BRAFV600E hyperactivates ERK and signals as a RAF inhibitor–sensitive monomer. Although RAF inhibitors can produce impressive clinical responses in patients with mutant BRAF tumors, the mechanisms of resistance to these drugs are incompletely characterized. Here, we report a complete response followed by clinical progression in a patient with a BRAFV600E-mutant brain tumor treated with dabrafenib. Whole-exome sequencing revealed a secondary BRAFL514V mutation at progression that was not present in the pretreatment tumor. Expressing BRAFV600E/L514V induces ERK signaling, promotes RAF dimer formation, and is sufficient to confer resistance to dabrafenib. Newer RAF dimer inhibitors and an ERK inhibitor are effective against BRAFL514V-mediated resistance. Collectively, our results validate a novel biochemical mechanism of RAF inhibitor resistance mediated by a secondary mutation, emphasizing that, like driver mutations in cancer, the spectrum of mutations that drive resistance to targeted therapy are heterogeneous and perhaps emerge with a lineage-specific prevalence.

Significance: In contrast to receptor tyrosine kinases, in which secondary mutations are often responsible for acquired resistance, second-site mutations in BRAF have not been validated in clinically acquired resistance to RAF inhibitors. We demonstrate a secondary mutation in BRAF (V600E/L514V) following progression on dabrafenib and confirm functionally that this mutation is responsible for resistance. Cancer Discov; 8(9); 1130–41. ©2018 AACR.

See related commentary by Romano and Kwong, p. 1064.

This article is highlighted in the In This Issue feature, p. 1047

Oncogenic activation of the ERK signaling pathway is common in human tumors and occurs by multiple mechanisms, including mutational activation of RAS-GTPases, point mutations and fusions in BRAF, dysregulation of receptor tyrosine kinases, and genetic inactivation of the RAS-GTP-ase activating protein neurofibromin-1 (NF1). These genetic events are drivers of transformation in approximately one third of all human cancers (1, 2). Consequently, there have been significant efforts to develop small molecules that target ERK signaling. ATP-competitive small-molecule RAF inhibitors have been developed and approved for use in patients with advanced melanoma (3, 4). Although the downstream effects of RAF and MEK inhibitors in BRAFV600E-mutant melanoma cells are biologically similar (5), the ability of first-generation RAF inhibitors to inhibit ERK signaling is restricted to tumors harboring mutant BRAFV600E. In tumors with wild-type (WT) RAFs, RAF inhibitors increase MEK and ERK phosphorylation and thus activate signaling (5–8). This mechanism of so-called paradoxical activation involves RAS-dependent dimerization and transactivation of BRAF molecules (6).

Molecular events that increase RAS activity and genetic alterations that cause BRAFV600E to dimerize in a RAS-independent manner prevent pathway inhibition by vemurafenib and dabrafenib (9–16). BRAF fusions, identified in a subset of pediatric low-grade astrocytomas and other solid tumors, and many non-V600E BRAF mutants, which, despite high BRAF kinase activity, function biochemically as RAF homodimers, demonstrate de novo insensitivity to RAF inhibitors (17–19). Molecular events associated with acquired resistance have mostly emerged from studies of patients with melanoma and colorectal cancer treated with the RAF inhibitor vemurafenib or from laboratory efforts to generate models of acquired resistance.

Clinical responses to single-agent RAF inhibition have varied among cancer types, suggesting lineage-specific differences in signaling that may drive de novo and acquired resistance (14, 20, 21). It is currently unknown whether similar lineage-specific mechanisms of acquired resistance may also exist, especially in cancer types where RAF inhibitors remain under investigation. We therefore hypothesized that acquired resistance may be driven by and specific to the tumor type in which BRAFV600E signals and is inhibited, and set out to genomically characterize the longitudinal pre- and postprogression specimens from a patient with a BRAFV600E-mutant anaplastic ganglioglioma who initially responded to, but then progressed on, treatment with dabrafenib.

Genomic Characterization of a Dabrafenib-Resistant Pediatric Brain Tumor

We sought to determine the mechanistic basis for an initial dramatic response and subsequent relapse to dabrafenib therapy in a 15-year-old boy diagnosed with a BRAFV600E-mutant left temporal lobe brain tumor. The patient was originally diagnosed at 33 months of age with a low-grade astrocytoma [World Health Organization (WHO) grade 2]. The patient's tumor recurred nearly 10 years later with malignant progression and was at that time characterized as anaplastic ganglioglioma (WHO grade 3). He was treated with radiation and temozolomide, and then at second recurrence with lomustine and vincristine. Prospective sequencing of the resected third recurrence revealed a BRAFV600E mutation, prompting enrollment in the pediatric phase I/II trial of dabrafenib (NCT01677741). A partial response was evident 8 weeks after the initiation of therapy, ultimately evolving into complete radiographic response. However, progressive disease was evident by 40 weeks, when therapy was discontinued and the progressing tumor was resected (Fig. 1A). Our review of the pathology then revealed an anaplastic ganglioglioma with new areas of rhabdomyosarcomatous transformation (Fig. 1A; Supplementary Fig. S1).

Figure 1.

BRAFL514V emerges upon RAF inhibitor response and resistance in a patient with pediatric glioma. A, Timeline of the patient's clinical course. Significant events are shown along a timeline in weeks. Surgical resection was performed preenrollment on, and postremoval from, dabrafenib treatment. Dabrafenib was administered daily from weeks 0 to 40. Representative MRI images are shown, demonstrating pretreatment tumor (baseline, week 0), complete response of tumor to dabrafenib (week 12), and local tumor recurrence (week 40). Enhancing tumors of interest are marked with arrows. B, The fraction of cancer cells (cancer cell fraction) harboring key mutations in the pre/posttreatment tumors and the SK-BT-DR short-term culture from the postprogression specimen inferred from whole-exome sequencing and IMPACT. C, Three-dimensional structure of BRAFV600E in complex with dabrafenib where the L514 residue is <4 angstroms away from inhibitor binding, in contact with the selectivity pocket. Protein coordinates are from the BRAFV600E/dabrafenib complex (PDB 4XV2).

Figure 1.

BRAFL514V emerges upon RAF inhibitor response and resistance in a patient with pediatric glioma. A, Timeline of the patient's clinical course. Significant events are shown along a timeline in weeks. Surgical resection was performed preenrollment on, and postremoval from, dabrafenib treatment. Dabrafenib was administered daily from weeks 0 to 40. Representative MRI images are shown, demonstrating pretreatment tumor (baseline, week 0), complete response of tumor to dabrafenib (week 12), and local tumor recurrence (week 40). Enhancing tumors of interest are marked with arrows. B, The fraction of cancer cells (cancer cell fraction) harboring key mutations in the pre/posttreatment tumors and the SK-BT-DR short-term culture from the postprogression specimen inferred from whole-exome sequencing and IMPACT. C, Three-dimensional structure of BRAFV600E in complex with dabrafenib where the L514 residue is <4 angstroms away from inhibitor binding, in contact with the selectivity pocket. Protein coordinates are from the BRAFV600E/dabrafenib complex (PDB 4XV2).

Close modal

We performed whole-exome and transcriptome sequencing (WES and RNA sequencing) on tumor specimens acquired from the third recurrence prior to trial enrollment (pre-dabrafenib) and at the time of progression on therapy (post-dabrafenib). Our analysis of WES data from the pre-dabrafenib tumor reaffirmed the presence of the BRAFV600E mutation along with clonal, likely functional mutations in SMAD4, ATM, and other genes, a focal homozygous deletion of CDKN2A/B, and multiple large-scale DNA copy-number alterations. Only modest genomic evolution was evident from WES of the post-dabrafenib tumor, as it possessed a high degree of concordance among the DNA copy-number alterations and somatic mutations present before treatment (Fig. 1B; Supplementary Figs. S2 and S3; Supplementary Table S1). As analysis of the WES data suggested a modest DNA copy-number gain of chromosome 7 harboring BRAF (Supplementary Fig. S2), we performed multicolor FISH on a short-term cell culture [Sloan Kettering, brain-tumor, dabrafenib resistant (SK-BT-DR)] generated from fresh tissue of the progression specimen and sections from the pre- and post-dabrafenib tumor specimens. Subclonal heterogeneity of BRAF copy number existed with distinct cell populations with modest (3–10 copies) and more pronounced (11–16 copies) gains. Nevertheless, FISH confirmed that these BRAF gains (3–9 copies) preexisted dabrafenib treatment (Supplementary Fig. S1).

To determine the basis of treatment resistance, we further investigated the WES and transcriptome data for previously characterized mechanisms of resistance to RAF inhibitor therapy in other cancer types (9–11, 22–24). Although we found no such alteration, we did identify a subclonal BRAFL514V mutation in the post- but not pre-dabrafenib tumor (Fig. 1B). Similar multimodality sequencing of SK-BT-DR confirmed it also possessed the BRAFL514V mutation and faithfully represented the genomics of postprogression disease in this patient (Fig. 1B).

Although second-site mutations are often acquired and mediate resistance in other commonly mutated oncogenic targets of therapy such as EGFR, KIT, NTRK, and others, this has never been previously validated in BRAF-mutant patients who have responded and relapsed on RAF inhibitor therapy. Reasoning that BRAFL514V might represent such a secondary mutation acquired in response to dabrafenib therapy, we sought to determine the impact of this allele on BRAF protein structure. We examined the mutant BRAF protein structure bound to dabrafenib, which indicated that the L514 residue is located within the ATP-binding pocket of the αC-β4-loop of the kinase domain (25) and adjacent to the site of drug binding (∼4 angstroms; Fig. 1C). Furthermore, the BRAFL514 residue is homologous to residues in other oncogenically activated kinases that are mutated as a mechanism of acquired resistance to targeted therapy (Supplementary Fig. S4; Supplementary Table S2).

The post-dabrafenib tumor retained expression of BRAFV600E, confirmed by targeted mass spectrometry–based genotyping (Sequenom). To determine whether the resistant tumor retained activation of ERK signaling, we assessed ERK phosphorylation using IHC analysis in both the pre- and post-dabrafenib tumors. The posttreatment tumor retained activation of ERK signaling as detected by IHC measurement of phosphorylated ERK (pERK), particularly in areas with astrocytic and sarcomatous morphology (Supplementary Fig. S1).

In order to determine whether a rare BRAFL514V-mutant subclone was present pretreatment but not captured by exome sequencing, we performed droplet digital PCR of BRAFL514V. This confirmed its presence in both the post-dabrafenib tumor and short-term cell culture (SK-BT-DR) at a mutant allele burden consistent with exome sequencing of the tumor tissue, but the mutant allele was not detectable in either the normal blood or pretreatment tumor specimens (sensitivity of 0.016%; Supplementary Table S3). To determine whether BRAFL514V was present in cis with V600E, we randomly screened and sequenced 20 individual bacterial colonies transformed by plasmids carrying BRAF coding sequence amplified from SK-BT-DR cells. Although a subset of colonies was WT BRAF, others BRAFV600E, and 25% BRAFV600E/L514V, there was no evidence that BRAFL514V existed in the absence of V600E (Supplementary Fig. S5). Together, these data suggest that BRAFL514V was an acquired secondary mutation on the V600E-mutant allele.

BRAFV600E/L514V Reduces Sensitivity to Dabrafenib by Inducing BRAF Dimerization

To assess whether BRAFL514V was sufficient to drive clinical resistance to dabrafenib, we assessed the ability of L514V, alone and in cis with V600E, to activate MEK–ERK signaling compared with BRAFV600E and WT BRAF. We utilized four different cellular contexts: (i) SKBR3 cells in which RAS activation is HER2-dependent and lapatinib treatment can produce low levels of RAS activity to study the effects of transfected BRAF variants without the influence of endogenous RAS activity on RAF dimerization (19); (ii) the BRAFV600E brain tumor cell line DBTRG-05MG; (iii) the immortalized fibroblast cell line NIH-3T3 with WT BRAF; and (iv) a BRAFV600E-expressing, dabrafenib-sensitive melanoma cell line, A375. In the latter model, we stably transduced doxycycline-inducible constructs of BRAFV600E and BRAFV600E/L514V to study the expression of the BRAF double mutant in the context of endogenous BRAFV600E, which recapitulates the BRAF genetics of our patient's post-dabrafenib tumor. Both BRAFV600E (VE) and BRAFV600E/L514V (VELV) significantly elevated MEK and ERK phosphorylation over baseline levels (Fig. 2A–E and G). The ability of dabrafenib to inhibit pERK was reduced in BRAFV600E/L514V compared with BRAFV600E in all cell types studied here (Fig. 2A–C; Supplementary Fig. S6). BRAFV600E/L514V-associated resistance to dabrafenib was dose-dependent. Expressing higher levels of BRAFV600E/L514V resulted in further increased resistance to RAF inhibition, whereas overexpression of BRAFV600E alone to similar levels resulted in only minimally reduced sensitivity (Fig. 2D). BRAFV600E/L514V-expressing cells were less sensitive to dabrafenib at lower doses than were cells expressing BRAFV600E alone, as measured by a shift to the right of the curve of pERK inhibition (Fig. 2E and F). Furthermore, the levels of pERK recovered more rapidly over time in BRAFV600E/L514V cells following a single dabrafenib treatment than did cells expressing BRAFV600E alone (Fig. 2G; Supplementary Fig. S7). Cell proliferation, as measured by growth in culture over 72 hours, was less sensitive to dabrafenib treatment in BRAFV600E/L514V compared with BRAFV600E cells. Moreover, the ability of BRAFV600E/L514V-expressing cells to form colonies in the presence of dabrafenib was significantly increased compared with that of BRAFV600E cells (Fig. 2H and I, IC50, IC75, and IC90 provided in Supplementary Fig. S8), consistent with the incomplete pERK inhibition we observed. These data indicate that BRAFV600E/L514V is sufficient to cause acquired resistance to dabrafenib.

Figure 2.

BRAFV600E/L514V is an activating mutation and is resistant to dabrafenib. A, V5-tagged BRAF mutants (VE or VELV) were expressed in SKBR3 cells for 24 hours, followed by lapatinib treatment (1 μmol/L for 1 hour), and then followed by treatment with DMSO or dabrafenib (200 nmol/L) for another hour. UT, untransfected. B, DBTRG-05MG cells were transiently transfected with V5-tagged BRAFV600E or BRAFV600E/L514V for 24 hours and treated with DMSO or dabrafenib for 1 hour. C–G, A375 (BRAFV600E melanoma) cells stably transduced with retrovirus carrying doxycycline (dox)-inducible GFP-tagged empty vector, or vector encoding V5-tagged BRAF mutants, were treated with doxycycline (150, 200, 150 ng/mL, respectively, in C and E; 50 or 200 ng/mL in D) for 24 hours, followed by treatment with dabrafenib (100 nmol/L in C, D, and G; dose range as shown in E) for 1 hour (C–F) or over time course as shown in G. A–E and G, Expression and/or phosphorylation of the indicated proteins were assessed by immunoblot. F, pERK signal intensity was quantitated using densitometric analysis and graphed as a function of dabrafenib dose. H, A375 cells treated with dabrafenib at doses shown wereassessed for cell viability and graphed as percentage relative to control. Doxycycline was replenished at 50% every 24 hours. Data, mean ± SEM. I, A375 cells as in C–H were grown in soft agar with the indicated doses of dabrafenib (30 and 100 nmol/L). The y-axis represents the number of colonies, expressed as an average of four fields per well, three wells per condition, relative to DMSO controls, for each cell line (data, mean ± SEM; ****, P < 0.0001, unpaired Student t test).

Figure 2.

BRAFV600E/L514V is an activating mutation and is resistant to dabrafenib. A, V5-tagged BRAF mutants (VE or VELV) were expressed in SKBR3 cells for 24 hours, followed by lapatinib treatment (1 μmol/L for 1 hour), and then followed by treatment with DMSO or dabrafenib (200 nmol/L) for another hour. UT, untransfected. B, DBTRG-05MG cells were transiently transfected with V5-tagged BRAFV600E or BRAFV600E/L514V for 24 hours and treated with DMSO or dabrafenib for 1 hour. C–G, A375 (BRAFV600E melanoma) cells stably transduced with retrovirus carrying doxycycline (dox)-inducible GFP-tagged empty vector, or vector encoding V5-tagged BRAF mutants, were treated with doxycycline (150, 200, 150 ng/mL, respectively, in C and E; 50 or 200 ng/mL in D) for 24 hours, followed by treatment with dabrafenib (100 nmol/L in C, D, and G; dose range as shown in E) for 1 hour (C–F) or over time course as shown in G. A–E and G, Expression and/or phosphorylation of the indicated proteins were assessed by immunoblot. F, pERK signal intensity was quantitated using densitometric analysis and graphed as a function of dabrafenib dose. H, A375 cells treated with dabrafenib at doses shown wereassessed for cell viability and graphed as percentage relative to control. Doxycycline was replenished at 50% every 24 hours. Data, mean ± SEM. I, A375 cells as in C–H were grown in soft agar with the indicated doses of dabrafenib (30 and 100 nmol/L). The y-axis represents the number of colonies, expressed as an average of four fields per well, three wells per condition, relative to DMSO controls, for each cell line (data, mean ± SEM; ****, P < 0.0001, unpaired Student t test).

Close modal

We next sought to determine the mechanism by which BRAFL514V mediates resistance to dabrafenib. BRAFV600E signals as a monomer, which is the mechanistic basis for the selective inhibition of ERK output in BRAFV600E-mutant tumors by existing type I RAF inhibitors such as vemurafenib and dabrafenib. Notably, the p61 BRAF splice-forms, which are acquired in BRAFV600E-mutant patients treated with type I RAF inhibitors, non-V600 activating BRAF mutants, and BRAF in-frame deletions (residues L485–P490), confer resistance to these agents by inducing RAF dimer formation (10, 19, 26, 27). We hypothesized that BRAFL514V, acquired in cis with V600E, similarly promotes RAF dimerization as its mechanism of acquired resistance to dabrafenib. To address this question, we cotransfected constructs encoding BRAFV600E and BRAFV600E/L514V with V5 or FLAG tags in SKBR3 cells to detect homodimerization using an immunoprecipitation (IP) assay. As expected, ectopic expression of p61 BRAFV600E (10) exhibited a strong signal for the BRAF homodimer (Fig. 3A). BRAF homodimers were minimal in cells expressing WT BRAF, but ectopic expression of BRAFV600E/L514V promoted a greater degree of BRAF homodimerization than did BRAFV600E alone, regardless of medium or high levels of BRAF-mutant expression and independent of RAS activity (Fig. 3A and B; Supplementary Fig. S9).

Figure 3.

BRAFV600E/L514V causes resistance to dabrafenib by formation of dimers. A, V5-tagged and FLAG-tagged WT BRAF and the indicated BRAF mutants were coexpressed in SKBR3 cells (lapatinib treated 1 hour prior to collection). The binding of V5-tagged BRAF proteins to FLAG-tagged BRAF proteins was determined by immunoprecipitation followed by immunoblotting analysis. B, Untransfected (UT) and transiently transfected SKBR3 cells expressing V5 or FLAG-tagged BRAF mutants with low (L), medium (M), and high (H) expression levels were treated with lapatinib for 1 hour. Homodimerization of BRAFV600E and BRAFV600E/L514V was evaluated by immunoblotting following immunoprecipitation. Relative FLAG signal (IP/WCL) in medium and high levels of BRAF mutants was determined by densitometry analysis. WCL, whole-cell lysate. Statistical analysis was performed using unpaired Student t test in replicate experiments. C and D, V5-tagged BRAF [WT; R509H; VE; V600E/R509H (VEH); VELV; or V600E/L514V/R509H (VELVH)] were expressed in SKBR3 cells for 24 hours, followed by lapatinib treatment (1 μmol/L for 1 hour, C and D), then followed by treatment with DMSO (−) or dabrafenib (dab; +; 200 nmol/L) for 1 hour (D only). Relative pMEK and pERK levels were quantitated in replicate experiments and shown as a bar graph with statistical analysis. n.s., not significant. E, A375 (BRAFV600E melanoma) cells stably transduced with retrovirus carrying doxycycline-inducible vector encoding V5-tagged BRAF mutants were treated with doxycycline (dox; 150 or 25 ng/mL) for 24 hours, followed by treatment with dabrafenib (dose range as shown) for 1 hour. Expression and/or phosphorylation of the indicated proteins were assessed by immunoblot. pERK signal intensity was quantitated using densitometric analysis, and graphed as a function of dabrafenib dose. *, P < 0.05; **, P < 0.01; ****, P < 0.0001.

Figure 3.

BRAFV600E/L514V causes resistance to dabrafenib by formation of dimers. A, V5-tagged and FLAG-tagged WT BRAF and the indicated BRAF mutants were coexpressed in SKBR3 cells (lapatinib treated 1 hour prior to collection). The binding of V5-tagged BRAF proteins to FLAG-tagged BRAF proteins was determined by immunoprecipitation followed by immunoblotting analysis. B, Untransfected (UT) and transiently transfected SKBR3 cells expressing V5 or FLAG-tagged BRAF mutants with low (L), medium (M), and high (H) expression levels were treated with lapatinib for 1 hour. Homodimerization of BRAFV600E and BRAFV600E/L514V was evaluated by immunoblotting following immunoprecipitation. Relative FLAG signal (IP/WCL) in medium and high levels of BRAF mutants was determined by densitometry analysis. WCL, whole-cell lysate. Statistical analysis was performed using unpaired Student t test in replicate experiments. C and D, V5-tagged BRAF [WT; R509H; VE; V600E/R509H (VEH); VELV; or V600E/L514V/R509H (VELVH)] were expressed in SKBR3 cells for 24 hours, followed by lapatinib treatment (1 μmol/L for 1 hour, C and D), then followed by treatment with DMSO (−) or dabrafenib (dab; +; 200 nmol/L) for 1 hour (D only). Relative pMEK and pERK levels were quantitated in replicate experiments and shown as a bar graph with statistical analysis. n.s., not significant. E, A375 (BRAFV600E melanoma) cells stably transduced with retrovirus carrying doxycycline-inducible vector encoding V5-tagged BRAF mutants were treated with doxycycline (dox; 150 or 25 ng/mL) for 24 hours, followed by treatment with dabrafenib (dose range as shown) for 1 hour. Expression and/or phosphorylation of the indicated proteins were assessed by immunoblot. pERK signal intensity was quantitated using densitometric analysis, and graphed as a function of dabrafenib dose. *, P < 0.05; **, P < 0.01; ****, P < 0.0001.

Close modal

We then determined the impact of disrupting dimerization induced by BRAFL514V. Here, we utilized the BRAFR509H tool mutation, which disrupts BRAF dimerization and reduces BRAF kinase activity (6). We introduced the R509H mutation to WT BRAF, BRAFV600E, BRAFL514V, and BRAFV600E/L514V. Consistent with our IP results, the activity of BRAFL514V and BRAFV600E/L514V, but not BRAFV600E alone, was reduced by dimer insufficiency (Fig. 3C; Supplementary Fig. S10A). Although BRAFV600E/R509H does not alter pERK sensitivity to dabrafenib compared with BRAFV600E, pERK levels were reduced to a greater extent in cells expressing dimer-incompetent BRAFV600E/L514V/R509H than those expressing dimerization-competent BRAFV600E/L514V (Fig. 3D and E; Supplementary Fig. S10B). To distinguish this mechanism of action from a conventional gatekeeper mutation, we assessed the BRAF kinase activity of exogenously expressed BRAFV600E and BRAFV600E/L514V with a kinase-dead MEK1 substrate. Indeed, there was no difference in the ability of dabrafenib to inhibit BRAF activity (Supplementary Fig. S11).

MEK Inhibition and RAF Dimer Inhibition Are More Effective against BRAFV600E/L514V-Activated ERK Signaling

Because BRAFV600E/L514V activates dimer-dependent ERK signaling and is insensitive to type I RAF inhibition, we sought alternative small-molecule therapeutic strategies to overcome this acquired resistance. We first assessed the sensitivity of such cells to MEK inhibition. We treated cells expressing BRAFV600E or BRAFV600E/L514V with a RAF inhibitor (RAFi; dabrafenib), a MEK inhibitor (MEKi; trametinib), or their combination. We tested combination therapy in multiple cellular contexts to exclude the intrinsic sensitivity of BRAFV600E-expressing parental cells to MEK inhibition. Inhibition of ERK phosphorylation in BRAFV600E/L514V-expressing cells was more sensitive to MEK inhibition or the combination of RAF and MEK inhibitors than to RAF inhibition alone (Fig. 4A and B; Supplementary Fig. S12). Trametinib alone, or combined with dabrafenib, however, did not equally inhibit cell growth of BRAFV600E and BRAFV600E/L514V mutants in short-term drug incubation (72 hours, corresponding IC50 values in Supplementary Fig. S13) or in long-term colony formation assay (2 weeks; Fig. 4C and D; Supplementary Figs. S13 and S14), even though the therapeutic combination effectively reduced pERK in cells exogenously expressing the double mutant. These data suggest that although cells possessing BRAFV600E/L514V-mediated resistance to dabrafenib retain ERK dependency, this cannot be overcome completely by MEK inhibition.

Figure 4.

Dabrafenib plus trametinib more potently inhibits signaling in BRAFV600E/L514V-expressing cells than dabrafenib alone. A, V5-tagged BRAF mutants (VE or VELV) were expressed in SKBR3 cells for 24 hours, followed by lapatinib treatment (1 μmol/L for 1 hour), then followed by treatment with DMSO or dabrafenib (200 nmol/L) and/or trametinib (20 nmol/L) for 1 hour. UT, untransfected. Expression and/or phosphorylation of the indicated proteins were assessed by immunoblot. B, A375 (BRAFV600E melanoma) cells stably transduced with retrovirus carrying doxycycline (dox)-inducible GFP-tagged empty vector or vector encoding BRAF mutants (VE or VELV) were treated with doxycycline (150, 200, 150 ng/mL) for 24 hours, followed by treatment with dabrafenib (doses as shown) and/or trametinib (20 nmol/L) for 1 hour. Expression and/or phosphorylation of the indicated proteins were assessed by immunoblot. C, A375 cells stably expressing GFP, VE, and VELV treated with trametinib at doses shown were assessed for cell viability. Doxycycline was replenished at 50% every 24 hours. Data, mean ± SEM. D, A375 cells as in B and C were grown in soft agar in the presence of doxycycline (150, 200, 150 ng/mL) with the indicated doses of dabrafenib (doses as shown, nmol/L) and/or trametinib (20 nmol/L). The y-axis represents the number of colonies, expressed as an average of four fields per well, three wells per condition, relative to DMSO controls for each cell line (data, mean ± SEM; ****, P < 0.0001, unpaired Student t test).

Figure 4.

Dabrafenib plus trametinib more potently inhibits signaling in BRAFV600E/L514V-expressing cells than dabrafenib alone. A, V5-tagged BRAF mutants (VE or VELV) were expressed in SKBR3 cells for 24 hours, followed by lapatinib treatment (1 μmol/L for 1 hour), then followed by treatment with DMSO or dabrafenib (200 nmol/L) and/or trametinib (20 nmol/L) for 1 hour. UT, untransfected. Expression and/or phosphorylation of the indicated proteins were assessed by immunoblot. B, A375 (BRAFV600E melanoma) cells stably transduced with retrovirus carrying doxycycline (dox)-inducible GFP-tagged empty vector or vector encoding BRAF mutants (VE or VELV) were treated with doxycycline (150, 200, 150 ng/mL) for 24 hours, followed by treatment with dabrafenib (doses as shown) and/or trametinib (20 nmol/L) for 1 hour. Expression and/or phosphorylation of the indicated proteins were assessed by immunoblot. C, A375 cells stably expressing GFP, VE, and VELV treated with trametinib at doses shown were assessed for cell viability. Doxycycline was replenished at 50% every 24 hours. Data, mean ± SEM. D, A375 cells as in B and C were grown in soft agar in the presence of doxycycline (150, 200, 150 ng/mL) with the indicated doses of dabrafenib (doses as shown, nmol/L) and/or trametinib (20 nmol/L). The y-axis represents the number of colonies, expressed as an average of four fields per well, three wells per condition, relative to DMSO controls for each cell line (data, mean ± SEM; ****, P < 0.0001, unpaired Student t test).

Close modal

To establish a therapeutic modality that is equipotent against BRAFV600E/L514V-mediated resistance, we assessed the efficacy of a novel class of RAF inhibitors shown to inhibit mutant forms of BRAF that promote RAF dimerization (type II αC-IN inhibitors; refs. 10, 28). We therefore tested eight compounds against this mutation including type I αC-OUT/DFG-IN inhibitors (vemurafenib and dabrafenib); type I αC-OUT/DFG-IN paradox breakers (PLX7904 and PLX8394) that suppress mutant BRAF without activating ERK signaling in cells bearing upstream activation (29); type II αC-IN/DFG-OUT RAF dimer inhibitors (LY3009120 and TAK-632; refs. 30, 31); and two new RAF dimer inhibitors (BGB3245 and BGB3290; WO 2014206344 A1/US 9670203 B2; ref. 32). We treated both stably transduced A375 and transiently transfected SKBR3 cells with BRAFV600E or BRAFV600E/L514V to compare the relative effectiveness of these inhibitors (Fig. 5A and B; Supplementary Fig. S15). Among these compounds, only BGB3245 and BGB3290 inhibited monomeric BRAFV600E and dimeric BRAFV600E/L514V with similar potency for both ERK signaling inhibition and cell growth. Conversely, vemurafenib, dabrafenib, PLX7904, PLX8394, LY3009120, and TAK-632 showed potent inhibition of only BRAFV600E and had reduced activity against BRAFV600E/L514V (Fig. 5A–D; Supplementary Figs. S15 and S16). The MEK inhibitor trametinib demonstrated a small differential in potency against BRAFV600E/L514V, whereas the ERK1/2 kinase inhibitor SCH772984 (33) was able to elicit equipotent inhibition of BRAFV600E/L514V compared with BRAFV600E, as demonstrated by inhibition of both pERK (Supplementary Fig. S17) and cell proliferation (Supplementary Fig. S16).

Figure 5.

RAF dimer inhibitors BGB3245 and BGB3290 overcome L514V-mediated resistance to dabrafenib. A, A375 cells expressing inducible BRAF mutants (VE or VELV) were cultured in doxycycline-containing medium for 24 hours and then treated with increasing concentrations of the indicated RAF inhibitors for 1 hour. Cell lysates were examined by immunoblot using the antibodies indicated. B, VE or VELV were transiently transfected in SKBR3 for 24 hours. Then, the cells were treated with 1 μmol/L lapatinib for 1 hour, followed by treatment with DMSO or the RAF inhibitors indicated for 1 hour (the dose for vemurafenib, PLX7904, LY3009120, TAK632, BGB3245, and BGB3290 is 1 μmol/L; the dose for dabrafenib and PLX8394 is 300 nmol/L). Untransfected (UT) SKBR3 cells were treated with DMSO or 1 μmol/L lapatinib (lanes 1 and 2). C, SKBR3 cells expressing VE or VELV were pretreated with lapatinib for 1 hour, followed by treatment with dabrafenib or BGB3245 over a time course. ERK signaling was assessed by immunoblot. D, A375 cells expressing inducible GFP or BRAF mutants (VE or VELV) treated with BGB3245 at concentrations shown were assessed for cell viability and graphed as percentage relative to control. Doxycycline was replenished at 50% every 24 hours. Data, mean ± SEM.

Figure 5.

RAF dimer inhibitors BGB3245 and BGB3290 overcome L514V-mediated resistance to dabrafenib. A, A375 cells expressing inducible BRAF mutants (VE or VELV) were cultured in doxycycline-containing medium for 24 hours and then treated with increasing concentrations of the indicated RAF inhibitors for 1 hour. Cell lysates were examined by immunoblot using the antibodies indicated. B, VE or VELV were transiently transfected in SKBR3 for 24 hours. Then, the cells were treated with 1 μmol/L lapatinib for 1 hour, followed by treatment with DMSO or the RAF inhibitors indicated for 1 hour (the dose for vemurafenib, PLX7904, LY3009120, TAK632, BGB3245, and BGB3290 is 1 μmol/L; the dose for dabrafenib and PLX8394 is 300 nmol/L). Untransfected (UT) SKBR3 cells were treated with DMSO or 1 μmol/L lapatinib (lanes 1 and 2). C, SKBR3 cells expressing VE or VELV were pretreated with lapatinib for 1 hour, followed by treatment with dabrafenib or BGB3245 over a time course. ERK signaling was assessed by immunoblot. D, A375 cells expressing inducible GFP or BRAF mutants (VE or VELV) treated with BGB3245 at concentrations shown were assessed for cell viability and graphed as percentage relative to control. Doxycycline was replenished at 50% every 24 hours. Data, mean ± SEM.

Close modal

To determine the mechanism of the BGB3245 equipotency we observed for BRAFV600E and BRAFV600E/L514V, we explored its affinity for both the first and second site of the BRAF dimer. We exploited the fact that type I RAF inhibitors bound to the first site in the BRAF dimer reduces its affinity for the second site, which explains how ERK signaling is much more sensitive to these drugs when monomer- rather than dimer-driven (19). To create a condition that only one site of the RAF dimer is occupied by a RAF inhibitor, we pretreated BRAFV600E/L514V-expressing A375 cells with LGX818, a potent type I RAF inhibitor with slow off-rate from the first site and rapid dissociation from the second site in RAF dimers (19). Upon LGX818 washout and incubation with increasing concentrations of dabrafenib or BGB3245, respectively, we found that BGB3245 inhibits the mutant BRAFV600E monomer and the second unbound site of the BRAFV600E/L514V dimer with similar potency (Supplementary Fig. S18). These data provide a mechanistic basis for the unique property of BGB3245 in inhibiting activated dimerization-dependent forms of mutant BRAF.

Mutational activation of BRAF is a frequent oncogenic event and is described in multiple types of cancer (34–38). ATP-competitive inhibitors of RAF kinase have been shown to be extremely effective in the treatment of melanoma with BRAFV600 mutation (4, 39–42), and these unprecedented clinical effects are thought to be due to the unusual mechanism of action of these drugs, which inhibit ERK signaling only in tumors with V600-mutant BRAF. Molecular events that increase intracellular RAS activation or cause RAF to dimerize in a RAS-independent manner cause resistance to these drugs. As such, RTK activation, RAS mutation, and aberrantly spliced RAF isoforms have been shown to confer resistance in model systems, whereas the latter two lesions have been identified in tumors from patients with acquired resistance (9, 10, 43). Published studies have not validated second-site mutations in BRAF as a mechanism of acquired resistance to RAF inhibitor treatment in patients.

In contrast to receptor tyrosine kinases such as EGFR and KIT, in which second-site mutations are responsible for a significant proportion of clinical resistance to targeted therapy (44–47), second-site point mutations in BRAF are not thought to contribute to acquired resistance to the RAF inhibitors vemurafenib and dabrafenib (48). An in vitro mutagenesis screen (49) and two case reports of single-patient tumor evolution studies (50, 51) identified BRAFL505H as a secondary mutation associated with resistance to vemurafenib. In these studies, however, it was either not confirmed that the second-site mutation was absent from the pretreatment specimen (51), or the mutation was known to be present prior to RAF inhibitor exposure (50). Our study is the first, to our knowledge, to unequivocally demonstrate the emergence of a BRAF secondary mutation in a tumor that progressed after initial response to dabrafenib. Rather than BRAFL514V preexisting in a rare cell population prior to therapy, we identified no evidence of BRAFL514V in the pretreatment sample to a sensitivity of approximately 0.01%.

WES of pre– and post–dabrafenib-treated tumors demonstrated that a single novel point mutation in BRAF emerged throughout the course of the treatment. Our sequencing data, validated by clonal selection of a short-term cell culture derived from the post-dabrafenib tumor and by FISH, suggest that V600E was clonal in both the pre- and posttreatment specimens, that chromosome 7q encoding BRAF was duplicated, and that V600E was the allele that was gained. Our data further suggest that L514V is subclonal, present in approximately 30% of tumor cells exclusively in the posttreatment tumor. Moreover, L514V emerged in cis with V600E, and is therefore also present in at least two copies in the affected cells along with V600E. In addition, no other posttreatment-specific oncogenic alterations were identified. Specifically, loss of CDKN2A, which is a well-described genomic event in BRAFV600E pediatric low-grade glioma/secondary high-grade glioma (sHGG), and is associated with inferior outcomes in these patients and a higher risk of transformation to sHGG (52, 53), was present in both the pre- and post-dabrafenib samples, and therefore did not play an objective role in acquired resistance.

Structurally, the L514 residue is located in the αC-β4-loop of BRAF kinase domain and is involved in the linkage of the αC-helix movements between the α C-helix-in and α C-helix-out conformations within the dimer interface (25). Our results indicate that BRAFL514V induces dimerization of RAF molecules previously capable of signaling as monomers, rendering ERK output insensitive to monomer-specific dabrafenib treatment. BRAFL514V mediates dimerization rather than acting as a conventional gatekeeper mutation, and therefore converges on an established mechanism of type I RAF inhibitor resistance (10, 19), albeit via a novel and perhaps lineage-dependent genetic mechanism. Our work demonstrates that despite the limited activity of the MEK inhibitor trametinib in this resistance model, the newer RAF dimer inhibitors BGB3245 and BGB3290 or the ERK inhibitor SCH772984 are active against this acquired mutation, suggesting a potential and improved personalized treatment option for patients who harbor this mutation or other acquired mutations in BRAF with a similar function. Finally, our data suggest that a novel, secondary mutation in BRAF represents a mechanism of acquired resistance to currently available RAF inhibitors, and further, that tumors of different lineages driven by the same oncogenic mutation and therapeutically targeted with the same drugs may select for acquired resistance in novel ways that biochemically converge on RAF dimerization.

Sample Collection, WES, RNA Sequencing, and Analysis

The patient was treated on the global phase I/II trial of dabrafenib for pediatric patients (NCT01677741) in accordance with the Declaration of Helsinki. Tumors were collected preenrollment on and postremoval from (independent of) the trial. Collection and genomic characterization of these samples was conducted under Institutional Review Board (IRB)–approved Research Authorization and Biospecimen Use protocols (MSKCC IRB #06-107 and #10-130, respectively) with written informed consent on file. For WES and analysis, refer to Supplementary Methods. Integrated mutation profiling of actionable cancer targets (MSK-IMPACT) was performed as described previously (54, 55). The WES data have been deposited in the NCBI dbGaP archive under accession number phs001629.v1.p1.

Cell Lines, Antibodies, and Reagents

The SK-BT-DR short-term culture was generated from the patient's tumor at the time of surgical resection, after progression on dabrafenib was noted. Collection of the patient's tumor material and all subsequent analysis of this tumor were performed in accordance with IRB-approved protocols for the collection and use of biospecimens (MSKCC IRB #06-107 and IRB #10-130).

A375, SKBR3, NIH-3T3, and DBTRG-05MG cells were obtained from the ATCC between 2015 and 2018, and verified by short tandem repeat profile for cell line authentication tested after receipt at Johns Hopkins University Core Facility (Baltimore, MD). All these cell lines were grown in the recommended medium, tested negative for Mycoplasma contamination, and passaged in vitro for fewer than 2 months after resuscitation. Doxycycline-inducible A375 cells were maintained in DMEM with 10% tetracycline-free FBS, 2 mmol/L l-glutamine, 1% penicillin–streptomycin, 50 μg/mL hygromycin, and 0.2 μg/mL puromycin (19).

Antibodies against ERK, pERK, MEK, pMEK, V5, and FLAG were obtained from Cell Signaling Technology, and antibody against BRAF was obtained from Santa Cruz Biotechnology. Vemurafenib, dabrafenib, PLX7904, LY3009120, TAK632, LGX818, trametinib, PD0325901, MEK162, SCH772984, GDC-0994, and lapatinib were purchased from Selleckchem; PLX8394 was obtained from MedchemExpress; BGB3245 and BGB3290 were provided by BeiGene (MTA to N. Rosen); doxycycline was from Sigma Aldrich; puromycin and hygromycin stock solutions were purchased from Invitrogen. Drugs for in vitro studies were dissolved in DMSO to yield 10 or 1 mmol/L stock solutions, and stored at −20°C.

Immunoblotting

Cells were disrupted on ice in NP40 lysis buffer as described previously (56). Protein concentration was determined with Pierce BCA Protein Assay Kit (Thermo Fisher Scientific). Equal amounts of protein were separated by SDS-PAGE, transferred to nitrocellulose membranes, immunoblotted with specific primary and secondary antibodies, and detected by chemiluminescence with the ECL detection reagents, Immobilon Western HRP substrate Luminol Reagent (Millipore) and Luminol Enhancer Solution (Thermo Fisher Scientific). The membranes were imaged on the ChemiDoc Touch Imaging System (Bio-Rad) and relative changes in pERK were quantitated by densitometry analysis using ImageJ as a function of concentration or treatment time. Response curves were generated using Prism 6.

Plasmids and Transfections

The pcDNA3.1-BRAF-V5/FLAG and pcDNA3.1-p61 BRAF V600E-V5/FLAG were constructed as described previously (6). Mutations were introduced using Site-Directed Mutagenesis Kit (Stratagene) and confirmed by Sanger sequencing. Cells were seeded in 6- or 10-cm dishes and transfected the following day using Lipofectamine 2000 (Thermo Fisher Scientific) or NeuroPORTER transfection reagent (Genlantis) according to the manufacturer's instructions.

Immunoprecipitation and In Vitro Kinase Assay

Cells were collected and lysed on ice in lysis buffer (25 mmol/L Tris-HCl pH 7.4, 150 mmol/L NaCl, 1% NP40, 1 mmol/L EDTA, 5% glycerol) supplemented with phenylmethylsulfonyl fluoride (Cell Signaling Technology), protease inhibitor cocktail (Millipore), and sodium orthovanadate (New England Biolabs). Exogenously expressed V5-tagged BRAF proteins were immunoprecipitated using a V5-specific antibody agarose conjugate (Sigma-Aldrich). Immunoprecipitations were carried out at 4°C overnight, followed by four washes with ice-cold lysis buffer. Pull-down complexes were eluted with V5 peptide (Sigma-Aldrich) and assayed by immunoblotting. In vitro kinase assays were performed using V5-tagged BRAF proteins isolated from 293H cells and kinase-dead K97R MEK1 (Millipore) as a substrate in the presence of 200 μmol/L ATP. Kinase assays were conducted at 30°C for 15 minutes. MEK phosphorylation was assayed by immunoblotting with phospho-specific antibodies.

Cell Proliferation Assays

Cells were seeded in 96-well plates at 1,500 cells per well and cultured in medium containing doxycycline (200 ng/mL for A375-VE and 150 ng/mL for A375-VELV) for 24 hours. A dose range of the compound indicated was prepared by serial dilutions and then added to the dishes containing adherent cells. Cells were incubated for 72 hours, and doxycycline was replenished at 50% every 24 hours. Cell growth was quantitated using the Cell Counting Kit-8 (Dojindo). For each condition, four replicates of each concentration were measured. Relative survival in the presence of drugs was normalized to the untreated controls after background subtraction. Graphs were generated using Prism 6 based on the average of four replicates. IC50, IC75, and IC90 values were calculated using CompuSyn software.

Soft-Agar Colony Formation

Soft-agar assay was performed as described previously (56). Briefly, 10,000 cells growing in log phase were mixed with agar (0.33%), treated with either DMSO or compounds indicated in the presence of doxycycline, and plated over a bottom layer of 0.5% agar in 6-well plates. Cells were incubated at 37°C for 2 weeks, with 200 μL of media containing 0.5× doxycycline pipetted over the surface every 24 hours. Colonies were then stained with crystal violet (Sigma-Aldrich) for 1 hour and four random fields per chamber were acquired using Nikon Eclipse Ti inverted microscope (Nikon). The measurement was based on three replicates for each condition.

I.J. Dunkel is a consultant/advisory board member for Apexigen, Bayer, Bristol-Myers Squibb, Celgene, Eisai, Ipsen, and Pfizer. N. Rosen has ownership interest (including stock, patents, etc.) in Beigene and Kura and is a consultant/advisory board member for Chugai, AstraZeneca, Beigene, and Kura. No potential conflicts of interest were disclosed by the other authors.

Conception and design: J. Wang, Z. Yao, C.A. Pratilas

Development of methodology: J. Wang, Z. Yao, K. Manova

Acquisition of data (provided animals, acquired and managed patients, provided facilities, etc.): J. Wang, Z. Yao, P. Jonsson, A.N. Allen, A.C.R. Qin, I.J. Dunkel, M. Petriccione, S. Haque, D.J. Pisapia, N. Rosen, B.S. Taylor, C.A. Pratilas

Analysis and interpretation of data (e.g., statistical analysis, biostatistics, computational analysis): J. Wang, Z. Yao, P. Jonsson, A.N. Allen, S. Haque, M.K. Rosenblum, D.J. Pisapia, N. Rosen, B.S. Taylor, C.A. Pratilas

Writing, review, and/or revision of the manuscript: J. Wang, Z. Yao,P. Jonsson, I.J. Dunkel, K. Manova, M.K. Rosenblum, D.J. Pisapia, B.S. Taylor, C.A. Pratilas

Administrative, technical, or material support (i.e., reporting or organizing data, constructing databases): S. Uddin

Other (NP who cared for the patient): M. Petriccione

We are grateful to the patient described and to his family who provided authorization for research; to the clinical investigators and Study Sponsor for the Novartis phase I/II trial of dabrafenib in pediatric patients (NCT01677741); to Lusong Luo and BeiGene for provision of compounds; and to Afsar Barlas and Gouri Nanjangud of the Molecular Cytology and Molecular Cytogenetics Core Facilities of MSKCC for assistance with pERK IHC and FISH studies, respectively. This work has been funded by the NIH: K08 CA127350 (to C.A. Pratilas), P30 CA008748, U54 OD020355 (to B.S. Taylor), R01 CA204749 (to B.S. Taylor); Giant Food Pediatric Cancer Fund (to C.A. Pratilas); Sontag Foundation (to B.S. Taylor); and the Marie-Josée and Henry R. Kravis Center for Molecular Oncology of MSKCC.

The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked advertisement in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.

1.
Hobbs
GA
,
Der
CJ
,
Rossman
KL
. 
RAS isoforms and mutations in cancer at a glance
.
J Cell Sci
2016
;
129
:
1287
92
.
2.
Holderfield
M
,
Deuker
MM
,
McCormick
F
,
McMahon
M
. 
Targeting RAF kinases for cancer therapy: BRAF-mutated melanoma and beyond
.
Nat Rev Cancer
2014
;
14
:
455
67
.
3.
Bollag
G
,
Hirth
P
,
Tsai
J
,
Zhang
J
,
Ibrahim
PN
,
Cho
H
, et al
Clinical efficacy of a RAF inhibitor needs broad target blockade in BRAF-mutant melanoma
.
Nature
2010
;
467
:
596
9
.
4.
Chapman
PB
,
Hauschild
A
,
Robert
C
,
Haanen
JB
,
Ascierto
P
,
Larkin
J
, et al
Improved survival with vemurafenib in melanoma with BRAF V600E mutation
.
N Engl J Med
2011
;
364
:
2507
16
.
5.
Joseph
EW
,
Pratilas
CA
,
Poulikakos
PI
,
Tadi
M
,
Wang
W
,
Taylor
BS
, et al
The RAF inhibitor PLX4032 inhibits ERK signaling and tumor cell proliferation in a V600E BRAF-selective manner
.
Proc Natl Acad Sci U S A
2010
;
107
:
14903
8
.
6.
Poulikakos
PI
,
Zhang
C
,
Bollag
G
,
Shokat
KM
,
Rosen
N
. 
RAF inhibitors transactivate RAF dimers and ERK signalling in cells with wild-type BRAF
.
Nature
2010
;
464
:
427
30
.
7.
Hatzivassiliou
G
,
Song
K
,
Yen
I
,
Brandhuber
BJ
,
Anderson
DJ
,
Alvarado
R
, et al
RAF inhibitors prime wild-type RAF to activate the MAPK pathway and enhance growth
.
Nature
2010
;
464
:
431
5
.
8.
Heidorn
SJ
,
Milagre
C
,
Whittaker
S
,
Nourry
A
,
Niculescu-Duvas
I
,
Dhomen
N
, et al
Kinase-Dead BRAF and oncogenic RAS cooperate to drive tumor progression through CRAF
.
Cell
2010
;
140
:
209
21
.
9.
Nazarian
R
,
Shi
H
,
Wang
Q
,
Kong
X
,
Koya
RC
,
Lee
H
, et al
Melanomas acquire resistance to B-RAF(V600E) inhibition by RTK or N-RAS upregulation
.
Nature
2010
;
468
:
973
7
.
10.
Poulikakos
PI
,
Persaud
Y
,
Janakiraman
M
,
Kong
X
,
Ng
C
,
Moriceau
G
, et al
RAF inhibitor resistance is mediated by dimerization of aberrantly spliced BRAF(V600E)
.
Nature
2011
;
480
:
387
90
.
11.
Shi
H
,
Moriceau
G
,
Kong
X
,
Lee
MK
,
Lee
H
,
Koya
RC
, et al
Melanoma whole-exome sequencing identifies (V600E)B-RAF amplification-mediated acquired B-RAF inhibitor resistance
.
Nat Commun
2012
;
3
:
724
.
12.
Rizos
H
,
Menzies
AM
,
Pupo
GM
,
Carlino
MS
,
Fung
C
,
Hyman
J
, et al
BRAF inhibitor resistance mechanisms in metastatic melanoma: spectrum and clinical impact
.
Clin Cancer Res
2014
;
20
:
1965
77
.
13.
Ahronian
LG
,
Sennott
EM
,
Van Allen
EM
,
Wagle
N
,
Kwak
EL
,
Faris
JE
, et al
Clinical acquired resistance to RAF inhibitor combinations in BRAF-mutant colorectal cancer through MAPK pathway alterations
.
Cancer Discov
2015
;
5
:
358
67
.
14.
Yaeger
R
,
Yao
Z
,
Hyman
DM
,
Hechtman
JF
,
Vakiani
E
,
Zhao
H
, et al
Mechanisms of acquired resistance to BRAF V600E inhibition in colon cancers converge on RAF dimerization and are sensitive to its inhibition
.
Cancer Res
2017
;
77
:
6513
23
.
15.
Su
F
,
Bradley
WD
,
Wang
Q
,
Yang
H
,
Xu
L
,
Higgins
B
, et al
Resistance to selective BRAF inhibition can be mediated by modest upstream pathway activation
.
Cancer Res
2012
;
72
:
969
78
.
16.
Shi
H
,
Hugo
W
,
Kong
X
,
Hong
A
,
Koya
RC
,
Moriceau
G
, et al
Acquired resistance and clonal evolution in melanoma during BRAF inhibitor therapy
.
Cancer Discov
2014
;
4
:
80
93
.
17.
Sievert
AJ
,
Lang
SS
,
Boucher
KL
,
Madsen
PJ
,
Slaunwhite
E
,
Choudhari
N
, et al
Paradoxical activation and RAF inhibitor resistance of BRAF protein kinase fusions characterizing pediatric astrocytomas
.
Proc Natl Acad Sci U S A
2013
;
110
:
5957
62
.
18.
Sun
Y
,
Alberta
JA
,
Pilarz
C
,
Calligaris
D
,
Chadwick
EJ
,
Ramkissoon
SH
, et al
A brain-penetrant RAF dimer antagonist for the noncanonical BRAF oncoprotein of pediatric low-grade astrocytomas
.
Neuro Oncol
2017
;
19
:
774
85
.
19.
Yao
Z
,
Torres
NM
,
Tao
A
,
Gao
Y
,
Luo
L
,
Li
Q
, et al
BRAF mutants Evade ERK-dependent feedback by different mechanisms that determine their sensitivity to pharmacologic inhibition
.
Cancer Cell
2015
;
28
:
370
83
.
20.
Corcoran
RB
,
Ebi
H
,
Turke
AB
,
Coffee
EM
,
Nishino
M
,
Cogdill
AP
, et al
EGFR-mediated re-activation of MAPK signaling contributes to insensitivity of BRAF mutant colorectal cancers to RAF inhibition with vemurafenib
.
Cancer Discov
2012
;
2
:
227
35
.
21.
Hyman
DM
,
Puzanov
I
,
Subbiah
V
,
Faris
JE
,
Chau
I
,
Blay
JY
, et al
Vemurafenib in multiple nonmelanoma cancers with BRAF V600 Mutations
.
N Engl J Med
2015
;
373
:
726
36
.
22.
Villanueva
J
,
Vultur
A
,
Lee
JT
,
Somasundaram
R
,
Fukunaga-Kalabis
M
,
Cipolla
AK
, et al
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
:
683
95
.
23.
Johannessen
CM
,
Boehm
JS
,
Kim
SY
,
Thomas
SR
,
Wardwell
L
,
Johnson
LA
, et al
COT drives resistance to RAF inhibition through MAP kinase pathway reactivation
.
Nature
2010
;
468
:
968
72
.
24.
Villanueva
J
,
Infante
JR
,
Krepler
C
,
Reyes-Uribe
P
,
Samanta
M
,
Chen
HY
, et al
Concurrent MEK2 mutation and BRAF amplification confer resistance to BRAF and MEK inhibitors in melanoma
.
Cell Rep
2013
;
4
:
1090
9
.
25.
Tse
A
,
Verkhivker
GM
. 
Exploring molecular mechanisms of paradoxical activation in the BRAF kinase dimers: atomistic simulations of conformational dynamics and modeling of allosteric communication networks and signaling pathways
.
PLoS One
2016
;
11
:
e0166583
.
26.
Chen
SH
,
Zhang
Y
,
Van Horn
RD
,
Yin
T
,
Buchanan
S
,
Yadav
V
, et al
Oncogenic BRAF deletions that function as homodimers and are sensitive to inhibition by RAF dimer inhibitor LY3009120
.
Cancer Discov
2016
;
6
:
300
15
.
27.
Yao
Z
,
Yaeger
R
,
Rodrik-Outmezguine
VS
,
Tao
A
,
Torres
NM
,
Chang
MT
, et al
Tumours with class 3 BRAF mutants are sensitive to the inhibition of activated RAS
.
Nature
2017
;
548
:
234
8
.
28.
Karoulia
Z
,
Wu
Y
,
Ahmed
TA
,
Xin
Q
,
Bollard
J
,
Krepler
C
, et al
An integrated model of RAF inhibitor action predicts inhibitor activity against oncogenic BRAF signaling
.
Cancer Cell
2016
;
30
:
485
98
.
29.
Zhang
C
,
Spevak
W
,
Zhang
Y
,
Burton
EA
,
Ma
Y
,
Habets
G
, et al
RAF inhibitors that evade paradoxical MAPK pathway activation
.
Nature
2015
;
526
:
583
6
.
30.
Okaniwa
M
,
Hirose
M
,
Arita
T
,
Yabuki
M
,
Nakamura
A
,
Takagi
T
, et al
Discovery of a selective kinase inhibitor (TAK-632) targeting pan-RAF inhibition: design, synthesis, and biological evaluation of C-7-substituted 1,3-benzothiazole derivatives
.
J Med Chem
2013
;
56
:
6478
94
.
31.
Peng
SB
,
Henry
JR
,
Kaufman
MD
,
Lu
WP
,
Smith
BD
,
Vogeti
S
, et al
Inhibition of RAF Isoforms and Active Dimers by LY3009120 leads to anti-tumor activities in RAS or BRAF mutant cancers
.
Cancer Cell
2015
;
28
:
384
98
.
32.
Zhou
C
,
Zhang
G
,
inventors; Beigene Ltd., assignee
. 
Fused tricyclic urea compounds as Raf kinase and/or Raf kinase dimer inhibitors
.
United States patent US15581728
. 
2017 Apr 28
.
33.
Morris
EJ
,
Jha
S
,
Restaino
CR
,
Dayananth
P
,
Zhu
H
,
Cooper
A
, et al
Discovery of a novel ERK inhibitor with activity in models of acquired resistance to BRAF and MEK inhibitors
.
Cancer Discov
2013
;
3
:
742
50
.
34.
Davies
H
,
Bignell
GR
,
Cox
C
,
Stephens
P
,
Edkins
S
,
Clegg
S
, et al
Mutations of the BRAF gene in human cancer
.
Nature
2002
;
417
:
949
54
.
35.
Brose
MS
,
Volpe
P
,
Feldman
M
,
Kumar
M
,
Rishi
I
,
Gerrero
R
, et al
BRAF and RAS mutations in human lung cancer and melanoma
.
Cancer Res
2002
;
62
:
6997
7000
.
36.
Badalian-Very
G
,
Vergilio
JA
,
Degar
BA
,
MacConaill
LE
,
Brandner
B
,
Calicchio
ML
, et al
Recurrent BRAF mutations in Langerhans cell histiocytosis
.
Blood
2010
;
116
:
1919
23
.
37.
Schiffman
JD
,
Hodgson
JG
,
VandenBerg
SR
,
Flaherty
P
,
Polley
MY
,
Yu
M
, et al
Oncogenic BRAF mutation with CDKN2A inactivation is characteristic of a subset of pediatric malignant astrocytomas
.
Cancer Res
2010
;
70
:
512
9
.
38.
Tiacci
E
,
Trifonov
V
,
Schiavoni
G
,
Holmes
A
,
Kern
W
,
Martelli
MP
, et al
BRAF mutations in hairy-cell leukemia
.
N Engl J Med
2011
;
364
:
2305
15
.
39.
McArthur
GA
,
Chapman
PB
,
Robert
C
,
Larkin
J
,
Haanen
JB
,
Dummer
R
, et al
Safety and efficacy of vemurafenib in BRAF(V600E) and BRAF(V600K) mutation-positive melanoma (BRIM-3): extended follow-up of a phase 3, randomised, open-label study
.
Lancet Oncol
2014
;
15
:
323
32
.
40.
Long
GV
,
Stroyakovskiy
D
,
Gogas
H
,
Levchenko
E
,
de Braud
F
,
Larkin
J
, et al
Dabrafenib and trametinib versus dabrafenib and placebo for Val600 BRAF-mutant melanoma: a multicentre, double-blind, phase 3 randomised controlled trial
.
Lancet
2015
;
386
:
444
51
.
41.
Robert
C
,
Karaszewska
B
,
Schachter
J
,
Rutkowski
P
,
Mackiewicz
A
,
Stroiakovski
D
, et al
Improved overall survival in melanoma with combined dabrafenib and trametinib
.
N Engl J Med
2015
;
372
:
30
9
.
42.
Sosman
JA
,
Kim
KB
,
Schuchter
L
,
Gonzalez
R
,
Pavlick
AC
,
Weber
JS
, et al
Survival in BRAF V600-mutant advanced melanoma treated with vemurafenib
.
N Engl J Med
2012
;
366
:
707
14
.
43.
Su
F
,
Viros
A
,
Milagre
C
,
Trunzer
K
,
Bollag
G
,
Spleiss
O
, et al
RAS mutations in cutaneous squamous-cell carcinomas in patients treated with BRAF inhibitors
.
N Engl J Med
2012
;
366
:
207
15
.
44.
Pao
W
,
Miller
VA
,
Politi
KA
,
Riely
GJ
,
Somwar
R
,
Zakowski
MF
, et al
Acquired resistance of lung adenocarcinomas to gefitinib or erlotinib is associated with a second mutation in the EGFR kinase domain
.
PLoS Med
2005
;
2
:
e73
.
45.
Antonescu
CR
,
Besmer
P
,
Guo
T
,
Arkun
K
,
Hom
G
,
Koryotowski
B
, et al
Acquired resistance to imatinib in gastrointestinal stromal tumor occurs through secondary gene mutation
.
Clin Cancer Res
2005
;
11
:
4182
90
.
46.
Balak
MN
,
Gong
Y
,
Riely
GJ
,
Somwar
R
,
Li
AR
,
Zakowski
MF
, et al
Novel D761Y and common secondary T790M mutations in epidermal growth factor receptor-mutant lung adenocarcinomas with acquired resistance to kinase inhibitors
.
Clin Cancer Res
2006
;
12
:
6494
501
.
47.
Nishida
T
,
Kanda
T
,
Nishitani
A
,
Takahashi
T
,
Nakajima
K
,
Ishikawa
T
, et al
Secondary mutations in the kinase domain of the KIT gene are predominant in imatinib-resistant gastrointestinal stromal tumor
.
Cancer Sci
2008
;
99
:
799
804
.
48.
Johnson
DB
,
Menzies
AM
,
Zimmer
L
,
Eroglu
Z
,
Ye
F
,
Zhao
S
, et al
Acquired BRAF inhibitor resistance: a multicenter meta-analysis of the spectrum and frequencies, clinical behaviour, and phenotypic associations of resistance mechanisms
.
Eur J Cancer
2015
;
51
:
2792
9
.
49.
Wagenaar
TR
,
Ma
L
,
Roscoe
B
,
Park
SM
,
Bolon
DN
,
Green
MR
. 
Resistance to vemurafenib resulting from a novel mutation in the BRAFV600E kinase domain
.
Pigment Cell Melanoma Res
2014
;
27
:
124
33
.
50.
Choi
J
,
Landrette
SF
,
Wang
T
,
Evans
P
,
Bacchiocchi
A
,
Bjornson
R
, et al
Identification of PLX4032-resistance mechanisms and implications for novel RAF inhibitors
.
Pigment Cell Melanoma Res
2014
;
27
:
253
62
.
51.
Hoogstraat
M
,
Gadellaa-van Hooijdonk
CG
,
Ubink
I
,
Besselink
NJ
,
Pieterse
M
,
Veldhuis
W
, et al
Detailed imaging and genetic analysis reveal a secondary BRAF(L505H) resistance mutation and extensive intrapatient heterogeneity in metastatic BRAF mutant melanoma patients treated with vemurafenib
.
Pigment Cell Melanoma Res
2015
;
28
:
318
23
.
52.
Lassaletta
A
,
Zapotocky
M
,
Mistry
M
,
Ramaswamy
V
,
Honnorat
M
,
Krishnatry
R
, et al
Therapeutic and prognostic implications of BRAF V600E in pediatric low-grade gliomas
.
J Clin Oncol
2017
;
35
:
2934
41
.
53.
Mistry
M
,
Zhukova
N
,
Merico
D
,
Rakopoulos
P
,
Krishnatry
R
,
Shago
M
, et al
BRAF mutation and CDKN2A deletion define a clinically distinct subgroup of childhood secondary high-grade glioma
.
J Clin Oncol
2015
;
33
:
1015
22
.
54.
Cheng
DT
,
Mitchell
TN
,
Zehir
A
,
Shah
RH
,
Benayed
R
,
Syed
A
, et al
Memorial sloan kettering-integrated mutation profiling of actionable cancer targets (MSK-IMPACT): a hybridization capture-based next-generation sequencing clinical assay for solid tumor molecular oncology
.
J Mol Diagn
2015
;
17
:
251
64
.
55.
Zehir
A
,
Benayed
R
,
Shah
RH
,
Syed
A
,
Middha
S
,
Kim
HR
, et al
Mutational landscape of metastatic cancer revealed from prospective clinical sequencing of 10,000 patients
.
Nat Med
2017
;
23
:
703
13
.
56.
Pratilas
CA
,
Hanrahan
AJ
,
Halilovic
E
,
Persaud
Y
,
Soh
J
,
Chitale
D
, et al
Genetic predictors of MEK dependence in non-small cell lung cancer
.
Cancer Res
2008
;
68
:
9375
83
.

Supplementary data