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Transcriptional Pathway Signatures Predict MEK Addiction and Response to Selumetinib (AZD6244)
Open accessPublished version of a preprint
Abstract
Selumetinib (AZD6244, ARRY-142886) is a selective, non–ATP-competitive inhibitor of mitogen-activated protein/extracellular signal–regulated kinase kinase (MEK)-1/2. The range of antitumor activity seen preclinically and in patients highlights the importance of identifying determinants of response to this drug. In large tumor cell panels of diverse lineage, we show that MEK inhibitor response does not have an absolute correlation with mutational or phospho-protein markers of BRAF/MEK, RAS, or phosphoinositide 3-kinase (PI3K) activity. We aimed to enhance predictivity by measuring pathway output through coregulated gene networks displaying differential mRNA expression exclusive to resistant cell subsets and correlated to mutational or dynamic pathway activity. We discovered an 18-gene signature enabling measurement of MEK functional output independent of tumor genotype. Where the MEK pathway is activated but the cells remain resistant to selumetinib, we identified a 13-gene signature that implicates the existence of compensatory signaling from RAS effectors other than PI3K. The ability of these signatures to stratify samples according to functional activation of MEK and/or selumetinib sensitivity was shown in multiple independent melanoma, colon, breast, and lung tumor cell lines and in xenograft models. Furthermore, we were able to measure these signatures in fixed archival melanoma tumor samples using a single RT-qPCR–based test and found intergene correlations and associations with genetic markers of pathway activity to be preserved. These signatures offer useful tools for the study of MEK biology and clinical application of MEK inhibitors, and the novel approaches taken may benefit other targeted therapies. Cancer Res; 70(6); 2264–73
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“It is noteworthy that the 13-gene signature was developed from cell lines treated with the MEKi for a 72 h period [6] during which AR could be induced [11].”
From An integrative gene expression signature analysis identifies CMS4 KRAS-mutated colorectal cancers sensitive to combined MEK and SRC targeted therapy (2022) · cites this paper as [6]
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“Although RAS/RAF-mutated CRC has been targeted for the development of therapeutic inhibitors, they have been largely ineffective, likely due to complex resistance mechanisms such as intrinsic and adaptive resistance [5–12].”
From An integrative gene expression signature analysis identifies CMS4 KRAS-mutated colorectal cancers sensitive to combined MEK and SRC targeted therapy (2022) · cites this paper as [6]
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“However, MEK inhibitors, used alone, have been largely ineffective, likely due to intrinsic and adaptive resistance mechanisms [5–7].”
From An integrative gene expression signature analysis identifies CMS4 KRAS-mutated colorectal cancers sensitive to combined MEK and SRC targeted therapy (2022) · cites this paper as [6]
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Cites
Gene expression profiling predicts clinical outcome of breast cancer
van 't Veer, L. J., Dai, H., van de Vijver, M. J., He, Y. D., Hart, A. A. M., Mao, M., Peterse, H. L., van der Kooy, K., Marton, M. J., Witteveen, A. T., et al. (2002) · Nature · doi:10.1038/415530a · Cited by 9,536
A Multigene Assay to Predict Recurrence of Tamoxifen-Treated, Node-Negative Breast Cancer
Paik, S., Shak, S., Tang, G., Kim, C., Baker, J. B., Cronin, M. T., Baehner, F. L., Walker, M. G., Watson, D., Park, T., et al. (2004) · New England Journal of Medicine · doi:10.1056/nejmoa041588 · Cited by 6,321
ONCOMINE: A Cancer Microarray Database and Integrated Data-Mining Platform
Rhodes, D. R., Yu, J., Sundaram, S. K., Deshpande, N., Varambally, R., Ghosh, D., Barrette, T. R., Pander, A., & Chinnaiyan, A. M. (2004) · Neoplasia · doi:10.1016/s1476-5586(04)80047-2 · Cited by 3,590
Harris, L. N., Fritsche, H. A., Mennel, R. G., Norton, L., Ravdin, P. M., Taube, S. E., Somerfield, M. R., Hayes, D. F., & Bast, R. C. (2007) · Journal of Clinical Oncology · doi:10.1200/jco.2007.14.2364 · Cited by 2,234
KRAS Mutation Status Is Predictive of Response to Cetuximab Therapy in Colorectal Cancer
Lièvre, A., Bachet, J.-B., Le Corre, D., Boige, V., Landi, B., Emile, J.-F., Côté, J.-F., Tomasic, G., Penna, C., Ducreux, M., et al. (2006) · Cancer Research · doi:10.1158/0008-5472.can-06-0191 · Cited by 2,229
Oncogenic pathway signatures in human cancers as a guide to targeted therapies
Bild, A., Yao, G., Chang, J. T., Wang, Q., Potti, A., Chasse, D. A. D., Joshi, M.-B., Harpole, D. H., Lancaster, J. M., Berchuck, A., et al. (2005) · Nature · doi:10.1038/nature04296 · Cited by 2,008
BRAF mutation predicts sensitivity to MEK inhibition
Solit, D. B., Garraway, L. A., Pratilas, C. A., Sawai, A., Getz, G. A., Basso, A., Ye, Q., Lobo, J. M., She, Y., Osman, I., et al. (2005) · Nature · doi:10.1038/nature04304 · Cited by 1,326
Self-citationBRAF and RAS mutations in human lung cancer and melanoma.
Brose, M. S., Volpe, P., Feldman, M. D., Kumar, M. S., Rishi, I., Gerrero, R. M., Einhorn, E., Herlyn, M., Minna, J. D., Nicholson, A. G., et al. (2002) · PubMed · Cited by 1,048
Blockade of the MAP kinase pathway suppresses growth of colon tumors in vivo
Sebolt, J. S., Dudley, D. T., Herrera, R., Becelaere, K. V., Wiland, A. M., Gowan, R. C., Tecle, H., Barrett, S. D., Bridges, A. J., Przybranowski, S. A., et al. (1999) · Nature Medicine · doi:10.1038/10533 · Cited by 972
Coactivation of receptor tyrosine kinases affects the response of tumor cells to targeted therapies
Stommel, J. M., Kimmelman, A. C., Ying, H., Nabioullin, R., Ponugoti, A. H., Wiedemeyer, R., Stegh, A. H., Bradner, J. E., Ligon, K. L., Brennan, C., et al. (2007) · Science · doi:10.1126/science.1142946 · Cited by 938
Thousands of samples are needed to generate a robust gene list for predicting outcome in cancer
Ein‐Dor, L., Zuk, O., & Domany, E. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0601231103 · Cited by 699
Dupuy, A., & Simon, R. (2007) · Journal of the National Cancer Institute · doi:10.1093/jnci/djk018 · Cited by 658
Pratilas, C. A., Taylor, B. S., Ye, Q., Viale, A. J., Sander, C., Solit, D. B., & Rosen, N. X. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0900780106 · Cited by 626
Self-citationLiu, J., Hamrouni, A., Wołowiec, D., Coiteux, V., Kuliczkowski, K., Hétuin, D., Saudemont, A., & Quesnel, B. (2007) · Blood · doi:10.1182/blood-2006-10-051482 · Cited by 580
Adjei, A. A., Cohen, R. B., Franklin, W. A., Morris, C. D., Wilson, D. M., Molina, J. R., Hanson, L. J., Gore, L., Chow, L. Q. M., Leong, S., et al. (2008) · Journal of Clinical Oncology · doi:10.1200/jco.2007.14.4956 · Cited by 568
PI3K Pathway Activation Mediates Resistance to MEK Inhibitors in KRAS Mutant Cancers
Wee, S., Jagani, Z., Xiang, K. X., Loo, A., Dorsch, M., Yao, Y.-M., Sellers, W. R., Lengauer, C., & Stegmeier, F. (2009) · Cancer Research · doi:10.1158/0008-5472.can-08-4765 · Cited by 455
Clusterin inhibits apoptosis by interacting with activated Bax
Zhang, H., Kim, J. K., Edwards, C. A., Xu, Z., Taichman, R., & Wang, C.-Y. (2005) · Nature Cell Biology · doi:10.1038/ncb1291 · Cited by 453
Oncogenic Ras-induced secretion of IL6 is required for tumorigenesis
Ancrile, B., Lim, K.-H., & Counter, C. M. (2007) · Genes & Development · doi:10.1101/gad.1549407 · Cited by 422
Finn, R. S., Dering, J., Ginther, C., Wilson, C., Glaspy, P., Tchekmedyian, N., & Slamon, D. J. (2007) · Breast Cancer Research and Treatment · doi:10.1007/s10549-006-9463-x · Cited by 413
Self-citationDavies, B. R., Logié, A., McKay, J. S., Martin, P. D., Steele, S. J., Jenkins, R., Cockerill, M. J., Cartlidge, S., & Smith, P. D. (2007) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-07-0231 · Cited by 388
Self-citationMirzoeva, O. K., Das, D., Heiser, L. M., Bhattacharya, S., Siwak, D. R., Gendelman, R., Bayani, N., Wang, N. J., Neve, R. M., Guan, Y., et al. (2009) · Cancer Research · doi:10.1158/0008-5472.can-08-3389 · Cited by 387
Huang, F., Reeves, K., Han, X., Fairchild, C., Platero, S., Wong, T. W., Lee, F., Shaw, P., & Clark, E. (2007) · Cancer Research · doi:10.1158/0008-5472.can-06-3633 · Cited by 344
Lee, J. K., Havaleshko, D. M., Cho, H., Weinstein, J. N., Kaldjian, E. P., Karpovich, J. F., Grimshaw, A. S., & Theodorescu, D. (2007) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0610292104 · Cited by 311
Li, C., Scott, D., Hatch, E., Tian, X.-Y., & Mansour, S. (2007) · Development · doi:10.1242/dev.02701 · Cited by 298
Analysis of P53 mutations and their expression in 56 colorectal cancer cell lines
Liu, Y., & Bodmer, W. F. (2006) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0510146103 · Cited by 257
Genetic Predictors of MEK Dependence in Non–Small Cell Lung Cancer
Pratilas, C. A., Hanrahan, A. J., Halilovic, E., Persaud, Y., Soh, J., Chitale, D. A., Shigematsu, H., Yamamoto, H., Sawai, A., Janakiraman, M., et al. (2008) · Cancer Research · doi:10.1158/0008-5472.can-08-2223 · Cited by 252
Self-citationCreighton, C. J., Hilger, A., Murthy, S., Rae, J. M., Chinnaiyan, A. M., & El‐Ashry, D. (2006) · Cancer Research · doi:10.1158/0008-5472.can-05-4363 · Cited by 240
Integration of TGF-ß and Ras/MAPK Signaling Through p53 Phosphorylation
Cordenonsi, M., Montagner, M., Adorno, M., Zacchigna, L., Martello, G., Mamidi, A., Soligo, S., Dupont, S., & Piccolo, S. (2007) · Science · doi:10.1126/science.1135961 · Cited by 207
Microarray expression profiling in melanoma reveals a BRAF mutation signature
Pavey, S. J., Johansson, P. A., Packer, L., Taylor, J. M., Stark, M. S., Pollock, P. M., Walker, G. J., Boyle, G. M., Harper, U. L., Cozzi, S., et al. (2004) · Oncogene · doi:10.1038/sj.onc.1207563 · Cited by 190
Self-citationYeh, J. J., Routh, E. D., Rubinas, T., Peacock, J., Martin, T. D., Shen, X. J., Sandler, R. S., Kim, H. J., Keku, T. O., & Der, C. J. (2009) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-08-0972 · Cited by 172
The role of companion diagnostics in the development and use of mutation-targeted cancer therapies
Papadopoulos, N., Kinzler, K. W., & Vogelstein, B. (2006) · Nature Biotechnology · doi:10.1038/nbt1234 · Cited by 150
The activity of the Ets transcription factor PEA3 is regulated by two distinct MAPK cascades.
O’Hagan, R. C., Tozer, R. G., Symons, M. H., McCormick, F. P., & Hassell, J. A. (1996) · PubMed · Cited by 140
Onken, M. D., Worley, L. A., & Harbour, J. W. (2008) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-07-5144 · Cited by 108
Pan, K., Lih, C., & Cohen, S. N. (2005) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0502674102 · Cited by 102
Legrier, M., Yang, C. H., Yan, H.-G., Lopez-Barcons, L. A., Keller, S. M., Perez-Soler, R., Horwitz, S. B., & McDaid, H. M. (2007) · Cancer Research · doi:10.1158/0008-5472.can-07-0702 · Cited by 84
Confirmation of a BRAF mutation‐associated gene expression signature in melanoma
Johansson, P. A., Pavey, S. J., & Hayward, N. K. (2007) · Pigment Cell Research · doi:10.1111/j.1600-0749.2007.00375.x · Cited by 83
Self-citationMelanocyte Receptors: Clinical Implications and Therapeutic Relevance
Carlson, J. A., Linette, G. P., Aplin, A. E., Ng, B., & Slominski, A. T. (2007) · Dermatologic Clinics · doi:10.1016/j.det.2007.06.005 · Cited by 76
Guo, B., & Sharrocks, A. D. (2009) · Molecular and Cellular Biology · doi:10.1128/mcb.01128-08 · Cited by 73
Tribbles-2 is a novel regulator of inflammatory activation of monocytes
Éder, K., Guan, H., Sung, H. Y., Ward, J. R., Angyal, A., Janas, M. L., Sármay, G., Duda, E., Turner, M., Dower, S., et al. (2008) · International Immunology · doi:10.1093/intimm/dxn116 · Cited by 58
Kreeger, P. K., Mandhana, R., Hughes, S. K., Haigis, K. M., & Lauffenburger, D. A. (2009) · Cancer Research · doi:10.1158/0008-5472.can-09-1921 · Cited by 54
Saegusa, J., Hsu, D. K., Liu, W., Kuwabara, I., Kuwabara, Y., Yu, L., & Liu, F. (2008) · Journal of Investigative Dermatology · doi:10.1038/jid.2008.119 · Cited by 52
Oberst, M. D., Beberman, S. J., Liu, Z., Yin, J. J., Ward, Y., & Kelly, K. (2008) · BMC Cancer · doi:10.1186/1471-2407-8-189 · Cited by 50
Biomarkers in oncology drug development
Hodgson, D., Whittaker, R. D., Herath, A., Amakye, D. D., & Clack, G. (2008) · Molecular Oncology · doi:10.1016/j.molonc.2008.12.002 · Cited by 39
Self-citationFenton, J. I., Lavigne, J. A., Perkins, S. N., Liu, H., Chandramouli, G. V. R., Shih, J. H., Hord, N. G., & Hursting, S. D. (2007) · Molecular Carcinogenesis · doi:10.1002/mc.20357 · Cited by 36
Sprouty2 Association with B-Raf Is Regulated by Phosphorylation and Kinase Conformation
Brady, S. C., Coleman, M. L., Munro, J., Feller, S. M., Morrice, N. A., & Olson, M. F. (2009) · Cancer Research · doi:10.1158/0008-5472.can-08-4447 · Cited by 31
Baldassarre, G., Croce, C. M., & Vecchione, A. M. (2007) · Cell Cycle · doi:10.4161/cc.6.17.4628 · Cited by 6
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Garnett, M. J., Edelman, E. J., Heidorn, S. J., Greenman, C. D., Dastur, A., Lau, K. W., Greninger, P., Thompson, I. R., Luo, X., Soares, J., et al. (2012) · Nature · doi:10.1038/nature11005 · Cited by 2,456
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Metadata
- Authors
- Dry, J. R., Pavey, S., Pratilas, C. A., Harbron, C., Runswick, S., Hodgson, D., Chresta, C., McCormack, R., Byrne, N., Cockerill, M., Graham, A., Beran, G., Cassidy, A., Haggerty, C., Brown, H., Ellison, G., Dering, J., Taylor, B. S., Stark, M., Bonazzi, V., Ravishankar, S., Packer, L., Xing, F., Solit, D. B., Finn, R. S., Rosen, N., Hayward, N. K., French, T., & Smith, P. D.
- Affiliations
- AstraZeneca (United Kingdom) (GB)
- Corresponding author
- Dry, Jonathan R.
- ORCID
- Venue
- Cancer Research
- Published
- 2010-03-14
- Volume
- 70
- Issue
- 6
- Pages
- 2264-2273
- ISSN
- 0008-5472 (ISSN-L)
- 1538-7445
- PMC
- PMC3166660
- OpenAlex
- W2128445526
- Cited by
- 262
- References
- 46
- Citations by year
- 2026: 7 · 2025: 11 · 2024: 11 · 2023: 23 · 2022: 13 · 2021: 11 · 2020: 11 · 2019: 17 · 2018: 16 · 2017: 22 · 2016: 17 · 2015: 14 · 2014: 16 · 2013: 23 · 2012: 23
- FWCI
- 9.50
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Cancer Research (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Cancer Institute (K08CA127350)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Melanoma and MAPK Pathways
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Kinase Regulation and GTPase Signaling
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Protein Tyrosine Phosphatases
- Keywords
- selumetinib, MEK inhibitors, drug resistance, gene expression signatures, phosphatidylinositol 3-kinase, melanoma, cancer cell lines, xenograft models, predictive biomarkers, targeted therapy
- MeSH terms
- Benzimidazoles, Humans, Neoplasms, Phosphatidylinositol 3-Kinases, Reverse Transcriptase Polymerase Chain Reaction, Gene Expression Profiling, MAP Kinase Kinase Kinases, MAP Kinase Signaling System, Cell Line, Tumor, Proto-Oncogene Proteins B-raf, Proto-Oncogene Proteins c-akt, PTEN Phosphohydrolase
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