Variable dose analysis: A novel RNAi-based method for detection of synthetic lethal interactions

作者: Benjamin E. Housden , Zhongchi Li , Colleen Kelley , Yuanli Wang , Yanhui Hu

DOI: 10.1101/176974

关键词:

摘要: Synthetic sick or synthetic lethal (SS/L) screens are a powerful way to identify candidate drug targets specifically kill tumor cells but such generally suffer from low reproducibility. We found that many SS/L interactions involve essential genes and therefore detectable within limited range of knockdown efficiency. Such often missed by overly efficient RNAi reagents. developed an assay measures viability over efficiency cell population. This method, called variable dose analysis (VDA), is highly sensitive phenotypes reproducibly detects interactions. applied the VDA method search for with TSC1 TSC2, two suppressors underlying tuberous sclerosis complex (TSC) generated network TSC. Using this network, we identified four FDA-approved drugs selectively affect TSC deficient cells, representing promising candidates repurposing treat TSC-related tumors.

参考文章(45)
Olga V. Razorenova, Jordan M. Thompson, Manpreet Singh, Quy H. Nguyen, Approaches to identifying synthetic lethal interactions in cancer. Yale Journal of Biology and Medicine. ,vol. 88, pp. 145- 155 ,(2015)
Jean-Philippe Vert, Nicolas Foveau, Christian Lajaunie, Yves Vandenbrouck, An accurate and interpretable model for siRNA efficacy prediction. BMC Bioinformatics. ,vol. 7, pp. 520- 520 ,(2006) , 10.1186/1471-2105-7-520
Yanan Guo, Yvonne Chekaluk, Jianming Zhang, Jinyan Du, Nathanael S Gray, Chin-Lee Wu, David J Kwiatkowski, TSC1 involvement in bladder cancer: diverse effects and therapeutic implications The Journal of Pathology. ,vol. 230, pp. 17- 27 ,(2013) , 10.1002/PATH.4176
Yinan Zhang, Brendan D Manning, None, mTORC1 signaling activates NRF1 to increase cellular proteasome levels Cell Cycle. ,vol. 14, pp. 2011- 2017 ,(2015) , 10.1080/15384101.2015.1044188
T. Wang, K. Birsoy, N. W. Hughes, K. M. Krupczak, Y. Post, J. J. Wei, E. S. Lander, D. M. Sabatini, Identification and characterization of essential genes in the human genome Science. ,vol. 350, pp. 1096- 1101 ,(2015) , 10.1126/SCIENCE.AAC7041
Martin Kampmann, Max A. Horlbeck, Yuwen Chen, Jordan C. Tsai, Michael C. Bassik, Luke A. Gilbert, Jacqueline E. Villalta, S. Chul Kwon, Hyeshik Chang, V. Narry Kim, Jonathan S. Weissman, Next-generation libraries for robust RNA interference-based genome-wide screens. Proceedings of the National Academy of Sciences of the United States of America. ,vol. 112, pp. 201508821- ,(2015) , 10.1073/PNAS.1508821112
Lizabeth A. Perkins, Laura Holderbaum, Rong Tao, Yanhui Hu, Richelle Sopko, Kim McCall, Donghui Yang-Zhou, Ian Flockhart, Richard Binari, Hye-Seok Shim, Audrey Miller, Amy Housden, Marianna Foos, Sakara Randkelv, Colleen Kelley, Pema Namgyal, Christians Villalta, Lu-Ping Liu, Xia Jiang, Qiao Huan-Huan, Xia Wang, Asao Fujiyama, Atsushi Toyoda, Kathleen Ayers, Allison Blum, Benjamin Czech, Ralph Neumuller, Dong Yan, Amanda Cavallaro, Karen Hibbard, Don Hall, Lynn Cooley, Gregory J. Hannon, Ruth Lehmann, Annette Parks, Stephanie E. Mohr, Ryu Ueda, Shu Kondo, Jian-Quan Ni, Norbert Perrimon, The Transgenic RNAi Project at Harvard Medical School: Resources and Validation Genetics. ,vol. 201, pp. 843- 852 ,(2015) , 10.1534/GENETICS.115.180208
Christof Fellmann, Thomas Hoffmann, Vaishali Sridhar, Barbara Hopfgartner, Matthias Muhar, Mareike Roth, Dan Yu Lai, Inês A.M. Barbosa, Jung Shick Kwon, Yuanzhe Guan, Nishi Sinha, Johannes Zuber, An Optimized microRNA Backbone for Effective Single-Copy RNAi Cell Reports. ,vol. 5, pp. 1704- 1713 ,(2013) , 10.1016/J.CELREP.2013.11.020
B. Luo, H. W. Cheung, A. Subramanian, T. Sharifnia, M. Okamoto, X. Yang, G. Hinkle, J. S. Boehm, R. Beroukhim, B. A. Weir, C. Mermel, D. A. Barbie, T. Awad, X. Zhou, T. Nguyen, B. Piqani, C. Li, T. R. Golub, M. Meyerson, N. Hacohen, W. C. Hahn, E. S. Lander, D. M. Sabatini, D. E. Root, Highly parallel identification of essential genes in cancer cells Proceedings of the National Academy of Sciences of the United States of America. ,vol. 105, pp. 20380- 20385 ,(2008) , 10.1073/PNAS.0810485105
Ophir Shalem, Neville E. Sanjana, Ella Hartenian, Xi Shi, David A. Scott, Tarjei S. Mikkelsen, Dirk Heckl, Benjamin L. Ebert, David E. Root, John G. Doench, Feng Zhang, Genome-Scale CRISPR-Cas9 Knockout Screening in Human Cells Science. ,vol. 343, pp. 84- 87 ,(2014) , 10.1126/SCIENCE.1247005