Cited by 121Colorectal Cancer Treatments and StudiesMelanoma and MAPK PathwaysLung Cancer Treatments and Mutations

Molecular Landscape of Acquired Resistance to Targeted Therapy Combinations in BRAF -Mutant Colorectal Cancer

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Oddo, Daniele, Sennott, Erin M., Barault, Ludovic, Valtorta, Emanuele, Arena, Sabrina, Cassingena, Andrea, Filiciotto, Genny, Marzolla, Giulia +23 more·2016·Cancer Research

Published version of a preprint

Abstract

Although recent clinical trials of BRAF inhibitor combinations have demonstrated improved efficacy in BRAF-mutant colorectal cancer, emergence of acquired resistance limits clinical benefit. Here, we undertook a comprehensive effort to define mechanisms underlying drug resistance with the goal of guiding development of therapeutic strategies to overcome this limitation. We generated a broad panel of BRAF-mutant resistant cell line models across seven different clinically relevant drug combinations. Combinatorial drug treatments were able to abrogate ERK1/2 phosphorylation in parental-sensitive cells, but not in their resistant counterparts, indicating that resistant cells escaped drug treatments through one or more mechanisms leading to biochemical reactivation of the MAPK signaling pathway. Genotyping of resistant cells identified gene amplification of EGFR, KRAS, and mutant BRAF, as well as acquired mutations in KRAS, EGFR, and MAP2K1. These mechanisms were clinically relevant, as we identified emergence of a KRAS G12C mutation and increase of mutant BRAF V600E allele frequency in the circulating tumor DNA of a patient at relapse from combined treatment with BRAF and MEK inhibitors. To identify therapeutic combinations capable of overcoming drug resistance, we performed a systematic assessment of candidate therapies across the panel of resistant cell lines. Independent of the molecular alteration acquired upon drug pressure, most resistant cells retained sensitivity to vertical MAPK pathway suppression when combinations of ERK, BRAF, and EGFR inhibitors were applied. These therapeutic combinations represent promising strategies for future clinical trials in BRAF-mutant colorectal cancer. Cancer Res; 76(15); 4504–15. ©2016 AACR.

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Crossref · 10.1158/0008-5472.can-16-0396

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  • The association of BRAF or ARID1A co-alterations with shorter progression-free survival is mechanistically plausible and consistent with studies implicating these genes in EGFR inhibitor resistance.

    “Our observation that BRAF or ARID1A co-alterations are associated with shorter progression-free survival is mechanistically plausible and consistent with studies implicating these genes in EGFR inhibitor resistance. 23-27”

    From Sotorasib with panitumumab in chemotherapy-refractory KRASG12C-mutated colorectal cancer: a phase 1b trial (2024) · cites this paper as [27]

    The Results section reports that BRAF V600E amplification was found in cells resistant to MEK-plus-EGFR inhibition and that overexpressing mutant BRAF conferred resistance to that combination. This supports a mechanistic link for BRAF, but our copy does not implicate ARID1A in EGFR inhibitor resistance. The shorter progression-free survival association is presented as the citing authors’ own observation, not a finding attributed to this source. (LLM, conf=0.87)

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  1. [1]Davies H Bignell GR Cox C Stephens P Edkins S Clegg S Mutations of the BRAF gene in human cancer Nature 2002 417 6892 949 54 12068308
  2. [5]Flaherty KT Puzanov I Kim KB Ribas A McArthur GA Sosman JA Inhibition of mutated, activated BRAF in metastatic melanoma N Engl J Med 2010 363 9 809 19 20818844 PMC3724529
  3. [6]Long GV Stroyakovskiy D Gogas H Levchenko E de Braud F Larkin J Combined BRAF and MEK inhibition versus BRAF inhibition alone in melanoma N Engl J Med 2014 371 20 1877 88 25265492
  4. [7]Kopetz S Desai J Chan E Hecht JR O'Dwyer PJ Maru D Phase II Pilot Study of Vemurafenib in Patients With Metastatic BRAF-Mutated Colorectal Cancer J Clin Oncol 2015 33 34 4032 8 26460303 PMC4669589
  5. [8]Corcoran RB Ebi H Turke AB Coffee EM Nishino M Cogdill AP EGFR-mediated re-activation of MAPK signaling contributes to insensitivity of BRAF mutant colorectal cancers to RAF inhibition with vemurafenib Cancer Discov 2012 2 3 227 35 22448344 PMC3308191
  6. [9]Prahallad A Sun C Huang S Di Nicolantonio F Salazar R Zecchin D Unresponsiveness of colon cancer to BRAF(V600E) inhibition through feedback activation of EGFR Nature 2012 483 7387 100 3 22281684
  7. [10]Mao M Tian F Mariadason JM Tsao CC Lemos R Jr Dayyani F Resistance to BRAF inhibition in BRAF-mutant colon cancer can be overcome with PI3K inhibition or demethylating agents Clin Cancer Res 2013 19 3 657 67 23251002 PMC3563727
  8. [14]Corcoran RB Atreya CE Falchook GS Kwak EL Ryan DP Bendell JC Combined BRAF and MEK Inhibition With Dabrafenib and Trametinib in BRAF V600-Mutant Colorectal Cancer J Clin Oncol 2015 33 34 4023 31 26392102 PMC4669588
  9. [16]Deming DA Cavalcante LL Lubner SJ Mulkerin DL LoConte NK Eickhoff JC A phase I study of selumetinib (AZD6244/ARRY-142866), a MEK1/2 inhibitor, in combination with cetuximab in refractory solid tumors and KRAS mutant colorectal cancer Invest New Drugs 2015 12 14 PMC4788533 26666244
  10. [20]Russo M Misale S Wei G Siravegna G Crisafulli G Lazzari L Acquired Resistance to the TRK Inhibitor Entrectinib in Colorectal Cancer Cancer Discov 2016 6 1 36 44 26546295
  11. [22]Roig AI Eskiocak U Hight SK Kim SB Delgado O Souza RF Immortalized epithelial cells derived from human colon biopsies express stem cell markers and differentiate in vitro Gastroenterology 2010 138 3 1012 21 e1 5 19962984
  12. [23]Siravegna G Mussolin B Buscarino M Corti G Cassingena A Crisafulli G Clonal evolution and resistance to EGFR blockade in the blood of colorectal cancer patients Nature medicine 2015 21 7 795 801 PMC4868598 26030179
  13. [24]Vigna E Naldini L Lentiviral vectors: excellent tools for experimental gene transfer and promising candidates for gene therapy J Gene Med 2000 2 5 308 16 11045424
  14. [25]Arena S Bellosillo B Siravegna G Martinez A Canadas I Lazzari L Emergence of Multiple EGFR Extracellular Mutations during Cetuximab Treatment in Colorectal Cancer Clin Cancer Res 2015 21 9 2157 66 25623215
  15. [26]Poulikakos PI Persaud Y Janakiraman M Kong XJ Ng C Moriceau G RAF inhibitor resistance is mediated by dimerization of aberrantly spliced BRAF(V600E) Nature 2011 480 7377 387 90 22113612 PMC3266695
  16. [28]Ercan D Xu C Yanagita M Monast CS Pratilas CA Montero J Reactivation of ERK signaling causes resistance to EGFR kinase inhibitors Cancer Discov 2012 2 10 934 47 22961667 PMC3477553
  17. [29]Villanueva J Vultur A Lee JT Somasundaram R Fukunaga-Kalabis M Cipolla AK Acquired Resistance to BRAF Inhibitors Mediated by a RAF Kinase Switch in Melanoma Can Be Overcome by Cotargeting MEK and IGF-1R/PI3K Cancer Cell 2010 18 6 683 95 21156289 PMC3026446
  18. [30]Ahronian LG Sennott EM Van Allen EM Wagle N Kwak EL Faris JE Clinical Acquired Resistance to RAF Inhibitor Combinations in BRAF-Mutant Colorectal Cancer through MAPK Pathway Alterations Cancer Discov 2015 5 4 358 67 25673644 PMC4390490
  19. [31]Little AS Balmanno K Sale MJ Newman S Dry JR Hampson M Amplification of the Driving Oncogene, KRAS or BRAF, Underpins Acquired Resistance to MEK1/2 Inhibitors in Colorectal Cancer Cells Sci Signal 2011 4 166 ra17 21447798
  20. [32]Corcoran RB Dias-Santagata D Bergethon K Iafrate AJ Settleman J Engelman JA BRAF gene amplification can promote acquired resistance to MEK inhibitors in cancer cells harboring the BRAF V600E mutation Sci Signal 2010 3 149 ra84 21098728 PMC3372405
  21. [33]Shi H Moriceau G Kong X Lee MK Lee H Koya RC Melanoma whole-exome sequencing identifies (V600E)B-RAF amplification-mediated acquired B-RAF inhibitor resistance Nat Commun 2012 3 724 22395615 PMC3530385
  22. [34]Emery CM Vijayendran KG Zipser MC Sawyer AM Niu L Kim JJ MEK1 mutations confer resistance to MEK and B-RAF inhibition Proc Natl Acad Sci U S A 2009 106 48 20411 6 19915144 PMC2777185
  23. [35]Sun C Wang L Huang S Heynen GJ Prahallad A Robert C Reversible and adaptive resistance to BRAF(V600E) inhibition in melanoma Nature 2014 508 7494 118 22 24670642
  24. [36]Johnson DB Flaherty KT Weber JS Infante JR Kim KB Kefford RF Combined BRAF (Dabrafenib) and MEK inhibition (Trametinib) in patients with BRAFV600-mutant melanoma experiencing progression with single-agent BRAF inhibitor J Clin Oncol 2014 32 33 3697 704 25287827 PMC4226803
  25. [38]Carlino MS Todd JR Gowrishankar K Mijatov B Pupo GM Fung C Differential activity of MEK and ERK inhibitors in BRAF inhibitor resistant melanoma Mol Oncol 2014 8 3 544 54 24476679 PMC5528644
  26. [39]Hatzivassiliou G Liu B O'Brien C Spoerke JM Hoeflich KP Haverty PM ERK inhibition overcomes acquired resistance to MEK inhibitors Mol Cancer Ther 2012 11 5 1143 4 22402123
  27. [42]Tie J Gibbs P Lipton L Christie M Jorissen RN Burgess AW Optimizing targeted therapeutic development: analysis of a colorectal cancer patient population with the BRAF(V600E) mutation Int J Cancer 2011 128 9 2075 84 20635392
  28. [43]Fransen K Klintenas M Osterstrom A Dimberg J Monstein HJ Soderkvist P Mutation analysis of the BRAF, ARAF and RAF-1 genes in human colorectal adenocarcinomas Carcinogenesis 2004 25 4 527 33 14688025
  29. [44]Cisowski J Sayin VI Liu M Karlsson C Bergo MO Oncogene-induced senescence underlies the mutual exclusive nature of oncogenic KRAS and BRAF Oncogene 2015 26028035
  30. [45]Sottoriva A Kang H Ma Z Graham TA Salomon MP Zhao J A Big Bang model of human colorectal tumor growth Nat Genet 2015 47 3 209 16 25665006 PMC4575589
  31. [46]Van Allen EM Wagle N Sucker A Treacy DJ Johannessen CM Goetz EM The genetic landscape of clinical resistance to RAF inhibition in metastatic melanoma Cancer Discov 2014 4 1 94 109 24265153 PMC3947264
  32. [47]Moriceau G Hugo W Hong A Shi H Kong X Yu CC Tunable-combinatorial mechanisms of acquired resistance limit the efficacy of BRAF/MEK cotargeting but result in melanoma drug addiction Cancer Cell 2015 27 2 240 56 25600339 PMC4326539
  33. [49]Goetz EM Ghandi M Treacy DJ Wagle N Garraway LA ERK mutations confer resistance to mitogen-activated protein kinase pathway inhibitors Cancer Res 2014 74 23 7079 89 25320010 PMC4300142

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Authors
Oddo, D., Sennott, E. M., Barault, L., Valtorta, E., Arena, S., Cassingena, A., Filiciotto, G., Marzolla, G., Elez, E., van Geel, R. M. J. M., Bartolini, A., Crisafulli, G., Boscaro, V., Godfrey, J. T., Buscarino, M., Cancelliere, C., Linnebacher, M., Corti, G., Truini, M., Siravegna, G., Grasselli, J., Gallicchio, M., Bernards, R., Schellens, J. H. M., Tabernero, J., Engelman, J. A., Sartore-Bianchi, A., Bardelli, A., Siena, S., Corcoran, R. B., & Di Nicolantonio, F.
Affiliations
  • Candiolo Cancer Institute (IT)
  • Massachusetts General Hospital (US)
  • Azienda Socio Sanitaria Territoriale Grande Ospedale Metropolitano Niguarda (IT)
  • 5Vall d'Hebron University Hospital and Institute of Oncology (VHIO), Universitat Autònoma de Barcelona, Barcelona, Spain.
  • 6The Netherlands Cancer Institute, Amsterdam, the Netherlands.
  • University of Turin (IT)
  • University of Rostock (DE)
  • IFOM (IT)
  • Universitat Autònoma de Barcelona (ES)
  • The Netherlands Cancer Institute (NL)
  • Harvard University (US)
  • 4Niguarda Cancer Center, Grande Ospedale Metropolitano Niguarda, Milan, Italy.
  • University of Milan (IT)
  • 1Department of Oncology, University of Torino, Candiolo, Torino, Italy.
Venue
Cancer Research
Published
2016-07-31
Volume
76
Issue
15
Pages
4504-4515
ISSN
  • 0008-5472 (ISSN-L)
  • 1538-7445
OpenAlex
W2420593137
Cited by
121
References
9
Citations by year
2026: 5 · 2025: 11 · 2024: 13 · 2023: 8 · 2022: 12 · 2021: 8 · 2020: 14 · 2019: 15 · 2018: 14 · 2017: 16 · 2016: 5
FWCI
8.99
Type
journal article
Language
en
Open access
Locations
  • Cancer Research (publishedVersion)
  • PubMed (publishedVersion)
  • Europe PMC (PubMed Central) (acceptedVersion)
  • PubMed Central (acceptedVersion)
  • Institutional Research Information System University of Turin (University of Turin) (submittedVersion, other-oa)
  • Research Publications (Maastricht University) (submittedVersion)
Funders
  • Damon Runyon Cancer Research Foundation
  • European Commission (635342, 16788, 115749, 602901)
  • Ministero della Salute
  • Ministero dell’Istruzione, dell’Università e della Ricerca
  • KWF Kankerbestrijding
  • Fondazione Umberto Veronesi
  • Associazione Italiana per la Ricerca sul Cancro (16788, 17707, IGn. 16788, IG n. 17707)
  • Fondazione Oncologia Niguarda Onlus
  • National Institutes of Health (CA127003)
  • Stand Up To Cancer (P50 CA127003)
  • National Cancer Institute (P50CA127003, R01CA208437, CA127003, K08CA166510)
Topics
  • Health Sciences › Medicine › Oncology › Colorectal Cancer Treatments and Studies
  • 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
Keywords
BRAF-mutant colorectal cancer, acquired drug resistance, BRAF inhibitors, MEK inhibitors, ERK inhibitor, EGFR inhibitors, MAPK pathway reactivation, KRAS G12C mutation, EGFR amplification, KRAS mutation, MAP2K1 mutation, circulating tumor DNA, combination therapy
MeSH terms
Gene Amplification, Humans, Colorectal Neoplasms, Signal Transduction, Gene Dosage, Drug Resistance, Neoplasm, Proto-Oncogene Proteins B-raf

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