Modelling vemurafenib resistance in melanoma reveals a strategy to forestall drug resistance
Open accessAbstract
Mutational activation of BRAF is the most prevalent genetic alteration in human melanoma, with ≥50% of tumours expressing the BRAF(V600E) oncoprotein. Moreover, the marked tumour regression and improved survival of late-stage BRAF-mutated melanoma patients in response to treatment with vemurafenib demonstrates the essential role of oncogenic BRAF in melanoma maintenance. However, as most patients relapse with lethal drug-resistant disease, understanding and preventing mechanism(s) of resistance is critical to providing improved therapy. Here we investigate the cause and consequences of vemurafenib resistance using two independently derived primary human melanoma xenograft models in which drug resistance is selected by continuous vemurafenib administration. In one of these models, resistant tumours show continued dependency on BRAF(V600E)→MEK→ERK signalling owing to elevated BRAF(V600E) expression. Most importantly, we demonstrate that vemurafenib-resistant melanomas become drug dependent for their continued proliferation, such that cessation of drug administration leads to regression of established drug-resistant tumours. We further demonstrate that a discontinuous dosing strategy, which exploits the fitness disadvantage displayed by drug-resistant cells in the absence of the drug, forestalls the onset of lethal drug-resistant disease. These data highlight the concept that drug-resistant cells may also display drug dependency, such that altered dosing may prevent the emergence of lethal drug resistance. Such observations may contribute to sustaining the durability of the vemurafenib response with the ultimate goal of curative therapy for the subset of melanoma patients with BRAF mutations.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Discontinuous dosing of the drug could be a strategy to prevent or retard acquired resistance.
“the lessons learned from metronomic treatment strategies for BRAF V600E melanomas as well as EGFR-mutant NSCLCs suggest that discontinuous dosing of the drug could be a strategy to prevent or retard acquired resistance [138, 139].”
From Primary and acquired resistance to EGFR-targeted therapies in colorectal cancer: impact on future treatment strategies (2014) · cites this paper as [138]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Mutations of the BRAF gene in human cancer
Davies, H., Bignell, G. R., Cox, C., Stephens, P., Edkins, S., Clegg, S., Teague, J., Woffendin, H., Garnett, M. J., Bottomley, W., et al. (2002) · Nature · doi:10.1038/nature00766 · Cited by 10,674 · see citing works
Marshall, C. J. (1995) · Cell · doi:10.1016/0092-8674(95)90401-8 · Cited by 4,557 · see citing works
Inhibition of Mutated, Activated BRAF in Metastatic Melanoma
Flaherty, K. T., Puzanov, I. J., Kim, K. B., Ribas, A., McArthur, G. A., Sosman, J. A., O'Dwyer, P. J., Lee, R. J., Grippo, J. F., Nolop, K. B., et al. (2010) · New England Journal of Medicine · doi:10.1056/nejmoa1002011 · Cited by 3,542 · see citing works
Greaves, M., & Maley, C. C. (2012) · Nature · doi:10.1038/nature10762 · Cited by 3,162 · see citing works
Melanomas acquire resistance to B-RAF(V600E) inhibition by RTK or N-RAS upregulation
Nazarian, R., Shi, H., Wang, Q., Kong, X., Koya, R. C., Lee, H., Chen, Z., Lee, M., Attar, N., Sazegar, H., et al. (2010) · Nature · doi:10.1038/nature09626 · Cited by 2,198 · see citing works
Survival in BRAF V600-mutant advanced melanoma treated with vemurafenib
Sosman, J. A., Kim, K. B., Schuchter, L., Gonzalez, R., Pavlick, A. C., Weber, J. S., McArthur, G. A., Hutson, T. E., Moschos, S. J., Flaherty, K. T., et al. (2012) · New England Journal of Medicine · doi:10.1056/nejmoa1112302 · Cited by 2,156 · see citing works
Clinical efficacy of a RAF inhibitor needs broad target blockade in BRAF-mutant melanoma
Bollag, G. E., Hirth, P., Tsai, J. Y., Zhang, J., Ibrahim, P. N., Cho, H., Spevak, W. R., Zhang, C., Zhang, Y., Habets, G. G. M., et al. (2010) · Nature · doi:10.1038/nature09454 · Cited by 1,837 · see citing works
COT drives resistance to RAF inhibition through MAP kinase pathway reactivation
Johannessen, C. M., Boehm, J. S., Kim, S. Y., Thomas, S. R., Wardwell, L., Johnson, L. A., Emery, C. M., Stransky, N., Cogdill, A. P., Barretina, J., et al. (2010) · Nature · doi:10.1038/nature09627 · Cited by 1,460 · see citing works
Self-citationRAF inhibitor resistance is mediated by dimerization of aberrantly spliced BRAF(V600E)
Poulikakos, P. I., Persaud, Y., Janakiraman, M., Kong, X., Ng, C., Moriceau, G., Shi, H., Atefi, M., Titz, B., Gabay, M. T., et al. (2011) · Nature · doi:10.1038/nature10662 · Cited by 1,454 · see citing works
Villanueva, J., Vultur, A., Lee, J. T., Somasundaram, R., Fukunaga‐Kalabis, M., Cipolla, A. K., Wubbenhorst, B. S., Xu, X., Gimotty, P. A., Kee, D., et al. (2010) · Cancer Cell · doi:10.1016/j.ccr.2010.11.023 · Cited by 1,261 · see citing works
Dissecting Therapeutic Resistance to RAF Inhibition in Melanoma by Tumor Genomic Profiling
Wagle, N., Emery, C., Berger, M. F., Davis, M. J., Sawyer, A. M., Pochanard, P., Kehoe, S. M., Johannessen, C. M., MacConaill, L. E., Hahn, W. C., et al. (2011) · Journal of Clinical Oncology · doi:10.1200/jco.2010.33.2312 · Cited by 996 · see citing works
Senescence of human fibroblasts induced by oncogenic Raf
Zhu, J., Woods, D., McMahon, M., & Bishop, J. M. (1998) · Genes & Development · doi:10.1101/gad.12.19.2997 · Cited by 826 · see citing works
Self-citationWoods, D. B., Parry, D., Cherwinski, H. M., Bosch, E., Lees, E. M., & McMahon, M. (1997) · Molecular and Cellular Biology · doi:10.1128/mcb.17.9.5598 · Cited by 639 · see citing works
Self-citationShi, H., Moriceau, G., Kong, X., Lee, M., Lee, H., Koya, R. C., Ng, C., Chodon, T., Scolyer, R. A., Dahlman, K. B., et al. (2012) · Nature Communications · doi:10.1038/ncomms1727 · Cited by 637 · see citing works
Suppression of BRAF(V599E) in human melanoma abrogates transformation.
Hingorani, S. R., Jacobetz, M. A., Robertson, G. P., Herlyn, M., & Tuveson, D. A. (2003) · PubMed · Cited by 408 · see citing works
Fecher, L. A., Amaravadi, R. K., & Flaherty, K. T. (2008) · Current Opinion in Oncology · doi:10.1097/cco.0b013e3282f5271c · Cited by 250 · see citing works
Oncogenic BRAF Is Required for Tumor Growth and Maintenance in Melanoma Models
Hoeflich, K. P., Gray, D. C., Eby, M. T., Tien, J., Wong, L. L.-Y., Bower, J., Gogineni, A., Zha, J., Cole, M. J., Stern, H. M., et al. (2006) · Cancer Research · doi:10.1158/0008-5472.can-05-2720 · Cited by 233 · see citing works
How to make a melanoma: what do we know of the primary clonal events?
Bennett, D. C. (2008) · Pigment Cell & Melanoma Research · doi:10.1111/j.1755-148x.2007.00433.x · Cited by 198 · see citing works
Seghers, A. C., Wilgenhof, S., Lebbé, C., & Neyns, B. (2012) · Melanoma Research · doi:10.1097/cmr.0b013e3283541541 · Cited by 127 · see citing works
Petti, C., Molla, A., Vegetti, C., Ferrone, S., Anichini, A., & Sensi, M. (2006) · Cancer Research · doi:10.1158/0008-5472.can-05-4671 · Cited by 88 · see citing works
Tap, W. D., Gong, K.-W., Daring, J., Tseng, Y., Ginther, C., Pauletti, G. M., Glaspy, J. A., Essner, R., Bollag, G. E., Hirth, P., et al. (2010) · Neoplasia · doi:10.1593/neo.10414 · Cited by 85 · see citing works
Chmielecki, J., Pietanza, M. C., Aftab, D. T., Shen, R., Zhao, Z., Chen, X., Hutchinson, K. E., Viale, A. J., Kris, M. G., Stout, T. J., et al. (2011) · Journal of Thoracic Oncology · doi:10.1097/jto.0b013e31823c5aee · Cited by 21 · see citing works
Flagged first, then by citations
Cited by
Sorted by citations
Clonal heterogeneity and tumor evolution: past, present, and the future
McGranahan, N., & Swanton, C. (2017) · Cell · doi:10.1016/j.cell.2017.01.018 · Cited by 2,840 · see citing works
Gao, H., Korn, J. M., Ferretti, S., Monahan, J. E., Wang, Y., Singh, M., Zhang, C., Schnell, C., Yang, G., Zhang, Y., et al. (2015) · Nature Medicine · doi:10.1038/nm.3954 · Cited by 1,393 · see citing works
Self-citationRare cell variability and drug-induced reprogramming as a mode of cancer drug resistance
Shaffer, S. M., Dunagin, M. C., Torborg, S. R., Torre, E. A., Emert, B., Krepler, C., Beqiri, M., Sproesser, K., Brafford, P. A., Xiao, M., et al. (2017) · Nature · doi:10.1038/nature22794 · Cited by 1,218 · see citing works
Targeting RAS–ERK signalling in cancer: promises and challenges
Samatar, A. A., & Poulikakos, P. I. (2014) · Nature Reviews Drug Discovery · doi:10.1038/nrd4281 · Cited by 1,163 · see citing works
Preclinical Mouse Cancer Models: A Maze of Opportunities and Challenges
Day, C.-P., Merlino, G., & Van Dyke, T. (2015) · Cell · doi:10.1016/j.cell.2015.08.068 · Cited by 676 · see citing works
Targeted protein degradation by PROTACs
Neklesa, T. K., Winkler, J. D., & Crews, C. M. (2017) · Pharmacology & Therapeutics · doi:10.1016/j.pharmthera.2017.02.027 · Cited by 599 · see citing works
Tumor adaptation and resistance to RAF inhibitors
Lito, P., Rosen, N., & Solit, D. B. (2013) · Nature Medicine · doi:10.1038/nm.3392 · Cited by 585 · see citing works
Xenograft and organoid model systems in cancer research
Bleijs, M., van de Wetering, M., Clevers, H., & Drost, J. (2019) · The EMBO Journal · doi:10.15252/embj.2019101654 · Cited by 400 · see citing works
Combine and conquer: challenges for targeted therapy combinations in early phase trials
Lopez, J. S., & Banerji, U. (2017) · Nature Reviews Clinical Oncology · doi:10.1038/nrclinonc.2016.96 · Cited by 394 · see citing works
Phenotype plasticity as enabler of melanoma progression and therapy resistance
Arozarena, I., & Wellbrock, C. (2019) · Nature Reviews Cancer · doi:10.1038/s41568-019-0154-4 · Cited by 381 · see citing works
Cell-to-cell variation in p53 dynamics leads to fractional killing.
Paek, A. L., Liu, J. C., Loewer, A., Forrester, W. C., & Lahav, G. (2016) · Cell · doi:10.1016/j.cell.2016.03.025 · Cited by 292 · see citing works
Kakadia, S., Yarlagadda, N., Awad, R., Kundranda, M., Niu, J., Naraev, B., Mina, L., Dragovich, T., Gimbel, M., & Mahmoud, F. (2018) · OncoTargets and Therapy · doi:10.2147/ott.s182721 · Cited by 277 · see citing works
A Convergence-Based Framework for Cancer Drug Resistance
Konieczkowski, D. J., Johannessen, C. M., & Garraway, L. A. (2018) · Cancer Cell · doi:10.1016/j.ccell.2018.03.025 · Cited by 258 · see citing works
Targeting KRAS(G12C): From Inhibitory Mechanism to Modulation of Antitumor Effects in Patients
Kim, D., Xue, J. Y., & Lito, P. (2020) · Cell · doi:10.1016/j.cell.2020.09.044 · Cited by 239 · see citing works
Luebker, S. A., & Koepsell, S. A. (2019) · Frontiers in Oncology · doi:10.3389/fonc.2019.00268 · Cited by 194 · see citing works
An approach to suppress the evolution of resistance in BRAFV600E-mutant cancer
Xue, Y., Martelotto, L., Baslan, T., Vides, A., Solomon, M., Mai, T. T., Chaudhary, N., Riely, G. J., Li, B. T., Scott, K., et al. (2017) · Nature Medicine · doi:10.1038/nm.4369 · Cited by 174 · see citing works
Ramsdale, R., Jorissen, R. N., Li, F. Z., Al-Obaidi, S., Ward, T., Sheppard, K. E., Bukczynska, P. E., Young, R. J., Boyle, S. E., Shackleton, M., et al. (2015) · Science Signaling · doi:10.1126/scisignal.aab1111 · Cited by 143 · see citing works
Klempner, S. J., Myers, A. P., & Cantley, L. C. (2013) · Cancer Discovery · doi:10.1158/2159-8290.cd-13-0063 · Cited by 148 · see citing works
Molecular Characterization of Acquired Resistance to KRASG12C–EGFR Inhibition in Colorectal Cancer
Yaeger, R., Mezzadra, R., Sinopoli, J., Bian, Y., Marasco, M., Kaplun, E., Gao, Y., Zhao, H., Paula, A. D. C., Zhu, Y., et al. (2023) · Cancer Discovery · doi:10.1158/2159-8290.cd-22-0405 · Cited by 144 · see citing works
Molecular Pathways and Mechanisms of BRAF in Cancer Therapy
Poulikakos, P. I., Sullivan, R. J., & Yaeger, R. (2022) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-21-2138 · Cited by 145 · see citing works
Yadav, V., Burke, T. F., Huber, L., Van Horn, R. D., Zhang, Y., Buchanan, S. G., Chan, E. M., Starling, J. J., Beckmann, R. P., & Peng, S.-B. (2014) · Molecular Cancer Therapeutics · doi:10.1158/1535-7163.mct-14-0257 · Cited by 132 · see citing works
BRAF — a tumour-agnostic drug target with lineage-specific dependencies
Hanrahan, A. J., Chen, Z., Rosen, N., & Solit, D. B. (2024) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-023-00852-0 · Cited by 136 · see citing works
Bai, X., Fisher, D. E., & Flaherty, K. T. (2019) · Nature Reviews Clinical Oncology · doi:10.1038/s41571-019-0204-6 · Cited by 107 · see citing works
Synthetic Lethal Interaction of SHOC2 Depletion with MEK Inhibition in RAS-Driven Cancers
Sulahian, R., Kwon, J. J., Walsh, K. H., Pailler, E., Bosse, T. L., Thaker, M., Almanza, D., Dempster, J. M., Pan, J., Piccioni, F., et al. (2019) · Cell Reports · doi:10.1016/j.celrep.2019.08.090 · Cited by 90 · see citing works
Leto, S. M., & Trusolino, L. (2014) · Journal of Molecular Medicine · doi:10.1007/s00109-014-1161-2 · Cited by 87 · see citing works
Choi, H., Deng, J., Li, S., Silk, T., Dong, L., Brea, E. J., Houghton, S., Redmond, D., Zhong, H., Boiarsky, J., et al. (2019) · Cell Reports · doi:10.1016/j.celrep.2019.03.066 · Cited by 72 · see citing works
Taking advantage of drug resistance, a new approach in the war on cancer
Wang, L., & Bernards, R. (2018) · Frontiers of Medicine · doi:10.1007/s11684-018-0647-7 · Cited by 53 · see citing works
Zhang, X., Birtwistle, M., & Gallo, J. (2014) · CPT: Pharmacometrics & Systems Pharmacology · doi:10.1038/psp.2013.65 · Cited by 33 · see citing works
Oncogene Overdose: Too Much of a Bad Thing for Oncogene-Addicted Cancer Cells
Amin, A. D., Rajan, S. S., Groysman, M. J., Pongtornpipat, P., & schatz, J. H. (2015) · Biomarkers in Cancer · doi:10.4137/bic.s29326 · Cited by 25 · see citing works
- Authors
- Das Thakur, M., Salangsang, F., Landman, A. S., Sellers, W. R., Pryer, N. K., Levesque, M. P., Dummer, R., McMahon, M., & Stuart, D. D.
- Affiliations
- University of California, San Francisco (US)
- University Hospital Zurich (CH)
- Corresponding author
- McMahon, Martin
- Stuart, Darrin D.
- ORCID
- Venue
- Nature
- Published
- 2013-01-09
- Volume
- 494
- Issue
- 7436
- Pages
- 251-255
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC3930354
- OpenAlex
- W2058390096
- Cited by
- 730
- References
- 22
- Citations by year
- 2026: 8 · 2025: 22 · 2024: 27 · 2023: 39 · 2022: 35 · 2021: 44 · 2020: 50 · 2019: 66 · 2018: 59 · 2017: 78 · 2016: 69 · 2015: 81 · 2014: 84 · 2013: 66 · 2012: 2
- FWCI
- 44.76
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature (publishedVersion)
- PubMed (publishedVersion)
- Zurich Open Repository and Archive (University of Zurich) (acceptedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich) (submittedVersion)
- Zurich Open Repository and Archive (University of Zurich)
- Funders
- National Heart, Lung, and Blood Institute (T32HL007185)
- National Cancer Institute (R01CA176839)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Molecular Biology › Melanoma and MAPK Pathways
- Health Sciences › Medicine › Pulmonary and Respiratory Medicine › Lung Cancer Treatments and Mutations
- Health Sciences › Medicine › Oncology › Colorectal Cancer Treatments and Studies
- Keywords
- vemurafenib resistance, BRAF-mutant melanoma, BRAF V600E mutation, intermittent dosing, drug addiction, MEK/ERK signaling, xenograft models, tumor regression, drug resistance prevention, BRAF inhibitors, treatment durability
- MeSH terms
- Vemurafenib, Animals, Disease Models, Animal, Drug Administration Schedule, Humans, Indoles, Melanoma, Mutation, Neoplasm Transplantation, Sulfonamides, Time Factors, Drug Resistance, Neoplasm, Mitogen-Activated Protein Kinase Kinases, MAP Kinase Signaling System, Xenograft Model Antitumor Assays, Subcutaneous Tissue, Cell Line, Tumor, Extracellular Signal-Regulated MAP Kinases, Proto-Oncogene Proteins B-raf, Cell Proliferation, Mice
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review