- Letter
- Open Access
Oscillatory and chaotic pattern dynamics driven by surface curvature
Phys. Rev. E 111, L022202 – Published 18 February, 2025
DOI: https://doi.org/10.1103/PhysRevE.111.L022202
Abstract
Patterns on curved surfaces are ubiquitous, yet the influence of surface geometry on pattern dynamics remains elusive. We recently reported a mechanism of pattern propagation in which a static pattern on a flat plane becomes a propagating pattern on a curved surface [Phys. Rev. Lett. 128, 224101 (2022)]. Here, we address whether surface curvature can drive more complex pattern dynamics beyond propagation. By employing a combination of weakly nonlinear analysis and numerical simulation, we theoretically determine the condition for the emergence of pattern dynamics on curved surfaces and show that oscillatory and chaotic pattern dynamics can emerge by controlling the surface shapes. These findings highlight a role of surface topography in pattern formation and dynamics.
Physics Subject Headings (PhySH)
See Also
Weakly nonlinear analysis of Turing pattern dynamics on curved surfaces
Article Text
Supplemental Material
References (40)
- J. P. Brasselet, J. Seade, and T. Suwa, Vector Fields on Singular Varieties (Springer, Berlin, Heidelberg, 2009).
- S. Kralj, R. Rosso, and E. G. Virga, Curvature control of valence on nematic shells, Soft Matter 7, 670 (2011).
- L. N. Carenza, G. Gonnella, D. Marenduzzo, G. Negro, and E. Orlandini, Cholesteric shells: Two-dimensional blue fog and finite quasicrystals, Phys. Rev. Lett. 128, 027801 (2022).
- S. Shankar, M. J. Bowick, and M. C. Marchetti, Topological sound and flocking on curved surfaces, Phys. Rev. X 7, 031039 (2017).
- F. C. Keber, E. Loiseau, T. Sanchez, S. J. Decamp, L. Giomi, M. J. Bowick, M. C. Marchetti, Z. Dogic, and A. R. Bausch, Topology and dynamics of active nematic vesicles, Science 345, 1135 (2014).
- K. Horibe, K. Hironaka, K. Matsushita, and K. Fujimoto, Curved surface geometry-induced topological change of an excitable planar wavefront, Chaos 29, 093120 (2019).
- J. Gomatam and F. Amdjadi, Reaction-diffusion equations on a sphere: Meandering of spiral waves, Phys. Rev. E 56, 3913 (1997).
- H. Yagisita, M. Mimura, and M. Yamada, Spiral wave behaviors in an excitable reaction-diffusion system on a sphere, Physica D: Nonlinear Phenom. 124, 126 (1998).
- M. K. McGuire, C. A. Fuller, J. F. Lindner, and N. Manz, Geographic tongue as a reaction-diffusion system, Chaos 31, 033118 (2021).
- V. A. Davydov, V. G. Morozov, and N. V. Davydov, Ring-shaped autowaves on curved surfaces, Phys. Lett. A 267, 326 (2000).
- D. Baptista, L. Teixeira, C. van Blitterswijk, S. Giselbrecht, and R. Truckenmüller, Overlooked? Underestimated? Effects of substrate curvature on cell behavior, Trends Biotechnol. 37, 838 (2019).
- S. Ehrig, B. Schamberger, C. M. Bidan, A. West, C. Jacobi, K. Lam, P. Kollmannsberger, A. Petersen, P. Tomancak, K. Kommareddy et al., Surface tension determines tissue shape and growth kinetics, Sci. Adv. 5, eaav9394 (2019).
- B. Schamberger, R. Ziege, K. Anselme, M. B. Amar, M. Bykowski, A. P. G. Castro, A. Cipitria, R. A. Coles, R. Dimova, M. Eder et al., Curvature in biological systems: Its quantification, emergence, and implications across the scales, Adv. Mater. 35, 2206110 (2023).
- S. Yang, X. Miao, S. Arnold, B. Li, A. T. Ly, H. Wang, M. Wang, X. Guo, M. M. Pathak, W. Zhao et al., Membrane curvature governs the distribution of Piezo1 in live cells, Nat. Commun. 13, 7467 (2022).
- L. Pieuchot, J. Marteau, A. Guignandon, T. Dos Santos, I. Brigaud, P. F. Chauvy, T. Cloatre, A. Ponche, T. Petithory, P. Rougerie et al., Curvotaxis directs cell migration through cell-scale curvature landscapes, Nat. Commun. 9, 3995 (2018).
- A. M. Turing, The chemical basis of morphogenesis, Philos. Trans. R. Soc. Lond. B 237, 37 (1952).
- C. Varea, J. L. Aragon, and R. A. Barrio, Turing patterns on a sphere, Phys. Rev. E 60, 4588 (1999).
- P. C. Matthews, Pattern formation on a sphere, Phys. Rev. E 67, 036206 (2003).
- M. Núñez-López, G. Chacón-Acosta, and J. A. Santiago, Diffusion-driven instability on a curved surface: Spherical case revisited, Braz. J. Phys. 47, 231 (2017).
- D. Lacitignola, B. Bozzini, M. Frittelli, and I. Sgura, Turing pattern formation on the sphere for a morphochemical reaction-diffusion model for electrodeposition, Commun. Nonlinear Sci. Numer. Simul. 48, 484 (2017).
- F. Sánchez-Garduño, A. L. Krause, J. A. Castillo, and P. Padilla, Turing-Hopf patterns on growing domains: The torus and the sphere, J. Theor. Biol. 481, 136 (2019).
- S. S. Liaw, C. C. Yang, R. T. Liu, and J. T. Hong, Turing model for the patterns of lady beetles, Phys. Rev. E 64, 041909 (2001).
- W. Nagata, H. R. Z. Zangeneh, and D. M. Holloway, Reaction-diffusion patterns in plant tip morphogenesis: Bifurcations on spherical caps, Bull. Math. Biol. 75, 2346 (2013).
- S. Nampoothiri and A. Medhi, Role of curvature and domain shape on Turing patterns, arXiv:1705.02119.
- S. Nampoothiri, Preferential localization of a single spot in reaction–diffusion systems on nonspherical surfaces, Soft Matter 19, 1977 (2023).
- J. R. Frank, J. Guven, M. Kardar, and H. Shackleton, Pinning of diffusional patterns by non-uniform curvature, Europhys. Lett. 127, 48001 (2019).
- R. Nishide and S. Ishihara, Pattern propagation driven by surface curvature, Phys. Rev. Lett. 128, 224101 (2022).
- B. Peña and C. Pérez-García, Stability of turing patterns in the brusselator model, Phys. Rev. E 64, 056213 (2001).
- R. Hoyle, Pattern Formation: An Introduction to Methods (Cambridge University Press, Cambridge, 2006).
- M. C. Cross and P. C. Hohenberg, Pattern formation outside of equilibrium, Rev. Mod. Phys. 65, 851 (1993).
- R. Nishide and S. Ishihara, companion paper, Weakly nonlinear analysis of Turing pattern dynamics on curved surfaces, Phys. Rev. E 111, 024208 (2025).
- A. L. Krause, M. A. Ellis, and R. A. Van Gorder, Influence of curvature, growth, and anisotropy on the evolution of Turing patterns on growing manifolds, Bull. Math. Biol. 81, 759 (2019).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevE.111.L022202 for the supplemental figures, tables, and videos.
- P. W. Miller, N. Stoop, and J. Dunkel, Geometry of wave propagation on active deformable surfaces, Phys. Rev. Lett. 120, 268001 (2018).
- R. Wittkowski, A. Tiribocchi, J. Stenhammar, R. J. Allen, D. Marenduzzo, and M. E. Cates, Scalar field theory for active-particle phase separation, Nat. Commun. 5, 4351 (2014).
- L. Avery, B. Ingalls, C. Dumur, and A. Artyukhin, A Keller-Segel model for C elegans L1 aggregation, PLoS Comput. Biol. 17, e1009231 (2021).
- H. Nakao, and A. S. Mikhailov, Turing patterns in network–organized activator–inhibitor systems, Nat. Phys. 6, 544 (2010).
- J. van der Kolk, G. García-Pérez, N. E. Kouvaris, M. Á. Serrano, and M. Boguñá, Emergence of geometric Turing patterns in complex networks, Phys. Rev. X 13, 021038 (2023).
- G. Toole and M. K. Hurdal, Turing models of cortical folding on exponentially and logistically growing domains, Comput. Math. Appl. 66, 1627 (2013).
- N. Tamemoto, and H. Noguchi, Pattern formation in reaction–diffusion system on membrane with mechanochemical feedback, Sci. Rep. 10, 19582 (2020).