The co-evolution of tumors and their microenvironment involves bidirectional communication between tumor cells and tumor-associated stroma. Various cell types are present in tumor-associated stroma, of which fibroblasts are the most abundant. The Rac exchange factor Tiam1 is implicated in multiple signaling pathways in epithelial tumor cells and lack of Tiam1 in tumor cells retards tumor growth in Tiam1 knockout mouse models. Conversely, tumors arising in Tiam1 knockout mice have increased invasiveness. We have investigated the role of Tiam1 in tumor-associated fibroblasts as a modulator of tumor cell invasion and metastasis, using retroviral delivery of short hairpin RNA to suppress Tiam1 levels in three different experimental models. In spheroid co-culture of mammary epithelial cells and fibroblasts, Tiam1 silencing in fibroblasts led to increased epithelial cell outgrowth into matrix. In tissue-engineered human skin, Tiam1 silencing in dermal fibroblasts led to increased invasiveness of epidermal keratinocytes with pre-malignant features. In a model of human breast cancer in mice, co-implantation of mammary fibroblasts inhibited tumor invasion and metastasis, which was reversed by Tiam1 silencing in co-injected fibroblasts. These results suggest that stromal Tiam1 may have a role in modulating the effects of the tumor microenvironment on malignant cell invasion and metastasis. This suggests a set of pathways for further investigation, with implications for future therapeutic targets.
The role of the microenvironment in tumor development is gaining increased recognition (Cunha and Donjacour, 1989). There is growing evidence that the stromal microenvironment around cancer cells influences the growth, invasiveness and metastatic behavior of cancer cells, and perhaps also therapeutic response. It is becoming increasingly apparent that there are bidirectional signals between cancer cells and tumor-associated stroma. Tumor-associated stroma comprises of various cell types and extracellular molecules, comprising or secreted into the extracellular matrix. The list of factors that participate in the co-evolution of tumors with tumor-associated stroma is growing, and the interplay between signaling pathways within tumor cells and the stroma itself is beginning to be understood (Bhowmick and Moses, 2005; Li et al., 2007).
Since the discovery of oncogenes, proto-oncogenes and their signaling pathways, significant effort has gone into deciphering the molecular pathways governing specific cellular behaviors and how these are corrupted in tumor cells. Much of this work has been carried out using traditional two-dimensional cell culture models, allowing for ready manipulation of individual signaling components. Some of the best-studied signaling molecules are the Ras family proteins, which function as molecular switches that control the flow of information from upstream inputs to downstream target pathways by cycling between active (GTP-bound) and inactive (GDP-bound) conformations (Boguski and McCormick, 1993). The Rho subfamily proteins (Rho, Rac and Cdc42) have been a particular focus of study since the identification of their effects on cytoskeleton dynamics (Hall, 1998) and they have key roles in multiple signaling pathways affected in malignant cell transformation. Three classes of regulatory proteins affect the activation state of Rho molecules: guanine nucleotide exchange factors (GEFs, which promote exchange of GTP for bound GDP and GTPase activation), GTPase-activating proteins (GAPs, which enhance intrinsic GTP-hydrolysis activity and GTPase inactivation) and guanine-nucleotide dissociation inhibitors (GDIs, which bind prenylated GDP-bound Rho proteins and allow translocation between membranes and cytosol). GEFs appear to be the primary regulators of Rho family activation in response to upstream stimuli (Schmidt and Hall, 2002; Erickson and Cerione, 2004; Rossman et al., 2005).
There are over 60 GEFs identified for the Rho family proteins. Of particular interest is the Rac GEF Tiam1 (T-lymphoma Invasion and Metastasis gene). First identified by retroviral mutagenesis as a pro-invasion factor in T-lymphocytes, it has since been recognized as a ubiquitous Rac activator with multiple effects in cells (Habets et al., 1994; Mertens et al., 2003). It is increasingly being identified in human cancers and experimental cancer models. Increased Tiam1 expression is associated with increased invasiveness and/or epithelial–mesenchymal transition in colon, pancreatic, breast and lung cancer cell lines (Hou et al., 2004; Minard et al., 2004, 2005; Liu et al., 2005; Cruz-Monserrate and O’Connor, 2008). Depletion of Tiam1 in a pancreatic cell line retards colony formation in soft agar, decreases growth and invasiveness of colorectal cancer cells and decreases migration of oral cancer cells (Supriatno et al., 2003; Baines et al., 2006; Liu et al., 2006). Tiam1 is a Wnt-responsive gene that is upregulated in mouse intestinal tumors and human colon adenomas (Malliri et al., 2006).
Much of our understanding of Tiam1 in cancer comes from studying Tiam1 in the cancer cell itself, using two-dimensional culture systems. However, cells, tissues and organs are three-dimensional (3D) entities, and processes can vary considerably when occurring in the context of two dimensions vs three dimensions (Yamada and Cukierman, 2007). In the current work, we have applied concepts of tumor–stroma co-evolution and 3D experimental models to study the role of Tiam1 in the tumor microenvironment.
We developed this work after studying a major paradox in the current understanding of Tiam1. Germline knockout of Tiam1 leads to decreased growth of both skin and intestinal tumors in mouse models, perhaps owing to the lack of Tiam1-mediated protection against apoptosis in these cell types (Malliri et al., 2002, 2006; Rygiel et al., 2008). Development of T-cell lymphomas in mice carrying targeted deletion of PTEN in T-lymphocytes is not affected by the presence or absence of Tiam1, perhaps because T cells in these mice are hyperproliferative, with underlying resistance to apoptosis (Strumane et al., 2008). However, in all of these models of tumorigenesis, tumors developing in the absence of Tiam1 are more invasive, conceptually inconsistent with the effects of Tiam1 on tumor growth. It has been hypothesized that this may be owing to the requirement for Tiam1 in establishing E-cadherin-mediated cell–cell adhesions (Gupta and Massague, 2006; Tse and Kalluri, 2007). However, other work suggests that tumor invasion is also dependent on signals from the tumor-associated stroma (Kuperwasser et al., 2004; Bhowmick et al., 2004a). We therefore hypothesized that in these mice with unconditional Tiam1 knockout, effects on tumor growth are due to Tiam1 deficiency in the tumor cells themselves, whereas the effects on tumor invasion are due to Tiam1 deficiency in the fibroblasts of the tumor stroma. Here we present results from three different experimental models in support of this hypothesis.
Tiam1 depletion in fibroblasts affects epithelial cell outgrowth in mammary spheroid co-culture
To assess the role of Tiam1 in mammary stromal cells, we first utilized a 3D in vitro model allowing co-culture of human mammary-derived fibroblasts with human mammary-derived epithelial cells in an extracellular matrix (Kim, 2005). We used human mammary epithelial cells (HMECs) and human reduction mammary fibroblasts (RMFs), both derived after immortalization through retroviral delivery of human telomerase (hTERT) (Kuperwasser et al., 2004, 2005). When mixed in a 1:1 ratio and cultured in a Matrigel plug, the cells assemble into 3D spheroid structures with fibroblasts clustering in the interior core of the sphere and epithelial cells coating the outside. We initially performed these experiments with non-fluorescing HMECs and RMFs expressing GFP. Supplementary Figure S1A shows the appearance of one of these spheroids under light microscopy, with green fluorescence of the same field shown in Supplementary Figure S1B. The fibroblasts can be visualized within the interior core of the spheroid, with non-fluorescing HMECs arrayed around the fibroblast core and assembling into outgrowths projecting into the surrounding matrix (arrows, Supplementary Figure S1A). An occasional fluorescing fibroblast can also be seen within this corona of epithelial cells (arrowhead, Supplementary Figure S1B). We then repeated these experiments with HMECs engineered to express the red fluorescing mCherry protein to further show the location of the HMECs around the periphery and in the projecting outgrowths (Supplementary Figure S2). The projecting outgrowths are multi-cellular, as seen on hematoxylin and eosin staining of fixed, paraffin-embedded spheroids (arrows, Supplementary Figure S1C). These spheroids do not progress to hollowed-out gland-like structures, such as those described in one-cell-type models of mammary morphogenesis (Debnath et al., 2003). However, because the 3D spheroid is composed of close juxtaposition of epithelial cells with stromal fibroblasts, this model does permit observation of factors that increase the ability of the epithelial cells to grow out into (invade) the surrounding extracellular matrix.
In order to test our hypothesis that modulation of Tiam1 levels in breast stromal fibroblasts affects invasiveness in adjacent breast epithelial cells, we used retroviral delivery of hairpin RNA to engineer stable suppression of Tiam1 in either the HMEC line or the RMF line. Tiam1 levels were verified by immunoblotting (Supplementary Figure S3, top panels), with equal protein loading verified by immunoblotting for glyceraldehyde 3-phosphate dehydrogenase (bottom panels). In cells expressing the short hairpin targeting Tiam1 (shTiam), Tiam1 levels were decreased by approximately 75% compared with control cells (C) expressing empty vector (or parental cells, not shown). We have previously used this sequence to suppress Tiam1 levels in 293T and NIH3T3 cells (using short interfering RNA oligomers or retroviral hairpin, respectively) (Connolly et al., 2005). NIH3T3 fibroblasts with suppressed Tiam1 levels by this method exhibit significantly less Rac activation in response to specific stimuli compared with control fibroblasts (Rajagopal et al., 2010). Similarly, RMFs with suppressed Tiam1 expression also showed significantly less Rac activation in response to pervanadate stimulation compared with control fibroblasts (Supplementary Figure S4).
We then established the Matrigel co-cultures using all four possible combinations of control and shTiam1 expression in the HMEC and GFP-RMF lines (Figure 1a). After 10 days in culture, length of cellular projections into the Matrigel was measured under light microscopy (Figure 1b). Differential Tiam1 expression in HMECs did not affect the number or the length of projections into the Matrigel in the presence of control RMFs (compare combinations 1 and 2). However, Tiam1 silencing in RMFs led to significant enhancement of these epithelial cell outgrowths, regardless of the Tiam1 levels in the co-cultured HMECs (compare combinations 1 and 3). This suggests that Tiam1 silencing in the fibroblasts, rather than in the epithelial cells, influenced the invasion of the HMECs into the matrix.
We also determined whether suppression of Rac expression in fibroblasts led to a similar phenotype. Spheroid co-cultures were established with HMECs and either control RMFs or RMFs with stable decrease in Rac1 levels (Supplementary Figure S5A). Spheroids from co-culture of HMECs with shRac-RMFs exhibited a somewhat blunted phenotype compared with co-culture of HMECs with shTiam-RMFs developing over the same time frame, exhibiting small projections in somewhat increased numbers compared with control, but to a lesser degree than those in shTiam1-RMF co-cultures (Supplementary Figure S5B). Although Tiam1 deficiency led to decreased Rac activation in cell lysates, Rac deficiency only partially recapitulated Tiam1 deficiency in this 3D assay.
Tiam1 depletion in dermal fibroblasts affects keratinocyte invasion in a 3D model of human skin
We then extended the experiments on Tiam1-deficient fibroblasts to an engineered tissue in order to test our hypothesis in conditions with more physiological tissue architecture than simple spheroid co-culture in the Matrigel. The organotypic model of human skin is a well-established tissue model of squamous cell carcinoma progression (Andriani et al., 2004; Garlick, 2007; Segal et al., 2008). In this model, human skin equivalents (HSEs) are fabricated by growing a fully stratified ‘epidermis’ layered over a stromal ‘dermis’ at an air–liquid interface. In our experiments, the stromal ‘dermis’ is composed of collagen mixed with fibroblasts derived from human foreskin fibroblasts (HFFs). The epithelial ‘epidermis’ is composed of a spontaneously immortalized human keratinocyte cell line that expresses an activated Ras oncogene (HaCaT-ras-II-4) and forms dysplastic, pre-malignant epithelium under appropriate culture conditions (Boukamp et al., 1990; Fusenig and Boukamp, 1998).
In order to test the effect of Tiam1 signaling in dermal fibroblasts on HaCaT-ras-II-4 cell invasiveness, we derived HFFs with stable Tiam1 silencing using the same retroviral plasmid hairpin approach as described above with the HMECs and RMFs. Tiam1 expression was verified by immunoblot and was decreased by 80% compared with parental cells (P) or control vector-containing cells (C) (Supplementary Figure S6). We then established HSEs with either parental HFFs, HFFs with control retroviral vector or shHFFs in the collagen dermis. For these experiments, we used two different human keratinocyte cell lines. In the first model, the keratinocyte layer is established with the HaCaT-ras-II-4 line, originally derived from spontaneously immortalized keratinocytes transformed with Ras, which is not invasive in organotypic culture and displays an intact basement membrane without evidence of cell invasion under control conditions (Figure 2a, left panels) (Boukamp et al., 1990). In the second model, the keratinocyte layer is established with HaCaT-ras-II-4-DN-ECad, a more aggressive subline expressing dominant-negative E-cadherin (Figure 2a, right panels) (Margulis et al., 2005).
We found no difference in invasiveness of either keratinocyte line established over dermal layers containing either parental HFF or HFF transduced with control retrovirus (Figure 2a, top and middle panels, respectively). In contrast, both keratinocyte lines exhibited significantly increased invasiveness into the underlying collagen dermis containing Tiam1-suppressed HFFs (Figure 2a, bottom panels). In both models, invasion was observed either as projections of groups of cells disrupting the smooth basement membrane and extending out into the collagen layer (projections) or as single cells or small clusters of isolated cells in the collagen layer (clusters). Staining for β-galactosidase, expressed by both keratinocyte lines, confirmed the identity and epithelial nature of the invading cells (not shown). Numbers of invading cells were quantified under light microscopy (Figure 2b). Similar to our results in the Matrigel co-culture model, suppression of Tiam1 in dermal fibroblasts enhanced epithelial invasiveness, inducing a transition from a pre-malignant, dysplastic state to a condition showing incipient invasion in this 3D model of human skin.
Tiam1 depletion in breast stromal fibroblasts affects tumor invasion in a mouse model of human breast cancer
We next examined the role of Tiam1 in stromal cells in a mouse model of human breast cancer (Kuperwasser et al., 2004). The human breast cancer cell line, SUM1315-GFP/luc, when injected into mammary fat pads of non-obese diabetes/severe-combined immunodeficient mice, yields mammary tumors within a defined time period (8–12 weeks) in 90% of mice (Figure 3), and spontaneously metastasizes to other organs (Kuperwasser et al., 2005). Similar to these studies, we found that orthotopic tumors from SUM1315-GFP/luc breast cancer cells resulted in lung metastases in approximately 50% of the mice (Table 1). Seventy-five percent of orthotopic tumors showed areas of invasive growth into surrounding stroma (Figure 4, top panels). In addition, consistent with previous studies in which normal fibroblasts suppressed tumor formation, injection of SUM1315-GFP/luc cells co-mixed with normal mammary fibroblasts inhibited tumor formation during this time frame (Kuperwasser et al., 2004; Willhauck et al., 2007).
We tested the effect of Tiam1 suppression in fibroblasts on tumor growth, invasiveness and metastasis in this model, with the control RMF and shTiam-RMF cells used earlier in our spheroid co-culture model. We found that co-mixture with either fibroblast line decreased orthotopic tumor formation by 25–50% in terms of numbers of mice developing detectable tumors and total number of tumors formed, compared with the injection of tumor cells alone (Table 1). Tumor development was also delayed to a similar extent after co-mixture with either fibroblast line, with time to first measurable tumor being significantly delayed in these mice (Table 1 and Figure 3). Thus, tumorigenesis was decreased by the presence of co-injected fibroblasts, but this was independent of fibroblast Tiam1 expression.
However, the histology of the tumors was notably different at the interface between tumor and surrounding stroma depending on Tiam1 status in the associated fibroblasts (Figure 4). All tumors developing in mice implanted with SUM1315-GFP/luc cells co-mixed with control RMF showed a ‘pushing’ smooth border between tumor cells and adjacent stroma, with less evidence of stromal invasion by tumor cells (Figure 4, middle panels). In mice implanted with SUM1315-GFP/luc cells co-mixed with shTiam-RMF, 75% of tumors exhibited a more infiltrative, invasive tumor–stromal border, with tumor cells extending out into the surrounding stroma and around murine mammary structures (Figure 4, bottom panels), similar to the pattern seen with implantation of SUM1315-GFP/luc cells alone. In this model, the tumor cells express vimentin, and immunohistochemical staining for human-specific vimentin readily showed the presence of tumor cells invading into surrounding stroma after injection of SUM1315-GFP/luc cells alone (Figure 5, top panel) or in association with Tiam1-suppressed fibroblasts (bottom panel), as opposed to control fibroblasts (middle panel).
Finally, we determined whether the degree of tumor invasion observed on histopathological examination of the tumor correlated with metastatic behavior. Half of the mice implanted with SUM1315-GFP/luc alone had lung metastases, detectable either as tumor nodules visible on routine histopathology or as isolated tumor cells detected by vimentin immunostaining (Table 1 and Figure 6, top panels). No mice with establishment of orthotopic tumors from SUM1315-GFP/luc breast cancer cells co-mixed with control fibroblasts exhibited detectable tumor cells within their lungs (middle panels). However, 50% of the mice receiving shTiam RMF along with SUM1315-GFP/luc breast cancer cells had detectable tumor cells in their lungs by routine histology or vimentin immunostaining, similar to mice receiving the tumor cells alone (bottom panels). Thus, while tumorigenesis was not affected, Tiam1 suppression in breast stromal fibroblasts significantly increased invasiveness and metastatic potential of the breast tumors in this model.
We set out to examine the role of Tiam1 in fibroblasts of the tumor microenvironment on epithelial cell invasiveness. The tissue microenvironment is defined by a complex network of intercellular interactions mediated by physical attachment, as in direct cell–cell or cell–extracellular matrix interactions, and by biochemical signals, mediated by soluble molecules. Evidence is accumulating that cancer is a disease of altered tissue architecture and that neoplastic progression is a consequence of abnormal interactions between tumor cells and their tissue microenvironment. As a result, it is essential to study how the tissue microenvironment affects human cancer progression in systems that incorporate proper 3D tissue context and architecture. Monolayer, 2D culture systems do not generate the spatially organized, 3D structures that occur in vivo. Consequently, increasing numbers of human 3D models are being developed using a variety of materials. Multiple cell functions are affected by dimensional context, including cell shape and polarity, growth, morphogenesis, differentiation and gene expression. Factors affecting experimental outcome in different models include use of cells in single suspension vs aggregates, nutrient restrictions, composition and stiffness of extracellular matrix and cell polarity (Yamada and Cukierman, 2007). Thus, a result observed across several different models may have more physiological significance than a result dependent on any single particular model.
We used different tissue models with a range of technical complexity and biologically meaningful tissue context in order to validate the significance of our findings. We found that Tiam1 expression in stromal fibroblasts affects the invasive behavior of associated epithelial cells. In spheroid co-culture of HMECs and RMFs, epithelial cells exhibited increased invasiveness into the surrounding extracellular matrix when Tiam1 was suppressed in the fibroblasts. Similarly, in organotypic cultures of engineered human skin fabricated with epidermis from pre-malignant keratinocytes and dermis comprised of collagen mixed with skin fibroblasts, two different keratinocyte lines exhibited significantly more invasion into dermis when Tiam1 levels were suppressed in dermal fibroblasts. Extending this study into a more complex whole animal system, a murine model of human breast cancer, yielded more complex findings. Co-injection of any mammary fibroblasts retarded tumorigenesis, invasiveness and lung metastasis, compared with tumor establishment in the absence of fibroblasts. Although the effects on tumorigenesis were independent of stromal Tiam1 levels, breast tumor invasion and metastasis were clearly increased in the presence of fibroblasts with suppressed Tiam1. Tiam1 suppression reversed the stromal inhibition of tumor invasion and metastasis, but did not affect the stromal inhibition of tumorigenesis itself. This suggests that fibroblasts of the microenvironment have complex effects on associated tumors governed by more than one set of signaling pathways. This is reminiscent of the paradigm in tumor cells that multiple distinct pathways are involved in acquisition of the characteristics needed for malignant transformation (Hanahan and Weinberg, 2000).
How Tiam1 expression in breast stromal fibroblasts could affect tumor cell invasiveness is not yet clear. It is worth noting that fibroblasts are the predominant cell type in stromal connective tissue, contributing to deposition and maintenance of basement membrane and paracrine growth factors. There is also emerging evidence that fibroblasts may actively function in the induction of cancers (Bhowmick and Moses, 2005). Best documented in this regard include studies on transforming growth factor-beta, hepatocyte growth factor and Wnt, in which stromal secretion of these paracrine factors leads to transformation in culture or development of pre-cancerous or cancerous lesions (Jue et al., 1992; Kuperwasser et al., 2004). Transforming growth factor-beta, with both tumor-suppressing and tumor-promoting roles, seems to have particularly complex effects in epithelial–stromal cross-talk. In the murine orthotopic xenograft model of human mammary development, mice implanted with HMECs along with human fibroblasts overexpressing transforming growth factor-beta1 develop mammary pathology consistent with ductal breast carcinomas (Kuperwasser et al., 2004). However, mice with conditional deletion of transforming growth factor-beta type II receptor in fibroblasts develop increased stromal fibroblasts in the prostate and forestomach along with pre-neoplastic prostate lesions and invasive squamous cell carcinoma of the stomach, with associated hepatocyte growth factor activation, implying both tumor-suppressive and tumor-promoting effects (Bhowmick et al., 2004a). Other fibroblast-secreted soluble factors have also been implicated in regulating tumor development, including insulin-like growth factors, extracellular growth factor, fibroblast growth factors, matrix metalloproteinases and interleukins (Bhowmick et al., 2004b). Moreover, studies have shown loss of heterozygosity in breast-cancer-associated stroma, with mutations in p53 and PTEN, and stromal somatic loss of heterozygosity in p53 is associated with regional lymph node metastasis in sporadic human breast cancers (Moinfar et al., 2000; Kurose et al., 2002; Patocs et al., 2007). The mechanism of these acquired stromal mutations in affecting neoplastic transformation is not clear.
We observed that Tiam1 suppression led to decreased Rac activation in these fibroblasts, consistent with published work showing that all effects of Tiam1 described to date are Rac-dependent. Silencing the Rac1 GTPase only partially recapitulated the phenotype seen with Tiam1 silencing. This was not altogether surprising, as Tiam1 directs Rac signaling to specific downstream effector pathways, leading to precise defects in Rac signaling (Rajagopal et al., 2010), rather than the global Rac defect imposed by Rac silencing. Consistent with this, we observed that fibroblasts with decreased Rac expression were more difficult to derive and grew more slowly in culture. Tiam1 is not the only exchange factor that activates Rac in cells (Buchsbaum, 2007). Rac silencing impacts additional pathways beyond those involving Tiam1, and this may therefore abrogate a full phenotype in our co-culture system. However, the question as to which Tiam1 pathways are responsible for the phenotype is important. Tiam1 is involved in multiple signaling pathways through interactions with numerous proteins, with different functional outcomes. Determining which specific Tiam1 pathway(s) account for this phenotype is currently under study.
Additional questions include whether Tiam1 expression itself affects fibroblast secretion of soluble factors implicated in tumor cell invasion, or whether Tiam1 levels are affected by mutations in tumor-associated stroma. We have not been able to recapitulate the phenotype of shTiam1-RMFs in the spheroid co-culture model using control RMFs combined with conditioned media from shTiam1-RMFs (not shown), which may indicate that Tiam1-related effects are not mediated solely through secreted soluble factors. The effect of stromal Tiam1 on epithelial tumor invasiveness is unlikely to be mediated through changes in E-cadherin expression, as the effect of stromal Tiam1 levels was independent of E-cadherin signaling in our experiments with HSEs (Figure 2), and we have not detected any significant differences in the E-cadherin expression of the tumor cells in our mouse model (not shown). Furthermore, this effect does not seem to be mediated by matrix metalloproteinases, as incorporation of a matrix metalloproteinase inhibitor into the cultures did not block epithelial invasiveness into the matrix (not shown). A systematic screen for potential mechanisms underlying the effect of stromal Tiam1 levels on associated epithelial cell invasiveness is currently underway.
In summary, we have shown that Tiam1 levels in tumor-associated fibroblasts affect tumor cell invasion and metastasis using three different experimental models. Our results indicate a strategy for studying the role of specific signaling molecules and pathways in the tumor microenvironment in the evolution of cancers. The model of stromal Tiam1 suppression may mimic human pathology by modulating the same signaling pathways that are actually affected in the microenvironment of human tumors. The finding that signaling in breast stromal fibroblasts can affect not only local invasiveness but also organ metastasis means that stromal effects on associated tumor cells persist beyond the time of direct tumor–stroma contact, suggesting potential epigenetic changes. Understanding the underlying details could potentially lead to new therapeutic strategies for treating and preventing breast cancer metastasis. Whether variation in stromal Tiam1 levels correlates with malignant progression of breast disease, whether stromal Tiam1 levels are affected by various treatment modalities for breast cancer and whether these findings hold true for other solid tumors remain to be explored.
Materials and methods
Details of cell culture, generation of cell lines and immunoblotting are included in Supplementary Material.
Rac activation assay
Rac activation in RMF cell lines was assessed using an enzyme-linked immunosorbent assay -based assay with colorimetric read-out (Rac G-LISA Activation Assay kit; Cytoskeleton Inc., Cambridge, UK) according to the manufacturer's instructions. Cells were serum-deprived for 16 h, and then some were stimulated with 200 μM pervanadate for 10 min. Experiments were carried out in 96-well plates; signals were detected by absorbance at 490 nm using a SpectraMax 340 microplate spectrophotometer.
Spheroid co-culture in the Matrigel
The Matrigel (BD Biosciences, Rockville, MD, USA) was diluted in 1:1 ratio with ice-cold HMEC medium, and 30 μl were placed mid-well in a 24-well plate. After incubating for 5 min in 37 °C, an additional 200 μl of the Matrigel:medium mixture was added into the well and incubated for another 30 min. A 1:1 mixture of HMEC and RMF cells (0.75 × 105 cells each) in 0.5 ml of HMEC medium was then gently dropped onto the top of the solidified gel. Cells were cultured for 2 weeks and the medium was changed every 2–3 days. Spheroid formation and projection growth were monitored daily under light microscopy. Images were obtained on a Diaphot TMD Nikon Inverted Tissue Culture Microscope using a Spot RT-SE camera and SPOT Software Version 4.1 (Diagnostic Instruments Inc., Sterling Heights, MI, USA).
3D HSEs were established as described previously (Andriani et al., 2004). Briefly, early passage HFFs were added to neutralized type I collagen (Organogenesis Inc., Canton, MA, USA) mixture to 3.0 × 104 cells per ml final concentration. Three microliters of this mixture were added to each 35-mm-well insert of a six-well plate and incubated for 7 days in media containing Dulbecco's modified Eagle's medium and 10% fetal calf serum, until the collagen matrix exhibited no further shrinkage. Keratinocytes (6 × 105) were then put on top of the contracted collagen gel. Cultures were maintained submerged in low calcium epidermal growth media for 2 days, followed by 2 days in normal calcium medium. Cells were then fed with cornification medium only from the bottom of the well in order to raise the air–liquid interface. Cornification medium was replaced on days 3 and 5, and tissues were harvested on day 7. Polycarbonate membranes at the bottom of the insert were cut into portions for fixation with 10% formalin overnight and embedded in paraffin. Tissue blocks were sectioned into 8-μm thin sections, mounted and stained with hematoxylin and eosin. Images were obtained on a Nikon Eclipse 80i microscope.
Murine model of human breast cancer
Eight-week-old female non-obese diabetic/severe combined immunodeficient mice were purchased from Jackson Laboratory (Bar Harbor, ME, USA). SUM1315-GFP/luc cells (2.5 × 105), with or without co-mixed 7.5 × 105 RMF cells, were re-suspended in the Matrigel (BD Biosciences), and injected into fourth inguinal mammary glands in a 35 μl volume. Animals were supplemented with antibiotics (Septra) in the drinking water for 10 days after surgery. Tumor growth was monitored weekly by manual measurement using electronic digital caliper (Control Company, Friendswood, TX, USA).
Tissues were harvested according to established protocols when appearing ill or when total tumor bulk reached 2 cm3 and put into ice-cold phosphate-buffered saline. Tumors, lungs and livers were weighed and then cut into portions for snap-freezing or fixation. Sections were placed into Histosette II Tissue Cassettes (Fisher Scientific, Pittsburgh, PA, USA), fixed in 10% neutral-buffered formalin at 4 °C overnight and then transferred into 70% alcohol. Paraffin embedding, tissue sectioning, hematoxylin and eosin staining and immunostaining were performed in the Tufts Medical Center Histopathology Laboratory.
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This work was supported by grants from the NIH (RB: CA 095559 and CK: CA12555), the Landmann Family Fund of the Vermont Community Foundation (RB), the Breast Cancer Research Foundation (CK), the Diane Connolly-Zaniboni Research Scholarship in Breast Cancer (RB), the Tufts Medical Center GRASP Digestive Disease Center (RB, P30-DK34928) and the Design and Data Resource Center of the Tufts Clinical and Translational Science Institute (National Center for Research Resources: UL1 RR025752).
The work of Dr Buchsbaum, Dr Kuperwasser and Dr Garlick has been funded by the NIH. Dr Garlick has received compensation as a member of the scientific advisory board of Organogenesis Inc. and the Boston Biomedical Research Institute. He has also been the consultant for Organogenesis Inc., L’Oreal and the American Type Culture Collection (ATCC Inc.), and received compensation. Drs Xu, Rajagopal, Dong, Ji, Liu, Naber and Ms Klebba declare no potential conflict of interest.
Supplementary Information accompanies the paper on the Oncogene website
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