Abstract
Dissemination of tumor cells is an essential step in metastasis. Direct contact between a macrophage, Mena over-expressing tumor cell and endothelial cell [Tumor MicroEnvironment of Metastasis (TMEM)], correlates with metastasis in breast cancer patients. Here we show, using intravital high-resolution two-photon microscopy, that transient vascular permeability and tumor cell intravasation occur simultaneously and exclusively at TMEM. The hyperpermeable nature of tumor vasculature is described as spatially and temporally heterogeneous. Using real-time imaging we observed that vascular permeability is transient, restricted to TMEM, and required for tumor cell dissemination. VEGFA signaling from Tie2Hi TMEM macrophages causes local loss of vascular junctions, transient vascular permeability and tumor cell intravasation, demonstrating a role for TMEM within the primary mammary tumor. These data provide insight into the mechanism of tumor cell intravasation and vascular permeability in breast cancer, explaining the value of TMEM density as a predictor of distant metastatic recurrence in patients.
Keywords: metastasis, breast cancer, intravital multiphoton microscopy, tumor-associated macrophage, TMEM, Mena, transendothelial migration
INTRODUCTION
For almost two decades tumor vasculature has been described as abnormal with increased vascular permeability (1, 2). Vascular endothelial growth factor A (VEGFA) is known to promote vascular permeability, and inhibition of VEGFA results in the normalization of tumor vasculature and a decrease in permeability (3, 4). Due to the significant effects of VEGFA on tumor angiogenesis and vascular permeability inhibitors of VEGF signaling have become an important research focus in the development of anti-tumor therapies.
Tumor-associated macrophages (TAMs) have been implicated in tumor progression, angiogenesis and metastasis (5, 6). A subpopulation of perivascular TAMs that have features of pro-tumorigenic macrophages, promoting tumor angiogensis and metastasis, has been identified as Tie2-expressing macrophages (TEMs) (7). Perivascular macrophages are also an essential component of the microanatomical sites termed “Tumor MicroEnvironment of Metastasis” (TMEM) that consist of a TAM in direct contact with a Mammalian enabled (Mena) over-expressing tumor cell and endothelial cell (8). TMEM have been associated with tumor cell intravasation (9, 10) and TMEM density predicts distant metastatic recurrence in breast cancer patients independently of other clinical prognostic indicators (8, 11). However, the mechanistic link between perivascular macrophages and tumor cell intravasation remained unclear. Further, hyperpermeability in tumor vasculature is not uniform, but rather is spatially and temporally heterogeneous (12). In a VEGFA overexpression model inducing vascular permeability, the presence of macrophages at vascular branch points was observed at hotspots of vascular permeability (4). Although hyperpermeability of tumor vasculature is widely accepted, a mechanistic understanding of the heterogeneity of vascular permeability, the contribution of TAMs, and the link with tumor cell intravasation has not been described.
Here we show, using intravital high-resolution two-photon microscopy, that transient vascular permeability events are restricted to TMEM sites of Tie2Hi/VEGFAHi perivascular macrophages. Local loss of vascular junctions at TMEM results in transient vascular permeability and tumor cell intravasation in the spontaneous autochthonous mouse mammary cancer model where the mouse mammary tumor virus long terminal repeat drives the polyoma middle T antigen (MMTV-PyMT), the human patient-derived xenograft model, TN1, and human metastatic breast cancer.
RESULTS
TMEM-associated tumor cells and macrophages are stationary in TMEM structures
To examine the functional role of TMEM in tumor cell dissemination we used the spontaneous autochthonous mouse mammary cancer model where the mouse mammary tumor virus long terminal repeat drives the polyoma middle T antigen (MMTV-PyMT), in which tumors exhibit histology similar to human luminal breast cancer, and progress to metastasis (13). Immunohistochemistry (IHC) revealed that TMEM structures in mouse tumors have the same microanatomical structure as identified in humans (fig. S1A) (11). TMEM density and circulating tumor cells increase with tumor progression with elevated TMEM scores in late carcinoma (LC) as compared to early carcinoma (EC) as seen by IHC (fig. S1A–C) though total perivascular macrophage (including macrophages not associated with tumor cells) density is not significantly different (13). High-resolution imaging demonstrates that in TMEM structures tumor cells and macrophages extend protrusions but are relatively non-migratory and stay in direct contact over time (fig. S1D).
Vascular permeability and tumor cell intravasation occur concurrently at TMEM
To directly observe TMEM function in vivo we used extended time-lapse IVM with high spatial and temporal resolution. To visualize blood flow, vessels were labeled with a high molecular weight compound (155 kDa dextran or quantum dots) (1, 14) (Fig. 1, 2, 3 and fig. S2). In PyMT LC, migratory tumor cells and macrophages stream towards TMEM at sites with vascular permeability whereupon tumor cells undergo transendothelial migration at TMEM (Fig. 1A–E, fig. S2A–E). In LC, transient, local blood vessel permeability was observed at TMEM sites by the extravasation of quantum dots (fig. S2A and B) or 155 kDa dextran-tetramethylrhodamine (TMR) (Fig. 2A, B, 3C fig. S2C–E, and Movie S1). Further, tumor cell intravasation occurs at TMEM sites concurrently with transient permeability (Fig. 2A–H and S2C–E). Transient vascular permeability at TMEM is spatially and temporally heterogeneous (fig. S2F), with events of permeability and tumor cell intravasation at TMEM occurring predominantly at vascular branch points (fig. S2G). Transendothelial crossing of tumor cells is visualized by the hourglass shape of tumor cells as they are partially in the vessel lumen and partially in the tissue (Fig. 1C, 2A, C–E and fig. S2E). During transendothelial migration of tumor cells, the TMEM tumor cell and macrophage neither migrate nor intravasate, indicating that tumor cells entering the blood vessel at TMEM are supplied by the migratory stream of cells (Fig 1A, B and D). The stationary phenotype of these cells is consistent with previous results showing macrophage contact -initiated invadopodium formation uniquely in the TMEM tumor cell (9) and that perivascular invadopodium-containing tumor cells are relatively non-motile in vivo (15).
The peak of extravascular dextran intensity and the appearance of circulating tumor cells coincide temporally and spatially (Fig. 2A–E, H, fig. S2, and Movie S1) demonstrating a direct link between localized blood vessel permeability and tumor cell intravasation at TMEM. The coincidence of spontaneous, transient vascular permeability with tumor cell intravasation at TMEM also has been observed in a patient-derived xenograft model of triple-negative breast cancer, TN1 (fig. S3).
To confirm that TMEM is associated with transient vascular permeability and tumor cell intravasation a 100 μm window, the approximate width of a TMEM site, was consecutively slid along all blood vessels (window measurement) to quantify the frequency of tumor cell intravasation and vascular permeability events in the presence or absence of TMEM (fig. S4). Vascular permeability and tumor cell intravasation occur exclusively within the 100 μm window when it contains a TMEM, but never when the 100 μm window does not contain a TMEM in PyMT (Fig. 2F and G). Similar results were observed in the human TN1 model (fig. S3C and D) highlighting the importance of TMEM in transient vascular permeability and tumor cell intravasation.
Vascular permeability at TMEM is a highly localized and transient event
Tumor vasculature has been previously described as abnormal with increased vascular permeability, which has been attributed to larger vascular intercellular openings (1, 12, 16). However, vascular permeability is not spatially or temporally uniform, with hotspots at vascular branch points (4, 12). Here we demonstrate that vascular permeability is transient, occurs exclusively at TMEM sites, and is temporally heterogeneous, explaining the previously unresolved heterogeneity in vascular permeability (Fig. 2F and fig. S2E). Events of spontaneous, local vascular permeability and tumor cell intravasation at TMEM occur predominantly at vascular branch points, consistent with previous reports of vascular permeability (fig. S2G). If tumor blood vessels were uniformly leaky high-molecular weight vascular probes would extravasate immediately and continuously after injection. While the high-molecular weight probe, 155 kDa dextran-TMR, remains in the vasculature in the absence of transient TMEM-associated permeability events for the duration of the time-lapse imaging, a low molecular weight dextran, 10 kDa dextran-FITC, below the molecular cutoff size of the endothelium (1, 14) leaks from blood vessels and clears from the vascular space (fig. S5).
Further, transient permeability events are distinct from mechanical damage to the endothelium. After creating a 2 μm hole in the endothelium with a laser, 155 kDa dextran-TMR extravasates continuously, filling the field of view (Fig. 3A). By contrast, VEGFA-mediated permeability is transient (12). Intravenous injection of VEGFA165, the soluble isoform of VEGFA with properties of native VEGF (17), results in vascular permeability with peak intensity of extravascular dextran at 20 min (Fig 3B). Spontaneous vascular permeability at TMEM follows similar kinetics to VEGFA165-mediated permeability with peak intensity of extravascular dextran at 20 min but is restricted to individual TMEM sites (Fig. 3C). The curves obtained for average intensity of extravascular 155 kDa dextran-TMR after laser damage, VEGFA165 and spontaneous permeability were fit to an exponentially modified Gaussian function (Fig 3D and E). While the curve for laser damage does not have a clearance term as dextran continues to extravasate for the entire time-lapse, both the VEGFA165 and spontaneous curves have similar extravasation and clearance rates. A significant difference between VEGFA165 and spontaneous TMEM-mediated permeability is that permeability at TMEM is highly local, while VEGFA165 results in dextran extravasation from all blood vessels within a FOV. Thus the area of extravascular 155 kDa dextran-TMR from local TMEM-mediated permeability is markedly less than permeability from VEGFA165 or laser-induced damage (Fig 3F) further emphasizing the local nature of TMEM-mediated vascular permeability.
TMEM-associated macrophages are essential for vascular permeability and tumor cell intravasation
To determine if TMEM macrophages regulate vascular permeability and tumor cell intravasation, macrophages were depleted in the mammary tumor using the previously characterized mouse model, MAFIA (macrophage fas-induced apoptosis) (18, 19) with orthotopic MMTV-PyMT tumor implants. Depletion of macrophages is systemic, including the mammary tumor, thus resulting in a depletion of TAM and TMEM by 67% and 72% respectively (Figure 4A–C). When macrophages are depleted, extravascular dextran decreases, as does the number of circulating tumor cells (Fig. 4D–F). These data demonstrate that macrophages are essential for vascular permeability and tumor cell intravasation at TMEM.
Since blood vessel permeability observed by IVM is restricted to TMEM, we examined if vascular junction protein localization was altered in the absence of macrophages, reflecting a requirement for macrophage-dependent signaling events to induce vascular permeability. Staining for vascular junction proteins ZO-1 and VE-Cadherin increased in the tumor vasculature after depletion of macrophages in MAFIA mouse tumors (Fig. 4D, G and H) indicating that macrophages are involved in vascular junction disassembly during vascular permeability events at TMEM.
Tie2-expressing macrophages are localized in TMEM structures
In PyMT mammary carcinoma, a subpopulation of TAMs has been identified as Tie2Hi perivascular macrophages (7, 20, 21). Tie2-expressing macrophages (TEMs) have been shown to upregulate the Tie2 tyrosine kinase receptor by 100 fold after recruitment to the tumor (22). TEMs have features of pro-tumorigenic macrophages and promote tumor angiogenesis (7). TEMs are further characterized as MRC1+/CD11b+/F4/80+/CD11c- and are associated with CD31+ tumor blood vessels (20). Thus, we sought to determine if Tie2-expressing macrophages are located in TMEM. Immunofluorescence of TMEM markers Mena (tumor cells), CD31 (endothelial cells) and CD68 (macrophage) (Fig. 5A) compared to Tie2, VEGFA and CD31 in sequential tissue sections demonstrates that Tie2Hi/VEGFAHi macrophages are enriched in TMEM structures (Fig. 5B and fig. S6A–E). VEGFA is elevated in Tie2Hi macrophages, as compared to the adjacent endothelial cells and surrounding tumor tissue (Fig. 5C and D). Further, 100% of Tie2Hi/VEGFAHi TMEM-associated macrophages express the TEM markers MRC1, CD11b and F4/80 while lacking CD11c (Fig. 5E, F and fig. S6).
Inhibition of VEGFA signaling reduces vascular permeability and tumor cell intravasation
To investigate the importance of VEGFA in TMEM function we blocked VEGFA binding to VEGF receptors using a neutralizing antibody (B20-4.1.1), and found a decrease in extravascular dextran and circulating tumor cells (Fig. 6A–C). Binding of VEGFA to VEGR2 leads to junction disassembly (23). Vascular ZO-1 and VE-Cadherin staining increased during VEGFA inhibition suggesting an increase in integrity of endothelial adherens and tight junctions from reduced bioavailability of VEGFA, including VEGFA from TMEM (Fig. 6A, D and E).
VEGFA signaling from Tie2Hi/VEGFAHi TMEM macrophages mediates vascular permeability and tumor cell intravasation
To determine if the subpopulation of Tie2Hi/VEGFAHi macrophages in TMEM are an essential source of VEGFA in the tumor microenvironment required for transient vascular permeability at TMEM and tumor cell intravasation, VEGFA was selectively ablated in monocytes and macrophages using the Vegfaflox/flox;Csf1r-Mer-iCre-Mer transgenic mouse depletion model of Vegfa that targets myeloid cells expressing Csf1r, including both Ly6CHi and Ly6CLo populations, including the TEM population (24). Macrophage-specific depletion of VEGFA reduced transient vascular permeability, and circulating tumor cells, while restoring vascular junctions (Fig. 6F–J). Immunofluorescence of sequential sections demonstrates that blood vessels adjacent to CD68+/Tie2Hi/VEGFAHi TMEM macrophage have significantly reduced vascular VE-Cadherin/CD31 relative intensity compared to regions of vasculature away from TMEM sites in Vegfaflox tumors (Fig. 7A and B). Further, when VEGFA has been ablated in Vegfaflox;Csf1r-Cre tumors VE-Cadherin/CD31 relative staining intensity is the same along the tumor vasculature as in regions away from TMEM (Fig. 7C and D). Therefore, vascular junction integrity, as measured by VE-Cadherin/CD31 relative staining intensity, is only significantly reduced in regions of vasculature adjacent to VEGFAHi TMEM macrophages in TMEM (Fig. 7E). Further, pericyte coverage of the vasculature is reduced in regions of VEGFAHi TEMs in TMEM as compared to regions away from VEGFAHi TMEM structures (fig. S6F – H). A decrease in pericyte coverage of vasculature has been correlated with increased metastasis and vascular permeability (25).
To establish the relevance of Tie2Hi/VEGFAHi macrophages in TMEM structures in mediating vascular permeability and tumor cell dissemination in metastastic breast cancer, vascular junction staining was measured in human breast cancer patient samples. Staining of sequential sections demonstrates that blood vessels adjacent to Tie2Hi/VEGFAHi macrophages in TMEM have significantly reduced vascular VE-Cadherin fluorescence intensity compared to regions of vasculature away from TMEM (Fig. 7F, G and fig. S7).
Together these data establish that the Tie2Hi/VEGFAHi TMEM macrophages interact with endothelial cells through VEGFA signaling to mediate local, transient blood vessel permeability demonstrating the mechanism underlying the clinically-demonstrated association of TMEM density with metastatic recurrence of breast cancer.
DISCUSSION
Although the abnormality and permeability of tumor vasculature has been well characterized, the mechanism leading to spatial and temporal heterogeneity in permeability has not been resolved. The use of high-resolution multiphoton microscopy has allowed for the study of vascular permeability and tumor cell dissemination in mammary carcinoma at unprecedented spatial and temporal resolution. Our data show that in the PyMT authochthonous mouse mammary carcinoma and human patient-derived xenograft TN1 models, that vascular permeability is dynamic, localized, and restricted to TMEM. These data are consistent with previous findings that hyperpermeability of tumor vasculature is heterogeneous and often in the presence of perivascular macrophages (4), but further explains the observed heterogeneity and that tumor cell intravasation occurs at sites of vascular permeability.
The sites of dynamic tumor vascular permeability have been identified at sites of VEGFAHi perivascular macrophages at TMEM. The clinical significance of TMEM density in predicting metastatic risk has been recently expanded to a large cohort of patients, further emphasizing the importance of TMEM in breast cancer metastasis (11). These data demonstrate that Tie2Hi/VEGFAHi perivascular macrophages in TMEM share the characteristics of the pro-angiogenic and pro-metastatic Tie2-expressing macrophages (7). Thus, we have been able to expand our understanding of the function of this subset of TAMs in the tumor microenvironment in promoting metastasis.
Mechanistically, macrophage/tumor cell streams migrate to TMEM sites through the EGFR/CSF-1R paracrine loop (26). Elevated expression of VEGFA in the Tie2Hi TMEM macrophage results in transient permeability of tumor blood vessels proximal to TMEM that occurs by disassembling endothelial cell junctions. The simultaneous attraction of migratory tumor cells and transient blood vessel permeability results in a concurrent spike in tumor cell intravasation with vascular permeability at TMEM sites (Fig. 7H). These data, together with the clinical association of TMEM with distant metastatic tumor recurrence in human breast cancer patients explain why TMEM density can predict metastasis and argues for the development of therapeutic approaches targeted against both TMEM formation and function.
Materials and Methods
Mice
All studies involving mice were carried out in accordance with the National Institutes of Health regulation concerning the care and use of experimental animals and approved by the Albert Einstein College of Medicine Animal Care and Use Committee. PyMT (MMTV-PyMT) transgenic mice were bred in house. Mafia mice [C57BL/6-Tg(Csf1r-EGFP-NGFR/FKBP1A/TNFRSF6)2Bck/J] were obtained from The Jackson Laboratory and were implanted with tumor pieces (2 mm × 2mm) into the 4th mammary fat pad on the left side. For multiphoton microscopy transgenic mice were generated to label the myeloid lineage and mammary tumor cells by crossing MacBlue mice [Csf1r-GAL4VP16/UAS-enhanced cyan fluorescent protein (ECFP)](27) in C57BL/6 background with Tg(MMTV-iCre)-Tg(loxP-stop-loxP-PDendra2)jwp (28) mice of FVB background. The FVB macrophage-specific (Csf1r promoter), tamoxifen-inducible Cre expressing Tg(Csf1r-Mer-iCre)1jwp transgenic mouse was crossed with Vegfaflox/flox mice. Depletion of Vegfa in myeloid cells was induced by daily subcutaneous injection of 3 mg tamoxifen in corn oil per mouse for 2 d before injection of 155 kDa TMR-dextran (24). TN1 cells were isolated from a pleural effusion sample from a patient with triple negative breast cancer (ER-/PR-/Her2-) and transduced to express GFP (29). TN1-GFP patient-derived cells are only passaged in vivo in NOD.SCID mice (Jackson Laboratories) by orthotopic injection of 106 dissociated tumor cells mixed with 50% matrigel (BD Biosciences) into the 4th mammary fat pad on the left side of the mouse. No cell lines are used in this study.
Intravital imaging
Multiphoton intravital microscopy was performed as using a skin flap procedure as previously described (30) and a custom-built 2-laser multiphoton microscope (28). The animal was placed in a heated chamber maintained at physiological temperature during the course of imaging and monitored using MouseOx (Starr Life Sciences). 3 mg of 155 kDa tetramethylrhodamine-dextran (TMR-dextran) or 100 μL of 8 μM Qdots 705 (obtained from A. Smith, UIUC or Life Technologies Qdots ITK 705)(31–33) was administered via the tail vein catheter.
Inhibitory antibodies
Animals were administered 5 mg/kg B20-4.1.1 (Genentech) VEGFA neutralizing antibody or antibody isotype control by intravenous injection 6 h before termination of the experiment.
Macrophage depletion with B/B homodimerizer in Mafia mice
Animals were administered 10 mg/kg B/B homodimerizer (AP20187, Clontech) in diluted in 4 % ethanol, 10 % PEG-400 and 1.7 % Tween-20 or vehicle control by intraperitoneal injection daily for 5 days. 24 h after the last injection of B/B homodimerizer animals were administered 3 mg of 155 kDa dextran-tetramethylrhodamine for 1h and 100 uL of anti-CD31 antibody for 10 min.
Labeling of tumor vasculature and extravasation of 155 kDa dextran-TMR
One hour before the termination of the experiments with inhibitors or MAFIA mice 3 mg of 155 kDa TMR-dextran was administered by tail vein i.v. to label sites of vascular permeability. In tumor tissue several transient permeability events may occur at any given time due to the spatial and temporal heterogeneity of vascular permeability, thus quantitation of extravascular dextran over the course of 1 h will capture these dynamic events. Anti-mouse CD31-biotin was administered by tail vein i.v. for 10 minutes to label flowing blood vessels. Tumors were fixed in 4 % PFA and cryoprotected in 30 % sucrose in PBS before freezing in OCT. 5 μm sections of tumors were cut and immunofluorescence performed.
Circulating tumor cells for PyMT
Circulating tumor cells are isolated from anesthetized mice from blood drawn from the right ventricle of the heart. The use of blood burden experiments obtained by cardiac puncture are used for end point experiments to capture all of the CTCs in the animal blood at the experiment endpoint. Red blood cells are lysed using RBC lysis buffer (multi-species, eBioscience) before the cells are placed in culture with Dulcecco’s Modified Eagle Medium:Nutrient Mixture F-12 (DMEM/F-12) with 20 % FBS. Adherent tumor cells are counted at a time of no tumor cell growth, which is a count of CTC. Tumor cells have been identified by fluorescence microscopy as Dendra2- or CFP-expressing tumor cells as previously described (34, 35). Circulating tumor cells were also scored by quantifying tumor cells in blood vessels adjacent to TMEM as seen in Fig. 2 and fig. S4 in live animals. This method is described under Intravital microscopy image analysis in the Supplemental Material and Methods.
Immunofluorescence
Tumor sections were fixed and permeabilized with cold acetone, washed with PBS and blocked with block solution (1% BSA, 10 % FBS, and 0.0025 % fish skin gelatin in PBS-T). The following primary antibodies were used: rat anti-mouse CD68 (clone FA-11, Serotec), or AlexaFluor647-conjugated CD68 (eBioscience), mouse anti-Mena (from F. Gertler), rat anti-ZO-1 (clone R40.76, Millipore), goat anti-VE-Cadherin (clone C-19), rabbit anti-VEGFA (clone A-20, Santa Cruz Biotechnology), hamster anti-CD11c (clone HL-3, BD Bioscience), rat anti-CD11b (clone ICRF4, BD Biosystems), rat anti-F4/80 (clone BM8, eBioscience), goat anti-MRC1/CD206 (R&D Systems), rat anti-Tie2 (clone TEK4, eBioscience), and rabbit anti-NG2 (Millipore). Sections were washed with PBS-T and the primary antibodies were detected with AlexaFluor488, 555 or 647 secondary antibody conjugates (Molecular Probes/Invitrogen) and nuclei stained with 4,6-diamidino-2-phenylindole (DAPI). All fluorescently labeled samples were mounted with Prolong Gold antifade reagent (Molecular Probes/Invitrogen) and analyzed with a compound fluorescent microscope (Zeiss Axio Observer; 40X objective with numerical aperture 1.3). Images of tumor sections were acquired using mosaic tiling of 40X images in AxioRel version 4.8. All images were acquired as 16-bit TIFF images and all quantitative analysis was performed on the raw 16-bit TIFF images in ImageJ.
TMEM immunohistochemistry
Mouse tumor sections were fixed overnight in 10 % neutral buffered saline prior to embedding in paraffin. 5 μm tumor sections were deparaffinized and stained for H&E or TMEM using anti-Iba-1 (macrophages), anti-endomucin (blood vessels) and anti-Mena (tumor cells) (36) and TMEM quantified as previously described (8).
Human immunohistochemistry and immunofluorescence
Formalin-fixed paraffin embedded patient tissue from 5 invasive ductal carcinomas was collected under the Montefiore-Einstein IRB approval. Paraffin embedded human breast cancer tumors were cut to 5 μm sections, deparaffinized and stained for H&E or TMEM. The sequence was anti-CD31 (clone JC70A, DAKO, Carpinteria, CA) and Vector Blue chromogen (for endothelial cells); anti CD-68 (clone PG-M1; DAKO) with and DAB chromogen (for macrophages); and anti-pan-Mena with Fast Red chromogen (for carcinoma cells) (8, 11). Sequential sections were cut for tyramide signal amplification (TSA) for quantitative immunofluorescence using the Opal 3-plex Kit (Perkin Elmer) according to manufacturer’s directions. The sequence was rabbit anti-VEGF (1:2000, Rb 9031-P0-A, Thermo) with TSA Plus Cy3; rabbit anti-Tie2 (1:3000, clone C-20, Santa Cruz Biotech) with TSA Plus Cy5; goat anti-VE-cadherin (1:200, clone C-19, Santa Cruz Biotech) with TSA Plus fluorescein and nuclei stained with 4,6-diamidino-2-phenylindole (DAPI). All quantitative analysis was performed on the raw 16-bit TIFF images and images of TMEM were validated independently by a pathologist.
Exponentially Modified Gaussian function fitting
Vascular leakage is composed of two competing processes, an increase in extravascular signal due to leakage from the vasculature, as well as a diffusive clearance. The Exponentially Modified Gaussian (EMG) asymetic function (37) is composed of the product of a sigmoidal error function with an exponential decay. Least squares curve fitting was performed utilizing a nonlinear Generalized Reduced Gradient (GRG2) solver and values directly compared (38).
Statistical analysis
Individual animals are presented as individual points, a horizontal line indicates the mean and error bars represent the standard error of the mean. One-way or two-way ANOVA was performed for data sets with more than two groups to determine significance. Statistical significance was determined by the comparison of the means of two groups using an unpaired, two-sided t-test using Prism (Graph Pad Inc.). Data sets were checked for normality (D’Agostino & Pearson omnibus normality test or Shapiro-Wilk normality test) and unequal variance using Prism (Graph Pad Inc.). Welch’s correction was applied to t-tests as needed. P values of less than 0.05 were deemed significant.
Supplementary Material
SIGNIFICANCE.
Tumor vasculature is abnormal with increased permeability. Here we show that VEGFA signaling from Tie2Hi TMEM macrophages results in local, transient vascular permeability and tumor cell intravasation. These data provide evidence for the mechanism underlying the association of TMEM with distant metastatic recurrence, offering a rationale for therapies targeting TMEM.
Acknowledgments
For technical assistance we thank H. Guziak at the Analytical Imaging Facility of the Albert Einstein College of Medicine and the NCI cancer center support grant (P30CA013330). We thank A. Smith (UIUC) for Quantum dots and F. Gerlter (MIT) for the gift of the pan-Mena antibody. We thank Jiufeng Li for assistance in generating the MMTV-Dendra mouse. This research was supported by the Department of Defense Breast Cancer Research Program under award number (W81XWH-13-1-0010), NIH CA100324 and the Integrated Imaging Program. Views and opinions of, and endorsements by, the authors do not reflect those of the US Army or the Department of Defense.
List of abbreviations
- TAM
tumor-associated macrophage
- MMTV
mouse mammary tumor virus
- PyMT
polyoma middle T antigen
- TMEM
tumor microenvironment of metastasis
- IVM
intravital microscopy
- LC
late carcinoma
- EC
early carcionoma
- TEM
Tie2-expressing macrophage
- TMR
tetramethylrhodamine
- FOV
field of view
- IHC
immunohistochemisty
- FITC
fluorescein isothiocynate
Footnotes
Conflicts of interest: The authors acknowledge the following financial relationships: Consultant and stockholder of MetaStat, Inc. (Boston, MA) (JGJ and JSC); Consultant of MetaStat (MHO, DE); Consultant of Deciphera Pharmaceuticals, LLC (Cambridge, MA) (JSC); (ASH, and YW) Sponsored research agreement with Deciphera. Neither MetaStat nor Deciphera contributed financial resources and reagents to this paper. The other authors disclose no potential conflicts of interest.
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