Abstract
Despite successful preclinical testing carried out through the use of subcutaneous xenografted tumors, many anti-cancer agents have gone on to fail in human trials. One potential factor accounting for this discrepancy may relate to the inadequacy of the commonly employed preclinical models to recapitulate the human disease, particularly when it comes to discovery of agents that are effective against advanced disease. Herein, we report the characterization of a NSCLC model and an exploration of the impact that a CXCR4 inhibitor, AMD3100, had on NCI-H1299-derived metastasis. These cells express a variety of metastasis-promoting factors, hence we selected them for a study of their metastatic colonization potential. To accomplish this, luciferase-expressing H1299 (H1299-luc2) cells were inoculated into athymic mice via the intracardiac route. This strategy produced adrenal, bone, ovarian, and pancreatic metastases, sites commonly involved in human metastatic NSCLC. Notably, micro-computed tomography and histological evaluation of the skeletal lesions revealed the presence of extensive osteolysis. To investigate the potential role of CXCR4 in mediating metastatic colonization of tissues, AMD3100 was administered to mice inoculated with H1299-luc2 cells. While this treatment did not appreciably alter the frequency of metastatic colonization, it was able to slow the growth of macrometastases. This model, recapitulating some of the events seen in late-stage human NSCLC, may prove useful in the evaluation of new therapies targeting metastatic disease.
Keywords: preclinical, NCI-H1299, metastasis model, NSCLC, AMD3100, CXCR4
INTRODUCTION
At diagnosis, the majority of non-small cell lung cancer (NSCLC) patients present with advanced disease, and even when diagnosed at an early stage and treated surgically, cancer recurs in about one third of individuals, with eventual spread to lymph node, adrenal gland, bone, ovary, pancreas, liver, and brain [1]. Better treatments for advanced disease are clearly needed to combat this lethal cancer. Unfortunately, however, the majority of anticancer agents showing success at the pre-clinical testing stage have proceeded to fail in clinical trials [2, 3]. One of the many possible reasons for this high failure rate could be due to the discrepancy between the preclinical and clinical trial settings. For example, preclinical testing has most commonly relied on subcutaneously-implanted human NSCLC xenografts grown in immuno-compromised mice. Such models lack many of the features that are characteristic of the human disease, such as the development of metastases. In order to improve the success rate of anticancer drugs destined for use in human NSCLC, that the gap between preclinical and clinical studies must be narrowed via the establishment of models that more closely parallel the human disease.
Both genetically engineered mutant mice (GEMM) and human tumor cell line or patient-derived xenograft (PDX) models are being widely used in preclinical studies. Interestingly, GEMM appear to faithfully recapitulate tumor initiation and progression events, but are often relatively limited when it come to recapitulating late stage events, such as spontaneous metastasis [4]. Most studies of metastases carried out to date have employed xenograft models. Although distant metastases do appear in such models, the frequency of metastases can be low and unpredictable, and there is often the need to remove the primary xenograft by surgical means [5]. In addition, the majority of primary GEMM, or orthotopically-implanted xenografted lung tumors rarely metastasize, making studies of metastases relatively impractical. Thus, a more effective approach to generate systemic metastasis has relied on the administration of tumor cells directly into the arterial circulation, thus employing the ‘second half’ of the metastatic process: namely, extravasation, migration towards and colonization of a suitable microenvironmental niches, and development of macrometastases [4].
For a metastatic lesion to develop, the tumor cell must be able to interact with and recruit a variety of stromal cells, such as mesenchymal stem cells, cancer associated fibroblasts, endothelium, and various hematopoietic cell types [6, 7, 8]. Many of these events rely on the interactions between chemokines and their receptors. For example, the CXCL12/CXCR4 axis plays an important role in tumor cell extravasation and tissue-specific homing [9, 10]. Indeed, CXCR4 is widely expressed on tumor cells, and the preferential sites of metastases, such as bone, liver, and lung, express high levels of its ligand, CXCL12 [10].
Herein, we have developed a preclinical lung cancer metastasis model, based on the arterial (intra-cardiac) delivery of luciferase-expressing NCI-H1299 NSCLC cells. This method, which plausibly recapitulates the process of systemic metastatic colonization and growth, resulted in the development of metastases in a number of sites similar to those observed in humans. These included lesions of bone, adrenal gland, ovary, and pancreas. We found that although treatment with the CXCR4 inhibitor, AMD3100, attenuated metastatic growth, it failed to significantly impact the frequency of metastases, or overall survival of the mice. Preclinical models of late stage NSCLC, such as the one we report in this study, may prove instrumental for evaluating therapeutics aimed at advanced disease.
RESULTS
Establishing a metastasis model using H1299-luc2 cells
A polyclonal population of H1299 cells, stably transfected with a CMV promoter-based vector for the expression of EGFP-luc2 fusion protein, were FACS sorted in order to obtain GFPhi cells (Fig. Supplemental S1A). A fluorescence microscopy image demonstrates expression of EGFP in H1299-luc2 cells (Fig. Supplemental S1B), and the activity of luc2 showed a correlation between cell number and photon emission rates (Fig. Supplemental S1C). Human 65-plex cytokine/chemokine/growth factor and 8-plex MMP assay performed on H1299-luc2 cell supernatants revealed the presence of VEGF, IL-8 (CXCL8), CXCL1, MCP-1 (CCL2), PDGF-AB/BB, RANTES (CCL5), GM-CSF, LIF, FGF-2, MMP-1 and MMP-9 (Fig. 1A, 1B). Characterization of H1299-luc2 cell lysates using both western blotting and reverse phase protein array showed that the cells expressed CXCR4, EGFR, uPAR, N-cadherin, vimentin, as well as loss of PTEN and E-cadherin, and activation of the PI3K, MAPK/ERK, Stat3 and Src signal transduction pathways (data not shown), findings that were consistent with previous reports [11, 12, 13]. H1299-luc2 cells demonstrated an invasive phenotype through Matrigel in response to FBS stimulation, as well as an ability to adhere to the extracellular matrix proteins fibronectin, types I and IV collagen, and laminin I (Fig. 1C, D). Taken together, these results suggested that H1299-luc2 cells might possess a propensity for metastatic colonization.
Characterization of the H1299-luc2 metastasis model
To evaluate the metastasis-inducing potential of H1299-luc2, 4×105 cells were injected by either the intravenous or the intracardiac routes into NIH-III (nude/nude; beige/beige) outbred mice. Tumor development was monitored for up to 4 months via weekly bioluminescence imaging (BLI). H1299-luc2 cells inoculated via the intravenous route did not show lung or other organ metastasis for up to ~4 months (Fig. Supplemental S2A), in contrast, within 12 to 23 days after intracardiac injections of H1299-luc2 cells, BLI revealed the development of soft and bone-tissue macrometastases (Fig. 2, 3). Inspection and BLI of isolated organs, histopathology, and μCT revealed the presence of metastases at various anatomical sites, including adrenal gland (Fig. 2A), ovary (Fig. 2B), pancreas (Fig. 2C), and the skeleton (Fig. 3A-D). Table 1 shows the overall frequency of bone and soft-tissue metastases, and the increase in tumor load over time, is shown in Fig. 4A. Significant increases in metastatic burden (BLI signal ~109 photons/sec) were associated with decreased survival (Fig. 4B). Notably, the spectrum of tissues involved by metastases in the mice echo those observed in human metastatic NSCLC, with the exception of liver and brain lesions that commonly occur in human NSCLC.
Table 1. Overall frequency and anatomical sites of metastasis generated by H1299-luc2 cells (n=14 mice with metastases).
Adrenal | Ovarian | Pancreatic | Maxillary/Mandibular | Femoral/Tibial | Vertebral | Scapular |
---|---|---|---|---|---|---|
2/14 | 2/14 | 1/14 | 3/14 | 3/14 | 3/14 | 2/14 |
Metastasis histopathology and 3D μCT imaging of tumor neovasculature
Representative histopathology images showing adrenal gland (Fig. 2D), ovarian (Fig. 2E), pancreatic (Fig. 2F) and bone metastasis (Fig. 3E). The μCT images of bone metastatic lesions in mice that were perfused with Microfil, revealed evidence of extensive angiogenic response elicited by H1299-luc2 bone metastases that had spread from the bone into the adjacent soft tissues (Fig. 3F).
CXCR4 inhibition reduces the growth of metastatic tumors without affecting the number of metastases or overall survival
We next determined whether CXCR4 inhibition with AMD3100 would limit the frequency of H1299-luc2 metastases. Immunoblotting confirmed that CXCR4 expression was present in H1299-luc2 cells (Fig. Supplemental S2B). Interestingly, in vitro, we found that AMD3100 treatment significantly suppressed the growth of H1299-luc2 cells as compared to controls (2.5 μg/ml; p=0.0041, 5 μg/ml; p<0.0001) (Fig. 5A), and also decreased the invasive ability of the cells in response to FBS (2.5 μg/ml; p=0.035, 5 μg/ml; p= 0.0094) (Fig. 5B), consistent with previous reports [14, 15]. The in vivo effect of AMD3100 (5 mg/kg daily) on metastatic colonization and/or growth was then evaluated as previously reported [16]. Importantly, BLI analysis revealed that AMD3100 treatment significantly reduced the growth of metastases, as compared to vehicle controls, at day 46 (p<0.05), and at day 54 (p<0.01) (Fig. 5C). AMD3100, however, did not appear to alter the frequency of H1299-luc2 macrometastases (Fig. 5D). Kaplan-Meier survival analysis showed only a marginal increase in overall survival in AMD3100 treated group of mice relative to controls (Fig. 5E). Thus, although CXCR4 inhibition neither impaired metastatic colonization nor significantly increased survival of the mice, it did have a negative effect on the growth of metastases, as determined by BLI.
DISCUSSION
A plausible reason for the high failure rates of NSCLC anticancer drugs when moving from traditional preclinical models to the clinic may lie in the inability of the rodent models to recapitulate key features of the human disease, such as metastases [17]. Herein, we have characterized a metastasis model showing that H1299-luc2 cells are capable of colonizing and expanding within multiple anatomical sites overlapping with those commonly observed in advanced human NSCLC. In this model the frequency of bone metastases was higher than that of soft tissue metastases, and these were osteolytic, consistent with previous studies employing H1299 cell line administration via the intracardiac route [18, 19]. In contrast to these previous studies, we observed a comparatively higher incidence of bone metastasis as well as soft tissue metastasis involving adrenal glands, ovaries, and pancreas [18, 19].
We found that H1299-luc2 cells secrete chemokines (e.g. CXCL8, CCL5), growth factors (e.g. VEGF, PDGF-AB/BB, GM-CSF), and metalloproteinases (e.g. MMP-1, MMP-9). Expression of these factors has been reported in lung cancer patients and has been associated with advanced stage disease and/or a worse prognosis [20-23]. H1299-luc2 cells express multiple cell surface receptors (e.g. CXCR4, EGFR, u-PAR), exhibit constitutive activation of N-RAS, and they also lack PTEN activity. As a result, the cells show activation of key signal transduction pathways, including PI3K-AKT-mTOR, BRAF-MEK-MAPK, and STAT3 that have roles in promoting tumor growth, survival, and metastasis [24]. One of the key features for successful progression of metastasis is the ability of cancer cells to invade and adhere to ECM proteins. The ability of H1299-luc2 cells to adhere to ECM proteins such as fibronectin, collagen and laminin indicated that the cells expressed multiple integrins [25-28]. In addition, the invasive ability of H1299-luc2 cells may be associated with expression of epithelial to mesenchymal transition-associated markers (e.g. N-cadherin, and vimentin), plausibly supporting their propensity for metastatic inasiveness and eventual colonization. The expression of plethora of metastasis-related surface, chemokine/cytokines and signal transduction proteins by H1299-luc2 cells supported the potential of this metastasis model for the testing of molecular targeted therapies.
Interestingly, despite the fact that the H1299 cells express CXCR4, inhibition of this receptor failed to block metastatic colonization by H1299-luc2 cells. Suggesting that CXCL12 may have been acting acting as a trophic factor, we found that CXCR4 inhibition slowed the growth of H1299 metastases, a finding consistent with previous reports [29, 30]. However, at the dosage used, AMD3100 treatment did not appear to enhance survival. A similar observation was made in a breast cancer lung metastasis model, where neither AMD3100, nor knock-down of CXCR4 led to increased survival [29]. It would be of interest to investigate the effects of CXCR4 inhibition in a NSCLC model system that recapitulates the entire spectrum of the metastatic process, whereby distant lesions originate from a primary subcutaneous or orthotopic site. There are examples where an agent has discordant effects depending on whether treatment is directed at the primary site versus advanced metastatic disease [31]. However, at least in the type of immuno-compromised mice used in this study, we were unable to generate orthotopic lesions.
Herein, we describe the development and application of a NSCLC experimental metastasis model that may be particularly useful for the assessment of therapies aimed at advanced disease. We hypothesize that in contrast to preclinical models that rely drug testing in subcutaneous tumors, the use of more clinically-relevant preclinical models may be able to significantly improve the success rate of new agents under consideration for use in human clinical trials.
MATERIAL AND METHODS
Animals
Female, 5-6 wk old, NIH-III (nu/nu; beige/beige) mice were purchased from Charles River Canada. All animal studies were performed in compliance with Canadian Council of Animal Care guidelines, and with ethics approval from the University of Calgary Animal Care Committee.
Cells and bioluminescence imaging
NCI-H1299 cells, obtained from the ATCC, were cultured in RPMI-1640, plus10% FBS, incubated at 37 oC, in 5% CO2. H1299 cells were transfected with a CMV promoter EGFP-luc2 fusion cDNA plasmid-based expression vector [32] using Lipofectamine 2000 (Invitrogen) and selection with G418 (1 mg/ml). This polyclonal population of cells were enriched for the EGFPhi (and hence, luc2hi) by FACSsorting as previously reported [32]. Luciferase activity was measured by seeding different number of cells in 96-well plates followed by the addition of D-luciferin and the plate was imaged on and IVIS Lumina (Caliper) imaging system.
Molecular arrays
For 65-multiplex cytokine/chemokine assay, H1299-luc2 cells (2×106/plate) were grown for 24 h and for MMP assay, cells were grown for 24 and 48 h. Supernatants were subjected to a human 65-plex cytokine and 8-plex MMP Discovery Array (EVE Technologies, Calgary, Alberta). Reverse-phase protein array (RPPA) carried out on cell lysates was performed by the RPPA Core Facility - Functional Proteomics (MD Anderson Cancer Center).
Cell viability, adhesion and invasion assays
For cell viability assay, H1299-luc2 cells were seeded at 5000 cells per well in presence and absence 2.5 and 5μg/ml of AMD3100. Viability was measured after 48 h by using MTT. Cell adhesion assay was carried out using the CytoSelect™ ECM Cell Adhesion Assay kit (Cell BioLabs) following the instruction manual. The chemo-invasion assay was performed using BD BioCoat matrigel invasion chambers (catalog #354480) as described earlier, except 40,000 cells/well was used here [11].
Experimental metastasis model and in vivo bioluminescence imaging
To generate metastasis H1299-luc2 cells (4×105, 8×105 per mouse) were injected into the left ventricle of anesthetized (1.5-2% isofluorane) as previously described [33]. For tail vein injections, mice were anaesthetized with 1.5-2% isofluorane, and then H1299-luc2 cells (4×105 per mouse) were injected via the lateral tail vein. Growth of H1299-luc2 metastases was monitored via bi-weekly BLI as previously described [33].
Drug treatment
AMD3100 (Sigma-Aldrich) was dissolved in sterile PBS and mice were administered 5 mg/kg of AMD3100 daily (control group of mice received PBS) for 5 wks (6 days per wk) subcutaneously, starting on the day of H1299-luc2 cell inoculation.
Micro-computed tomography
To obtain qualitative assessments of bone osteolysis caused by metastasis, micro-computed tomography (μCT40, Scanco Medical) was used as previously described [32, 34]. To examine angiogenesis of a metastatic site, mouse were terminally perfused with a radio-opaque silicone rubber (Microfil, Flow Tech) to form a radio-opaque vascular cast that can be visualized using μCT as we have previously described [35].
Histopathology
Following ex-vivo bioluminescence imaging, organs were fixed in 10% formalin. Skeletal tissues were fixed in 4% paraformaldehyde (PFA) for 1 wk, followed by decalcification in 14% EDTA for 2 wks. Tissues were then paraffin-embedded prior to sectioning and hematoxylin and eosin (H&E) staining.
SUPPLEMENTARY MATERIAL FIGURES
Acknowledgments
We are grateful to Dr. G.R. Martin for his help in assessing the adrenal metastasis, to Dr. P. Tailor for his help in the development of the cell line used in this study, and members of the Jirik laboratory and University of Calgary's Animal Care Facility for their excellent technical support. This study was supported by an operating grant from the Canadian Cancer Society Research Institute, with funds raised by the Canadian Cancer Society. F.R.J. was the recipient of a Canada Research Chairs award.
Footnotes
CONFLICT OF INTEREST
The authors have no conflicts of interest to declare.
REFERENCES
- 1.DeVita VT, Hellman S. Cancer: Principles and Practice of Oncology. 7. Lippincott Williams & Wilkins; 2005. [Google Scholar]
- 2.Kola I, Landis J. Can the pharmaceutical industry reduce attrition rates? Nat Rev Drug Discovery? 2004;3:711–5. doi: 10.1038/nrd1470. [DOI] [PubMed] [Google Scholar]
- 3.Moreno L, Pearson AD. How can attrition rates be reduced in cancer drug discovery? Expert Opin. Drug Discovery. 2013;8:363–8. doi: 10.1517/17460441.2013.768984. [DOI] [PubMed] [Google Scholar]
- 4.Bos PD, Nguyen DX, Massagué J. Modeling metastasis in the mouse. Curr Opin Pharmacology. 2010;10:571–7. doi: 10.1016/j.coph.2010.06.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Man S, Munoz R, Kerbel RS. On the development of models in mice of advanced visceral metastatic disease for anti-cancer drug testing. Cancer Metastasis Rev. 2007;26:737–47. doi: 10.1007/s10555-007-9087-6. [DOI] [PubMed] [Google Scholar]
- 6.Valastyan S, Weinberg RA. Tumor metastasis: molecular insights and evolving paradigms. Cell. 2011;147:275–92. doi: 10.1016/j.cell.2011.09.024. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Polyak K, Haviv I, Campbell IG. Co-evolution of tumor cells and their microenvironment. Trends Genet. 2009;25:30–8. doi: 10.1016/j.tig.2008.10.012. [DOI] [PubMed] [Google Scholar]
- 8.Pietras K, Ostman A. Hallmarks of cancer: interactions with the tumor stroma. Exp Cell Res. 2010;316:1324–31. doi: 10.1016/j.yexcr.2010.02.045. [DOI] [PubMed] [Google Scholar]
- 9.Zlotnik A, Burkhardt AM, Homey B. Homeostatic chemokine receptors and organ-specific metastasis. Nat Rev Immunol. 2011;11:597–606. doi: 10.1038/nri3049. [DOI] [PubMed] [Google Scholar]
- 10.Wald O, Shapira OM, Izhar U. CXCR4/CXCL12 axis in non-small cell lung cancer (NSCLC) pathologic roles and therapeutic potential. Theranostics. 2013;3:26–33. doi: 10.7150/thno.4922. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Tang CH, Hill ML, Brumwell AN, Chapman HA, Wei Y. Signaling through urokinase and urokinase receptor in lung cancer cells requires interactions with beta1 integrins. J Cell Sci. 2008;121:3747–56. doi: 10.1242/jcs.029769. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Asnaghi L, Vass WC, Quadri R, Day PM, Qian X, Braverman R, Papageorge AG, Lowy DR. E-cadherin negatively regulates neoplastic growth in non-small cell lung cancer: role of Rho GTPases. Oncogene. 2010;29:2760–71. doi: 10.1038/onc.2010.39. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Shintani Y, Maeda M, Chaika N, Johnson KR, Wheelock MJ. Collagen I promotes epithelial-to-mesenchymal transition in lung cancer cells via transforming growth factor-beta signaling. Am J Respir Cell Mol Biol. 2008;38:95–104. doi: 10.1165/rcmb.2007-0071OC. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Huang YC, Hsiao YC, Chen YJ, Wei YY, Lai TH, Tang CH. Stromal cell-derived factor-1 enhances motility and integrin up-regulation through CXCR4, ERK and NFkappaB-dependent pathway in human lung cancer cells. Biochem Pharmacol. 2007;74:1702–12. doi: 10.1016/j.bcp.2007.08.025. [DOI] [PubMed] [Google Scholar]
- 15.Lin ML, Lu YC, Chen HY, Lee CC, Chung JG, Chen SS. Suppressing the formation of lipid raft-associated Rac1/PI3K/Akt signaling complexes by curcumin inhibits SDF-1α-induced invasion of human esophageal carcinoma cells. Mol Carcinog. 2014;53:360–79. doi: 10.1002/mc.21984. [DOI] [PubMed] [Google Scholar]
- 16.Azab AK, Runnels JM, Pitsillides C, Moreau AS, Azab F, Leleu X, Jia X, Wright R, Ospina B, Carlson AL, Alt C, Burwick N, Roccaro AM, Ngo HT, Farag M, Melhem MR, Sacco A, Munshi NC, Hideshima T, Rollins BJ, Anderson KC, Kung AL, Lin CP, Ghobrial IM. CXCR4 inhibitor AMD3100 disrupts the interaction of multiple myeloma cells with the bone marrow microenvironment and enhances their sensitivity to therapy. Blood. 2009;113:4341–51. doi: 10.1182/blood-2008-10-186668. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Ellis LM, Fidler IJ. Finding the tumor copycat. Therapy fails, patients don't. Nat Med. 2010;16:974–5. doi: 10.1038/nm0910-974. [DOI] [PubMed] [Google Scholar]
- 18.Miller RE, Jones JC, Tometsko M, Blake ML, Dougall WC. RANKL inhibition blocks osteolytic lesions and reduces skeletal tumor burden in models of non-small-cell lung cancer bone metastases. J Thorac Oncol. 2014;9:345–54. doi: 10.1097/JTO.0000000000000070. [DOI] [PubMed] [Google Scholar]
- 19.Luis-Ravelo D, Anton I, Vicent S, Hernandez I, Valencia K, Zandueta C, Martinez-Canarias S, Gurpide A, Lecanda F. Tumor-stromal interactions of the bone microenvironment: in vitro findings and potential in vivo relevance in metastatic lung cancer models. Clin Exp Metastasis. 2011;28:779–91. doi: 10.1007/s10585-011-9409-5. [DOI] [PubMed] [Google Scholar]
- 20.Lazennec G, Richmond A. Chemokines and chemokine receptors: new insights into cancer-related inflammation. Trends Mol Med. 2010;16:133–44. doi: 10.1016/j.molmed.2010.01.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Zhong L, Roybal J, Chaerkady R, Zhang W, Choi K, Alvarez CA, Tran H, Creighton CJ, Yan S, Strieter RM, Pandey A, Kurie JM. Identification of secreted proteins that mediate cell-cell interactions in an in vitro model of the lung cancer microenvironment. Cancer Res. 2008;68:7237–45. doi: 10.1158/0008-5472.CAN-08-1529. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Tas F, Duranyildiz D, Oguz H, Camlica H, Yasasever V, Topuz E. Serum vascular endothelial growth factor (VEGF) and interleukin-8 (IL-8) levels in small cell lung cancer. Cancer Invest. 2006;24:492–6. doi: 10.1080/07357900600814771. [DOI] [PubMed] [Google Scholar]
- 23.Thomas P, Khokha R, Shepherd FA, Feld R, Tsao MS. Differential expression of matrix metalloproteinases and their inhibitors in non-small cell lung cancer. J Pathol. 2000;190:150–6. doi: 10.1002/(SICI)1096-9896(200002)190:2<150::AID-PATH510>3.0.CO;2-W. [DOI] [PubMed] [Google Scholar]
- 24.Spano D, Heck C, De Antonellis P, Christofori G, Zollo M. Molecular networks that regulate cancer metastasis. Semin Cancer Biol. 2012;22:234–49. doi: 10.1016/j.semcancer.2012.03.006. [DOI] [PubMed] [Google Scholar]
- 25.Duriseti S, Goetz DH, Hostetter DR, LeBeau AM, Wei Y, Craik CS. Antagonistic anti-urokinase plasminogen activator receptor (uPAR) antibodies significantly inhibit uPAR-mediated cellular signaling and migration. J Biol Chem. 2010;285:26878–88. doi: 10.1074/jbc.M109.077677. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Wei Y, Tang CH, Kim Y, Robillard L, Zhang F, Kugler MC, Chapman HA. Urokinase receptors are required for alpha 5 beta 1 integrin-mediated signaling in tumor cells. J Biol Chem. 2007;282:3929–39. doi: 10.1074/jbc.M607989200. [DOI] [PubMed] [Google Scholar]
- 27.Jee BK, Lee JY, Lim Y, Lee KH, Jo YH. Effect of KAI1/CD82 on the beta1 integrin maturation in highly migratory carcinoma cells. Biochem Biophys Res Commun. 2007;359:703–8. doi: 10.1016/j.bbrc.2007.05.159. [DOI] [PubMed] [Google Scholar]
- 28.Tango Y, Taki M, Shirakiya Y, Ohtani S, Tokunaga N, Tsunemitsu Y, Kagawa S, Tani T, Tanaka N, Fujiwara T. Late resistance to adenoviral p53-mediated apoptosis caused by decreased expression of Coxsackie-adenovirus receptors in human lung cancer cells. Cancer Sci. 2004;95:459–63. doi: 10.1111/j.1349-7006.2004.tb03232.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Smith MC, Luker KE, Garbow JR, Prior JL, Jackson E, Piwnica-Worms D, Luker GD. CXCR4 regulates growth of both primary and metastatic breast cancer. Cancer Res. 2004;64:8604–12. doi: 10.1158/0008-5472.CAN-04-1844. [DOI] [PubMed] [Google Scholar]
- 30.Mo W, Chen J, Patel A, Zhang L, Chau V, Li Y, Cho W, Lim K, Xu J, Lazar AJ, Creighton CJ, Bolshakov S, McKay RM, Lev D, Le LQ, Parada LF. CXCR4/CXCL12 mediates autocrine cell-cycle progression in NF1-associated malignant peripheral nerve sheath tumors. Cell. 2013;152:1077–90. doi: 10.1016/j.cell.2013.01.053. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Guerin E, Man S, Xu P, Kerbel RS. A model of postsurgical advanced metastatic breast cancer more accurately replicates the clinical efficacy of antiangiogenic drugs. Cancer Res. 2013;73(9):2743–8. doi: 10.1158/0008-5472.CAN-12-4183. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Bondareva A, Downey CM, Ayres F, Liu W, Boyd SK, Hallgrimsson B, Jirik FR. The lysyl oxidase inhibitor, beta-aminopropionitrile, diminishes the metastatic colonization potential of circulating breast cancer cells. PLoS One. 2009;4:e5620. doi: 10.1371/journal.pone.0005620. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Singla AK, Bondareva A, Jirik FR. Combined treatment with paclitaxel and suramin prevents the development of metastasis by inhibiting metastatic colonization of circulating tumor cells. Clin Exp Metastasis. 2014;31:705–14. doi: 10.1007/s10585-014-9661-6. [DOI] [PubMed] [Google Scholar]
- 34.Thakur S, Singla AK, Chen J, Tran U, Yang Y, Salazar C, Magliocco A, Klimowicz A, Jirik F, Riabowol K. Reduced ING1 levels in breast cancer promotes metastasis. Oncotarget. 2014;5:4244–56. doi: 10.18632/oncotarget.1988. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Downey CM, Singla AK, Villemaire ML, Buie HR, Boyd SK, Jirik FR. Quantitative ex vivo micro-computed tomographic imaging of blood vessels and necrotic regions within tumors. PLoS One. 2012;7:e41685. doi: 10.1371/journal.pone.0041685. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.