATURE03094
Osamu Tetsu, Frank McCormick, Proliferation of cancer cells despite CDK2 inhibition Cancer Cell. ,vol. 3, pp. 233- 245 ,(2003) , 10.1016/S1535-6108(03)00053-9
Achim Tresch, T. Beissbarth, H. Sültmann, R. Kuner, A. Poustka, A. Buness, Discrimination of direct and indirect interactions in a network of regulatory effects. Journal of Computational Biology. ,vol. 14, pp. 1217- 1228 ,(2007) , 10.1089/CMB.2007.0085
Ami Citri, Yosef Yarden, EGF–ERBB signalling: towards the systems level Nature Reviews Molecular Cell Biology. ,vol. 7, pp. 505- 516 ,(2006) , 10.1038/NRM1962
Rita Nahta, Francisco J. Esteva, Herceptin : mechanisms of action and resistance Cancer Letters. ,vol. 232, pp. 123- 138 ,(2006) , 10.1016/J.CANLET.2005.01.041
Thomas Haberichter, Britta Mädge, Renee A Christopher, Naohisa Yoshioka, Anjali Dhiman, Robert Miller, Rina Gendelman, Sergej V Aksenov, Iya G Khalil, Steven F Dowdy, A systems biology dynamical model of mammalian G1 cell cycle progression Molecular Systems Biology. ,vol. 3, pp. 84- 84 ,(2007) , 10.1038/MSB4100126