Abstract
During pre-implantation development, the mammalian embryo self-organizes into the blastocyst consisting of an epithelial layer encapsulating the inner-cell mass (ICM), which gives rise to all embryonic tissues1. In mice, oriented cell division, apico-basal polarity and acto-myosin contractility are thought to contribute to the formation of the ICM2–5. However, how these processes work in concert remains unclear. Here, we show that asymmetric segregation of the apical domain generates blastomeres with different contractility, which triggers their sorting into inner and outer positions. 3D physical modeling of embryo morphogenesis reveals that cells internalize only when differences in surface contractility exceed a predictable threshold. We validate this prediction using biophysical measurements and successfully re-direct cell sorting within the developing blastocyst using maternal myosin (Myh9) knockout chimeric embryos. Finally, we find that loss of contractility causes blastomeres to show ICM-like markers regardless of their position. In particular, contractility controls Yap sub-cellular localization6, raising the possibility that mechanosensing occurs during blastocyst lineage specification. We conclude that contractility couples the positioning and fate specification of blastomeres. We propose that this ensures the robust self-organization of blastomeres into the blastocyst, which confers remarkable regulative capacities to mammalian embryos.
During the 8- to 16-cell stage transition, oriented divisions can push one of the daughter cells towards the inside of the embryo5,7,8. Alternatively, blastomeres were observed to internalize after the 8- to 16-cell stage division, possibly driven by differences in cell contractility2,3. How the embryo generates cell populations with distinct contractile properties is however unknown, and the physical mechanism by which this leads to internalization remains disputed2,3.
We first investigate the origin of the differences in contractility among blastomeres at the 16-cell stage. During the 8-cell stage, blastomeres polarize by forming an apical domain, which occupies only a portion of the contact-free surface. This apical material can be asymmetrically inherited during the following division2,9, giving rise to both polarized and unpolarized blastomeres within the 16-cell stage embryo, as can be observed from the levels of the essential apical protein aPKC4,10,11 (Extended Data Fig. 1). We observe that unpolarized blastomeres, with low levels of aPKC, show higher cortical levels of myosin than polarized ones (Extended Data Fig. 1). Moreover, in embryos knocked-out for two isoforms of aPKC4,10, we observe no reduction of myosin levels where the apical domain would normally be, suggesting that aPKC antagonizes cortical myosin accumulations at the apical domain (Extended Data Fig. 1). As a consequence of reduced levels of myosin, one expects the apical domain to exhibit reduced contractility. To test this, we take advantage of the periodic contractions that appear during the 8-cell stage12,13 and use them as a proxy of contractility. Upon polarization of 8-cell stage blastomeres, we measure contractions of lower amplitude at the apical domain than in the rest of the cortex (apical/non-apical: 59 ± 23%, Mean ± SD, n = 17 blastomeres, Fig. 1a-e, Supplementary Video 1). After asymmetric division of 8-cell stage blastomeres, the polarized 16-cell stage blastomeres often show no detectable periodicity (52% of 23 polarized blastomeres showing contractions, Fig. 1d, Supplementary Video 2) and their contractions display lower amplitudes than those of unpolarized blastomeres (polarized/unpolarized: 65 ± 26%, Mean ± SD, n = 23 doublets, Fig. 1f-i). More precisely, we find that this difference in contractility between polarized and unpolarized blastomeres intensifies as cells internalize (Extended Data Fig. 2). Contractility in polarized blastomeres remains dampened by the apical domain (Fig. 1j, Extended Data Fig. 1-2) and polarized sister cells resulting from symmetric divisions show little cortical heterogeneity and do not internalize (Extended Data Fig. 2). On the contrary, unpolarized blastomeres increase their contractility, as initiated during compaction at the 8-cell stage12, resulting in increasing heterogeneity in doublets stemming from asymmetric divisions (Fig. 1j, Extended Data Fig. 2). In summary, we identify the asymmetric inheritance of the apical domain during the 8- to 16-cell stage division as the source of differences in contractility among blastomeres.
How these differences in cell contractility physically translate into the internalization of the ICM remains unclear2,3. To quantitatively describe the mechanism of internalization, we consider the blastomeres surface tensions, which are controlled by acto-myosin contractility14, and build thereupon a physical model of their configuration. At first, we consider a cell doublet as a minimal system in which one cell envelops its neighbor in an entosis-like process15 (Extended Data Fig. 2, Supplementary Video 5). This reductionist approach is justified by the fact that doublets resulting from asymmetrically divided 8-cell stage blastomeres recapitulate both the morphogenesis and fate specification of the whole embryo16,17. Noting γc the surface tension at cell-cell contacts and γi the tension at the cell-medium interface of the cell i (with i = 1 or 2 for a cell doublet, Fig. 2a), we define three dimensionless parameters: a compaction parameter α = γc / 2γ2; a volume asymmetry β = (V1 / V2)1/3, where V1 and V2 are the volumes of each cell; and a tension asymmetry δ = γ1 / γ2. We can analytically derive the conditions for cell internalization (Fig. 2b-c, Supplementary Video 3, Supplementary Note). Full internalization occurs whenever δ > 1 + 2α (Fig. 2b-c), thus defining an internalization threshold δc = 1 + 2α for the tension asymmetry, in agreement with previous numerical studies18–20. Before this transition, partial internalization configurations are predicted, which match the configurations observed experimentally in doublets of 16-cell stage blastomeres (Extended Data Fig. 2, Supplementary Video 5). Interestingly, the internalization threshold δc is not influenced by the size asymmetry β but depends critically on the compaction parameter α (Extended Data Fig. 3). Modulating α in the absence of tension asymmetry is however not sufficient for driving internalization. For the value of the compaction parameter measured at late 8-cell stage12, α ~ 0.25, we predict that any tension asymmetry δ higher than δc ~ 1.5, should lead to complete internalization (Fig. 2b-c). Therefore, when measuring tension asymmetries, we expect that δ should not exceed ~ 1.5, otherwise the cell should be fully internalized and hence inaccessible to non-invasive methods.
To generalize this approach to the formation of the ICM in an embryo with 16 cells, we build a 3D numerical model of the embryo, using a multi-material mesh-based surface-tracking method21 (Supplementary Note). We find in simulated embryos the same internalization conditions as in cell doublets, with a transition occurring above the threshold value δc ~ 1.5 (Fig. 2d, Extended data Fig. 7, Supplementary Video 4). Therefore, the same physical mechanisms can explain the envelopment of one cell by another15 and the sorting of cells within a tissue18,19,22,23.
To experimentally test the predictions of the model, we use microaspiration to measure the surface tensions of sister cells after the 8- to 16-cell stage division, visualize their internalization and then track their position within the blastocyst (Fig. 3a, Supplementary Video 6). Sister cells remaining at the surface of the embryo and failing to contribute to the ICM in the blastocyst show no tension asymmetry at the 16-cell stage (δ = 1.04 ± 0.03, Mean ± SD, n = 8 pairs of sister cells, Fig. 3b). On the other hand, when one sister cell internalizes after the 8- to 16-cell stage division and contributes to the ICM within the blastocyst, we measure a tension asymmetry of 1.24 ± 0.17 (Mean ± SD, n = 7 pairs of sister cells, Fig. 3b). This confirms that asymmetric divisions are the source of tension heterogeneities in the embryo. Furthermore, the observation that internalizing cells are the only ones showing tension heterogeneity relative to their sister cells supports the hypothesis that tension heterogeneity is sufficient to drive cell internalization. Finally, the measured tension asymmetries are indeed lower than the internalization threshold value δc ~ 1.5, as predicted by our theory.
To directly test the proposed internalization mechanism, we first generate embryos that lack the maternal allele of Myh924 (mMyh9 hereafter), the specific isoform of myosin heavy chain that is required for pre-implantation development (zygotic25 and maternal zygotic Myh10 knockout embryos form normal blastocyst, Supplementary Video 7). Although compaction is delayed due to their inability to generate sufficient tensions12 (Extended Data Fig. 4), those embryos form blastocysts (Supplementary Video 8) and viable offspring. Then, we transplant onto a mMyh9 host embryo a WT blastomere, which typically internalizes (60% of 20 grafted blastomeres internalized, Fig. 3d, h, Supplementary Video 9, corresponding numerical simulation Fig. 3e, Supplementary Video 10) and contributes to the ICM of the host embryo. In contrast, when transplanted onto WT embryos, a mMyh9 blastomere always remains at the surface of the embryo (none of 12 grafted blastomeres internalized, Fig. 3e, h, Supplementary Video 11 corresponding numerical simulation Fig. 3g, Supplementary Video 12), and stretches to envelop blastomeres of the host embryo. In comparison, transplanting WT cells onto WT hosts leads to a lower internalization frequency than with mMyh9 hosts (31% of 33 blastomeres internalized, p = 0.05, Fig. 3c, h, Supplementary Video 13). We conclude that the hierarchy of contractility between blastomeres is sufficient to direct cell internalization. As internalizing cells do not have an apical domain (Fig. 1, Extended Data Fig. 1-2) and do not require intact contractility of neighboring cells (Fig. 3d), the mechanism by which cells internalize is analogous to a cell sorting process22 and is distinct from an apical constriction, as previously proposed3.
While cells adopt their position within the embryo, they segregate into two distinct lineages: trophectoderm and ICM. In the mouse embryo, this lineage specification is regulated by Yap sub-cellular localization4,11, which, in cultured cells, is regulated by contractile forces6. Therefore, we test if contractility influences Yap localization and thereby fate specification. In agreement with previous studies2,4, we find less cytoplasmic phosphorylated Yap in cells closer to the surface than in the internalized ones (Extended Data Fig. 5a, h). These blastomeres initiate trophectoderm specification as surface cells show highest Cdx2 levels (Extended Data Fig. 5a, o). In embryos treated with different concentrations of the myosin inhibitor Blebbistatin (Bb), the correlation between these fate markers and cell position is weakened in a dose-dependent manner (Extended Data Fig. 5-6). Moreover, mMyh9 embryos show similar defects at the 16-cell stage (Extended Data Fig. 5g, n, u, 6c, f), despite being viable (unlike Bb-treated embryos). While inhibiting contractility de-compacts embryos12, the position of cells is not shuffled, and yet the localization of Yap is affected. During cell internalization, outer cells deform extensively. This is especially the case for doublets in which, similarly to complete embryos, cytoplasmic localization of phosphorylated Yap is lowest for outer cells (Fig. 4a, c, d). When cell deformation is blocked by Bb treatment, phosphorylated Yap localization and Cdx2 levels become homogeneous within doublets (Fig. 4b-f). Remarkably, inhibition of contractility causes both blastomeres to become inner cell-like with respect to phosphorylated Yap localization and Cdx2 levels, despite their external position (Fig. 4). This is consistent with internalizing cells reducing their contractility over their entire surface, since cell-cell contacts have a contractility equivalent to Bb-treated cells12. Together, these results indicate that without contractile forces, blastomeres adopt an inner cell-like fate, regardless of their position. Therefore, disrupting contractility uncouples morphogenesis and fate specification. Moreover, the control of Yap sub-cellular localization by contractile forces, reminiscent of those from cell culture studies6, raises the possibility that lineage specification in the blastocyst could be mechanosensitive. Whether cells may sense their macroscopic deformation26 or stresses at the molecular level27, will require further studies. Such mechanosensitivity could explain why inner cell-like localization of Yap is often observed for blastomeres before they have completed their internalization2,4 (Extended Data Fig. 5-6). We propose that the coupling of cell positioning and fate specification by contractility enables blastomeres to anticipate their final position and initiate their differentiation accordingly.
Apico-basal polarity can control the position of blastomeres by orienting the 8- to 16-cell stage divisions relative to the surface of the embryo5. However, oriented cell divisions do not guarantee that internalized cells will be maintained inside the embryo. We find that apico-basal polarity also controls internalization by maintaining low contractility at the apical domain (Fig. 1). This allows unpolarized blastomeres to outcompete their polarized neighbors when their contractility grows above a threshold value (Fig. 2-3). The resulting cell sorting is a fail-safe mechanism to one-shot oriented cell divisions. Such complementary mechanisms, together with the ability of cells to read mechanical cues6 to guide their differentiation28 (Fig. 4), can account for the regulative capacity of early mammalian embryos7. From this study, a self-organization framework determining the initial steps of morphogenesis and lineage specification in mammalian embryos is emerging.
Methods
Embryo work
Recovery and culture
All animal work is performed in the animal facility at the European Molecular Biology Laboratory, with permission by the institutional veterinarian overseeing the operation (ARC number TH11 00 11). The animal facilities are operated according to international animal welfare rules (Federation for Laboratory Animal Science Associations guidelines and recommendations).
Embryos are isolated from superovulated female mice mated with male mice. Superovulation of female mice is induced by intraperitoneal injection of 5 international units (IU) pregnant mare’s serum gonadotropin (PMSG, Intervet Intergonan), followed by intraperitoneal injection of 5 IU human chorionic gonadotropin (hCG, Intervet Ovogest 1500) 44-48 hours later. Two-cell-stage (embryonic day 1.5; E1.5) embryos are recovered by flushing oviducts from plugged females with 37°C FHM (Millipore, MR-024-D) using a custom-made syringe (Acufirm, 1400 LL 23).
Embryos are handled using an aspirator tube (Sigma, A5177-5EA) equipped with a glass pipette pulled from glass micropipettes (Blaubrand intraMark).
Embryos are placed in KSOM (Millipore, MR-121-D) or FHM supplemented with 0.1% BSA (Sigma, A3311) in 10 µL droplets covered in mineral oil (Sigma, M8410 or Acros Organics). Embryos are cultured in an incubator with a humidified atmosphere supplemented with 5% CO2 at 37°C.
For imaging, embryos are placed in 5 cm glass-bottom dishes (MatTek).
Mouse lines
(C57BL/6xC3H) F1 hybrid strain is used for wild-type (WT).
To visualize filamentous actin, LifeAct-GFP mice (Tg(CAG-EGFP)#Rows) are used29. To visualize plasma membranes, mTmG mice (Gt(ROSA)26Sortm4(ACTB-tdTomato,-EGFP)Luo) are used30. To visualize nuclei, H2B-GFP mice are used 31. Genes are deleted maternally using Zp3-cre (Tg(Zp3-cre)93Knw) mice32. To generate mMyh9 embryos, Myh9tm5RSad mice are used24 to breed Myh9tm5RSad/tm5RSad ; Zp3Cre/+ mothers with WT fathers. To generate mzMyh10 embryos, Myh10tm7Rsad mice were used33 to breed Myh10tm7Rsad/tm7Rsad ; Zp3Cre/+ mothers with Myh10+/- fathers. To generate aPKC KO embryos, Prkcitm1Kido 10 and Prkcztm1.1Cda 4 mice are used to breed Prkci-/- ; Prkcz+/- fathers with Prkci-/- ; Prkcztm1.1Cda/+ ; Zp3Cre/+ mothers.
Mice were used from 6 weeks old on.
Chemical reagents
Blebbistatin (+), an inactive enantiomere of the inhibitor, or (-), the selective inhibitor of myosin II ATPase activity, (Tocris, 1853 and 1852) 50 mM DMSO stocks are diluted to 5, 12.5 or 25 µM in KSOM.
Isolation of blastomeres at the 8- and 16-cell stage
Embryos are dissected out of their zona pellucida (ZP) at the 2- to 4-cells stage. ZP-free 8- or 16-cell stage embryos are placed into Ca2+-free KSOM for 5-10 min before being aspirated multiple times (typically between 3-5 times) through a narrow glass pipette (with a radius between that of an 8- or 16-cell stage blastomere and of the whole embryo) until dissociation of cells. To form doublets of polarized and unpolarized 16-cell stage blastomeres, an 8-cell stage blastomere is cultured until asymmetric division. To form chimaeras, 16-cell stage blastomeres are grafted onto a complete embryo using a mouth pipette.
Immunostaining
Primary antibody targeting the double phosphorylated form (Thr18/Ser19) of the myosin regulatory light-chain (Cell Signaling, 3674), PKC-ζ (Santa Cruz, sc-17781), Yap (Abnova, M01, clone 2F12) or its Ser127 phosphorylated form (Cell Signaling, 4911) are used at 1:100. The primary antibody targeting Cdx2 (Biogenex, MU392A-UC) or phosphorylated form (Ser1943) of the non-muscle myosin heavy chain Myh9 (Cell Signaling, 5026) are used at 1:200.
Secondary antibody targeting mouse or rabbit IgG coupled to Alexa Fluor 488 or 546 (Life Technologies) are used at 1:250. Alexa Fluor 633-coupled (ThermoFisher, A22284) phalloidin is used at 1:250.
Micropipette aspiration
As described previously12, a microforged micropipette coupled to a microfluidic pump (Fluigent, MFCS) is used to measure the surface tension of cells. In brief, micropipettes of radii 7-8 µm for 8-cell stage embryos and 2.5-3.5 µm for 16-cell stage embryos are usd to apply step-wise increasing pressures on blastomeres until reaching a deformation which has the radius of the micropipette (Rp). At steady-state, the surface tension γ1 of the blastomere is calculated based on Young-Laplace’s law: γ1 = Pc / 2 (1/Rp - 1/Rc), where Pc is the pressure used to deform the cell of radius Rc.
Asymmetric division tracing
To measure the tension of sister cells at the 16-cell stage, time-lapse images of mTmG and H2B-GFP expressing embryos were taken every 30 min from the 8-cell stage onwards. The 8- to 16-cell stage divisions are tracked, the time-lapse is paused in order to measure the surface tension of both sister cells. After resuming the time-lapse, the measured cells are tracked until blastocyst stage. When both sister cells remain at the surface of the embryo, the division is considered symmetric, whereas when one sister cell internalizes during the 16-cell stage and becomes part of the ICM, the division is considered asymmetric.
Microscopy
Tension measurements are performed on a Zeiss Axio Observer microscope with a dry 20x/0.8 PL Apo DICII objective. The microscope is equipped with an incubation chamber to keep the sample at 37°C. Confocal images are taken using an inverted Zeiss Observer Z1 microscope with a CSU-X1M 5000 spinning disc unit. Excitation is achieved using 488 nm, 561 nm and 633 nm laser lines through a 63x/1.2 C Apo W DIC III water immersion objective. Emission is collected through 525/50 nm, 605/40 nm, 629/62 nm band pass or 640 nm low pass filters onto an EMCCD Evolve 512 camera. The microscope is equipped with an incubation chamber to keep the sample at 37°C and supply the atmosphere with 5% CO2.
Data analysis
Shape analysis
Using FIJI, we manually fit a circle onto the cell-medium interface to measure the radius of curvature of the cell Rc. We use the angle tool to measure the contact angles θ1, θ2 and θc. We draw a line perpendicular to the micropipette tip and use the linescan function to measure the diameter of the micropipette and calculate Rp.
Intensity ratio measurements
Using FIJI, we pick confocal slices cutting through the equatorial plane of the apical domain or of two contacting cells. We draw a ~1 µm thick line along the cell-medium interface of the apical and non-apical regions or of each cell and measure the mean intensity. The apical region is defined by visually observing aPKC or mTmG enrichment in the central region of the cell-medium interface. For aPKC KO embryos, the actin-rich region at the center of the cell-medium interface is selected. The transition zones between apical and non-apical or close to cell-cell contacts between polarized and unpolarized cells are excluded to calculate intensity ratios (~5 µm).
Using FIJI, we pick confocal slices cutting through the equatorial plane of the nucleus of a cell. We draw a 2.5 µm radius circle and measure the average intensity in the nucleus and, next to it, in the cytoplasm. We then calculate the nucleus to cytoplasm intensity ratio. For whole embryos, the closest distance of the nucleus to the surface of the embryo, marked by phalloidin staining, is measured using the line tool.
Periodic contractions analysis
To analyze periodic contractions, we used a previously described pipeline12. In brief, mTmG images are used to segments the cells outlines into 100 equidistant nodes for 8-cell stage blastomeres and 150 for 16-cell stage blastomeres doublets. From those nodes, three nodes spaced by 10 or 7 nodes (respectively for 8-cell stage blastomeres and 16-cell stage blastomeres doublets) are then taken to fit a circle and compute the local curvature from the inverse radius of this circle. Taking the local curvatures along the cell perimeter over time, a kymograph of local curvature is created. Applying a Fourier transform on the curvature changes over time at each node, we obtain the amplitude of nodes that are classified either as apical or non-apical, based on the mTmG signal that is enriched on the apical domain excluding about 10 nodes around the transition between apical to non-apical domains. For doublets, nodes are classified either as inner or outer cell, based on, when applicable, the asymmetry of the internal contact angles (the cell with the largest internal contact angle being designated as the inner cell for ratio calculation) and/or, when applicable, by the asymmetry in cell size (the smallest cell being designated as the inner cell for ratio calculation). About 10 nodes near the contact edges are excluded from the analysis.
Code availability
Codes are available upon request.
Statistics
Mean, standard deviation, correlation coefficient, two-tailed Student’s t-test and single-tailed Mann-Whitney U-test p values are calculated using Excel (Microsoft). Statistical significance of correlation coefficients is obtained from the Pearson correlation table.
The sample size was not predetermined and simply results from the repetition of experiments. No sample was excluded. No randomization method was used. The investigators were not blinded during experiments.
Extended Data
Supplementary Material
Supplementary Information is available in the online version of the paper.
Acknowledgements
We are grateful to the Hiiragi lab members and EMBL animal facility for their support. We thank F. Da and C. Batty for helpful discussions on the simulations. We thank Y. Bellaïche for comments on an earlier version of the manuscript. Marie Curie individual fellowships under FP7 and H2020 programs support J-L.M., H.T. and R.N. under REA grant agreements n° 329044, 656306 and 326701 respectively. H.T. acknowledges support from the Bettencourt-Schueller and Joachim Herz foundations. The Hiiragi laboratory is supported by EMBL, ERC and VolkswagenStifftung.
Footnotes
Author contributions
J-L.M. designed the project and experiments, and wrote the manuscript with input from all authors. J-L.M. and B.E. performed and analyzed the tension and lineage mapping experiments. J-L.M. and R.I. performed and analyzed the remaining experiments. R.N. helped with image analysis of the periodic contractions. H.T. designed the physical model and performed the simulations with help from F.N.. T.H. supervised the study and helped designing the project.
Author information
Reprints and permissions information is available at www.nature.com/reprints.
The authors declare no competing financial interests.
References
- 1.Wennekamp S, Mesecke S, Nédélec F, Hiiragi T. A self-organization framework for symmetry breaking in the mammalian embryo. Nat Rev Mol Cell Biol. 2013;14:454–461. doi: 10.1038/nrm3602. [DOI] [PubMed] [Google Scholar]
- 2.Anani S, Bhat S, Honma-Yamanaka N, Krawchuk D, Yamanaka Y. Initiation of Hippo signaling is linked to polarity rather than to cell position in the pre-implantation mouse embryo. Development. 2014;141:2813–2824. doi: 10.1242/dev.107276. [DOI] [PubMed] [Google Scholar]
- 3.Samarage CR, et al. Cortical Tension Allocates the First Inner Cells of the Mammalian Embryo. Dev Cell. 2015;34:435–447. doi: 10.1016/j.devcel.2015.07.004. [DOI] [PubMed] [Google Scholar]
- 4.Hirate Y, et al. Polarity-Dependent Distribution of Angiomotin Localizes Hippo Signaling in Preimplantation Embryos. Curr Biol. 2013;23:1181–1194. doi: 10.1016/j.cub.2013.05.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Dard N, Louvet-Vallée S, Maro B. Orientation of mitotic spindles during the 8- to 16-cell stage transition in mouse embryos. PLoS ONE. 2009;4:e8171. doi: 10.1371/journal.pone.0008171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Dupont S, et al. Role of YAP/TAZ in mechanotransduction. Nature. 2011;474:179–183. doi: 10.1038/nature10137. [DOI] [PubMed] [Google Scholar]
- 7.Johnson MH. From mouse egg to mouse embryo: polarities, axes, and tissues. Annu Rev Cell Dev Biol. 2009;25:483–512. doi: 10.1146/annurev.cellbio.042308.113348. [DOI] [PubMed] [Google Scholar]
- 8.Watanabe T, Biggins JS, Tannan NB, Srinivas S. Limited predictive value of blastomere angle of division in trophectoderm and inner cell mass specification. Development. 2014;141:2279–2288. doi: 10.1242/dev.103267. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Johnson MH, Ziomek CA. The foundation of two distinct cell lineages within the mouse morula. Cell. 1981;24:71–80. doi: 10.1016/0092-8674(81)90502-x. [DOI] [PubMed] [Google Scholar]
- 10.Matsumoto M, et al. PKClambda in liver mediates insulin-induced SREBP-1c expression and determines both hepatic lipid content and overall insulin sensitivity. J Clin Invest. 2003;112:935–944. doi: 10.1172/JCI18816. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Hirate Y, et al. Par-aPKC-dependent and -independent mechanisms cooperatively control cell polarity, Hippo signaling, and cell positioning in 16-cell stage mouse embryos. Dev Growth Differ. 2015;57:544–556. doi: 10.1111/dgd.12235. [DOI] [PubMed] [Google Scholar]
- 12.Maître J-L, Niwayama R, Turlier H, Nédélec F, Hiiragi T. Pulsatile cell-autonomous contractility drives compaction in the mouse embryo. Nat Cell Biol. 2015;17:849–855. doi: 10.1038/ncb3185. [DOI] [PubMed] [Google Scholar]
- 13.Lehtonen E. Changes in cell dimensions and intercellular contacts during cleavage-stage cell cycles in mouse embryonic cells. J Embryol Exp Morphol. 1980;58:231–249. [PubMed] [Google Scholar]
- 14.Heisenberg C-P, Bellaïche Y. Forces in tissue morphogenesis and patterning. Cell. 2013;153:948–962. doi: 10.1016/j.cell.2013.05.008. [DOI] [PubMed] [Google Scholar]
- 15.Overholtzer M, et al. A Nonapoptotic Cell Death Process, Entosis, that Occurs by Cell-in-Cell Invasion. Cell. 2007;131:966–979. doi: 10.1016/j.cell.2007.10.040. [DOI] [PubMed] [Google Scholar]
- 16.Dietrich J-E, Hiiragi T. Stochastic patterning in the mouse pre-implantation embryo. Development. 2007;134:4219–4231. doi: 10.1242/dev.003798. [DOI] [PubMed] [Google Scholar]
- 17.Johnson MH, Ziomek CA. Cell interactions influence the fate of mouse blastomeres undergoing the transition from the 16- to the 32-cell stage. Developmental Biology. 1983;95:211–218. doi: 10.1016/0012-1606(83)90019-2. [DOI] [PubMed] [Google Scholar]
- 18.Graner F, Glazier J. Simulation of biological cell sorting using a two-dimensional extended Potts model. Phys Rev Lett. 1992;69:2013–2016. doi: 10.1103/PhysRevLett.69.2013. [DOI] [PubMed] [Google Scholar]
- 19.Brodland G. The Differential Interfacial Tension Hypothesis (DITH): a comprehensive theory for the self-rearrangement of embryonic cells and tissues. J Biomech Eng. 2002;124:188–197. doi: 10.1115/1.1449491. [DOI] [PubMed] [Google Scholar]
- 20.Guzowski J, Korczyk PM, Jakiela S, Garstecki P. The structure and stability of multiple micro-droplets. Soft Matter. 2012;8:7269–7278. [Google Scholar]
- 21.Da F, Batty C, Grinspun E. Multimaterial mesh-based surface tracking. ACM Trans Graph. 2014 [Google Scholar]
- 22.Krieg M, et al. Tensile forces govern germ-layer organization in zebrafish. Nat Cell Biol. 2008;10:429–436. doi: 10.1038/ncb1705. [DOI] [PubMed] [Google Scholar]
- 23.Maître J-L, et al. Adhesion Functions in Cell Sorting by Mechanically Coupling the Cortices of Adhering Cells. Science. 2012;338:253–256. doi: 10.1126/science.1225399. [DOI] [PubMed] [Google Scholar]
- 24.Jacobelli J, et al. Confinement-optimized three-dimensional T cell amoeboid motility is modulated via myosin IIA-regulated adhesions. Nat Immunol. 2010;11:953–961. doi: 10.1038/ni.1936. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Wang A, et al. Nonmuscle myosin II isoform and domain specificity during early mouse development. Proc Natl Acad Sci USA. 2010;107:14645–14650. doi: 10.1073/pnas.1004023107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26.Aragona M, et al. A mechanical checkpoint controls multicellular growth through YAP/TAZ regulation by actin-processing factors. Cell. 2013;154:1047–1059. doi: 10.1016/j.cell.2013.07.042. [DOI] [PubMed] [Google Scholar]
- 27.Benham-Pyle BW, Pruitt BL, Nelson WJ. Cell adhesion. Mechanical strain induces E-cadherin-dependent Yap1 and β-catenin activation to drive cell cycle entry. Science. 2015;348:1024–1027. doi: 10.1126/science.aaa4559. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Shin J-W, et al. Contractile forces sustain and polarize hematopoiesis from stem and progenitor cells. Cell Stem Cell. 2014;14:81–93. doi: 10.1016/j.stem.2013.10.009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29.Riedl J, et al. Lifeact mice for studying F-actin dynamics. Nature Methods. 2010;7:168–169. doi: 10.1038/nmeth0310-168. [DOI] [PubMed] [Google Scholar]
- 30.Muzumdar MD, Tasic B, Miyamichi K, Li L, Luo L. A global double-fluorescent Cre reporter mouse. genesis. 2007;45:593–605. doi: 10.1002/dvg.20335. [DOI] [PubMed] [Google Scholar]
- 31.Balbach ST, et al. Nuclear reprogramming: kinetics of cell cycle and metabolic progression as determinants of success. PLoS ONE. 2012;7:e35322. doi: 10.1371/journal.pone.0035322. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.de Vries WN, et al. Expression of Cre recombinase in mouse oocytes: a means to study maternal effect genes. genesis. 2000;26:110–112. [PubMed] [Google Scholar]
- 33.Ma X, et al. Conditional Ablation of Nonmuscle Myosin II-B Delineates Heart Defects in Adult Mice. Circulation Research. 2009;105:1102–1109. doi: 10.1161/CIRCRESAHA.109.200303. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.