Abstract
Crosstalk of signaling pathways is critical during metazoan development and adult tissue homeostasis. Even though the transforming growth factor-beta (TGFβ) transduction cascade is rather simple, in vivo responsiveness to TGFβ ligands is tightly regulated at several steps. As such, TGFβ represents a paradigm for how the activity of one signaling system is modulated by others. Here, we report an unsuspected regulatory step involving Dishevelled (Dvl) and Par1b (also known as MARK2). Dvl and Par1b cooperate to enable TGFβ/bone morphogenetic protein (BMP) signaling in Xenopus mesoderm development and TGFβ responsiveness in mammalian cells. Mechanistically, the assembly of the Par1b/Dvl3/Smad4 complex is fostered by Wnt5a. The association of Smad4 to Dvl/Par1 prevents its inhibitory ubiquitination by ectodermin (also known as transcriptional intermediary factor 1 gamma or tripartite motif protein 33). We propose that this crosstalk is relevant to coordinate TGFβ responses with Wnt-noncanonical and polarity pathways.
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Main
Members of the transforming growth factor-beta (TGFβ) growth factors are pleiotropic cytokines that govern multiple cell fate decisions during development, differentiation and tissue homeostasis.1, 2 Defects in TGFβ responsiveness are common in diseases such as cancer, metastasis and fibrosis.3, 4 The TGFβ signaling is among the most straightforward signaling cascades: ligand binding to TGFβ receptors stimulates phosphorylation of receptor-activated Smads (R-Smad), which in complex with Smad4, accumulate in the nucleus and regulate gene expression.2 This seemingly simple biochemical cascade is the target of intense regulation, mediated, to a large extent, by post-translational modifications and protein–protein interactions that adjust strength and duration of the pathway, or even negate it according to the cellular context.5 Among these, regulation of Smad4 by a monoubiquitination/deubiquitination cycle recently emerged as a relevant mechanism to set the correct levels of TGFβ activity in vivo.6, 7
That said, a critical question remains how these layers of regulation are coordinated within other cellular cues. Conceivably, the answer largely relies in how the TGFβ cascade is modulated by other signaling pathways. A prominent example of this crosstalk is embryonic development, where TGFβ and Wnt signaling overlap in controlling germ layer patterning, neural induction and morphogenesis.1, 8 Wnt ligands act not only through β-catenin stabilization (i.e., the ‘canonical’ pathway) but also through ‘noncanonical’ pathways; the latter are critical for organization and polarity of epithelia and to orchestrate cell migration, axon growth and gastrulation movements.9 Integration of Smad activity and canonical Wnt signaling has received considerable attention.10, 11, 12 Instead, here we explored the crosstalk of TGFβ with Dishevelled (Dvl) and Par1b, in the context of noncanonical Wnt signaling and and Smad4 regulation.
Results
Dvl regulates TGFβ responses
We started this investigation by testing if Dvl, shared by canonical and noncanonical Wnt pathways,9, 13 impacts on TGFβ and bone morphogenetic protein (BMP) signaling. Overexpression of hDishevelled3 (Dvl3) did not activate Smad activity by itself; however, it enhanced the responses to TGFβ both on the pCAGA12-lux reporter, which is activated by binding of Smad3/Smad4 (Figure 1a) and on pMix2-lux, activated by the Smad2/Smad4 complex (Supplementary Figure S1A). Dvl3 also stimulated the activation of the BMP reporter Id1BRE by BMP-2 (Supplementary Figure S1B). The effect of Dvl3 on pCAGA12-lux and pMix2-lux activation was recapitulated by transfection of rFrizzled2 (Figure 1a and Supplementary Figure S1A), but not by activation of the canonical Wnt/β-catenin pathway, as overexpression of the Wnt-coreceptor LRP6, β-catenin itself, or inhibition of GSK3 did not show enhancement (Supplementary Figure S1C).
Next, we tested whether Dvl is required for Smad activity. Indeed, MDA-MB-231 cells transfected with small interfering RNAs (siRNAs) that deplete all three Dvls (Supplementary Table S1) displayed an attenuated response to TGFβ or BMP (Figure 1b, compare lanes 2 and 4, and Supplementary Figure S1E). Attesting the specificity of these results, the effect of Dvl depletion was rescued by adding back Xenopus Dvl (Figure 1b, compare lanes 4 and 6). A rescue was also obtained with a mutant form of Dvl specifically deficient in canonical Wnt/β-catenin signaling, DvlΔDix13 (Figure 1b, and Supplementary Figure S1F), suggesting that noncanonical Fz/Dvl signaling is instrumental for TGFβ and partially for BMP responsiveness (likely acting in concert with the pro-Smad1 effects of Wnt canonical signaling12). Importantly, activation of direct endogenous TGFβ target genes, such as p21Waf1, JunB, PAI1 –as well as induction of the BMP-target ID2 –was attenuated upon Dvl depletion in MDA-MB-231 and Hela cells (Figure 1c and Supplementary Figure S1G and data not shown). These results were confirmed with an independent set of Dvl siRNAs (Figure 1c and data not shown). These data suggest that Dvl is a critical element for TGFβ responsiveness in diverse cellular contexts.
We next analyzed whether Dvl is also required for TGFβ responses in vivo, by using the Xenopus embryo model system. During early development, endogenous TGFβ and BMP ligands are essential for induction and patterning of the mesodermal germ layer.1 We inhibited endogenous Dvl function with a Dvl dominant-negative construct, Xdd1.14, 15 Embryos were microinjected radially at the four-cell stage with 1 ng of Xdd1 mRNA and analyzed at the gastrula stage by in situ hybridization for the Nodal/Smad-target gene Xbra. As shown in Figure 1d, expression of Xdd1 attenuates Xbra activation, and rebalancing TGFβ signaling by co-injection of Smad2 mRNA that opposes the effects of Xdd1 mRNA. The effect of Xdd1 is unlikely due to interference with Wnt/β-catenin signaling because depletion of β-catenin with antisense oligonucleotides16 had no effect on Xbra expression (Supplementary Figure S1H) at doses that blocked expression of the Spemann Organizer marker Chordin17 (Supplementary Figure S1I). As for BMP signaling, we monitored expression of the Smad1-target Sizzled on the ventral side of the embryo. Dvl knockdown greatly reduced the intensity of the Sizzled staining compared with control embryos (Supplementary Figure S1J). Similar results were obtained with XVent-1, another direct target of BMP/Smad1 (data not shown). Altogether, these data support the notion that interference with Dvl attenuates TGFβ/BMP signaling in Xenopus embryos, a result in line with data shown above on mammalian cells.
Par1b regulates TGFβ responses
Dvl activity is intimately linked to acquisition of cell polarity, that in turn regulate cell migration and asymmetric organization of the cytoskeleton.13, 18, 19, 20, 21 One key element in these events is the interaction between Dvl and Par1b, an evolutionarily conserved kinase of the Par-polarity complex,22 such that Par1b is essential for noncanonical Wnt/Dvl signaling.23
We thus asked if Par1b has a role in the crosstalk between Dvl and TGFβ signaling in our assays. To assess this, HEK293T and MDA-MB-231 cells were transfected with two independent Par1b siRNAs. We found that endogenous Par1b is relevant for activation of luciferase reporters by TGFβ and BMP (Figures 2a and b, and data not shown), and for induction of endogenous TGFβ and BMP targets (Figure 2c and Supplementary Figure S2A). This effect was specific for Par1b, as we found no effect upon transfection of the dominant-negative aPKCζ isoforms, interfering with the Par6/Par3/aPKC complex (Supplementary Figure S2B). Moreover, overexpression of Par1b in MDA-MB-231 cells synergizes with TGFβ and BMP ligands in activating their Smad luciferase reporters (Figures 2d and e). In line with these transcriptional effects, Par1b is required for TGFβ-induced cell migration in wound-healing assays (Figure 2f).
Is Par1b relevant for TGFβ/BMP responsiveness in vivo? Previous studies in Xenopus embryos reported a key role for the Dvl/Par1b complex in coordinating gastrulation movements.23, 24 These studies were conducted by microinjecting morpholino (MO) oligonucleotides that individually targeted either XPar1by or XPar1bx, the two Xenopus Par1b isoforms. While we reproduced these results (data not shown), we sought to determine the consequences of the combined depletion of both isoforms. Injection of Par1bx/y MO in cleavage stage Xenopus embryos indeed strongly attenuated Nodal-dependent responses, as visualized by in situ hybridization for the mesodermal markers Xbra and VegT (Figure 2g and data not shown). Moreover, Par1b depletion reduced the BMP-dependent inductions of Sizzled and XVent-1 (Figure 2h and Supplementary Figure S2D). We conclude from these experiments that Par1b is required for TGFβ responses in vivo, closely recapitulating the requirements of Dvl in this pathway.
A Dvl/Par1b/Smad4 complex
To understand the roles of Dvl and Par1b in TGFβ responsiveness, we explored the biochemical nature of their requirements. Phospho-Smad3 levels induced by TGFβ treatment were not quantitatively affected by Dvl or Par1b depletions (Figure 3a, compare lanes 2, 8 and 10). Moreover, TGFβ-induced degradation of SnoN, a process known to be promoted by receptor phosphorylated Smad2/3 in a Smad4-independent manner,6 was also not affected by Dvl or Par1b depletion (Figure 3a). These data suggested that TGFβ receptor activation, R-Smads phosphorylation and their nuclear availability were unlikely primary targets of Dvl/Par1b activity. We thus turned our attention to Smad4. In co-immunoprecipitation (co-IP) experiments from HEK293T cell lysates, Smad4 bound both Par1b and Dvl3 at overexpressed and endogenous protein levels (Figures 3b–d and Supplementary Figure S3A). Dvl and Par1b form a protein complex in multiple cellular contexts, prompting us to investigate the mutual dependency of Par1b and Dvl3 for Smad4 association. Remarkably, depletion of endogenous Par1b impaired Dvl/Smad4 association (Figure 3d) but, at the same time, depletion of endogenous Dvl diminished Par1b/Smad4 complex formation (Figure 3e). To validate such mutual dependency, we assayed the relationships between Par1b and Dvl at the functional level. As shown in Figures 4a and b, overexpression of Dvl3 had no effect on TGFβ/BMP responsiveness in Par1b-depleted cells; in line, mutation of the Par1b-interaction domain of Dvl3 abolished Dvl3 activity (Supplementary Figure S3B). Interestingly, however, in conditions of protein overexpression, Par1b still displays partial activity in Dvl-depleted cells (Figure 4c). We conclude from these experiments that Par1b and Dvl promote Smad activity by cooperating for Smad4 association, a notion also supported by co-IP assays where overexpression of Dvl3 enhances Par1b association to Smad4 (Figure 4d).
Dvl and Par1b restrain Smad4 monoubiquitination
Given these biochemical interactions, we initially hypothesized that Par1b might serve as Smad4 kinase. However, in a reconstitution assay of Par1b-depleted cells, a Par1b K49A kinase-dead mutant (Par1b KD) was as efficient as wild-type Par1b in the rescue of TGFβ responsiveness (Supplementary Figure S3C) indicating a non-enzymatic function of the Dvl/Par1b complex. How then does the binding of Dvl/Par1b to Smad4 regulate Smad activity? Recent loss-of-function studies in mouse and Xenopus embryos revealed that a fundamental layer of control for Smad activity centered on Smad4 ubiquitination.6, 7 We hypothesized that Par1b and Dvl may support TGFβ signaling by preventing Smad4 ubiquitination.6, 7 As show in Figures 5a and b, Smad4 monoubiquitination was reduced by raising the levels of Dvl3 and Par1b (both wild-type and kinase-dead). This was also observed upon overexpression of Frizzled (Figure 5a), whose effect was further enhanced by co-transfection of noncanonical Wnt ligands, such as Wnt5 and Wnt11 (Supplementary Figure S3D). Conversely, depletion of Par1b from MDA-MB-231 cells (i) increased the levels of Smad4 monoubiquitination (Figure 5c) and (ii) was sufficient to inhibit the effects of Frizzled overexpression (Figure 5d).
Par1b/Dvl/Smad4 and Ecto/Smad4 are alternative complexes
Monoubiquitination of Smad4 is promoted by Ecto/Tif1g/TRIM33 and opposed by the deubiquitinase FAM/USP9x.6 We first tested if Dvl/Par1b promotes Smad4 deubiquitination through FAM/USP9x, but we found that Par1b or Frizzled were still active in cells depleted of FAM (Supplementary Figure S3E and data not shown); proteasome inhibition was unable to rescue monoubiquitinated Smad4 in Dvl3 or Par1b overexpressing cells (Supplementary Figure S3F and data not shown). We thus tested a different scenario, one whereby Smad4 incorporation in Par1b/Dvl/Smad4 complexes opposes Smad4 interaction with Ecto. This model is supported by the following evidences: (i) endogenous Smad4/Ecto complexes were inhibited upon overexpression of Dvl3 or Par1b (Figure 5e); (ii) in vitro, affinity purified Par1b protein antagonizes Smad4/Ecto complexes, and this is enhanced by Dvl3 (Supplementary Figure S3G); (iii) the binding between endogenous Ecto and Smad4 proteins was increased in extracts from Par1b-depleted 293T cells (Figure 5f). These results were validated by using a biochemical read-out of Ecto activity, namely, reduction of the binding between Smad2 and Smad4:6, 25 in agreement with raised levels of Smad4 monoubiquitination, formation of the Smad4/Smad2 complex was decreased in Par1b-depleted cells, and this inhibition could be rescued by the concomitant loss-of-Ecto (Figure 5g). In line with these results, expression of Ecto inhibits TGFβ signaling, but this is opposed by co-expression of Dvl3 or Par1b (Figure 5h).
Our observation that Par1b and Dvl foster Smad4 function by opposing Ecto raised an apparent conundrum: to be effective, Par1b and Dvl should act on the same compartment in which Ecto is located, that is, in the nucleus. This is at odd with the general notion that Dvl works in the cytoplasm to regulate Wnt signaling. However, Dvl was also shown to shuttle between the cytoplasm and nucleus26 such that treatment with the nuclear export (CRM1/exportin) inhibitor leptomycinB causes retention of green fluorescent protein (GFP)-Dvl in the nucleus (see Figure 6b below). Monitoring endogenous Dvl3 localization by nuclear-cytoplasmic fractionation of cell lysates, we detected a nuclear pool of Dvl3 in our cellular systems, which was intriguingly enhanced upon transfection of XWnt5a expression plasmid (Figure 6a, compare lane 1 with lane 3). Similarly, monitoring the localization of Dvl-GFP by immunofluorescence, we also found increased Dvl nuclear residency in Wnt5a-expressing cells (Figures 6b and c). Par1b distribution was even between cytoplasm and nucleus, and not affected by Wnt5a (Figure 6a); however, Wnt5a stimulation increased the formation of the endogenous Par1b/Smad4 complex (Figure 6d) and led to inhibition of Ecto/Smad4 complexes (Figure 6e). Together with data presented in Figure 5, these data suggest that Wnt-noncanonical signaling promotes nuclear Dvl, which, in turn, enhances Par1b/Smad4 complexes at the expenses of the Ecto/Smad4 complexes.
If Par1b works by inhibiting Ecto, then loss-of-Ecto should be epistatic to loss-of-Par1b for TGFβ responses. We tested this hypothesis in MDA-MB-231 cells with combined siRNA-mediated depletion of Par1b and Ecto. As shown in Figure 7a, loss-of-Ecto readily rescued TGFβ responsiveness of Par1b-depleted cells. Moreover, also in Xenopus embryos, combined depletion of Ecto and Par1b rescued mesoderm deficiency caused by the sole Par1b depletion (Figures 7b and c, compare Par1b MO with Par1b + Ecto MO-injected embryos). Thus, Ecto functions downstream of Par1b.
Discussion
The data here presented highlight the key role of Ecto/Tif1γ-Smad4 axis as focal point of signaling crosstalk between Dvl/Par1b signaling and TGFβ ligands. Dvl and Par1b are established regulators of Wnt-noncanonical signaling and cell polarity.13, 22 Here, we identified a novel function for Dvl and Par1b as positive regulators of the TGFβ/BMP signaling cascade. We found that formation of a Dvl/Par1b/Smad4 complex protects Smad4 from ubiquitination and inhibition by Ectodermin/Tif1γ. Ecto is an essential negative regulator of TGFβ gene responses in vivo, as validated genetically in Ecto-knockout mice or Ecto-depleted Xenopus embryos showing a massive expansion of Nodal/Smad4-induced cell fates.6, 7, 27, 28, 29 For example, loss of Ecto/TIF1g/TRIM33 in early mouse embryos leads to aberrant expansion of Nodal targets, such as Lefty or Cerberus, and of Node-associated mesoderm fates in Epiblast-specific Ecto knockouts.7 Here we propose that by opposing Ecto activity, Dvl/Par1b is required to sustain Smad responsiveness.
An element of novelty in this study is the characterization of a nuclear function for Dvl and Par1b. In canonical and noncanonical Wnt signaling, the function of Dvl takes place either in the cytoplasm or in membrane compartments.18, 19, 23 Dvl has also been reported to shuttle through the nucleus, but the biological relevance of this event remained so far poorly understood.26 Our data suggest that, upon Wnt-noncanonical signaling delivered by Wnt5a, a fraction of Dvl enters (or is stabilized in) the nucleus, where it is engaged in the formation of a complex with nuclear Par1b and Smad4. Indeed, treatment of Wnt5a stabilized the formation of the Dvl/Par1b/Smad4 complex and inhibited Ecto/Smad4 interaction. This parallels with Par1b-dependent inhibition of Smad4 ubiquitination by Frizzled/Wnt5a.
Par1b was originally identified as a Dvl kinase and is also a member of the microtubules-associated regulatory kinases (MARKs).22, 30 Surprisingly, however, our data indicate that the kinase activity of Par1b is actually dispensable for Smad4 activation. This differs from the regulation of TGFβ signaling by the canonical Wnt pathway, whereby R-Smad-linker phosphorylation is critical for R-Smad ubiquitination and to inhibit TGFβ responses.11, 12, 31
This work highlights Smad4 as a point for signaling crosstalk in the TGFβ cascade: it is tempting to speculate that during Xenopus mesoderm development, Dvl and Par1b activity may couple and reinforce cell fate specification triggered by TGFβ ligands with cell polarization and migration. This crosstalk might operate in cellular contexts other than those here investigated. For example, Wnt-noncanonical and TGFβ pathways have been recently shown to be required and to cooperate in establishing mesenchymal and stem-cell fates in mammary cells, including de novo induction of cancer stem cells;32 this would be consistent with the recently reported requirement of Ecto as endogenous limiting factor for induction of epithelial-to-mesenchymal transition by TGFβ/Smad4 signaling in immortalized breast cells.33 Moreover, the activity here described for Dvl and Par1b might also represent either a basal function of these proteins or a function regulated by other signaling cascades, independently of Wnt-noncanonical signals. Dvl and Par1b are indeed key sensors and regulators of cell polarization, adhesion and cytoskeletal dynamics; our findings may represent a mean by which the intensity of TGFβ responses is harmonized to tissue architecture.
Materials and Methods
Biological assays in mammalian cells and Xenopus embryos
Luciferase assays
MDA-MB-231 or HEK293T cells were transfected with Transit-LT1 (MirusBio, Madison, WI, USA) and, after 24 h, the medium was changed to 0.2% fetal calf serum overnight. Cells were then either untreated or treated for 8 h with TGFβ1 (1 ng/ml, unless indicated otherwise), before harvesting. BMP-2 (Peprotech, Rocky Hills, NJ, USA) was used at 200 ng/ml. Cells were harvested 48 h after transfection. Luciferase reporters CAGA12-lux34 and ID1-BRE-luc35 (25 ng/cm2) were co-transfected with CMV-β-gal (40 ng/cm2) to normalize for transfection efficiency with CPRG (Roche, Indianapolis, IN, USA) colorimetic assay. hPar1b/MARK2 and hDvl3 expression plasmids were used at 250 ng/cm2. DNA content in all samples was kept uniform by adding pBluescript plasmid. For luciferase assays in siRNA-depleted cells, the indicated siRNAs were transfected first; after 24 h, cells were washed from transfection media, and transfected with plasmid DNA. Unless otherwise indicated, siDvl#1 and siPar1b#1 (see Supplementary Table S1) were used throughout this study. Each sample was transfected in duplicate. Each experiment was repeated three times.
Xenopus assays
Xenopus embryo manipulations, capped mRNAs and MO injection and in situ hybridization were as previously described.7 Control MO was 5′-CCTCTTACCTCAGTTACAATTTATA-3′; MOs targeting Par1b were as in Ossipova et al.23 that is, Par1bx: 5′-CCAAAAAGCAGGTCCCTCTCATGTA-3′; Par1 by: 5′-TCGGCAGCGGTGTCCTGGTGGTCAT-3′.
All MOs were purchased from Gene Tools (Philomath, OR, USA). MOs were resuspended in HEPES 0.5 mM, pH 7.6 (25 μg/μl stock). MOs were heated to 70 °C for 5 min before microinjection. Embryos at the four-cell stage were microinjected radially in each blastomere with 4 nl, containing a quarter of the per embryo amount of MOs and/or mRNA, and cultivated at 18 °C until reaching the desired developmental stage.
co-IP and protein ubiquitination assays
HEK293T and MDA-MB-231 were transfected with combinations plasmid as indicated in each figure. DNA doses were the following: HA-ubiquitin (8 μg/10 cm dish), mFZ8 (500 ng/10 cm dish), Flag-Smad4 (100 ng/10 cm dish), Flag-Par1b/MARK2, xFz7, hDvl3, hLRP-6 and AXIN-2, (all at 5 μg/10 cm dish). DNA content in each well was kept uniform by adding pBluescript.
For protein–protein interaction studies, cells were treated as indicated and lysed by sonication in lysis buffer (25 mM HEPES (pH 7.8), 400 mM KCl, 5 mM EDTA, 0.4% NP40, 10% glycerol freshly supplemented with 1 mM DTT, protease inhibitor cocktail (Roche), phosphatase inhibitor cocktail II (Sigma, St. Louis, MO, USA), 250 ng/ml ubiquitin-aldehyde (Sigma). Extracts were diluted fourfold to bring KCl concentration to 100 mM and NP40 to 0.1%, supplemented with 5 mM MgCl2, and subjected to protein-A sepharose immunoprecipitation 4 h at 4 °C. For ubiquitination assays, cells were harvested 48 h post-transfection by sonication in Ub-lysis buffer (50 mM HEPES (pH 7.8), 200 mM NaCl, 5 mM EDTA, 1% NP40, 5% glycerol, freshly complemented with 1 mM DTT, protease inhibitor cocktail (Roche), phosphatase inhibitor cocktail II (Sigma), and 250 ng/ml ubiquitin-aldehyde (Sigma)). Cell lysates were immunoprecipitated 4 h at 4 °C with protein-A-antibody sepharose beads in Ub-lysis buffer supplemented with 2 mM MgCl2, followed by three washes with Ub-wash buffer (50mM HEPES (pH 7.8), 500 mM NaCl, 1% NP40, 5% glycerol, 1 mM EDTA, 2.5 mM MgCl2) each of 2 min rotating at room temperature.
Nuclear and cytoplasmic fractions of HEK293T cells were prepared as follows: confluent cells were washed with PBS and allowed to swell with ice-cold hypotonic buffer (20 mM HEPES at pH 7.6, 20% glycerol, 10 mM NaCl, 1.5 mM MgCl2, 0.2 mM EDTA and 0.1% NP40) for 10 min at 4 °C, gently scraped and collected into Falcon tubes. Cells were spun at 500 r.p.m. for 10 min and supernatant was used as the ‘cytoplasmic’ fraction. The cell pellet was resuspended with Ub-lysis buffer, sonicated and spun and the supernatant was used as ‘nuclear’ fraction.
Abbreviations
- TGFβ:
-
transforming growth factor-beta
- BMP:
-
bone morphogenetic protein
- TRIM33:
-
tripartite motif protein 33
- Tif1γ:
-
transcriptional intermediary factor 1 gamma
- Ecto:
-
ectodermin
- GFP:
-
green fluorescent protein
- siRNA:
-
small interfering RNA
- FCS:
-
fetal calf serum
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Acknowledgements
This work is supported by grants from the following agencies: AIRC (Italian Association for Cancer Research) PI and AIRC Special Program Molecular Clinical Oncology ‘5 per mille’, University of Padua Strategic-grant, IIT Excellence-grant, HFSP and Comitato Promotore Telethon grant to SP, and from AIRC and MIUR grants to SD and MC. MI was initially recipient of a Toyobo and Uehara Foundations grants; MI and AM were Marie Curie fellows.
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Mamidi, A., Inui, M., Manfrin, A. et al. Signaling crosstalk between TGFβ and Dishevelled/Par1b. Cell Death Differ 19, 1689–1697 (2012). https://doi.org/10.1038/cdd.2012.50
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DOI: https://doi.org/10.1038/cdd.2012.50
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