Abstract
Metastasis, a process that requires tumor cell dissemination followed by tumor growth, is the primary cause of death in cancer patients. An essential step of tumor cell dissemination is intravasation, a process by which tumor cells cross the blood vessel endothelium and disseminate to distant sites. Studying this process is of utmost importance given that intravasation in the primary tumor, as well as the secondary and tertiary metastases, is the key step in the systemic spread of tumor cells, and that this process continues even after removal of the primary tumor. High-resolution intravital imaging of the tumor microenvironment of breast carcinoma has revealed that tumor cell intravasation exclusively occurs at doorways, termed “Tumor MicroEnvironment of Metastasis” (TMEM), composed of three different cell types: a Tie2high/VEGFhigh perivascular macrophage, a Mena overexpressing tumor cell, and an endothelial cell, all in direct contact. In this review article, we discuss the interactions between these cell types, the subsequent signaling events which lead to tumor cell intravasation, and the role of invadopodia in supporting tumor cell invasion and dissemination. We end our review by discussing how the knowledge acquired from the use of intravital imaging is now leading to new clinical trials targeting tumor cell dissemination and preventing metastatic progression.
Keywords: Metastasis, Intravasation, Dissemination, Tumor Microenvironment, MenaINV, Invadopodia, TMEM Doorways, Intravital Imaging
Introduction
Despite significant advances in understanding tumor progression, metastatic disease remains the major cause of death in cancer patients. The traditional view of metastatic progression, framed by the Paget’s 126-year-old “seed-and-soil” hypothesis (1), is that circulating tumor cells (CTCs, the “seed”) detach from the primary tumor, enter into the circulation, and disseminate from the primary tumor to secondary sites (the “soil”) that are favorable for colonization: supporting extravasation, survival, and growth of secondary tumors. However, the recent development of new scientific methods and technologies, including intravital imaging, has challenged the implicit view that metastasis is a uni-directional process. For instance, it has been demonstrated that CTCs can disseminate in multiple directions, seeding not only to secondary sites, but also re-seeding primary site and seeding onward from the secondary to tertiary sites: a new metastatic model defined as “metastasis from metastases” (2–9).
However, it is becoming clear that tumor cells do not act alone in the process of dissemination, seeding, and metastasis, but instead interact with the extracellular matrix and the surrounding normal cells that constitute the tumor microenvironment (TME) (10–13). The TME includes several components. One such component is the set of ECM proteins (such as collagen, laminin, fibronectin, glycoproteins, and proteoglycans) that function as physical scaffolds for tissues and as sources of biochemical and biomechanical cues (14–17). Another component consists of secreted soluble factors and micro-vesicles that mediate bi-directional communication between tumor and host cells. These factors not only facilitate the growth and survival of the tumor cells, but also serve as chemoattractants by enhancing the recruitment and migration of other cells into the TME (18–20). Yet another component consists of host cells that are present in the tumor such as fibroblasts, myofibroblasts, endothelial cells, pericytes, adipocytes, macrophages, myeloid cells, etc. (21–28). All these cells work in concert to maintain tissue homeostasis. However, as the disease progresses, the tumor can recruit a variety of stromal cells, such as endothelial cells, pericytes, adipocytes, fibroblasts, and mesenchymal stromal cells, as well as immune cells, such as monocytes, NK, leukocytes, from the surrounding microenvironment, and from the bone marrow, to promote tumor progression and accelerate metastasis.
The interactions between tumor cells and the TME, and their role in promoting tumor progression and metastasis, have been described extensively (29,30). In this regard, the contribution of tumor-associated macrophages (a major component of the TME) in regulating immune response, angiogenesis, and tumor growth has been well recognized (31–37). However, less focus has been placed on the role of macrophages in tumor cell intravasation and dissemination, two crucial steps in the metastatic cascade (38). Part of the reason for this is the lack of tools which can allow the direct in vivo observation of, at single cell resolution, the interaction between macrophages and tumor cells that leads to tumor cell intravasation at the primary site, or extravasation at secondary sites. Recently, high-resolution intravital imaging of the murine breast TME has revealed dynamic heterotypic interactions (between tumor cells, macrophages, and other stromal cells) that mediate tumor cell intravasation and dissemination (39–42). These heterotypic interactions include: (i) the paracrine interaction between macrophages and tumor cells that is responsible for migration of tumor cells on collagen fibers towards the blood vasculature, a process known as tumor cell “streaming” migration (43–47); and (ii) the direct physical interaction between macrophages, tumor cells and endothelial cells, which is responsible for the assembly of the “Tumor MicroEnvironment of Metastasis” (TMEM) doorway, a stable portal into the vasculature that allows tumor cells to intravasate and disseminate to secondary, and possibly tertiary, sites (9,39,42,48–53). In this review, we will focus on describing the signaling and molecular mechanisms of TMEM doorways leading to tumor cell intravasation, and the role of invadopoda in orchestrating TMEM doorway assembly and tumor cell dissemination. Finally, this review will conclude with a brief description of a new therapeutic strategy aimed at preventing metastasis by directly targeting intravasation and dissemination.
MenaINV promotes Tumor Cell “Streaming” Migration with Macrophages toward Blood Vessels
To intravasate, tumor cells must detach from the primary tumor, migrate, cross the endothelium, and enter the circulation (54–56). A key event in promoting the migration of tumor cells and invasion of the vasculature is the epithelial-mesenchymal transition (EMT) program during which tumor cells down-regulate the epithelial cadherin proteins (E- or P-cadherin) that are required for maintenance of the integrity of the epithelium, and up-regulate mesenchymal cadherin proteins (N-cadherin) (57–60). These events lead to a subsequent disassembly of cell-cell adhesion junctions and the acquisition of a migratory and invasive phenotype through the reorganization of the actin cytoskeleton (59,61).
During EMT, Mammalian enabled (Mena), a member of the Enabled (Ena)/Vasodilator-Stimulated Phosphoprotein (VASP) family which is involved in actin dynamics, cell adhesion, and motility (62–65), is alternatively spliced giving rise to different isoforms of Mena (66–69). Mena contains two highly conserved regions, an N-terminal EnaA/ASP Homology-1 (EVH-1) domain, and a C-terminal Ena/VASP Homology-2 (EVH-2) domain (67). The EVH-1 domain mediates protein-protein interactions important for Ena/VASP localization and regulation (62,63), while the EVH-2 domain mediates interactions with the G- and F-actin (70,71). As tumor cells undergo EMT, Mena11a, an isoform containing an additional 21 amino acids in the EVH-2 domain and which confers an epithelial phenotype, is down-regulated (Mena11alow) resulting in a loss of epithelial cohesion (72–74). Next, the direct contact between Mena11alow tumor cells and macrophages in the microenvironment of the primary tumor induces in the tumor cells an increase in overall Mena expression (panMena), including the isoforms Menaclassic and MenaINV (MenaINVhigh) which contains an additional 19 amino acids inserted in the EVH-1 domain (66,69). The Mena expression pattern Mena11alow and panMenahigh, also known as MenaCalc, has been shown to be prognostic for the development of metastatic diseases in some subsets of breast cancer patients (75,76). Overexpression of the MenaINVhigh isoform confers to tumor cells a 50 fold increased sensitivity to gradients of Epidermal Growth Factor (EGF) and Hepatocyte Growth Factor (HGF) (77) secreted by the surrounding cells. This is accomplished by sequestering Protein Tyrosine Phosphatase 1B (PTB1B) away from the receptor tyrosine kinases (77–79) and results in a highly migratory and invasive tumor cell phenotype (73,80). The enhanced sensitivity to chemotactic growth factors (by 25-50 fold) enables MenaINVhigh tumor cells to increase cell protrusion and migrate along with macrophages on collagen fibers (blue line in the Fig 1A, left panel) toward an HGF-secreting endothelial cell generated gradient, a process known as multicellular “streaming” migration (Fig. 1A and 1B, left panels) (42–47). The multicellular streaming migration consists of a co-migration of MenaINVhigh tumor cells and macrophages, without cell-cell contacts, on collagen fibers toward the blood vasculature. At the molecular level, this co-migration is coordinated by an EGF - Colony Stimulating Factor 1 (CSF1) paracrine loop (81,82). In this loop, tumor cells secrete CSF1, which attracts CSF1 receptor (CSF1R)-expressing macrophages toward them and stimulates the macrophages to secrete EGF (82). In turn, the EGF increases the migration of EGF receptor (EGFR)-expressing tumor cells, which respond by migrating towards the macrophages and secreting more CSF1 (77,81–85). These events lead to a chemotactic axis in which the EGF/CSF1 signals are amplified from one cell to the next and keep macrophages and MenaINVhigh tumor cells in close proximity. However, while EGF/CSF1 signals between macrophages and MenaINVhigh tumor cells mediates pairing and streaming, HGF/C-Met signaling attracts tumor cells towards blood vessels (86) and TMEM associated blood vessels in particular (39,42). MenaINV expression drastically increases the sensitivity of the c-Met receptor in tumor cells to its HGF ligand, leading to a directional migration of tumor cells along with macrophages towards blood vessels (86) where they intravasate at TMEM doorways (42,51,52). The essential role of the paracrine EGF/CSF1 loop and the HGF/C-Met signaling were confirmed by the fact that a genetic or pharmacological ablation of either EGF or CSF1, or pharmacological inhibition of the c-Met receptor significantly impairs migration of both cell types and blocks tumor cell streaming and metastasis in in vivo models (47,81,82,84,86). Furthermore, macrophage depletion by genetic ablation in transgenic mice (Csf1op/Csf1op) (39,81), or by systemic treatment with clodronate liposomes (39,43), leads to a significant decrease of streaming motility.
MenaINV is important for Invadopodium Formation.
Once tumor cells reach blood vessels by streaming migration with macrophages, they must enter the blood space to travel to distant organs. This process, called “transendothelial migration”, requires tumor cells to penetrate the basement membrane and the endothelial barrier surrounding blood vessels. Invadopodia are F-actin-rich specialized protrusions that degrade extracellular matrix and are required for transendothelial migration of tumor cells through TMEM doorways during tumor cell intravasation (87,88). MenaINVhigh expression is critical for the formation of mature invadopodia during transendothelial migration (50,88,89). Mechanistically, invadopodium formation requires the recruitment of cofilin, neural Wiskott-Aldrich syndrome protein (N-WASP), and the Actin-related protein 2/3 (ARP2/3) complex (90–93). Various extracellular stimuli including EGF, cofilin, and N-WASP induce the rapid actin polymerization required for membrane protrusion by activating the actin nucleation activity of the Arp2/3 complex (88,94,95). Both cofilin and N-WASP have been shown to initially activate Arp2/3 in the invadopodium precursor core (88,96). Finally, invadopodium maturation is associated with an actin polymerization causing protrusion elongation, matrix metalloproteinase (MMP) recruitment, and ECM degradation (88,97). The MenaINVhigh expression stimulates invadopodial assembly and function in tumor cells by enhancing the phosphorylation of cortactin at tyrosine 421, a well-known regulatory step in tumor cell invasion (98). Specifically, MenaINVhigh expression inhibits dephosphorylation of cortactin by displacing PTP1B from the invadopodia (98). In preventing the localization of PTP1B to invadopodia, MenaINVhigh sensitizes tumor cells to a range of extracellular stimuli such the growth factors EGF and HGF (77) as well as ECM signals that promote invadopodial maturation (88). The role of Mena in tumor cell intravasation was demonstrated by genetic ablation of the Mena gene in a mouse model of spontaneous breast carcinoma which resulted in dramatically reduced CTCs and overall metastatic burden (99).
Invadopodia are important for TMEM Doorway Function.
Intravital microscopy studies have demonstrated that invadopodia are also important for transendothelial migration and vascular invasion (42,50,88,89), showing that TMEM-tumor cells use invadopodia to keep the doorways open, resulting in tumor cell intravasation of non-TMEM tumor cells (42,50,89). Juxtacrine interactions between macrophages and tumor cells in and around TMEM doorways result in Notch-Jagged signaling (red line in Fig. 1A, right panel) (89) and MenaINV-dependent invadopodium formation in the TMEM-tumor cell (Fig. 1B, right panel) (73,87,89). Indeed, pharmacological inhibition of the Notch pathway, or suppression of direct cell-cell contact, significantly reduced MenaINV expression in tumor cells (50,89).
TMEM Doorways in the Primary Tumor Are Sites of Tumor Cell Intravasation and Dissemination to Secondary Sites.
Direct imaging of intravasation sites in breast tumors has demonstrated that tumor cell intravasation does not occur in the stroma surrounding the tumors, nor randomly along the tumor associated vasculature, but is instead restricted to within the tumor nests (100) and occurs exclusively at TMEM doorways (42,50,53). Given the location of these doorways, and to distinguish them from TMEM doorways located in secondary sites, we have in this review termed TMEM in the primary tumor as P-TMEM doorways, and those at secondary sites (such as the lung and lymph nodes) as S-TMEM doorways.
The P-TMEM perivascular macrophages are Tie2high (42), originate from a committed bone marrow-derived monocyte lineage, and are capable of transdifferentiating into M2-like, noninflammatory macrophages (101–103). Macrophage depletion strategies have recently provided insight in the kinetics of macrophage recruitment and homing into the perivascular niche, and at TMEM in particular (104). Specifically, it was shown that peripheral monocytes expressing the chemotactic receptor CCR2 are recruited in the tumor microenvironment through increased intratumoral expression of CCL2 (104,105). Once CCR2+ monocytes infiltrate the tumor parenchyma, they transdifferentiate into macrophages, migrate towards hypoxic areas away from blood vessels, and start expressing the chemokine receptor CXCR4 (104), possibly under the control of TGF-beta (104,106). This newly-generated CXCR4+ macrophage subpopulation becomes responsive to CXCL12 chemotactic gradients (generated by the blood vascular endothelium and perivascular fibroblasts (104,107,108) and migrates towards the perivascular niche where it subsequently assembles P-TMEM doorways with a Mena expressing tumor cell and an endothelial cell (104).
It has recently been demonstrated that the opening of P-TMEM doorways depends on the release of VEGF from the Tie2high perivascular macrophage, which in turn causes a local disruption of the underlying endothelial-specific junction proteins Zonula Occludens-1 (ZO-1) and Vascular-Endothelial Cadherin (VE-CAD) (42). This disruption results in a transient opening of the endothelial wall during which MenaINVhigh migrating tumor cells are able to intravasate, enter into the blood circulation, and disseminate to secondary sites (Fig. 1A, right panel) (42). During transendothelial migration of tumor cells, the P-TMEM-associated tumor cell and the P-TMEM-associated macrophage neither migrate nor intravasate, but rather remain affixed to the endothelium and define a site of vascular weakness exploited by other dissemination competent tumor cells (42,104). The opening of a P-TMEM doorway can be directly visualized (in real time, using multiphoton microscopy in live tissue) as the localized transient leakage into the interstitial space of an intravascularly injected high-molecular weight fluorescently labeled dextran dye that is otherwise incapable of perfusing from normal or even angiogenic vessels (Fig. 1C, middle panel) (42,53,109,110). The critical role of Tie2high/VEGFhigh perivascular macrophages in the activity of P-TMEM doorways was demonstrated by the fact that conditional ablation of either macrophages themselves in PyMT transgenic mice, or VEGF specifically within the monocyte/macrophage lineage in FVB mice, dramatically inhibits P-TMEM function, and consequently, tumor cell intravasation and CTCs (42,81).
Importantly, the P-TMEM doorways have also been identified in primary tumors resected from human breast cancer patients using a triple immunostain identifying Mena-overexpressing tumor cells, macrophages, and endothelial cells, all in direct contact (Fig. 1D). Scoring of P-TMEM counts within these paraffin-embedded samples has been shown to be prognostic for the development of distant metastasis in patients (49,51,52,111) and clinical validation of P-TMEM doorways as a prognostic maker is discussed in the “P-TMEM Doorways in Human Breast Carcinoma: A Prognostic Marker for Risk of Distant Recurrence” section below.
TMEM Doorways at Secondary Sites Are Sources of Tumor Cell Re-Intravasation and Re-Dissemination to Tertiary Sites.
The dynamic interaction between macrophages, tumor cells, and endothelial cells has also been reported in the microenvironment of the metastatic (secondary) site, defined here as S-TMEM doorways. TMEM doorways have been identified in samples of metastatic sites (the lung) taken from mouse models of breast cancer as well as human patients (112). In addition, TMEM doorways have been identified in association with angiogenic blood vessels within metastatic lymph node tumor cell nests (113).
High-resolution intravital imaging of lung metastasis in live mice has revealed that S-TMEM doorways are indeed active. The activity of S-TMEM doorways has been demonstrated by the visualization, in live tissue, of the transient permeability and leakage of vascular contents into the interstitium, identical to that observed in P-TMEM (112). The presence of functional S-TMEM doorways in lung metastases indicates that dissemination of tumor cells may also occur from secondary sites, allowing tumor cells to re-intravasate, enter the blood circulation, seed back to the primary tumor, and/or re-disseminate to tertiary sites.
Together, the findings in lung and lymph nodes indicate that TMEM doorways are a universal mechanism for tumor cell dissemination that is not restricted solely to the primary tumor microenvironment, but additionally implicated in tumor cell re-dissemination from metastatic sites. The clinical observation that CTCs can be found in the blood of patients years or decades after the removal of their primary tumor (114,115) may thus be a result of S-TMEM doorways allowing metastatic tumor cells to continually disseminate into the blood circulation, supporting a new model of metastasis where tumor cells disseminate not only from primary to secondary sites, but, but rather multi-directionally.
P-TMEM Doorways in Human Breast Carcinoma: A Prognostic Invadopodium Associated Marker of Risk of Recurrence
As previously mentioned, P-TMEM doorways have been identified not only in mouse, but also in human breast carcinoma, and many studies have been conducted to assess the prognostic ability of TMEM for risk of recurrence (49,51,52,111). In a first-retrospective study, a case-control analysis was performed on 30 patients who developed distant metastasis and 30 matched patients who did not (49). P-TMEM density was not correlated with tumor size or grade, lymph node metastasis, lymphovascular invasion, nor hormone receptor status. However, P-TMEM density was significantly greater in the group of patients who developed distant metastases compared to the patients who did not In a second-retrospective study, a case-control analysis was performed in a cohort of 250 matched pairs (51). Case patients were women who subsequently developed metastasis and were matched (1:1) with control subjects who did not developed distant recurrence. TMEM density within the highest tertile was associated with increased risk of distant metastasis in patients with ER+ / HER2– breast cancer (51,111).
The P-TMEM score (also known as MetaSite Score) has now been clinically validated in ER+/HER2– breast cancer, making TMEM the first ever biomarker specifically for metastasis, and it gives complimentary information regarding distant recurrence in patients with low OncotypeDx score (111). Clinically, patients who have high P-TMEM score would presumably need to be monitored very closely, even after resection of the primary tumor, as they have a high risk of tumor cell dissemination to the secondary site that could subsequently re-disseminate via S-TMEM doorways to tertiary sites. These patients would thus be candidates for a combination treatment containing chemo- or other targeted therapies (to suppress the growth of tumor cells) and drugs designed to “seal” the TMEM doorways and prevent dissemination. A discussion of this therapeutic strategy to block tumor cell dissemination is presented below in the “Sealing the Doorways to Tumor Cells: Therapeutic Strategy” section.
Sealing the Doorways to Tumor Cells: Therapeutic Strategy
The identification of TMEM doorways both in the primary tumor and at secondary sites clearly indicates that TMEM is a common mechanism of tumor cell dissemination from all metastatic sites. Therefore, a pharmacological inhibition capable of “sealing” the TMEM doorways and blocking dissemination is a promising therapeutic strategy to eliminate CTCs and prevent metastatic progression.
As previously discussed, TMEM-dependent vascular permeability is mediated by VEGF released from the TMEM-bound Tie2high/VEGFhigh macrophages. We have previously shown that macrophage specific depletion of VEGFA reduces transient vascular permeability and circulating tumor cells (42). However, while anti-angiogenic treatments targeting VEGF (such as bevacizumab and other VEGFA pathway inhibitors) have shown efficacy in decreasing tumor angiogenesis and disease burden in both the preclinical and clinical settings (116,117), it has been demonstrated that cancer patients develop therapeutic resistance (118). One of the mechanisms of tumor resistance (or recurrence after anti-angiogenic therapy) has been attributed to tumor-infiltrating myeloid cells in response to cell death and hypoxia after vascular regression (118). Therefore, Tie2 has become an attractive pharmacological target for the suppression of tumor dissemination. In fact, a small molecule inhibitor of Tie2 signaling, rebastinib, was recently shown to be useful for this purpose (53,119). Rebastinib, a selective inhibitor of the Tie2 receptor tyrosine kinase that has pico-molar affinity, inhibits kinase activity by an allosteric “switch pocket control” mechanism and prevents Tie2high macrophages from inducing TMEM-dependent vascular permeability and cancer cell dissemination (53,119). A pre-clinical study demonstrated that rebastinib blocks TMEM function in both mouse models of spontaneous breast carcinoma and pancreatic neuroendocrine carcinoma, resulting in reduced vascular permeability and tumor cell intravasation, and decreased CTCs in the blood (119). In addition, the combination of rebastinib with paclitaxel significantly increased the overall survival of paclitaxel-treated mice when compared to mice treated with chemotherapy alone, even after resection of the primary tumor. The increased survival after primary tumor resection demonstrates that rebastinib is capable of blocking tumor cell re-dissemination from metastatic sites and shows that rebastinib has clinical utility, even after surgical removal of the primary tumor. Furthermore, the observation that rebastinib specifically inhibits TMEM-dependent intravasation and dissemination has been confirmed using breast cancer patient-derived xenografts (53).
Based on these pre-clinical studies, rebastinib has been approved for several clinical trials, including a phase 1b trial in women with metastatic breast cancer (NCT02824575) where the safety profile of rebastanib in combination with anti-tubulin therapy (paclitaxel or eribulin) is being evaluated along with its efficacy on preventing tumor cell dissemination (determined by measuring the levels of CTCs). Two other multi-center phase 1b/2 clinical trials are testing the safety profiles of rebastinib in combination with carboplatin (NCT03717415) and paclitaxel (NCT03601897) in patients with locally advanced or metastatic solid tumors; specifically, breast cancer, ovarian cancer, mesothelioma, and endometrial cancer.
It is becoming increasingly clear that classic chemotherapy treatments that aim to reduce tumor growth need to be combined with treatments aimed at blocking dissemination from all metastatic sites to effectively block metastatic progression (120–122). Such a therapeutic combination is believed to be capable of efficiently eradicating minimal residual disease and prevent metastatic relapse. Indeed, early results of the clinical trials are revealing promising results with dramatic reductions in CTCs observed in many patients (123).
Conclusion
Despite the progress that has been made in cancer therapeutics, metastatic disease remains the main cause of cancer-related deaths. Metastasis, defined as the growth of secondary tumors at distant sites, is the endpoint of a dynamic and complex series of events that begins with the growth of a primary tumor, is followed by intravasation and dissemination of motile tumor cells, and ends with the growth of a secondary tumor. Most studies of metastasis to date have focused on the steps that occur after extravasation at the secondary site (i.e. growth of the secondary tumor). As such, current therapeutic strategies have been designed to target only the growth of primary and/or secondary tumors. However, tumor cell dissemination and growth are not always linked (124). For instance, clinical studies have found CTCs in the blood of patients years or decades after the removal of their primary tumor (125–128) indicating that the systematic dissemination of tumor cells from secondary metastatic sites regularly continues, even when the primary tumor has been removed. Nevertheless, intravasation and dissemination have been less studied, in part due to a lack of methods that allow the direct observation of these processes in vivo in real time.
Recently, advances in technology, including high-resolution multiphoton intravital imaging of breast tumors, have provided unparalleled insight into the mechanisms of cell migration and the interactions of tumor cells with their surrounding microenvironment during intravasation. Intravital imaging of the breast tumor microenvironment has led to the discovery of: 1) the paracrine interaction between tumor cells and macrophages; 2) the role macrophages play in assisting the migration of tumor cells towards blood vessels; 3) how the direct interaction between macrophages, tumor cells, and endothelial cells leads to the assembly of TMEM doorways; and 4) the involvement of invadopodia in TMEM doorway function as an essential step in intravasation.
Interestingly, the identification of functional TMEM doorways, not only in primary tumors but also in secondary metastatic sites, demonstrates that TMEM doorways are not restricted solely to the primary tumor microenvironment but are additionally implicated in tumor cell re-dissemination from metastatic sites. This indicates that TMEM doorways are a common mechanism of tumor cell dissemination, present at all tumor sites and during all stages of breast cancer progression, supporting the concept that it is “never too late” to block dissemination and to treat metastatic patients. Currently, TMEM score, the first biomarker of metastasis, is clinically validated as a biomarker for prognostication of metastatic risk in breast cancer patients. As we are rapidly entering the era of precision medicine for cancer treatment where biomarkers are used to determine the first-line treatment for cancer patients, it is crucial to continue to develop additional reliable metastasis specific biomarkers that can be used to determine optimal treatments for these patients.
Acknowledgments
This work was supported by grants from the NCI (CA150344, CA100324 and CA216248), the Gruss-Lipper Biophotonics Center and its Integrated Imaging Program, Montefiore’s Ruth L. Kirschstein T32 Training Grant of Surgeons for the Study of the Tumor Microenvironment (CA200561), METAvivor Early Career Investigator Award and an IRACDA fellowship where the content is solely the responsibility of the authors and does not necessarily represent the official views supporting K12GM102779.
Footnotes
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