Abstract
Neurofibromin 1–mutant (NF1-mutant) cancers are driven by excessive Ras signaling; however, there are currently no effective therapies for these or other Ras-dependent tumors. While combined MEK and mTORC1 suppression causes regression of NF1-deficient malignancies in animal models, the potential toxicity of cotargeting these 2 major signaling pathways in humans may necessitate the identification of more refined, cancer-specific signaling nodes. Here, we have provided evidence that MAPK-interacting kinases (MNKs), which converge on the mTORC1 effector eIF4E, are therapeutic targets in NF1-deficient malignancies. Specifically, we evaluated primary human NF1-deficient peripheral nervous system tumors and found that MNKs are activated in the majority of tumors tested. Genetic and chemical suppression of MNKs in NF1-deficient murine tumor models and human cell lines potently cooperated with MEK inhibitors to kill these cancers through effects on eIF4E. We also demonstrated that MNK kinases are important and direct targets of cabozantinib. Accordingly, coadministration of cabozantinib and MEK inhibitors triggered dramatic regression in an aggressive genetically engineered tumor model. The cytotoxicity of this combination required the suppression of MNK-induced eIF4E phosphorylation and was not recapitulated by suppressing other cabozantinib targets. Collectively, these studies demonstrate that combined MNK and MEK suppression represents a promising therapeutic strategy for these incurable Ras-driven tumors and highlight the utility of developing selective MNK inhibitors for these and possibly other malignancies.
Introduction
Loss-of-function mutations in the tumor suppressor neurofibromin 1 (NF1) underlie the common familial cancer syndrome neurofibromatosis type 1 and promote the development of a variety of sporadic cancers including glioblastoma, melanoma, and non–small cell lung cancer (NSCLC) (1). The NF1 gene encodes a Ras GTPase–activating protein (RasGAP) (2, 3). Accordingly, excessive Ras signaling underlies the pathogenesis of NF1-mutant tumors (4). However, despite this insight, there are currently no effective treatments for any NF1-deficient or Ras-driven cancers.
Because NF1-mutant tumors are driven by excessive Ras signaling, we and others have been evaluating Ras pathway inhibitors in a variety of tumor models (5–7). Fortunately, MEK inhibitors exhibit efficacy in mouse models of clinically important benign tumors associated with neurofibromatosis type 1, including nervous system lesions known as neurofibromas as well as juvenile myelomonocytic leukemia (JMML) (6, 7), which has inspired the development of several clinical trials (ClinicalTrials.gov). However, MEK inhibitors are ineffective the most common malignancy associated with neurofibromatosis type 1: malignant peripheral nerve sheath tumors (MPNSTs) (8). Approximately 70% of MPNST patients present with unresectable and/or metastatic disease, and conventional chemotherapy and radiation do not improve overall survival; therefore, developing a treatment for these tumors represents a response to an urgent unmet clinical need (9).
In MPNSTs, mTORC1 is the critical PI3K pathway effector, and mTORC1 suppression alone exerts cytostatic effects in human cell lines and animal models (5, 10). While effects are only cytostatic, mTORC1 inhibitors are surprisingly more potent than MEK inhibitors, underscoring the importance of this pathway in this tumor type (11). Moreover, when combined with MEK inhibitors, mTORC1 inhibitors trigger cell death and dramatic tumor regression in vivo (11). Nevertheless, because these 2 major pathways regulate so many fundamental biological processes, it may be challenging to identify an effective therapeutic window in humans using combined MEK/mTORC1 inhibitors. Therefore, we have been working to identify new therapeutic targets within these pathways that, when suppressed, may selectively affect cancer cells and spare normal tissue.
In the course of the studies presented here, we found that eIF4E, the limiting component of the eIF4F translation initiation complex, is a critical mTORC1 effector in MPNSTs. mTORC1 regulates eIF4E by phosphorylating and dissociating inhibitory eIF4E-binding proteins (4EBPs); however, eIF4E function is also controlled by phosphorylation at serine 209, which is exclusively mediated by the MAPK-interacting kinases (MNKs) 1 and 2 (12–14). MNK phosphorylation of eIF4E has been shown to enhance the translation of several prooncogenic mRNAs, and several mechanisms by which this may occur have been proposed (reviewed in ref. 13). Interestingly, studies have shown that while MNK kinases and eIF4E phosphorylation are dispensable for normal development and function, eIF4ES209 phosphorylation is uniquely enhanced in several cancers and contributes to the development of prostate cancer and lymphoma (15–18). These findings demonstrate that the MNK/eIF4E signaling axis plays an important positive role in tumor development. Nevertheless, it is currently unknown whether the MNK kinases are actually therapeutic targets and are required for the survival of existing tumors. We reasoned that MPNSTs represent a unique setting for evaluating the therapeutic potential of MNK inhibition, as the MNK/eIF4E signaling axis might provide an alternative targetable node in these tumors, obviating the need for broad mTORC1 suppression.
Using genetic and chemical approaches, we show that MNK kinases are important therapeutic targets in MPNSTs and that combined MNK and MEK suppression represents a promising new therapeutic strategy for treating these currently incurable malignancies. Given that MNK kinases appear to be largely dispensable for normal cellular processes, a therapeutic index might be more readily achieved using combined MNK and MEK inhibitors. These studies also suggest that MNK inhibitors may represent an alternative to mTOR inhibitors in some settings.
Results
Combined eIF4E and MEK suppression kills MPNSTs.
We previously showed that mTORC1 is critical for the proliferative and tumorigenic properties of NF1-mutant MPNSTs (5, 10). Moreover, when mTORC1 inhibitors are combined with MEK inhibitors, human MPNST cells die and tumors regress in a well-characterized genetically engineered MPNST model (Figure 1A and ref. 11). Because eIF4E has been shown to be a critical downstream effector of mTORC1, we investigated whether suppression of eIF4E was sufficient to recapitulate the effects of mTORC1 inhibition in this tumor type. Notably, RNAi-mediated suppression of eIF4E alone exerted cytostatic effects and inhibited both proliferation and growth in soft agar in human (Figure 1, B–D) and mouse (Figure 1E) MPNST cell lines, thus mimicking the effects of mTOR inhibitors as single agents (Figure 1A and ref. 11). However, when combined with the MEK inhibitor PD-0325901 (PD901), eIF4E suppression triggered cell death (Figure 1, F and G). These results demonstrate that eIF4E is a critical effector in NF1-mutant MPNSTs and that eIF4E suppression can cooperate with MEK inhibitors and substitute for mTORC1 suppression in this therapeutic setting.
The MNK/eIF4E signaling axis is activated in human and mouse MPNSTs.
While mTORC1 activates eIF4E by phosphorylating and dissociating inhibitory 4EBP proteins, eIF4E function is also enhanced by phosphorylation at serine 209, which is exclusively regulated by MNK1 and MNK2 (reviewed in ref. 13). To determine whether MNK/eIF4E signaling was activated in MPNSTs, we evaluated the phosphorylation status of eIF4E at serine 209 in human and mouse MPNSTs. Immunoblots using a phosphospecific antibody demonstrated that eIF4E is hyperphosphorylated at serine 209 in human and mouse MPNST cells compared with normal cells (Figure 2A). Analysis of primary human and mouse tumor tissue further demonstrated that eIF4E was phosphorylated in 9 of 10 and 4 of 5 tumors, respectively (Figure 2, B and C). These observations suggest that the MNK/eIF4E signaling axis is activated in a high percentage of MPNSTs, warranting further investigation of the therapeutic potential of targeting this pathway.
Genetic suppression of MNK kinases cooperates with MEK inhibitors to promote MPNST cell death.
To evaluate the potential therapeutic effects of MNK inhibition, MNK2 and MNK1 were knocked down both independently and in combination. Suppression of either MNK2 or MNK1 alone led to a substantial but incomplete decrease in eIF4E phosphorylation that was completely lost when MNK1 and MNK2 were concomitantly suppressed, indicating that both highly related kinases contribute to eIF4E phosphorylation in these tumors (Figure 2D). We next examined the biological consequences of MNK suppression in the presence and absence of MEK inhibitors. Genetic ablation of either MNK1 or MNK2 alone slightly inhibited proliferation, but killed cells when combined with PD901 (Figure 2E). Concomitant suppression of MNK1 and MNK2 further enhanced this cytotoxic response (Figure 2E). These results demonstrate that the combined suppression of MNK and MEK kinases potently kills MPNSTs, revealing potential therapeutic strategies for these incurable malignancies.
Therapeutic agents that suppress MNK kinases cooperate with MEK inhibitors.
To determine whether chemical inhibition of MNK kinases could recapitulate the effects of genetic suppression, we first utilized the MNK1 and MNK2 inhibitor CGP57380 (19). Similar to what occurs with genetic ablation of MNK1 and MNK2, CGP57380 inhibited eIF4ES209 phosphorylation in human MPNST cells (Figure 3A) and, on its own, partially suppressed proliferation (Figure 3B). Moreover, cells treated with a combination of CGP57380 and PD901 died (Figure 3B). Cercosporamide, a natural product that also inhibits MNK kinases (20), also suppressed eIF4ES209 phosphorylation (Figure 3C) and killed MPNST cells in a dose-dependent fashion when combined with PD901 (Figure 3D). Because CGP57380 and cercosporamide are both tool compounds that are not being clinically developed, we investigated whether any other existing kinase inhibitors might suppress MNK and therefore could be more readily evaluated in vivo. Interestingly, the multikinase inhibitor merestinib/LY2801653, originally designed to suppress the receptor tyrosine kinase MET, has been shown to directly inhibit MNK1 and MNK2 kinases (21). Similarly, we found that the FDA-approved compound cabozantinib, a second MET/multikinase inhibitor, also directly bound MNK1 and MNK2 with a Kd of 790 nM and 21 nM, respectively (Figure 3E), and suppressed eIF4ES209 phosphorylation in MPNSTs at even lower concentrations than CGP57380 (Figure 3F). Moreover, cabozantinib exerted a dose-dependent effect on eIF4ES209 phosphorylation and MPNST cell death when combined with PD901 (Figure 3, G and H).
The therapeutic effects of cabozantinib/PD901 require the suppression of MNK-induced eIF4ES209 phosphorylation.
While these studies demonstrate that cabozantinib effectively inhibits MNK kinases, it was originally developed as an MET kinase inhibitor (22). Therefore, to independently examine the effects of MET suppression in MPNSTs, we evaluated the effects of the structurally unrelated selective MET kinase inhibitor PF-04217903, which did not suppress eIF4E phosphorylation (Figure 4A and ref. 23). PF-04217903 effectively suppressed MET phosphorylation in MPNST cells, but did not significantly affect proliferation (Figure 4, A and B). Moreover, combined PF-04217903/PD901 did not trigger cell death or promote further proliferative suppression compared with PD901 alone (Figure 4B). Other major targets of cabozantinib include VEGFR2, AXL, and c-KIT kinases. Immunoblot analysis revealed that c-KIT is not expressed in these MPNST cells (data not shown). We therefore investigated whether suppression of AXL or VEGFR2 might be mediating the observed cytotoxicity. Unlike MNK suppression, which was sufficient to kill MPNST cells in the presence of PD901 (Figure 2E), genetic ablation of AXL or VEGFR2 had no effect on the survival or proliferation of cells alone or when combined with PD901 (Figure 4, C and D). Importantly, as observed with MET suppression, inhibition of these cabozantinib targets also had no effect on eIF4E phosphorylation (Figure 4, A and C), indicating cabozantinib-mediated suppression of eIF4E phosphorylation occurs solely through direct MNK inhibition as opposed to downregulation of upstream kinases that might converge on MNK1 and MNK2. Collectively, these genetic and chemical studies demonstrate that (a) MNK suppression is sufficient to cooperate with MEK inhibitors to kill NF1-mutant MPNSTs, (b) several structurally unrelated agents that directly suppress MNK kinase activity similarly cooperate with MEK inhibitors to kill these tumor cells, and (c) MET, AXL, and VEGFR2 suppression are not required nor sufficient to mediate the cytotoxic effects.
We initially began investigating MNK kinases as potential therapeutic targets in MPNSTs because they uniquely phosphorylate eIF4E at S209 and because eIF4E is such a critical mTOR effector in these tumor cells. To confirm that the inhibition of eIF4ES209 phosphorylation was contributing to the therapeutic effects, we generated a previously described phosphomimetic mutant in which the serine at position 209 is substituted by an aspartic acid (eIF4ES209D) (18). Flag-HA–tagged eIF4ES209D and WT eIF4E were further engineered with sequential silent mutations to prevent targeting by shEIF4E_1 and were ectopically expressed at physiological levels in MPNST cells together with shEIF4E_1 to suppress endogenous eIF4E expression (Figure 4E). Notably, the cells expressing eIF4ES209D were significantly less sensitive to cabozantinib/PD901 compared with cells expressing WT eIF4E (Figure 4, E and F). These observations demonstrate that the suppression of MNK-dependent eIF4E phosphorylation contributes to MPNST cell death triggered by combined cabozantinib/MEK inhibitors. Interestingly, while 9 of 10 human and 4 of 5 mouse MPNSTs exhibited robust activation of the MNK/eIF4E signaling axis (Figure 2, B and C), we identified a human MPNST cell line that exhibited extremely low levels of eIF4E S209 phosphorylation (Figure 4G). While cabozantinib effectively suppressed MET phosphorylation in these cells, it had minimal effects on proliferation as a single agent and did not trigger cell death when combined with PD901 (Figure 4, G and H), consistent with the importance of the MNK/eIF4E signaling axis in conferring sensitivity.
Combined cabozantinib/PD901 treatment promotes tumor regression in vivo.
Finally, to test the efficacy of combined MNK and MEK inhibition in vivo, we evaluated the effects of cabozantinib and PD901 in a genetically engineered mouse MPNST model (24). Like human MPNSTs, tumors from these animals harbor compound mutations in Nf1 and Trp53. MPNSTs that develop in these animals are highly aggressive, and mice survive for an average of 10.7 days after tumors are detected, recapitulating the aggressive nature of human tumors (24). As shown in Figure 5A, eIF4E was phosphorylated on serine 209 in mouse MPNST cells and was potently inhibited in response to cabozantinib. Moreover, combined cabozantinib/PD901 treatment promoted cell death in mouse MPNST lines (Figure 5B). We therefore evaluated the therapeutic effects of cabozantinib/PD901 in vivo. Genetically engineered mice harboring Nf1/p53 mutant MPNSTs were treated with cabozantinib at 12.3 mg/kg/d alone or in combination with 1.5 mg/kg PD901 daily. (Figure 5C). Similarly to in vitro observations, cabozantinib alone exerted cytostatic effects; however, when combined with PD901, every tumor regressed, shrinking between 36% and 63% (Figure 5C). We performed a second preclinical study, extending treatment for 21 days, and found that the tumor regression was maintained, which is particularly striking given that these tumors grow on average 4- to 7-fold and kill control mice in half of this time (Figure 5D). Together with the genetic analysis provided, these findings suggest that combined MEK/MNK inhibition represents a promising therapeutic strategy for treating NF1-mutant MPNSTs. While, cabozantinib or other multikinase inhibitors that suppress MNK kinases could be evaluated in this therapeutic context in clinical trials, more importantly, these findings support the potential utility of selective MNK inhibitors for these and likely other cancers.
Discussion
MPNSTs are highly aggressive malignancies that develop in neurofibromatosis type 1 patients or can arise spontaneously (8). These tumors frequently metastasize, and there are currently no effective treatments for unresectable lesions, which are lethal in 70% of cases (9). Here, we identify what we believe is a new therapeutic target in MPNSTs and provide a promising therapeutic strategy for these deadly malignancies. Using a variety of genetic and chemical approaches, we show that suppression of MNK kinases effectively cooperates with MEK inhibitors to kill human MPNST cells. Moreover, we find that the multikinase inhibitor cabozantinib directly inhibits MNK1 and MNK2 and cooperates with MEK inhibitors to induce dramatic MPNST regression in vivo. Importantly, these therapeutic effects cannot be recapitulated by suppressing other cabozantinib targets and require the suppression of MNK-induced eIF4E phosphorylation. Together, these studies highlight the potential therapeutic utility of MNK kinase inhibitors in cancer and provide an important clinical setting in which they should be evaluated. Notably, at least 2 phase I studies of more selective MNK inhibitors are currently underway (ClinicalTrials.gov eFT508, BAY 1143269).
Previous studies have shown that MNK is important for the development of PTEN-mutant cancers and that loss-of-function mutations delay tumor formation in mouse models (17). However, not all genes that contribute to tumor development are therapeutic targets. Here, we show that acute suppression of MNK plays a causal role in mediating an effective therapeutic response when combined with MEK inhibitors. Moreover, we find that MNK is an unappreciated direct target of the FDA-approved drug cabozantinib, suggesting that trials evaluating the combined effects of cabozantinib and MEK inhibitors should be considered. Notably, while we have found that a relatively low preclinical dose of cabozantinib is effective in this model when combined with a dose of PD901 that is readily achieved in patients, the potential combined toxicity of these agents in humans still needs to be taken into account. However, the more important finding in this study is that selective MNK kinase inhibitors should be effective in NF1-mutant tumors, which would circumvent any toxicity associated with inhibiting other cabozantinib targets. Moreover, because MNK appears to be a fairly cancer-specific target, MNK inhibitors may have a unique therapeutic window. The discovery that MNK is the functional therapeutic target of cabozantinib in these tumors may be reminiscent of the finding that anaplastic lymphoma receptor tyrosine kinase (ALK) is the key target of the multikinase inhibitor crizotinib in lung cancer (25). Notably, the initial ALK/crizotinib discovery led to the development of more selective ALK inhibitors that appear to be more effective than crizotinib and can overcome crizotinib resistance (25). The recent emergence of more MNK-selective inhibitors may provide a unique opportunity for beginning clinical studies with these more specific agents from the onset. Finally, while these studies validate MNK as an important new therapeutic target in MPNSTs, this combination could also be examined in other Ras and/or mTOR-dependent cancers.
eIF4E is a known MNK target, and our phosphomimetic studies demonstrate that eIF4E dephosphorylation is an important mediator of the therapeutic response. However, MNK kinases have additional known and likely unknown substrates (reviewed in ref. 13). Some of these can be conceptually ruled out as contributors to the therapeutic response, such as Sprouty2, which would be expected to be destabilized by MNK inhibition (reviewed in ref. 13). While it will be interesting to elucidate the complete therapeutic effects of MNK suppression, our studies suggest that eIF4E phosphorylation at serine 209 can serve as a useful biomarker to identify tumors in which MNK kinases are activated. Importantly, we find that MNK kinases are activated in a high percentage of primary human MPNSTs. A relatively homogenous activation of this pathway might be expected in tumors from patients with a familial cancer syndrome that overall exhibits less heterogeneity than sporadic cancers. However, eIF4E phosphorylation can be used to identify other tumor types or tumor subsets that might benefit from this therapeutic approach. Taken together, these studies demonstrate that combined suppression of MNK and MEK potently kills MPNSTs and have established a therapeutic paradigm for these untreatable malignancies.
Methods
Cell lines and reagents.
S462s and IMR90s were purchased from ATCC. The 90-8TLs were provided by Eric Legius (Catholic University Leuven). CM261, CM173, 1A50, and 2629_C were generated from MPNSTs isolated from NPcis mice. All cell lines were maintained in DMEM supplemented with 10% FBS, penicillin/streptomycin, and l-glutamine. Antibodies were obtained from the following sources: Cell Signaling Technologies: eIF4E (catalog 9742), MNK1 (C4C1) (catalog 2195), p-Met (D26) (catalog 077), p-ERK1/2 (D13.14.4E) (catalog 4370), ERK1/2 (catalog 9102), pS6 (catalog 2215), S6 (5G10) (catalog 2217), GAPDH (14C10) (catalog 2118), 4E-BP1 (catalog 9452), and VEGFR2 (55B11) (catalog 2479); Invitrogen/Life Technologies: p-eIF4E (catalog 44528G); Sigma-Aldrich: α-tubulin (B-5-1-2) (catalog T5168); R&D Systems: Axl (catalog AF154); and Covance: HA.11 (MMS-101P). INK128 was purchased from Active Biochem. CGP57380 and cercosporamide were purchased from Tocris Bioscience. PF04217903 was purchased from Selleck Chemicals. Cabozantinib was purchased from ChemieTek. PD901 was a gift from Kevin Shannon (UCSF, San Francisco, California, USA).
Human MPNST samples.
All patients were diagnosed as having neurofibromatosis type 1.
RNAi.
pLKO.1 lentiviral expression plasmids containing shRNAs against eIF4E (human and mouse) and MNK2 were obtained from the Broad RNAi Consortium. The target sequences for hairpins directed against human eIF4E were as follows: shEIF4E_1 (TRCN0000062574): CCAAAGATAGTGATTGGTTAT; and shEIF4E_2 (TRCN0000299576): CCGACTACAGAAGAGGAGAAA. The target sequences for hairpins directed against mouse eIF4E were as follows: shEIF4E_3 (TRCN0000077475): CCGAAGATAGTGATTGGTTAT; and shEIF4E_4 (TRCN0000077477): CGATTGATCTCTAAGTTTGAT. The target sequence for hairpins directed against human MNK2 is shMNK2 (TRCN0000342285): CGCCGTCAAGATCATTGAGAA. Nontargeting, siMNK1, siAXL, and siKDR pools were purchased from Dharmacon (D-001810-10, L-004879-00, L-003104-00, and L-003148-00, respectively). siRNAs were transfected into cells using RNAiMax lipofectamine reagent from Invitrogen.
Soft agar, cellular proliferation, and cell death studies.
For soft agar experiments, 50,000 S462 cells or 25,000 CM173 cells were suspended in 0.35% agar in growth media on top of 0.5% agar in growth media in 6-well plates. After 3 weeks, colonies were fixed and stained with crystal violet; plates were scanned and the number of colonies per well was determined using ImageJ software (NIH). For cellular proliferation and cell death assays, 150,000 cells per well were seeded in 6-well plates, and approximately 24 hours after plating, day 0 counts were taken. For inhibitor experiments, drug treatments were started on day 0, and for siRNA experiments, cells were transfected approximately 24 hours before plating. All S462 cell death assays were performed in DMEM with 2% FBS starting on day 0. Final cell counts were taken at 72 or 96 hours where indicated to determine changes in cell number from day 0. For Western blots to determine drug efficacy or efficient knockdown, lysates were collected 24 hours following the addition of inhibitors.
eIF4E constructs.
pHA-eIF4E was a gift from Dong-Er Zhang (UCSD, La Jolla, California, USA) (Addgene plasmid catalog 17343). The S209D and wobble mutations were generated via site-directed mutagenesis (QuikChange II XL Site-Directed Mutagenesis Kit, Stratagene). WT and mutant cDNAs were subsequently cloned into the pHAGE-Flag-HA mammalian lentiviral expression vector.
Binding constant measurements and calculations.
Binding of epitope-tagged MNK1 and MNK2 to immobilized ligand was measured as a function of unlinked test compound concentration using methods described previously (26). Cabozantinib dose-response curves were graphed using nonlinear least-square fit with the Levenberg-Marquardt algorithm. Determining kd based on the dose response curves used the Hill equation with the Hill slope set to –1.
qPCR.
RNA was isolated using QIAGEN RNeasy kit. 50 ng of total RNA was used for each reaction, and cDNA synthesis and PCR amplification were performed using the qScript One-Step SYBR Green Kit for iQ (Quanta Biosciences). Quantitative PCR (qPCR) reactions were run using a Bio-Rad iCycler iQ thermal cycler. Samples were run in triplicate, and expression levels were determined based on a standard curve run with each primer set; levels were normalized to an internal control, GAPDH. The following are the primer sequences used: GAPDH; for: 5′-CATGTTCGTCATGGGTGTGAACCA-3′, rev: 5′-ATGGCATGGACTGTGGTCATGAGT-3′ and MKNK2; for: 5′-AGCCGAACTTCAGGGTTTC-3′, rev: 5′-AAGTCAGAGTCTCCGTGGT-3′.
In vivo drug treatments and dosing schedule.
C57BL/6-Trp53tm1Tyj Nf1tm1Tyj (NPcis) mice were bred and maintained as previously described (24). Mice were palpated to detect tumors starting at 2 months of age, and treatment commenced when tumors reached 200 to 1,000 mm3. Mice were treated daily with cabozantinib by oral gavage at 12.3 mg/kg. Cabozantinib was prepared in 65% D5W/30% propylene glycol/5% Tween-80 and was briefly vortexed followed by sonication for 2 minutes. PD901 was administered at 1.5 mg/kg once per day immediately prior to cabozantinib administration by oral gavage, and PD901 was prepared as previously described (27). To track changes in tumor volume, tumor size was measured at day 0 and subsequently every 2 to 3 days by vernier calipers; volume was calculated using the standard formula L × W2 × 0.52.
Statistics.
For quantitative measurements, graphs represent mean ± SD. Where indicated, data are presented as fold change or log2 fold change over initial measurements. Changes in tumor volume are presented in a waterfall plot with each bar representing the change in tumor volume of an individual animal in the study. ANOVA followed by Bonferroni’s multiple comparison tests, 2-tailed unpaired t tests, and Mann-Whitney U tests was used to compare data sets where indicated, and P values are shown. A P value less than or equal to 0.05 was considered significant. Data were graphed and analyzed using GraphPad Prism v.6.
Study approval.
Animal procedures were approved by the Center for Animal and Comparative Medicine at Harvard Medical School in accordance with the NIH Guide for the Care and Use of Laboratory Animals (National Academies Press. 2011.) and the Animal Welfare Act. Consent was obtained for human tissue acquisition according to IRB-approved protocol (S52563) and local ethical committees.
Author contributions
RL, RI, OM, ALM, NW, BMK, SCBY, and JRG performed the experiments. RL, BMK, JRG, and KC designed and interpreted the experiments. EL contributed advice and provided human tumor samples. RL, BMK, JRG, and KC wrote and edited the manuscript.
Acknowledgments
K. Cichowski, R. Lock, and this work were supported by a grant from the Department of Defense (W81XWH-13-1-0044), the Children’s Tumor Foundation (CTF), and the National Cancer Institute (R01CA111754). R. Lock was supported by an American Cancer Society–New England Division–Ellison Foundation postdoctoral fellowship (PF-15-127-01-CDD) and by a CTF Young Investigator Award (2012-01-023).
Footnotes
Conflict of interest: The authors have declared that no conflict of interest exists.
Reference information:J Clin Invest. 2016;126(6):2181–2190. doi:10.1172/JCI85183.
Contributor Information
Rebecca Lock, Email: beckylock@gmail.com.
Rachel Ingraham, Email: ingrahamr@gmail.com.
Ophélia Maertens, Email: omaertens@rics.bwh.harvard.edu.
Nelly Weledji, Email: nweledji@partners.org.
Eric Legius, Email: Eric.Legius@uz.kuleuven.be.
Karen Cichowski, Email: kcichowski@rics.bwh.harvard.edu.
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