Article | Published:

LTBP3 promotes early metastatic events during cancer cell dissemination

Oncogenevolume 37pages18151829 (2018) | Download Citation

Abstract

Latent transforming growth factor β (TGFβ)-binding proteins (LTBPs) are important for the secretion, activation, and function of mature TGFβ, especially so in cancer cell physiology. However, specific roles of the LTBPs remain understudied in the context of the primary tumor microenvironment. Herein, we investigated the role of LTBP3 in the distinct processes involved in cancer metastasis. By using three human tumor cell lines of different tissue origin (epidermoid HEp-3 and prostate PC-3 carcinomas and HT-1080 fibrosarcoma) and several metastasis models conducted in both mammalian and avian settings, we show that LTBP3 is involved in the early dissemination of primary cancer cells, namely in the intravasation step of the metastatic cascade. Knockdown of LTBP3 in all tested cell lines led to significant inhibition of tumor cell intravasation, but did not affect primary tumor growth. LTBP3 was dispensable in the late steps of carcinoma cell metastasis that follow tumor cell intravasation, including vascular arrest, extravasation, and tissue colonization. However, LTBP3 depletion diminished the angiogenesis-inducing potential of HEp-3 cells in vivo, which was restorable by exogenous delivery of LTBP3 protein. A similar compensatory approach rescued the dampened intravasation of LTBP3-deficient HEp-3 cells, suggesting that LTBP3 regulates the induction of the intravasation-supporting angiogenic vasculature within developing primary tumors. Using our recently developed microtumor model, we confirmed that LTBP3 loss resulted in the development of intratumoral vessels with an abnormal microarchitecture incompatible with efficient intravasation of HEp-3 carcinoma cells. Collectively, these findings demonstrate that LTBP3 represents a novel oncotarget that has distinctive functions in the regulation of angiogenesis-dependent tumor cell intravasation, a critical process during early cancer dissemination. Our experimental data are also consistent with the survival prognostic value of LTBP3 expression in early-stage head and neck squamous cell carcinomas, further indicating a specific role for LTBP3 in cancer progression toward metastatic disease.

Introduction

Metastasis, a major cause of cancer-related deaths, can be visualized as a multistep process that includes early events occurring at the primary tumor site, such as epithelial–mesenchymal transition (EMT) [1,2,3], tumor-induced angiogenesis [4,5,6], and tumor cell intravasation (i.e., entry of escaping tumor cells into the circulation mainly via intratumoral blood vessels) [7]. These early events are often paralleled by invasion of expanding tumor cells into the adjacent stroma, followed by later events, such as apoptosis avoidance and vascular arrest of the intravasated cells, their escape from immune surveillance, extravasation of the survived tumor cells into the secondary stroma, and outgrowth of extravasated tumor cells into overt metastases [8,9,10,11,12]. Because only few therapies efficiently target metastatic tumors and halt their deadly expansion, the investigation of specific mechanisms underlying early steps of cancer metastasis and discovery of new oncotargets represents an important task in cancer research.

Consistent with the complexity of metastasis, various types of molecules have been implicated in early steps of the metastatic cascade, including chemokines, signal transducers, transcription factors, proteases, and adhesion molecules [10, 13, 14]. Some of these molecules have direct and profound effects on tumor progression and development of a specific tumor microenvironment favoring metastasis. A significant mediator of events in the microenvironment is the cytokine transforming growth factor beta (TGFβ), which has both restraining and promoting effects on tumor progression [15,16,17,18]. For many epithelial cells, TGFβ acts as an inhibitor of cell growth and thus functions as a tumor suppressor in vivo. However, in the later stages of tumor development, TGFβ can function as a potentiator of cell growth and dissemination [19,20,21].

The intracellular and extracellular biology of TGFβ is complex. TGFβ, found as three isoforms (TGFβ-1, TGFβ-2, and TGFβ-3), is synthesized as a TGFβ pro-protein monomer containing two distinct regions: the propeptide sequence, called the latency-associated protein (LAP), and the mature TGFβ sequence. In the rough endoplasmic reticulum, the pro-TGFβ homodimer is formed and bound covalently to a latent TGFβ-binding protein (LTBP) molecule, generating a tripartite large latent complex (LLC). LLC formation involves disulfide bonding between the LTBP molecule and each of the two LAP regions of pro-TGFβ [22,23,24]. During maturation in the Golgi, pro-TGFβ is cleaved by furin, generating a mature TGFβ and LAP. Mature TGFβ and LAP homodimers remain associated, constituting a small latent complex (SLC) covalently bound to LTBP. Therefore, all TGFβs are secreted as a latent complex. Among the four LTBP isoforms, LTBP1 and LTBP3 efficiently bind to SLC containing any of the three TGFβ isoforms, whereas LTBP4 binds only TGFβ1-SLC and LTBP2 does not bind SLC [23,24,25].

The formation of the LLC is crucial for secretion of latent TGFβ, its binding to the extracellular matrix (ECM), and for release of mature TGFβ from the ECM [26,27,28,29]. The LLC, comprising the LTBP molecule and mature but inactive TGFβ dimer, is secreted from the cell. In the extracellular milieu, LLC is anchored via LTBP to fibronectin or fibrillin [30, 31]. TGFβ binding to LAP precludes the interaction of TGFβ with its receptor, TGFR, and, therefore, TGFβ must be released from LAP (a process referred as to activation) to bind TGFR and induce TGFR-mediated cell signaling [25]. LTBP1, LTBP3, and LTBP4 are important for modulating TGFβ functions [32,33,34], whereas LTBP2 and LTBP4 possess TGFβ-independent activities that regulate the organization of the ECM [29, 35].

Given the pleiotropic nature of TGFβ functions in cancer progression and the importance of LTBPs in the overall regulation of TGFβ activity, LTBP involvement in the metastatic cascade has received surprisingly little attention and the potential roles of individual members of the LTBP family in cancer cell dissemination remain unresolved. A few papers describe variations in expression of LTBP family members in a limited number of cancer types [36,37,38,39], but only two publications have functionally linked individual members of the LTBP family with different in vivo aspects of cancer cell biology. Thus, high levels of LTBP3 correlated with poor outcome in a subset of human breast cancer patients, whereas RNA knockdown causally linked LTBP3 with metastatic spread of breast cancer cells in mice [40]. The knockdown approach has also linked LTBP2 with inhibited invasion of thyroid carcinoma cells in vitro and their growth in vivo [41]. However, no studies have documented specific role(s) of LTBPs in cancer cell dissemination or indicated whether other types of cancer cells require LTBPs for metastasis.

Herein, using three human tumor cell lines of distinct tissue origin, two spontaneous metastasis models, and two experimental metastasis models, we have demonstrated that LTBP3 is required for efficient hematogenous dissemination of primary cancer cells. Importantly, loss of LTBP3 did not affect proliferation of tumor cells or their capacity to colonize secondary tissues, but significantly inhibited the ability of LTBP3-deficient cells to complete early steps in the metastatic cascade, including induction of angiogenesis and intravasation. Furthermore, the intravasation-promoting role of LTBP3 in metastasis might be independent of TGFβ. Our data indicate that LTBP3 acts as an autonomous regulator of early steps of the metastatic cascade and, therefore, LTBP3 represents a potential oncotarget for therapeutic intervention into metastatic spread of cancer. Finally, we show the prognostic value of LTBP3 expression for survival of cancer patients with early-stage head and neck squamous cell carcinomas, further corroborating our findings on a specific role for LTBP3 in cancer progression toward metastatic disease.

Results

Expression of LTBP3 in human tumor cells and its downregulation by siRNA

To examine the functional role of LTBP3 in different steps of the metastatic cascade, we employed small interfering RNA (siRNA) silencing to downregulate the expression of LTBP3 in human epidermoid HEp-3 and prostate PC-3 carcinomas and HT-1080 fibrosarcoma. All three cell lines secrete LTBP3 with an expected apparent mol. wt. of ~160–180 kDa (Fig. 1). Following treatment with LTBP3-specific siRNA (siLT3), all tested cell types displayed a substantial (>90–95%) and sustained (5–6 days) reduction in secreted LTBP3 compared to cells treated with control siRNA (siCtrl; Fig. 1). Importantly, this significant downregulation of LTBP3 was observed with five distinct siRNAs (Supplementary Table 1), all targeting unique sequences in LTPB3 transcripts, thereby reaffirming the specificity of siLT3 treatment (Supplementary Figure 1). The sequences of siLT3 duplexes are presented in Table 1 in the Supplemental Information. These LTBP3-targeting siRNAs were used throughout this study in both in vitro and in vivo experiments, and all siLT3 constructs demonstrated similar functional effects associated with the deficiency of secreted LTBP3 protein. Specificity of LTBP3 targeting was also confirmed by the lack of any LTBP3 downregulation by siRNA constructs against a transmembrane molecule CD44 or an intracellular protein RCL, while expression of LTBP3 was knocked down completely in parallel cultures treated with siLT3 (Supplementary Figures 2A, B). In agreement with the transient nature of siRNA treatment, LTBP3 secretion returned to control levels ~8–10 days after transfection (Supplementary Figure 2C).

Fig. 1
Fig. 1

Secretion of LTBP3 by human tumor cells and its downregulation by siRNA. High disseminating variants of human epidermoid carcinoma HEp-3 (a), prostate carcinoma PC-3 (b), and fibrosarcoma HT-1080 (c) cells were treated with control siRNA (siCtrl) or siRNA-targeting LTBP3 (siLT3). At the days indicated at the bottom of images (days after siRNA transfection), culture medium was changed for serum-free (SF)-medium. Equal volumes of 24 h CMs (SF-medium conditioned by the same number of tumor cells) were analyzed for the levels of LTBP3 protein (~160–180 kDa) by western blotting under reducing conditions. Positions of molecular weight markers in kDa are indicated on the left

To investigate whether downregulation of LTBP3 was accompanied by compensation in expression of other genes of the LTBP family, we analyzed the expression of LTBP1, LTBP2, and LTBP4 in HEp-3 cells transfected with siLT3. Reverse transcriptase polymerase chain reaction (RT-qPCR) data demonstrate that expression levels of these three LTBP genes were not affected by downregulation of LTBP3 (Supplementary Figure 3). In addition, we analyzed putative changes in the secretion of LTBP1 and LTBP3 proteins secreted after reciprocal treatment of cancer cells with LTBP3 or LTBP1 siRNAs (Supplementary Figure 4). This protein secretion analysis revealed no changes in the secretion of LTBP3 in response to treatment with siLT1 in both HEp-3 and HT-1080 cells and also demonstrated no changes in LTBP1 levels in HEp-3 cells treated with siLT3. Together, our mRNA and protein expression data provide no evidence for any putative compensation for LTBP3 deficiency in siLT3-treated cancer cells.

LTBP3 is involved in dissemination of human tumor cells in an avian model of spontaneous metastasis

The role of LTBP3 in spontaneous metastatic dissemination of human carcinoma cells was analyzed in two animal model systems employing either chick embryos or immunodeficient mice. In the chick embryo spontaneous metastasis model, human tumor cells are grafted on the chorioallantoic membrane (CAM), where aggressive cancer cells generate primary tumors and induce formation of angiogenic blood vessels [7]. Tumor cells intravasate into intratumoral blood vessels, reach the general circulation, and after a rapid cycle within the embryo the majority of circulating tumor cells are trapped in the fine capillary network of the CAM ectoderm plexus. Therefore, the CAM tissue serves as the main repository of intravasated cells, although a small fraction of intravasated cells also arrest in internal organs, including liver and lungs. For quantification of intravasated human cells, the portions of the CAM distal to primary tumor (2–3 cm from tumor border) are harvested and analyzed by extremely sensitive human-specific Alu-qPCR [42,43,44,45,46].

On the CAM, LTBP3-silenced cells from the three tumor cell lines formed highly vascularized primary tumors similar in size to siCtrl tumors (Figs. 2a, d, g). These results indicate that decreasing LTBP3 production and secretion does not diminish primary tumor growth over 5–7 days, consistent with the lack of inhibitory effects of siLT3 treatment on overall cell morphology and cell proliferation (Supplementary Figures 5 and 6A). However, LTBP3 silencing caused ~70, 65, and 50% decrease in the number of HEp-3, PC-3, and HT-1080 intravasated cells, respectively, as demonstrated by qPCR of human-specific Alu-sequences (Figs. 2b, e, h; graphs on the left). When analyzed as combined fold differences calculated in individual experiments (seven experiments for HEp-3 cells, six experiments for PC-3 cells, and five experiments for HT-1080 cells), LTBP3 knockdown resulted in 53% (P < 0.01), 55% (P < 0.01), and 52% (P < 0.01) inhibition of HEp-3, PC-3, and HT-1080 cell intravasation, respectively (Figs. 2b, e, h; graphs on the right). Thus, two methods of statistical analysis confirmed inhibition of intravasation ability by LTBP3 silencing. Furthermore, this inhibitory pattern of siLT3 treatment on intravasation was reproduced for all three types of tumor cells in the extent of their metastatic dissemination into the liver from control vs. LTBP3-deficient tumors (Figs. 2c, f, i).

Fig. 2
Fig. 2

Spontaneous dissemination of human tumor cells depends on LTBP3 expression. HEp-3 (ac), PC-3 (df), and HT-1080 (gi) cells were treated with control siRNA (siCtrl) or siRNA-targeting LTBP3 (siLT3). The day after transfection, the cells were grafted on the CAM of 10-day-old chick embryos at 0.6 × 106 (HEp-3), 2.0 × 106 (PC-3), or 0.5 × 106 (HT-1080) cells per embryo. On day 5 after cell grafting, primary tumors were excised and weighed to determine the efficiency of tumor growth (a, d, g). Portions of distal CAMs were harvested and processed to determine by Alu-qPCR the number of primary tumor cells intravasated to the CAM vasculature (b, e, h). A total of 47–63 siCtrl embryos and 40–52 siLT3 embryos were analyzed for each cell type in seven, six and five independent experiments employing HEp-3, PC-3 and HT-1080 cells, respectively (graphs on the left). To analyze the differences between intravasation efficiency across independent experiments, fold differences were determined for each data point relative to the mean of siCtrl group in each individual experiment and then combined for statistical analyses (b, e, h; graphs on the right). Dissemination of tumor cells from primary tumors to the liver (c, f, i) was analyzed in three independent experiments for HEp-3 and PC-3 cells (employing a total of 15–41 embryos per treatment/cell type) and two independent experiments for HT-1080 cells (employing a total of 20 and 12 embryos per siCtrl and siLT3 groups, respectively). Data are presented as means±SEM. *P < 0.05; **P < 0.01

These results indicate that LTBP3 is involved in spontaneous dissemination of human cancer cells and that expression and secretion of LTBP3 is essential for efficient intravasation of cancer cells representing three distinct histological types.

LTBP3 expression is not required for tissue colonization in an experimental metastasis model

Extravasation and secondary tissue colonization constitute late steps in the metastatic cascade, which can determine the overall outcome of spontaneous metastasis. To distinguish between requirements for LTBP3 during early vs. late metastatic events, we examined whether LTBP3 expression in cancer cells was critical for tissue colonization. We employed an experimental metastasis model, in which tumor cells are inoculated directly into the circulation, thereby bypassing all early steps of the metastatic cascade, including primary tumor formation and intravasation.

When inoculated into the allantoic vein of day-12 chick embryos, LTBP3-silenced HEp-3 and PC-3 cells exhibited similar levels of CAM colonization compared to their siCtrl-treated counterparts as determined by Alu-qPCR (Figs. 3a, b). Furthermore, tissue colonization by siCtrl and siLT3 GFP-tagged HEp-3 cells was very similar morphologically when analyzed by immunofluorescence microscopy (Fig. 3c), indicating that later events in metastasis, which follow intravasation and include vascular arrest, extravasation, and colony formation, are not affected by substantial downregulation of LTBP3 production in both HEp-3 and PC-3 cells. This conclusion is also supported by in vitro data showing that downregulation of LTBP3 in HEp-3 cells did not affect their proliferation, migration, and invasion (Supplementary Figures 6A, B, C). The lack of detrimental effects of LTBP3 downregulation on the motility of HEp-3 cells was also corroborated in vitro by the expression analysis of EMT-related proteins such as twist, slug, fibronectin, β-catenin, and E-cadherin, all of which are known to be involved in the regulation of cell locomotion. Whereas western blot analysis demonstrated that HEp-3 cells do not express E-cadherin, thus indicating their mesenchymal-like phenotype, it also showed no significant changes in any of these EMT-marker proteins in siLT3-treated vs. control HEp-3 cells (Supplementary Figure 7).

Fig. 3
Fig. 3

Levels of LTBP3 expression do not affect tissue colonization ability of human tumor cells. HEp-3 (a) and PC-3 (b) cells were treated with control siRNA (siCtrl) or LTBP3-targeting siRNA (siLT3). The following day after transfection, the cells were inoculated i.v. into the allantoic vein of 12-day-old chick embryos at 1 × 105 cells per embryo. On day 5 after cell injections, the CAM tissue was harvested and processed by Alu-qPCR to determine the efficiency of tumor cell colonization in the experimental metastasis model. Colonization capacity was determined in seven independent experiments for HEp-3 cells (employing a total of 65 control and 62 siLT3 embryos) and three independent experiments for PC-3 (employing a total of 28 and 31 embryos per siCtrl or siLT3 treatments, respectively). c Immunofluorescence microscopy of CAM tissue colonization. GFP-tagged HEp-3 cells were treated with siCtrl or siLT3 and inoculated i.v. into the allantoic vein of 12-day-old embryos. On day 5, the embryos were injected with Rhodamine-conjugated LCA to highlight the vasculature. After 5–10 min incubation, portions of the CAM were analyzed in a fluorescence microscope at the original ×200 magnification (×20 objective ×10 eyepiece). Scale bars, 50 µm

Together, these data indicate that LTBP3 deficiency does not affect the ability of carcinoma cells to complete late metastatic steps, further substantiating a significant role for LTBP3 in early tumor cell dissemination.

Functional involvement of LTBP3 in tumor cell-induced angiogenesis

One of the early metastatic events that precede the intravasation step during tumor cell dissemination is the formation of new tumor-induced blood vessels, i.e., angiogenesis. Intratumoral angiogenic vessels provide the major vascular conduits for intravasation of primary tumor cells and their subsequent dissemination to secondary organs [7]. Therefore, we next examined whether angiogenesis-inducing ability of cancer cells was affected by loss of LTBP3. Specifically, we investigated the effect of LTBP3 downregulation on the ability of HEp-3 cells to induce angiogenesis employing our quantitative in vivo assay [47].

HEp-3 cells, treated with siCtrl or siLT3, were incorporated into three-dimensional (3D) native collagen gels embedded between two small nylon meshes, generating “onplants” that were grafted on the CAM of chick embryos developing ex ovo. Within 3 days, newly formed vessels were scored and angiogenesis indices quantified as the ratio of grids filled with angiogenic blood-carrying vessels vs. total number of grids examined in an onplant. As demonstrated in Fig. 4a, siLT3 treatment significantly reduced the angiogenesis levels compared to the negative control (P < 0.01), indicating that LTBP3 secreted from tumor cells is involved in tumor cell-induced blood vessel formation.

Fig. 4
Fig. 4

LTBP3 protein is involved in tumor angiogenesis and tumor cell intravasation. a Angiogenic capacity of tumor cells depends on LTBP3 expression. HEp-3 cells were treated with siCtrl or siLT3 and employed in an in vivo angiogenesis model 2 days after siRNA transfection. The tumor cells were incorporated into 3D collagen onplants grafted on the CAM of 10-day-old chick embryos developing ex ovo. A total of 3 × 104 cells were incorporated in 30 μl collagen onplants and six onplants were grafted per embryo, six embryos per variant. On day 3 after grafting, the angiogenic blood vessels developed within 3D collagen gels were scored and angiogenesis indices determined for each individual onplant as the fraction of grids filled with the newly formed vessels vs. all grids of an onplant mesh. Data are presented as means±SEM; a total of 29 and 30 onplants were scored for each siRNA treatment in two independent experiments. *P < 0.05. b Analysis of total proteins secreted by 293 cells co-expressing LTBP3 and TGFβ. 10× CMs from 293-EV and 293-LT3/TGFβ cells (6 μl/lane) were analyzed by western blotting for LTBP3 (left) or silver staining (right) under reducing conditions. Whereas western blot indicates the abundance of LTBP3 protein secreted by the 293-LT3/TGFβ cells, silver staining indicates similar patterns of total proteins separated by SDS-PAGE with the exception of an ~160–180 kDa protein band that could represent the secreted LTBP3 (blue arrowhead on the right). c LTBP3 protein is functionally involved in tumor angiogenesis. HEp-3 cells were treated with siCtrl or siLT3 and employed in angiogenesis assays as described in (a). LTBP3-deficient cells were incorporated into 3D collagen gels along with the 10× EV or LT3/TGFβ CMs (brought to a final 1× concentration with PBS). From 53 to 62 onplants were scored for each treatment variant in two independent experiments. Data are presented as means±SEM. *P < 0.05, ** P < 0.01, ***P < 0.005. d LTBP3 protein is functionally involved in tumor cell intravasation. HEp-3 cells were treated with siCtrl or siLT3 and employed in intravasation assays as described in Fig. 2. On day 1 after tumor cell grafting, the “siLT3” embryos were randomly divided into four groups for daily treatments of developing microtumors (days 1–3) with 10× CMs (10 µl of EV-CM or LT3/TGFβ-CM and 25 µl of TGFβ-CM) or 10 μl SF-DMEM as vehicle control (all brought to a total volume of 100 μl with PBS). The siCtrl tumors also received three daily additions of vehicle. On day 5, primary tumors were excised and weighed, whereas the distal CAM tissue was analyzed by Alu-qPCR for the actual number of intravasated cells. CAM data are presented for embryos bearing tumors of similar tumor weight (see Supplementary Figure 7). Data are presented as means ± SEM calculated from the pooled data of two to seven independent experiments each employing from six to eight embryos per treatment condition. A total of 54, 33, 89, 15, and 12 embryos were analyzed for siCtrl + SF, siLT3 + SF, siLT3 + LT3/TGFβ-CM, siLT3 + EV-CM, and siLT3 + TGFβ-CM, respectively. *P < 0.05

We next sought to rescue the negative effect of LTBP3 downregulation on tumor-induced angiogenesis. To this end, HEK-293 cells were stably transfected with human LTBP3 alone (293-LT3), TGFB1 alone (293-TGFβ), or LTBP3 and TGFB1 together (293-LT3/TGFβ). Negative control cells were generated by using empty vectors (293-EV) and were confirmed by western blotting to produce no detectable LTBP3 or TGFβ (Supplementary Figure 8A,B). Both 293-TGFβ and 293-LT3 cells secreted very low levels of LTBP3 as indicated by western blotting (Supplementary Figure 8A). These cells also produced relatively low levels of TGFβ as demonstrated by a quantitative reporter assay and western blotting (Supplementary Figure 8B). In contrast, 293-LT3/TFGβ cells secreted high levels of LTBP3 and TGFβ (Supplementary Figures 8A, B), suggesting the mutual importance of LTBP3 and TGFβ for their secretion. Silver staining demonstrated similar amounts of total proteins secreted by all four 293 cell types (Supplementary Figure 8C), pointing to the potential use of concentrated conditioned media (CMs) in rescue experiments. Of note, siLT3-treated HEp-3 cells secreted ~50% less total TGFβ compared to siCtrl cells (Supplementary Figure 8D), also supporting that mutual expression of LTBP3 and TGFβ is critical for efficient secretion of each protein.

High levels of LTBP3 in ×10 LT3/TGFβ-CM and the complete lack of LTBP3 in EV-CM were confirmed by western blotting (Fig. 4b, left). In contrast, silver staining indicated no major differences in the bulk of proteins in CMs, except for an enrichment of a 160–180 kDa silver-stained protein band in LT3/TGFβ-CM likely representing secreted LTBP3 (Fig. 4b, right).

In angiogenesis assays, siLT3-treated HEp-3 cells were incorporated into collagen along with LT3/TGFβ-CM (serving as a specific enriched source of LTBP3 protein) or EV-CM (serving as a negative control), and the levels of induced angiogenesis were compared with those of siCtrl-treated cells (Fig. 4c). Similar to the data shown in Fig. 4a, downregulation of LTBP3 significantly diminished angiogenesis-inducing capacity of HEp-3 cells, and these dampened levels of angiogenesis were rescued with LT3/TGFβ-CM but not with EV-CM (Fig. 4c).

These data further indicated that the inhibition of tumor-induced angiogenesis in siLT3-treated HEp-3 cells was related to the LTBP3 protein deficiency and prompted us to employ this rescue approach in our primary tumor intravasation model as the development of intratumoral angiogenic vessels is required for efficient tumor cell dissemination [7].

LTBP3 protein is functionally involved in tumor cell intravasation

LTBP3-enriched LT3/TFGβ-CM was used to rescue intravasation of LTBP3-silenced HEp-3 cells. In these experiments, siLT3-treated HEp-3 cells were grafted on the CAM along with LT3/TGFβ-CM or EV-CM (10 μl of 10× CM per cell inoculum). Topical additions of the corresponding CMs were conducted on days 1 through 3 after tumor cell grafting. The siLT3 cells treated with plain SF-medium provided negative control for CM treatments, whereas siCtrl-treated HEp-3 cells served as a positive control for primary tumor development and high levels of tumor cell intravasation. On day 5 after cell grafting, primary tumors were excised to determine tumor weight and distal CAM tissue was analyzed by Alu-qPCR to determine the levels of intravasated HEp-3 cells in embryos bearing primary tumors with similar weight (Supplementary Figure 9).

When quantified as fold difference compared to the mean of negative control in seven independent experiments, siLT3 treatment resulted in almost 75% inhibition of HEp-3 intravasation (P < 0.05; Fig. 4d). Strikingly, the dampened levels of intravasation were increased more than 2.5-fold by addition of LT3/TGFβ-CM, which rescued intravasation to near siCtrl levels (P < 0.05), but there was no such increase if EV-CM was used (Fig. 4d). Importantly, no increase in intravasation occurred when TGFβ-CM was used for rescue, even if TFGβ-CM was added at 2.5-fold excess of LT3/TGFβ-CM (Fig. 4d), suggesting that the latent TGFβ, non-complexed to LTBP3, is incapable of rescuing LTBP3 deficiency. In addition, TFGβ-CM slightly inhibited growth of siLT3 tumors (Supplementary Figure 9), indicating a possible suppressive role of TGFβ not complexed with LTBP3.

LTBP3 regulates the angiogenesis-dependent tumor cell intravasation

To associate the LTBP3-dependent development of an intravasation-supporting intratumoral angiogenic vasculature directly with the levels of tumor cell intravasation, we employed our microtumor model [48]. In this model, tumor cells are grafted on the CAM within small droplets of native type I collagen. Five days later, the tumor-bearing embryos are injected with a fluorescent LCA, which is used to selectively highlight CAM vasculature [49]. LCA efficiently stains the surface of avian endothelial cells allowing for immunofluorescence imaging of live, non-fixed blood vessels in primary tumors developing from GFP-tagged tumor cells [43, 45, 46, 48, 50]. Portions of distal CAM are harvested and analyzed by Alu-qPCR to quantify the levels of intravasated tumor cells that have disseminated from the microtumors, whereas intratumoral vasculature is visualized in a fluorescence microscope.

Within 5 days after grafting, GFP-tagged HEp-3 cells treated with siCtrl or siLT3 gave rise to morphologically similar primary microtumors ~1.5–2 mm in diameter with overall similar density of tumor-associated blood vessels (Fig. 5a). However, epifluorescence microscopy revealed that siLT3 tumors exhibited less dilated and less perfusable intratumoral vasculature compared to control tumors (Fig. 5b). Following imaging, primary microtumors were analyzed for LTBP3 expression by western blotting that confirmed the sustained downregulation of LTBP3 in siLT3 microtumors at the time of intratumoral vessel microscopic examination (Fig. 5c). Detailed image distribution analysis confirmed a significant decrease in the fraction of intratumoral vessels with lumen diameter of ≥15–40 µm and a reciprocal increase in thinner vessels (<15 µm in diameter) in the LTBP3-deficient microtumors compared to the siCtrl tumors, where the vessels with ≥15–40 µm lumens constituted the majority (>60%) of all angiogenic vessels (Fig. 5d). It is important that, in conjunction with the downregulated LTBP3, the levels of intravasation from LTBP3-deficient tumors were substantially lower compared to control tumors (Fig. 5e). In tandem with the deficiency in ≥15–40 µm intratumoral vessels, these data strongly indicate that LTBP3 is functionally involved in tumor-induced angiogenesis and angiogenesis-dependent tumor cell intravasation.

Fig. 5
Fig. 5

LTBP3 regulates the development of intravasation-sustaining intratumoral vasculature. a Microtumors developed from HEp-3 cells treated with siCtrl or siLT3. GFP-tagged HEp-3 cells (green) were grafted on the CAM of chick embryos. Five days later, tumor-bearing embryos were inoculated with Rhodamine-conjugated LCA to highlight the vasculature (red). Scale bars, 250 µm. b Angiogenic vessels within siCtrl and siLT3 tumors were imaged at ×200 original magnification (×20 objective × 10× eyepiece). Scale bars, 50 µm. Intratumoral vasculature was imaged monochromatically in a red fluorescence channel (top) and then merged with the image of tumor cells acquired in green immunofluorescence channel (bottom). c Western blot analysis of LTBP3 protein (top) in siCtrl and siLT3 microtumors collected from tumor-bearing embryos (e1–e3). Five to six microtumors were pooled from each individual embryo. Analysis of human tubulin (bottom) was conducted in the same samples to validate equal protein load of human-specific tissue. Positions of molecular weight markers in kDa are indicated on the left. d Lumen diameter distribution within siCtrl and siLT3 intratumoral vasculature. Images of LCA-stained intratumoral vasculature were analyzed with ImageJ software for the size of intratumoral vessels in siCtrl and siLT3 primary tumors (n = 16 for each tumor type). Bars represent the fraction of vessels with a lumen size range (indicated above corresponding bars). e Levels of tumor cell intravasation determined by Alu-qPCR in siCtrl and siLT3 embryos indicate positive correlation with the proportion of intratumoral vessels with the >15–40 µm lumen size (shown in (d)). Data are presented as means ± SEM calculated from two independent experiments, collectively involving 11 embryos for each siRNA treatment. **P < 0.01

LTBP3 regulates dissemination of human carcinoma cells in a mouse model of spontaneous metastasis

To confirm that LTBP3 expression and secretion are critical for spontaneous dissemination of cancer cells in a mammalian setting, we used our novel orthotopic model for head and neck cancer employing immunodeficient mice (Supplementary Figure 10). In this model, human head and neck carcinoma cells (e.g., HEp-3 cells) are inoculated into the buccal mucosa, a well-vascularized tissue, assuring rapid development of primary tumors. Inoculation into the buccal mucosa instead of the tongue, a usual place for orthotopic implantation for head and neck carcinomas [51], also allows for the growth of relatively large primary tumors without major interference with the ability of tumor-bearing mice to consume solid food during tumor development. Importantly, aggressive primary tumor cells disseminate to the lungs and mandibular lymph nodes (the main sites of hematogenous and lymphogenous metastasis, respectively, in this model), where they can be visualized microscopically and quantified by human-specific Alu-qPCR.

GFP-tagged HEp-3 cells were treated with siCtrl or siLT3 and inoculated into the buccal mucosa of NOD-SCID mice (Fig. 6a). Within 12–14 days after grafting, both LTBP3-silenced and control HEp-3 cells yielded primary tumors of similar size (Fig. 6b). However, the spontaneous dissemination of LTBP3-deficient HEp-3 cells to the mouse lung was inhibited by more than 60%, as visualized by immunofluorescence microscopy (Fig. 6c) or quantified by Alu-qPCR (Fig. 6d; P = 0.016). Confirming the specificity and reproducibility of these findings, treatments of HEp-3 cells with different siLT3 constructs resulted in similar inhibitory effects of LTBP3 downregulation on the levels of lung metastasis, but not on primary tumor growth (Supplementary Figure 11). In contrast, equal numbers of human cells were found in the lungs from mice injected i.v. into the tail vein with either siCtrl-treated or siLT3-treated HEp-3 cells (Fig. 6e), demonstrating that tissue colonization, a late step in metastatic dissemination, did not depend on the levels of LTBP3 produced by tumor cells.

Fig. 6
Fig. 6

Levels of LTBP3 affect the capacity of HEp-3 cells to disseminate in an orthotopic spontaneous metastasis model for head and neck carcinomas. GFP-tagged HEp-3 cells were treated with control siRNA (siCtrl) or siRNA-targeting LTBP3 (siLT3). The capacity of siRNA-treated HEp-3 cells to spontaneously disseminate in a mammalian setting was determined in an orthotopic model employing NOD-SCID mice. Control and LTBP3-deficient HEp-3 cells were implanted into the buccal mucosa at 0.5 × 106 cells per site (one site per mouse). Primary tumors, fully formed by day 12 after cell implantations (a), were excised and weighed (b). The lungs were excised and imaged in a fluorescence microscope (c) and processed by Alu-qPCR to determine the number of human cells that metastasized into the lung tissue (d). The data are expressed as means ± SEM from five independent experiments employing collectively 30 and 27 mice in siCtrl and siLT3 groups, respectively. *P < 0.05. Control siCtrl and LTBP3-deficient siLT3 cells were also compared for their lung colonization capacity in an experimental metastasis model (e) and found not different statistically from each other (P > 0.05). Two independent experiments were performed, involving collectively 14 and 16 mice for siCtrl and siLT3 treatments, respectively

These results are entirely consistent with the outcomes of the CAM spontaneous and experimental metastasis assays (Figs. 2 and 3), thereby confirming a role of LTBP3 in early events in cancer cell metastatic dissemination, now demonstrated in two distinct animal models.

LTBP3 is a survival prognosis gene in early-stage head and neck cancer

Recently, LTBP3 has been identified as one of a number of genes with copy number alterations in patients with oral squamous cell carcinomas [52]. The data from our orthotopic murine model for head and neck cancer employing HEp-3 epidermoid carcinoma cells (Fig. 6) indicated that expression of LTBP3 is important for the levels of spontaneous metastasis of cancer cells from primary buccal tumors to lungs, but not for late stages of metastatic colonization associated with vascular arrest, survival, extravasation, and lung colonization, all of which follow the intravasation step.

To investigate whether the expression levels of LTBP3 were associated with overall survival of patients with head and neck cancer, we analyzed The Cancer Genome Atlas (TCGA) Provisional data set of head and neck squamous cell carcinomas (n = 517; stages I–IV) for overall 10-year survival depending on relative levels of LTBP3. The Kaplan–Meier survival curves for median LTBP3 expression value of >1135 (n = 258) vs. ≤1135 (n = 259) indicated that lower levels of LTBP3 expression are associated with slightly better survival rates (Fig. 7a). These “low LTBP3” and “high LTBP3” survival curves become separated earlier (at ~30 vs. ~50 months) if survival analysis is performed for LTBP3 expression cutoffs that were correspondingly increased to >1800 (n = 136) and lowered to <700 (n = 127; Fig. 7b). Importantly, when Kaplan–Meier survival curves are generated for these LTBP3 expression cutoffs but for the cohort of patients diagnosed at stages I–III instead of stages I–IV, the high levels of LTBP3 expression become associated with much worse rates of survival compared to low LTBP3 levels. Furthermore, this survival difference is highly significant (P = 0.028), with the survival curves now separating at ~20 months (Fig. 7c). Interestingly, a similar type of survival analysis from the same database does not indicate any overall survival benefit of low levels LTBP1 or LTBP2 gene expression with some but statistically insignificant benefit for low expression of LTBP4 gene (Supplementary Figure 12), further highlighting the high specificity and significance of the inverse correlation of LTBP3 expression with early-stage cancer patients’ survival (Figure 7).

Fig. 7
Fig. 7

Overall survival analysis for significance of LTBP3 gene expression in head and neck cancer. Overall 10-year survival curves were generated by Kaplan–Meier analysis for different cutoff values of LTBP3 gene expression levels and different stages of head and neck tumors in patients from TCGA data set (n = 517). a Median level of expression (1135) was used as a cutoff for all tumors, stages I through IV, in the database. b Kaplan–Meier analysis was conducted for stage I–IV tumors with relatively high (>1800) and low (<700) levels of LTBP3 expression. c Kaplan–Meier analysis was conducted for stage I–III patients with relatively high (>1800) and low (<700) levels of LTBP3 expression

Discussion

We have demonstrated that silencing of the TGFβ-binding protein, LTBP3, substantially reduces metastatic dissemination of two human carcinoma cell lines, HEp-3 and PC-3, and a human fibrosarcoma cell line, HT-1080, in two different live animal model systems, the chick embryo CAM, and a mouse orthotopic implantation model. When combined with the earlier study by Naba et al. on human breast carcinomas [40], the metastatic potential of four different tumor types has now been shown to depend on LTBP3. The specificity of the LTBP3 silencing was verified with multiple siLT3 constructs that led to >90% reduction in LTBP3 secretion over 4–7 days. The metastasis-targeting specificity of LTBP3 silencing was demonstrated by a number of experimental approaches: LTBP3 siRNA had no effect on tumor cell proliferation, chemotactic migration, and collagen invasion and, importantly, had little or no effect on primary tumor growth in vivo. However, the diminished LTBP3 production brought about a substantial 50–75% inhibition of tumor cell intravasation coordinated with a similar inhibition of cell dissemination to a secondary organ, liver, in the CAM model employing all three distinct tumor cell types tested and more than 60% inhibition of spontaneous metastasis to the lung in our orthotopic mouse model employing HEp-3 epidermoid carcinoma.

We also employed murine and avian experimental metastasis model systems, in which the outcomes of late steps in the metastatic cascade (vascular arrest, extravasation, and secondary tissue metastatic outgrowth) were quantitatively compared between control and LTBP3-silenced tumor cells. In these experiments, the LTBP3-deficient HEp-3 and PC-3 cells did not differ from their LTBP3-competent counterparts, showing equal colonization levels of mouse lung and chick embryo CAM. Not only did these experimental metastasis experiments indicate no deleterious, off-target effects of siLT3 on overall tumor cell functionality in vivo, but these results strongly affirmed that LTBP3 silencing specifically affected early events in the metastatic cascade. Furthermore, our mouse orthotopic lung metastasis data actually indicate that in control animals the first tumor cell dissemination events that are measured 12 days after cell implantation occur in the developing primary tumors very early, namely within first days of primary tumor development. The immunofluorescence images in Fig. 6 provide visual evidence for this conclusion. The colony size in the lungs of control animals appears larger than colonies in the lungs from the siLT3 group, indicating that colony-forming cells had arrived to the lungs of control animals at earlier times and thus had more time to proliferate and give rise to larger colonies compared with tumor cells disseminated from LTBP3-deficient tumors. These data further indicate that knockdown of LTBP3 affects an early step in cancer cell dissemination, namely the proposed intravasation step.

The most crucial evidence that LTBP3 is functionally involved in tumor cell intravasation is that the diminished intravasation of LTBP3-silenced cells was rescued by in vivo delivery of LTBP3 protein to primary tumors. In agreement with previous publications indicating that LTBP3 is secreted complexed with TGFβ [53, 54], the release of LTBP3 occurred only if LTBP3 was co-transfected with TGFβ. Importantly, only LTBP3-enriched CM, but not control EV-CM or TGFβ-CM devoid of LTBP3, rescued the siLT3-dampened intravasation. This direct intravasation-rescuing ability of LTBP3-containing CM strongly suggests that siLT3 treatment blocked a specific extracellular function of LTBP3 within the developing primary tumor microenvironment.

Networks of newly formed angiogenic vessels constitute a critical component of the primary tumor microenvironment. Our findings showing the effects of LTBP3-silencing on tumor cell-induced angiogenesis are indicative of the mechanism whereby LTBP3 deficiency in primary tumors dampens intravasation. Thus, the knockdown of LTBP3 in HEp-3 carcinoma cells caused a 50% inhibition of their angiogenesis-inducing capacity that was rescued by in vivo delivery of LTBP3 protein. Similarly, LTBP3-enriched CM delivered to primary tumors rescued in vivo the inhibited intravasation of LTBP3-silenced HEp-3 cells.

Formation of a functional intratumoral vasculature is also a prerequisite for the initiation of intravasation [7, 45, 46]. Therefore, the microarchitecture of intratumoral vasculature, namely the lumen size of angiogenic vessels, their interconnectivity, and permeability, are necessary for entry and subsequent dissemination of escaping primary tumor cells. In this regard, the LTBP3-silenced HEp-3 cells are deficient in their ability to induce the development of intratumoral vessels with lumen sizes ≥15–40 µm and proper interconnectivity within the primary tumor. The outcome of LTBP3 knockdown is that the intratumoral vasculature in LTBP3-deficient tumors is significantly depopulated of blood vessels with lumens between 15 and 40 µm, a size necessary for efficient entry and occupancy of disseminating tumor cells [45, 46]. Reciprocally, the LTBP3 knockdown caused an increase in the fraction of very thin, semi-collapsed, or non-perfusable vessels with lumens <15 µm, a diameter too narrow to accommodate the volume of an intravasating tumor cell. Importantly, these LTBP3-dependent microstructural changes in intratumoral angiogenic vessels were directly linked to the significantly diminished intravasation of LTBP3-silenced tumor cells (Fig. 5).

It is not possible at present to delineate the precise molecular mechanism of LTBP3-mediated induction of intratumoral vasculature and maintenance of its intravasation-sustaining ability as the majority of tumor cell-secreted LTBP3 is likely complexed with TGFβ [53, 54]. To do so will require the isolation of LTBP3 stripped of its TGFβ or the development of mutant forms of LTBP3 that are genetically manipulated to be incapable of binding TGFβ but nevertheless secreted. Generation of such TGFβ-less LTBP3 would allow uncoupling the functional effects of TGFβ vs. LTBP3 on tumor cell angiogenesis and tumor cell intravasation. Such efforts are now underway. The fact that the CM from LTBP3-downregulated HEp-3 cells still contains TGFβ is suggestive that TGFβ is not limiting and that the diminution of metastasis reflects loss of a TGFβ-independent activity of LTBP3. Our experiments carried out with TGFβ-CM used at 2.5-fold excess over LT3/TGFβ-CM indicated that the latent TGFβ secreted in the absence of LTBP3 could not compensate for LTBP3 deficiency in the tumor microenvironment (Fig. 4), again highlighting the functional compensatory activity of LTBP3. It is noteworthy that LTBP2 and LTBP4 both possess TGFβ-independent activities [29, 35]. Likewise, LTBP3 appears to possess specific functions that are either independent of TGFβ functionality or are required for TGFβ to act properly within the primary tumor microenvironment. The rescuing effects of the exogenously added LTBP3 on both tumor-induced angiogenesis and tumor cell intravasation also indicate that the LTBP3 that might have been produced by the host stromal cells was not able to compensate for the LTBP3 deficiency in cancer cells, once more emphasizing the importance of expression and secretion of tumor cell-derived LTBP3 within the complex microenvironment of the developing primary tumor.

The special significance of LTBP3 expression in cancer metastasis was also corroborated by our survival analysis for head and neck cancer, which indicated that among the four members of the LTBP family only LTBP3 gene expression levels were significantly associated with poor prognosis for patients diagnosed with tumors at relatively early stages of development (stages I–III), preceding stage IV when metastatic cancer cells had already accomplished their hematogenous metastasis to the secondary site(s). These clinical data nicely corroborate our findings obtained in live animal models on the significance of LTBP3 production and secretion in cancer cells for their early metastatic dissemination. In contrast to LTBP3, expression levels of LTBP1 and LTBP2 appear to positively correlate with survival rates of head and neck cancer patients. This tendency toward survival correlation with higher levels of LTBP1 expression is consistent with the view that LTBP1 might act as a tumor suppressor [55].

In conclusion, our study identified LTBP3 as a novel oncotarget protein involved in specific processes during cancer metastasis, namely in the induction of tumor angiogenesis resulting in the formation of the intratumoral vasculature capable of supporting active tumor cell intravasation. Importantly, our data are consistent with the survival prognostic value of LTBP3 expression in early-stage head and neck tumors, further indicating a specific role for LTBP3 in cancer progression toward metastatic disease. As inhibition of pleiotropic TGFβ signaling in cancer therapy has proven to be challenging [15, 21, 56, 57], the targeting of LTBP3 functions upstream of the TGFβ molecule might provide a more efficient approach to prevent early tumor cell dissemination.

Materials and methods

Human tumor cell lines and culture conditions

High-disseminating tumor variants were selected from parental human fibrosarcoma HT-1080, prostate carcinoma PC-3 (ATCC), and head and neck epidermoid carcinoma HEp-3 [44, 45, 58]. Generation of HEK-293 cell transfectants expressing LTBP3, TGFβ, or LTBP3/TGFβ is described in Supplementary Information. Cells were routinely cultured in DMEM supplemented with 10% fetal bovine serum (Peak Serum, Colorado, USA).


Downregulation of LTBP3

siRNA duplexes against human LTBP3 siRNA were from Santa Cruz (sc-106921A-C; pool of three unique siRNAs), Ambion (AM16708), and Invitrogen (10620318 and 10620319). Corresponding negative control siRNAs were from the same companies. Transfections were conducted with RNAiMax (Invitrogen), according to the manufacturer’s instructions. The nucleotide sequences of all five siRNA duplexes are presented in Table 1 in the Supplemental Information.


Animal studies

All experiments involving animals were conducted in accordance with the Animal Protocol approved by TSRI Animal Care and Use Committee (IACUC). Standard chick embryo angiogenesis model, chick embryo spontaneous and experimental metastasis models, and mouse experimental metastasis model are described in detail in the Supplemental Information. Group allocations were done without blinding during experiments or when assessing the outcomes of experiments.


CAM microtumor model

The assays were conducted as described [45, 46, 48]. Briefly, GFP-tagged HEp-3 cells, transfected with siCtrl or siLT3, were suspended at 1 × 107 cells per ml within 2.2 mg/ml neutralized type I collagen (Becton Dickinson). Six 10 µl droplets of cell-containing collagen mixtures were placed separately on the top of the CAM. After 5 days, Rhodamine-conjugated LCA was inoculated i.v. to highlight the vasculature (25 µg per embryo). Within 5–10 min, several pieces of the CAM tissue distal to the microtumors were excised and processed for Alu-qPCR to quantify the number of intravasated tumor cells, after which the primary microtumors were visualized in an Olympus microscope. Images were acquired using Pictureframe software and analyzed using ImageJ for the lumen size distribution of intratumoral blood vessels. Following image acquisition, microtumors were analyzed by western blotting for the levels of LTBP3 protein.


Mouse orthotopic model for spontaneous metastasis of human head and neck cancer

In this novel model employing either immunodeficient NOD-SCID or nu/nu mice, human head and neck carcinoma cells are orthotopically implanted into the buccal lining of the upper lip, instead of standard injections of tumor cells into the tongue, allowing for development of primary tumors without major interference with the food consumption by tumor-bearing mice till primary tumors reach ~0.5–0.6 g in weight. The lung is the main organ for hematogenous dissemination of HEp-3 cells in our orthotopic model. No disseminated human cells have been detected by Alu-qPCR in the liver, spleen, bone marrow, kidney, prostate, or brain of HEp-3 tumor-bearing mice.

GFP-tagged HEp-3 cells were inoculated into 8-week-old NOD-SCID female mice at 5 × 105 cells per site (one site per mouse). After 10–12 days, HEp-3 tumors reached the end point size and the mice were sacrificed. Primary tumors were excised and weighed. Lungs were excised and analyzed in an Olympus fluorescence microscope for the overall levels of lung colonization. Following imaging, lung tissue was processed for quantification of human tumor cells by Alu-qPCR.


Statistical analysis

Data processing and statistical analyses were conducted using GraphPad Prism. The data are presented as means ± SEM. Sample sizes for power of 90% and a significance level of 5% using a two-tailed unpaired t-test were determined based on the formulae provided in ref. [59]. The outliers were identified based on Grubbs’ test provided by GraphPad Software. Where indicated, the data from individual experiments were normalized relative to the control of a particular experiment and then fold differences were pooled for statistical analyses. The data sets were compared with the non-paired two-tailed Student’s t-test. P values <0.05 were considered statistically significant.


Analysis for overall 10-year survival depending on the levels of LTBP gene expression in head and neck cancer

Kaplan–Meier analysis was used to determine the prognostic significance of LTBP3 gene expression in head and neck cancer progression. Overall, 10-year survival curves for patients with head and neck squamous cell carcinomas were generated for the four members of the LTBP family (LTBP1, LTBP2, LTBP3, and LTBP4) with different cutoff values of their expression in primary tumors and different stages of cancer (I–IV) at the time of diagnosis using the data from The Cancer Genome Atlas Research Network (TCGA, Provisional: http://www.cbioportal.org/). Statistical analyses were performed using the statistical package provided by cBioPortal, and P values were calculated to test the associations between the selected cutoff level of LTBP gene expression and cancer stage as a clinicopathological parameter. P values <0.05 were considered significant.

Standard procedures, including western blotting, silver staining, measurement of total TGFβ, cell proliferation, Transwell migration, collagen invasion, and Alu-qPCR, are described in the Supplementary Information.

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Acknowledgements

This study was supported by grants R01CA157792 (E.I.D.), R01CA105412 (J.P.Q.), and R01CA034282 (D.R.) from the National Institutes of Health. This is manuscript no. 29589 from TSRI.

Author information

Affiliations

  1. The Scripps Research Institute, La Jolla, CA, USA

    • Elena I. Deryugina
    • , Ewa Zajac
    • , Tomoki Muramatsu
    •  & James P. Quigley
  2. The New York University School of Medicine, New York, NY, USA

    • Lior Zilberberg
    • , Grishma Joshi
    • , Branka Dabovic
    •  & Daniel Rifkin

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The authors declare that they have no competing interests.

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Correspondence to Elena I. Deryugina.

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https://doi.org/10.1038/s41388-017-0075-1

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