Abstract
Scott A. Scarneo1, Kelly W. Yang1, Jose R. Roques2, Alanna Dai2, Liesl S. Eibschutz1, Philip Hughes1 and Timothy A.J. Haystead1
1 Department of Pharmacology and Cancer Biology, Duke University School of Medicine, Durham, NC 27710, USA
2 Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, NC 27599, USA
Correspondence to:
Timothy A.J. Haystead, | email: | [email protected] |
Keywords: TAK1; breast cancer; therapeutic; inflammation
Received: February 13, 2020 Accepted: April 27, 2020 Published: May 26, 2020
ABSTRACT
Transforming growth factor beta-activated kinase 1 (TAK1) has been implicated for its role in inflammatory signaling and as an important mediator of cellular apoptosis and necroptosis in various cell types. Our recent discovery of a first-in-class, potent and selective TAK1 inhibitor, takinib, represents a novel pharmacological tool to evaluate TAK1’s role in cancer. In this study we evaluated the potential therapeutic capacity of TAK1 inhibition on tumor growth and on tumor microenvironment remodeling. In a screen of 16 cancer cell lines, takinib in combination with tumor necrosis factor (TNF) was found to induce cell death (>20%) in 6 out of 16 cell lines. Furthermore, knocking out of TAK1 in MDA-MB-231 cells dramatically increased their sensitization to TNF-mediated apoptosis. In vivo xenographs of MDA-MB-231 TAK1KO tumors displayed delayed tumor growth and increased overall survival compared to TAK1WT controls. Histological and proteomic analysis of TAK1KO tumors showed altered angiogenic signaling and inflammatory signaling via immune cells. Overall, these findings suggest that the targeting of TAK1 in immune mediated cancers may be a novel therapeutic axis.
Introduction
The role of immune cells and inflammation has been widely associated with aggressiveness and survival rates in many tumors, wherein pro-inflammatory signaling within the tumor microenvironment stimulates tumor cell growth and metastasis [1]. Both the innate and adaptive immune system have been implicated in tumorigenesis and maintenance of solid tumors [2]. Specifically, tumor-associated macrophages (TAMs) have been shown to create an immense tumor burden in breast cancers, with greater TAM burden leading to poor disease prognoses [3].
TAMs can influence the tumor microenvironment through secretion of biologically active molecules that promote tumor growth, angiogenesis and metastasis while limiting critical anti-tumor immune responses (immunosuppression) [4, 5]. TAMs arise from circulating monocytes, which are recruited to the tumor microenvironment largely due to tumor cell chemokine secretion. Specifically, TNF has been implicated in immune cell migration into the tumor [6]. TAMs enhance the tumor microenvironment in large part due to hyper-activating nuclear factor kappa-light-chain-enhancer of activated B cell (NF-κB) signaling, leading to downstream pro-inflammatory, pro-survival and metastatic phenotypes [7, 8]. Cytokines such as IL-6 and TNF aid in tumor development by activating pro-survival signaling and anti-apoptotic pathways in cancer cells [9, 10]. Furthermore, TAMs enhance the tumor microenvironment through neovascularization via vasculature signaling mechanisms, such as VEGF and angiogenin [11]. The constant exposure to inflammatory signals not only enhances the survival/growth mechanisms in tumor cells, but also educates T and dendritic cells to adopt an immunosuppressive phenotype and aid in disease progression [12]. Immunotherapies aimed at “re-educating” immune cells to adopt tumor surveillance phenotypes have shown great promise in immune responsive tumors [13, 14]. Remodeling of TAM phenotypes have shown potential in reducing tumor burden and in sensitizing tumors to an alternative therapeutic axis. Thus, targeted therapies aimed at modifying TAMs as well as targeting pro-survival mechanisms in tumor cells represent a novel, double edged, therapeutic intervention.
A key signaling element in pro-survival/inflammatory response pathways is the protein kinase TAK1 (transforming growth factor β-activated protein kinase 1) [15]. Upregulation of TAK1 can be seen in up to 30% of breast cancers, where they enhance tumor burden through increasing activity of NF-kβ and mitogen-activated protein kinases (MAPKs), which are important for tumorigenesis and inflammation [16]. Therefore, inhibitors of TAK1 constitute a means to block release of pro-inflammatory cytokines as well as cell migration. In addition to its anti-inflammatory properties, TAK1 has been shown to play an integral role in pro-survival/pro-apoptotic signaling [16–19]. Following TNF Receptor 1 activation by TNF, TAK1 stimulates downstream signaling cascades activating inflammatory and pro-survival proteins NF-kβ, cJun, JNK and p38 [16]. In contrast, it have been shown that inhibition of TAK1 in the presence of TNF induces caspases 3, 7 and 8 activation leading to apoptosis [16].
The duality of TNF stimulation makes TAK1 a key target in mediating between growth and apoptosis in cancer cells. With inhibition of TAK1 via small molecule inhibitors, we are able to bypass the inflammatory action of TNF while isolating and harnessing the apoptotic capabilities of TNF. Our recent discovery of the takinib scaffold has identified a potent, highly specific inhibitor of TAK1 (IC50 9.5 nM) that we hypothesize can act as a novel small molecule therapy against immune responsive tumors. The present study investigates the therapeutic potential of takinib as an anti-cancer therapy as well as the role of TAK1 in inflammatory signaling within the tumor microenvironment.
Results
Acute TNF exposure induces TAK1 mediated apoptosis in various cancer cell lines
We first investigated the effects of TAK1 pharmacological inhibition in 16 cell lines from various cancer tissues. Following 24 hours of TAK1 inhibition with takinib, minimal cell death was found in most cell lines (Figure 1). However, previous groups, including ours, have shown that TAK1-induced cell death is mediated by TNF signaling mechanisms [16, 20]. To further test this hypothesis, we treated cancer cells with takinib + TNF (30 ng/mL) combination therapy. We also examined the sensitivity of the cells to TNF alone and found that the combination therapy induced apoptosis (<80% cell survival) in 6 cell lines, compared to 3 by TNF alone. Furthermore, the data revealed cells that show initial sensitivity to TNF alone experience increased cell death after inhibition of TAK1 with takinib (Figure 1). We next tested the effects of takinib + TNF on MCF10A, a non-cancerous cell line. Cellular survival was not affected after the takinib + TNF combination therapy, with minimal cell toxicity observed at a 10 μM dosage of takinib (Figure 1).
Figure 1: The anti-cancer effects of takinib in vitro is shown across various cell lines. Cells were plated at 80-90% confluency, serum starved for 24 hours, and evaluated 24 hours post treatment for percent cell death of takinib, takinib + TNF treatments; cell lines grouped by tissue.
To further investigate the mechanisms behind takinib + TNF treatment on cancer cell death, we performed apoptosis marker screens on MDA-MB-231, a triple negative breast cancer line. Cells were treated with either vehicle, TNF (30 ng/mL), or takinib + TNF for 12 hours. In comparison to both vehicle and TNF only treatment, takinib + TNF treated cells saw an upregulation of apoptotic markers, including Hsp60 (p < 0.0001), cleaved caspase-3 (p < 0.0001), cytochrome c (p < 0.0001), HTRA2 (p < 0.0001), Livin (p < 0.0001), SMAC (P<0.006) and XIAP (p < 0.0001), two-way ANOVA (Figure 2A, 2B). Furthermore, takinib + TNF treatment of the colon cancer cell line, COLO205, showed robust induction of apoptotic proteins in response to TAK1 inhibition and TNF stimulation (Supplementary Figure 1). Upregulation of Cyto C, SMAC, and HTRA2 further support a TNF induced TAK1 mediated cell intrinsic apoptosis pathway [21].
Figure 2: Both TAK1KO and TAK1WT cells treated with takinib + TNF are phenotypically distinguishable from TAK1WT. (A) Different levels of pro- and anti-apoptotic markers are found in MDA-MB-231 TAK1WT vs TAKWT treated with takinib + TNF. (B) TAK1WT MDA-MB-231 cells were treated with either vehicle, TNF (30 ng/mL), or takinib (10 μM) + TNF for 12 hours. Compared to untreated TAK1WT cells, takinib + TNF combination therapy saw an upregulation in apoptotic markers. Cleaved caspase-3, cytochrome c, HTRA2 and Livin levels were higher in takinib + TNF treated cells, compared to both vehicle and TNF only treatments. n = 3 ± SEM, Two-way ANOVA.
TAK1KO MDA-MB-231 cells recapitulate effects of takinib
Using the CRISPR Cas9 system, we created the TAK1KO MDA-MB-231 cell line. Monoclonal TAK1KO MDA-MB-231 clones were generated and TAK1KO verified via western blot (Supplementary Figure 2). Even in their naïve states, TAK1KO cells showed increased pro-apoptotic protein signatures, in comparison to TAK1WT, with upregulation of SMAC (p < 0.00001), Bad (p < 0.0001), Pro-Caspase-3 (p < 0.004) and Hsp60 (p < 0.01) (Figure 3A, Two-way ANOVA). We then asked if TAK1KO would recapitulate the sensitivity to TNF (30 ng/mL) treatment. Here, we show that TAK1KO cells show significantly higher sensitivity to TNF-induced apoptosis compared to TAK1WT with an ED50 of ~0.5nM to TNF (Figure 3B).
Figure 3: The efficacy of TAK1 inhibition on cell death is characterized by TAK1KO, as well as takinib + TNF treatment. (A) An apoptosis protein array revealed that in comparison to TAK1WT (with Cas9 vehicle), TAK1KO upregulated several apoptotic proteins. (B) Despite some similarities in apoptotic biomarkers, TAK1KO were significantly more sensitive to apoptosis following TNF (30 ng/mL) treatments. (C) Apoptotic protein expression in TAK1mediated TNF apoptosis. (D) Differences in protein levels were evident in TAK1KO vs. TAK1KO with TNF proteome assays. (E) Compared to TNF and takinib + TNF treatments, TAK1KO cells that were treated with vehicle, had significant upregulation of Hsp60, Cleaved Caspase-3 and SMAC. Two-way ANOVA.
Comparison of TAK1WT, TAK1KO, TAK1KO + TNF, and TAK1WT + takinib +TNF apoptotic profiles show both TAK1KO+TNF and TAKWT + takinib + TNF show similar molecular apoptotic profiles resulting in cellular death (Figure 3C). We next compared the molecular signatures of TNF-induced cell death in TAK1KO cells by treating cells with either vehicle, TNF only or takinib + TNF. Minimal differences were observed between TAK1KO with TNF only and TAK1KO with (takinib 10 μM + TNF) treatment, with predominately no changes seen in Hsp60 (p < 0.60), HTRA2 (p < 0.14), Livin (p < 0.14), SMAC (p < 0.99) and XIAP (p < 0.99), and a few significant changes in cytochrome c (p < 0.004) and cleaved caspase (p < 0.04), indicating that takinib selectively acts through TAK1, with no off target effects of TAK1KO+takinib observed (Figure 3D, 3E, Two-way ANOVA).
TAK1KO suppresses in vivo tumor growth
To test the effects of TAK1 inhibition in tumor growth and overall survival, nude mice were orthotopically injected in the mammary fat pad with either MDA-MB-231 TAK1WT with Cas9 control, or TAK1KO cells. Days from injection to 100 mm3 tumor volume and survival time were evaluated. TAK1KO tumors, on average, took 14 days to grow to 100 mm3, compared to 11 in TAK1WT with Cas9 control (Supplementary Figure 3A). Furthermore, overall tumor growth was significantly reduced in TAK1KO compared to TAK1WT (p < 0.001) (Figure 4A). These data translated to an overall increase in survival of KO treated mice (p < 0.0001) (Figure 4B). Cell death was evaluated by TUNEL staining of the tumors, which showed increased TUNEL + cells in TAK1KO tumors; results are consistent with our cellular studies (Figure 4C).
Figure 4: The efficacy of TAKKO in inhibiting tumor growth and reducing survival rates in vivo. (A) Overall tumor growth was significantly reduced in mice injected with TAK1KO, in comparison to TAK1WT. Nude mice orthotopically injected with TAK1WT cells with Cas9 control took on average 11 days to reach a tumor volume of 100 mm3, while it took TAK1KO cells 14 days n = 10 ± SEM. (B) TAK1 KO injected mice outlived those injected with WT with Cas9 tumors n = 10 ± SEM. (C) Consistent with in vitro studies, TUNEL staining of tumors reveal increased cell death in TAK1KO tumor slices in comparison to TAK1WT. Representative images n = 5, scale bar =200 μM.
Following in vitro cell assays showing increased cell death of MDA-MB-231 TAK1 inhibited cells to TNF, we next sought to test this hypothesis in vivo. We first determined the in vivo MTD of TNF delivered via tail vein injection. Mice were dosed 3 times a week at 10, 30, 60 and 100 μg/kg showed no significant weight change (Supplementary Figure 3B). We next tested the ability of exogenous TNF to increase in vivo death of MDA-MB-231 TAK1KO cells. At 100 mm3 tumor volume, TAK1KO tumor bearing mice were treated with either TNF (30 μg/kg) 3 times a week or vehicle. Surprisingly, we saw no significant effect of TNF in vivo on tumor growth nor on survival (Supplementary Figure 3C, 3D).
Takinib reduces TAM contribution of angiogenetic signaling
To further examine in vivo interactions between cancer and immune cells on tumor growth, we examined tumor slices from the previously mentioned mice injected with MDA-MB-231 TAK1WT with Cas9 control or TAK1KO cells. Previous studies, by our lab and others, have shown that TAK1 plays an important role in mediating inflammatory and potentially angiogenetic signaling cascades [22–24]. To test whether TAK1 mediated angiogenetic signaling was present in the tumor microenvironment, we stained tumor slices for CD31 (PECAM) expression. In comparison to TAK1WT, the TAK1KO tumors showed increased vasculature (Figure 5A, 5B). We next profiled MDA-MB-231 TAK1WT, and TAK1KO cells for angiogenesis factors. Minimal significant biological changes were seen between TAK1WT and TAK1KO cells with a 1.19 fold increase in angiopoietin-1 and decreases in expression of HB-EGF (1.23-fold), IGFBP-3 (1.09-fold), IL-8(1.05-fold) and thrombospondin (1.16-fold), suggesting that the TAK1 mediated angiogenetic signaling may occur outside of the cancer cells themselves (Figure 5C). Due to the large contribution of TAMs in the tumor immune microenvironment of many solid tumors, we also tested the ability of TAK1 inhibition to alter angiogenetic signaling in macrophages. THP-1, a human macrophage cell line, was stimulated with LPS, followed by treatment with either vehicle or takinib for 24 hours. Angiogenetic markers were profiled. Significant differences can be observed between the two treatments with a reduction of protein expression of 2.67-fold IGFBP-3 (p < 0.0012), 1.7-fold IL-1B (p < 0.0001), 1.42-fold thrombospondin (p < 0.0005), 1.54-fold VEGF (p < 0.156), 1.88-fold Pentraxin (p < 0.0001), 1.75-fold uPA (p < 0.0001), 1.68-fold CXCL16 (p < 0.056) seen (Figure 5D).
Figure 5: The role of TAK1 in cancer cell and macrophage vasculature. (A) Vasculature is increased in the MDA-MB-231 TAK1KO, in comparison to TAK1WT. (B) Vasculature was quantified by counting blood vessels; researcher was blinded. (C) Angiogenesis factors profile for MDA-MB-231 TAK1WT vs TAK1KO and for (D) LPS stimulated THP-1 vehicle vs takinib. RFU = Relative fluorescent unit. n = 5 ± SEM, *p = 0.05.
Takinib reduces TAM contribution of inflammatory immune signaling
Aside from promoting angiogenesis, TAMs have also been known to increase inflammation in tumor microenvironments, activating pro-inflammation and pro-survival pathways. Our lab has previously shown takinib to successfully reduce cytokine and chemokine secretion in THP-1 human macrophages, following LPS inflammatory stimulation [15]. Here, we performed a cytokine screen of MDA-MB-231 TAK1WT and TAK1KO tumors. Similar to THP-1 macrophages, IL-28A/B (p < 0.0001) and lipocalin-2 (p < 0.0011) were significantly reduced in TAK1KO cells compared to TAK1WT controls (Figure 6A, 6C). However, Cystatin C (p < 0.015), CD40/TNFRSFS (p < 0.002) and MMP-3 (p < 0.007) were upregulated in TAK1KO (Figure 6C).
Figure 6: TAK1 changes cytokine expression of THP-1 macrophages without affecting their growth rates. (A) Tumors isolated from MDA-MB-231 TAK1WT and TAK1KO xenografts were profiled for cytokine and chemokine molecular expression. (B) TAK1 does not affect growth of THP-1 macrophages, suggesting macrophages are phenotypically changing their cytokine profiles. (C) TAK1 seems to play a role in cytokine expression, upregulating some and downregulating others. n = 4 ± SEM/WT, n = 4 ± SEM/TAK1KO group. RFU = Relative fluorescent unit. *p < 0.05, **p < 0.01, ***p < 0.0001, Student’s T test.
To address whether changes in cytokine production are a consequence of altered TAM infiltration or changes in phenotype we next stained TAK1KO and TAK1WT tumors against F4/80 and quantified the number of macrophages present in the tumor stroma (Figure 6B). No significant changes were seen between the density of macrophages in TAK1WT versus TAK1KO tumors.
DISCUSSION
Here we show the ability of takinib to not only induce TAK1 mediated apoptosis in TNF sensitive cancer cells, but to reduce pro-inflammatory and pro-angiogenic signaling in surrounding TAMs. TAK1 has been seen to play an integral role in mediating many signaling cascades including inflammatory, angiogenic and apoptotic; however, lack of selective and potent TAK1 pharmacological inhibitors have limited research around this target as a novel therapeutic axis. Here, we demonstrate the role of TAK1 in mediating TNF signal cascades in various cancer cell lines. Although TNF is widely considered a pro-inflammatory/survival signaling cytokine, we show that TAK1 inhibition blocks traditional TNF inflammatory and survival signaling and induces apoptosis in TAK1 dependent cancer cell lines.
In an effort to further validate TAK1 mediation of TNF survival-apoptosis signaling, we developed a TAK1KO MDA-MB-231 cell line. TAK1KO recapitulated the effects of TAK1 inhibition, further validating the role of this kinase in TNF signaling and apoptosis. In murine models, these knockout effects translated to tumor growth suppression. These results follow our knowledge of the molecular mechanisms of TAK1 inhibition. When TAK1 is not present, it cannot activate subsequent signaling pathways and is unable to promote cell proliferation. Interestingly we also noticed distinct cytokine profiles in the TAK1 KO tumors. Some of the differentials in cytokine expression between TAK1WT and TAK1KO cells can be used to explain the tumor suppression in the knockouts. For example, Endostatin which is present at higher concentrations in the TAK1KOs, suppresses both tumor growth and angiogenesis [25]. On the other hand, TAK1WTs express higher levels of Fetuin A, Lipocalin 2 and Reg3G, all of which promote tumorigenesis and angiogenesis [26–28].
At the time of writing, takinib demonstrated poor pharmacokinetics and bioavailability with rapid plasma clearance, limiting the ability to perform in vivo pharmacological studies with takinib. Further chemical modifications to the takinib scaffold such as the addition of solubilizing groups in the solvent accessible carbon positions of the aminobenzamide may improve bioavailability and provide a novel compound to evaluate TAK1’s role in vivo. However, despite lack of a pharmacological in vivo intervention, studies with TAK1KO cell lines showed significantly reduced tumor burden and increased survival, with changes in inflammatory cytokines present in the tumor microenvironment.
Due to TAK1’s ubiquitous expression in most cells in the body, its pharmacological mechanism of action can be quite complex in certain disease contexts, such as cancer. It plays an integral role in inflammatory signaling of leukocyte populations, as well as angiogenic regulation associated with canonical inflammatory signaling [29]. However, previous studies as well as the one herein, have shown in certain cancer cell types TAK1 inhibition induces apoptosis, switching the cell fate from survival to apoptosis [30, 16]. There lies the potential that in conjunction with immunotherapy treatments, which stimulate dormant immune suppressive immune cell populations in the tumor immune microenvironment, one may further exacerbate immune cancer clearance by induction of endogenous apoptotic pathways from the TAK1-TNF signaling axis.
Additionally, often genetic instability in the cancer cells allow for mutations to occur, leaving the cells immune to the kinase inhibitor effects or induction of compensatory mechanisms. However, therapies targeting TAK1 appear to have effects not only at the cancer cell level but additionally at modulating the immune microenvironment. Non-cancerous immune cells may provide a more stable “druggable” cell population with TAK1 inhibitors targeting the chronic inflammatory processes that provide a positive feedback loop in tumors, promoting cell proliferation and metastasis. Thus, in the case of highly pro-inflammatory and aggressive cancers TAK1 inhibition may reduce the inflammatory signaling milieu which aids in the pro-survival/growth phenotype associated with highly aggressive cancers. Overall, here we have shown the role of TAK1 in both various cancer cells and TAM populations, showing a potential therapeutic axis in modulating the immune microenvironment of tumors.
Materials and Methods
Animal care
Female nude mice were bred in-house or purchased from The Jackson Laboratory (Bar Harbor, ME, USA). All experiments were approved and carried out in accordance of the University of North Carolina-Chapel Hill, Institution Animal Care and Use Committee (IACUC) and conformed to the National Institutes of Health Guide for the Care and Use of Laboratory Animals. Mice were housed in a temperature and humidity-controlled facility under 12-hour light/dark cycle (lights on at 7 am) and access to food and water ad libitum.
Tumor injections
Cells were mixed 1:1 with matrigel solution prior to injection into the mammary fat pad of female nude mice. Tumors were allowed to develop, and caliper measurements were obtained throughout the study period.
Cell culture
THP-1, MDA-MB-231, COLO 205 and all other cells were obtained from Duke CCF. All cells are tested for mycoplasma and authenticated via Duke CCF prior to use. Cells were incubated at 37° C in 5% CO2. THP-1 was cultured in RPMI 1640×, 10% FBS, 1% Penicillin-Streptomycin (PS), HEPES, Pyruvate, Glucose and BME. All cell lines were cultured according to ATCC media guidelines.
Macrophage differentiation
THP-1 cells were treated with 100 nM phorbol 12-myristate 13-acetate (PMA) for 72 hours in RPMI 1640× media. Cells were rested in PMA free media 48 hours prior to treatments. LPS (10 ng/mL) and IFNγ (50 ng/mL) were used for pro-inflammatory stimulation.
Apoptotic, cytokine and chemokine arrays
THP-1 cells were differentiated as previously described in this manuscript. Following differentiation, cells were treated with 10 μM Takinib or DMSO vehicle control. 24 hours after treatment, supernatant was added to Human Cytokine XL proteome array (R&D Systems), or Angiogenesis proteome array. Apoptosis biomarkers were visualized with the Apoptosis Array kit (R&D Systems). All procedures were conducted in accordance with manufacturer protocol. Chemiluminescence was used to visualize protein quantities.
Immunohistochemistry
Briefly, 10 μM cut parrafin embedded tumor slices from TAK1KO or WT tumors underwent antigen retrieval prior to H&E and TUNEL staining as per manufacturer protocol.
TAK1 gene editing
MDA-MB-231 cells were infected with CRISPR/CAS9 constructs with a blasticidin resistance gene. Cells were treated with blasticidin for 5 days following transfection to select transfected cells. Following stable cas-9 expression cells were transfected with lentiguide-puromycin sgRNA targeting TAK1 gene sequence. The following sgRNA sequences were used: sgRNA 1- 5′ CTCACCGGCCGAAGACGAGG 3′; sgRNA 2- 5′ CGACTACAAGGAGATCGAGG 3′; sgRNA 3- 5′ CATCTCACCGGCCGAAGACG 3′.
Western blot analysis
Cells were lysed (50 mM Tris, 150 mM NaCl, 1 mM EDTA, 1% Triton-X100, 1 mM DTT, cOmplete protease (Roche) and PhosSTOP phosphatase inhibitor (Roche)) after indicated treatment and run on Criterion XT Tris-HCl gel 4%–15% gradient (Bio-Rad). Following transfer to PVDF membrane and blocking in 5% non-fat dry milk in TBST, membranes were incubated with antibody overnight. After incubation with secondary antibody, chemiluminescence was used to visualize bands.
Drug treatment and cell viability assays
Cells were plated at 80% confluency on day one in media containing 10% FBS. After a 24 h incubation period, cells were pre-treated with either FBS-free media or varying doses of takinib in FBS-free media for 24 h prior to the addition of TNF (300 ng/mL). Cell viability assay was completed 24 h post-treatment and cell death quantified using Cell Titer Glo 2.0 (Promega) according to the manufacturer’s protocol.
Quantification and statistical analysis
GraphPad Prism 8 was used for statistical analysis of viability, proteome assays, TAK1KO analysis, survival analysis. For each analysis, total n and SEM are presented in the figure legend. Curves were plotted using variable slope (four parameters) non-linear fit. An alpha of 0.05 was used for all statistical analysis.
Abbreviations
TAM: tumor-associated macrophage; TAK1: Transforming growth factor β-activated kinase 1; NF-kβ: nuclear factor kappa-light-chain-enhancer of activated B cells; IRAK4: interleukin-1 receptor-associated kinase 4; RFU: relative fluorescent units; LPS: lipopolysaccharide; TNF: tumor necrosis factor.
ACKNOWLEDGMENTS
The authors are grateful for the mouse cancer studies carried out by the mouse phase 1 unit at the University of North Carolina, USA. We thank Dr. Zuowei Su at Duke University Research Immunohistology Lab (Durham, NC) for F4/80, TUNEL and H and E staining. We thank Dr. Juliane Totzke for aid in development of TAK1 KO MDA-MB-231 cell line.
CONFLICTS OF INTEREST
TAH, PH and SS are all part owners of EydisBio (Durham, NC). Additionally, a patent has been issued (US10,207,998) for takinib, filed by TAH and PH.
FUNDING
This work was supported by the Duke Pharmacology Sciences Training Program for fellowship support 5T32GM007105-44 to S.A.S. Animal studies funded by UCRF.
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