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Anisotropy profoundly alters stress fields within contractile cells and cell aggregates

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Abstract

Many biological phenomena such as cell proliferation and death are correlated with stress fields within cells. Stress fields are quantified using computational methods which rely on fundamental assumptions about local mechanical properties. Most existing methods such as Monolayer Stress Microscopy assume isotropic properties, yet experimental observations strongly suggest anisotropy. We first model anisotropy in circular cells analytically using Eshelby’s inclusion method. Our solution reveals that uniform anisotropy cannot exist in cells due to the occurrence of substantial stress concentration in the central region. A more realistic non-uniform anisotropy model is then introduced based on experimental observations and implemented numerically which interestingly clears out stress concentration. Stresses within the entire aggregate also drastically change compared to the isotropic case, resulting in better agreement with observed biomarkers. We provide a physics-based mechanism to explain the low alignment of stress fibers in the center of cells, which might explain certain biological phenomena e.g., existence of disrupted rounded cells, and higher apoptosis rate at the center of circular aggregates.

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Data availability

The data that support the findings within this study can be found in supplementary materials or are available from the corresponding author upon reasonable request.

References

  • Albert PJ, Schwarz US (2014) Dynamics of cell shape and forces on micropatterned substrates predicted by a cellular Potts model. Biophys J 106:2340

    Article  Google Scholar 

  • Allen S, Farris R (1990) Complications of cylindrical anisotropy on the properties of fibres. Polymer 31:1467

    Article  Google Scholar 

  • Aragona M et al (2013) A mechanical checkpoint controls multicellular growth through YAP/TAZ regulation by actin-processing factors. Cell 154:1047

    Article  Google Scholar 

  • Braeu FA, Aydin RC, Cyron CJ (2019) Anisotropic stiffness and tensional homeostasis induce a natural anisotropy of volumetric growth and remodeling in soft biological tissues. Biomech Model Mechanobiol 18:327

    Article  Google Scholar 

  • Cabezas MD, Meckes B, Mirkin CA, Mrksich M (2019) Subcellular control over focal adhesion anisotropy, independent of cell morphology, dictates stem cell fate. ACS Nano 13:11144

    Article  Google Scholar 

  • Cirka HA (2016) Mechanical regulation of apoptosis and calcification within valvular interstitial cells, Ph.D. thesis, Worcester Polytechnic Institute

  • Crouch AS, Miller D, Luebke KJ, Hu W (2009) Correlation of anisotropic cell behaviors with topographic aspect ratio. Biomaterials 30:1560

    Article  Google Scholar 

  • del Castillo GFT (2003) 3-D spinors, spin-weighted functions and their applications, vol. 32, Springer Science & Business Media

  • Discher DE, Mooney DJ, Zandstra PW (2009) Growth factors, matrices, and forces combine and control stem cells. Science 324:1673

    Article  Google Scholar 

  • Dupont S et al (2011) Role of YAP/TAZ in mechanotransduction. Nature 474:179

    Article  Google Scholar 

  • Efremov YM et al (2019) Anisotropy vs isotropy in living cell indentation with AFM. Sci Rep 9:1

    Article  Google Scholar 

  • Eshelby JD (1957) The determination of the elastic field of an ellipsoidal inclusion, and related problems. Proc R Soc Lond Series A Math Phys Sci 241:376

    MathSciNet  MATH  Google Scholar 

  • Farhadifar R, Röper J-C, Aigouy B, Eaton S, Jülicher F (2007) How much does the cell boundary contract in a monolayered cell sheet? Curr Biol 17:2095

    Article  Google Scholar 

  • Feng Y, Lee C-H, Sun L, Ji S, Zhao X (2017) Characterizing white matter tissue in large strain via asymmetric indentation and inverse finite element modeling. J Mech Behav Biomed Mater 65:490

    Article  Google Scholar 

  • Fouchard J, Mitrossilis D, Asnacios A (2011) Acto-myosin based response to stiffness and rigidity sensing. Cell Adh Migr 5:16

    Article  Google Scholar 

  • Gallant ND, Michael KE, García AJ (2005) Cell adhesion strengthening: contributions of adhesive area, integrin binding, and focal adhesion assembly. Mol Biol Cell 16:4329

    Article  Google Scholar 

  • Girard PR, Nerem RM (1995) Shear stress modulates endothelial cell morphology and F-actin organization through the regulation of focal adhesion-associated proteins. J Cell Physiol 163:179

    Article  Google Scholar 

  • Goldblatt ZE et al (2020) Heterogeneity profoundly alters emergent stress fields in constrained multicellular systems. Biophys J 118:15

    Article  Google Scholar 

  • Graner F, Glazier JA (1992) Simulation of biological cell sorting using a two-dimensional extended Potts model. Phys Rev Lett 69:2013

    Article  Google Scholar 

  • Grütter MG (2000) Caspases: key players in programmed cell death. Curr Opin Struct Biol 10:649

    Article  Google Scholar 

  • Gupta M et al (2015) Adaptive rheology and ordering of cell cytoskeleton govern matrix rigidity sensing. Nat Commun 6:1

    Article  Google Scholar 

  • Gupta SK, Li Y, Guo M (2019) Anisotropic mechanics and dynamics of a living mammalian cytoplasm. Soft Matter 15:190

    Article  Google Scholar 

  • Hazeltine LB et al (2012) Effects of substrate mechanics on contractility of cardiomyocytes generated from human pluripotent stem cells. Int J Cell Biol. https://doi.org/10.1155/2012/508294

    Article  Google Scholar 

  • He S et al (2015) Dissecting collective cell behavior in polarization and alignment on micropatterned substrates. Biophys J 109:489

    Article  Google Scholar 

  • Hemp W (1966) Foundations of Solid Mechanics. Fung YC. Prentice-Hall, New Jersey. 1965. 525 pp. Diagrams.£ 5., Aeronaut J, 70: 453

  • Honda H, Eguchi G (1980) How much does the cell boundary contract in a monolayered cell sheet? J Theor Biol 84:575

    Article  Google Scholar 

  • Hu S et al (2003) Intracellular stress tomography reveals stress focusing and structural anisotropy in cytoskeleton of living cells. Am J Physiol Cell Physiol 285:C1082

    Article  Google Scholar 

  • Hu S et al (2004) Mechanical anisotropy of adherent cells probed by a three-dimensional magnetic twisting device. Am J Physiol Cell Physiol 287:C1184

    Article  Google Scholar 

  • Huang Y et al (2019) Traction force microscopy with optimized regularization and automated Bayesian parameter selection for comparing cells. Sci Rep 9:1

    Google Scholar 

  • Hur SS, Zhao Y, Li Y-S, Botvinick E, Chien S (2009) Live cells exert 3-dimensional traction forces on their substrata. Cell Mol Bioeng 2:425

    Article  Google Scholar 

  • Ingber D (1991) Integrins as mechanochemical transducers. Curr Opin Cell Biol 3:841

    Article  Google Scholar 

  • Kilian KA, Bugarija B, Lahn BT, Mrksich M (2010) Geometric cues for directing the differentiation of mesenchymal stem cells. Proc Natl Acad Sci 107:4872

    Article  Google Scholar 

  • Landau LD, Lifshitz EM (1959) Course of Theoretical Physics Vol 7: Theory and Elasticity, Pergamon press

  • Li B, Li F, Puskar KM, Wang JH (2009) Spatial patterning of cell proliferation and differentiation depends on mechanical stress magnitude. J Biomech 42:1622

    Article  Google Scholar 

  • Lim C, Zhou E, Quek S (2006) Mechanical models for living cells-a review. J Biomech 39:195

    Article  Google Scholar 

  • Liu C, He S, Li X, Huo B, Ji B (2016) Mechanics of cell mechanosensing on patterned substrate. J Appl Mech 83:051014

    Article  Google Scholar 

  • Lo C-M, Wang H-B, Dembo M, Wang Y-L (2000) Cell movement is guided by the rigidity of the substrate. Biophys J 79:144

    Article  Google Scholar 

  • Lu Y, Shi J, Nie G, Zhong Z (2016) An elasticity solution for transversely isotropic, functionally graded circular plates. Mech Adv Mater Struct 23:451

    Article  Google Scholar 

  • Mura T (2013) Micromechanics of defects in solids, Springer Science & Business Media

  • Mura T, Shodja H, Hirose Y (1996) Inclusion problems. Appl Mech Rev 41:15

    Article  Google Scholar 

  • Nelson CM et al (2005) Emergent patterns of growth controlled by multicellular form and mechanics. Proc Natl Acad Sci 102:11594

    Article  Google Scholar 

  • Ng MR, Besser A, Danuser G, Brugge JS (2012) Substrate stiffness regulates cadherin-dependent collective migration through myosin-II contractility. J Cell Biol 199:545

    Article  Google Scholar 

  • Oakes PW, Banerjee S, Marchetti MC, Gardel ML (2014) Geometry regulates traction stresses in adherent cells. Biophys J 107:825

    Article  Google Scholar 

  • Olson MF, Sahai E (2009) The actin cytoskeleton in cancer cell motility. Clin Exp Metas 26:273

    Article  Google Scholar 

  • Oral A, Anlas G (2005) Effects of radially varying moduli on stress distribution of nonhomogeneous anisotropic cylindrical bodies. Int J Solids Struct 42:5568

    Article  MATH  Google Scholar 

  • Peeters EA et al (2004) Anisotropic, three-dimensional deformation of single attached cells under compression. Ann Biomed Eng 32:1443

    Article  Google Scholar 

  • Sadd MH (2009) Elasticity: theory, applications, and numerics, Academic Press

  • Schaumann EN, Staddon MF, Gardel ML, Banerjee S (2018) Force localization modes in dynamic epithelial colonies. Mol Biol Cell 29:2835

    Article  Google Scholar 

  • Shodja H, Rad I, Soheilifard R (2003) Interacting cracks and ellipsoidal inhomogeneities by the equivalent inclusion method. J Mech Phys Solids 51:945

    Article  MATH  Google Scholar 

  • Shokrolahi-Zadeh B, Shodja H (2008) Spectral equivalent inclusion method: anisotropic cylindrical multi-inhomogeneities. J Mech Phys Solids 56:3565

    Article  MATH  Google Scholar 

  • Simon D, Humphrey J (2012) On a class of admissible constitutive behaviors in free-floating engineered tissues. Int J Non-Linear Mech 47:173

    Article  Google Scholar 

  • Smith PG, Deng L, Fredberg JJ, Maksym GN (2003) Mechanical strain increases cell stiffness through cytoskeletal filament reorganization. Am J Physiol Lung Cell Mol Physiol 285:L456

    Article  Google Scholar 

  • Stolarska MA, Rammohan AR (2017) Center or periphery? Modeling the effects of focal adhesion placement during cell spreading. PloS One 12:e0171430

    Article  Google Scholar 

  • Tambe DT et al (2011) Collective cell guidance by cooperative intercellular forces. Nat Mater 10:469

    Article  Google Scholar 

  • Tambe DT et al (2013) Monolayer stress microscopy: limitations, artifacts, and accuracy of recovered intercellular stresses. PLoS ONE 8:e55172

    Article  Google Scholar 

  • Tee YH et al (2015) Cellular chirality arising from the self-organization of the actin cytoskeleton. Nat Cell Biol 17:445

    Article  Google Scholar 

  • Ting T (1996) Pressuring, shearing, torsion and extension of a circular tube or bar of cylindrically anisotropic material. Proc R Soc Lond Series A Math Phys Eng Sci 452:2397

    Article  MATH  Google Scholar 

  • Trepat X et al (2009) Physical forces during collective cell migration. Nat Phys 5:426

    Article  Google Scholar 

  • Vogel V, Sheetz M (2006) A mechanical checkpoint controls multicellular growth through YAP/TAZ regulation by actin-processing factors. Local Force Geom Sens Regul Cell Funct Nat Rev Mol Cell Biol 7:265

    Article  Google Scholar 

  • Wan LQ et al (2010) Geometric control of human stem cell morphology and differentiation. Integr Biol 2:346

    Article  Google Scholar 

  • Wei F et al (2020) Stress fiber anisotropy contributes to force-mode dependent chromatin stretching and gene upregulation in living cells. Nat Commun 11:1

    Article  Google Scholar 

  • Wilson J, Baek S, Humphrey J (2013) Parametric study of effects of collagen turnover on the natural history of abdominal aortic aneurysms. Proc R Soc A Math Phys Eng Sci 469:20120556

    MathSciNet  MATH  Google Scholar 

  • Yin L, Elliott DM (2004) A biphasic and transversely isotropic mechanical model for tendon: application to mouse tail fascicles in uniaxial tension. J Biomech 37:907

    Article  Google Scholar 

  • Yu H, Sanday S, Chang C (1994) Elastic inclusions and inhomogeneities in transversely isotropic solids. Proc R Soc London Series A Math Phys Sci 444:239

    MATH  Google Scholar 

Download references

Acknowledgements

This work was funded in part by grants from the National Science Foundation (CMMI 1761432), the National Institutes of Health (2R15HL087257-02A1), and a Worcester Polytechnic Institute/University of Massachusetts Medical School Seed Grant. HAC, NR, and KLB designed the problem. HAC developed the analytical framework. HAC performed the numerical analysis. HAC, NR, and KLB interpreted the results. HAC wrote the manuscript. HAC, KLB, and NR revised the manuscript. Heather AC, and ZE Goldblatt are acknowledged for providing permission to use their results in Fig. 1a, b. Sina Askarinejad is acknowledged for providing insight on numerical modeling. The authors declare no competing financial interests. All the data that support the findings within this study can be found in Supplementary Information or are available from the corresponding author upon reasonable request.

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Correspondence to Nima Rahbar.

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Ashouri Choshali, H., Billiar, K.L. & Rahbar, N. Anisotropy profoundly alters stress fields within contractile cells and cell aggregates. Biomech Model Mechanobiol 21, 1357–1370 (2022). https://doi.org/10.1007/s10237-022-01595-0

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