Abstract
Organs that pump luminal fluids by the coordinated beat of motile cilia are integral to animal physiology. Such organs include the human airways, brain ventricles and reproductive tracts. Although cilia organization and duct morphology vary drastically in the animal kingdom, ducts are typically classified as carpet or flame designs. The reason behind the appearance of these two different designs and how they relate to fluid pumping remain unclear. Here, we demonstrate that two structural parameters—lumen diameter and cilia-to-lumen ratio—organize the observed duct diversity into a continuous spectrum that connects carpets to flames across all animal phyla. Using a unified fluid model, we show that carpets and flames represent trade-offs between flow rate and pressure generation. We propose that the convergence of ciliated organ designs follows functional constraints rather than phylogenetic distance and offer guiding design principles for synthetic ciliary pumps.
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References
Bustamante-Marin, X. M. & Ostrowski, L. E. Cilia and mucociliary clearance. Cold Spring Harb. Perspect. Biol. 9, a028241 (2017).
Faubel, R., Westendorf, C., Bodenschatz, E. & Eichele, G. Cilia-based flow network in the brain ventricles. Science 353, 176–178 (2016).
Raidt, J. et al. Ciliary function and motor protein composition of human fallopian tubes. Hum. Reprod. 30, 2871–2880 (2015).
Tilley, A. E., Walters, M. S., Shaykhiev, R. & Crystal, R. G. Cilia dysfunction in lung disease. Annu. Rev. Physiol. 77, 379–406 (2015).
Carter, C. S. et al. Abnormal development of NG2+PDGFRpdgfr-α+ neural progenitor cells leads to neonatal hydrocephalus in a ciliopathy mouse model. Nat. Med. 18, 1797–1804 (2012).
Blyth, M. & Wellesley, D. Ectopic pregnancy in primary ciliary dyskinesia. J. Obstet. Gynaecol. 28, 358 (2008).
Gilpin, W., Bull, M. S. & Prakash, M. The multiscale physics of cilia and flagella. Nat. Rev. Phys. 2, 74–88 (2020).
McKanna, J. A. Fine structure of the protonephridial system in planaria. Z. Zellforsch. Mikrosk. Anat. 92, 509–523 (1968).
Rink, J. C., Vu, H. T.-K. & Alvarado, A. S. The maintenance and regeneration of the planarian excretory system are regulated by EGFR signaling. Development 138, 3769–3780 (2011).
Vu, H. T.-K. et al. Stem cells and fluid flow drive cyst formation in an invertebrate excretory organ. eLife 4, e07405 (2015).
Vogel, S. Living in a physical world. X. Pumping fluids through conduits. J. Biosci. 32, 207–222 (2007).
Yuan, S. et al. Motile cilia of the male reproductive system require miR-34/miR-449 for development and function to generate luminal turbulence. Proc. Nat Acad. Sci. USA 116, 3584–3593 (2019).
Ramirez-San Juan, G. R. et al. Multi-scale spatial heterogeneity enhances particle clearance in airway ciliary arrays. Nat. Phys. 16, 958–964 (2020).
Pellicciotta, N. et al. Cilia density and flow velocity affect alignment of motile cilia from brain cells. J. Exp. Biol. 223, jeb229310 (2020).
Pellicciotta, N. et al. Entrainment of mammalian motile cilia in the brain with hydrodynamic forces. Proc. Natl Acad. Sci. USA 117, 8315–8325 (2020).
Nawroth, J. C. et al. A microengineered airway lung chip models key features of viral-induced exacerbation of asthma. Am. J. Respir. Cell Mol. Biol. 63, 591–600 (2020).
Sone, N. et al. Multicellular modeling of ciliopathy by combining iPS cells and microfluidic airway-on-a-chip technology. Sci. Transl. Med. 13, eabb1298 (2021).
Solari, C. A., Ganguly, S., Kessler, J. O., Michod, R. E. & Goldstein, R. E. Multicellularity and the functional interdependence of motility and molecular transport. Proc. Natl Acad. Sci. USA 103, 1353–1358 (2006).
Wan, K. Y. & Goldstein, R. E. Coordinated beating of algal flagella is mediated by basal coupling. Proc. Natl Acad. Sci. USA 113, E2784–E2793 (2016).
Nawroth, J. C. et al. Motile cilia create fluid-mechanical microhabitats for the active recruitment of the host microbiome. Proc. Natl Acad. Sci. USA 114, 9510–9516 (2017).
Kanso, E. A., Lopes, R. M., Strickler, J. R., Dabiri, J. O. & Costello, J. H. Teamwork in the viscous oceanic microscale. Proc. Natl Acad. Sci. USA 118, e2018193118 (2021).
Guo, H., Fauci, L., Shelley, M. J. & Kanso, E. Bistability in the synchronization of actuated microfilaments. J. Fluid Mech. 836, 304–323 (2018).
Man, Y. & Kanso, E. Multisynchrony in active microfilaments. Phys. Rev. Lett. 125, 148101 (2020).
Guo, H., Man, Y., Wan, K. Y. & Kanso, E. Intracellular coupling modulates biflagellar synchrony. J. R. Soc. Interface 18, 20200660 (2021).
Ding, Y., Nawroth, J. C., McFall-Ngai, M. J. & Kanso, E. Mixing and transport by ciliary carpets: a numerical study. J. Fluid Mech. 743, 124–140 (2014).
Elgeti, J. & Gompper, G. Emergence of metachronal waves in cilia arrays. Proc. Natl Acad. Sci. USA 110, 4470–4475 (2013).
Chateau, S., Favier, J., Poncet, S. & d’Ortona, U. Why antiplectic metachronal cilia waves are optimal to transport bronchial mucus. Phys. Rev. E 100, 042405 (2019).
Meng, F., Bennett, R. R., Uchida, N. & Golestanian, R. Conditions for metachronal coordination in arrays of model cilia. Proc. Natl Acad. Sci. USA 118, e2102828118 (2021).
Kanale, A. V., Ling, F., Guo, H., Fürthauer, S. & Kanso, E. Spontaneous phase coordination and fluid pumping in model ciliary carpets. Proc. National Acad. Sci. USA 119, e2214413119 (2022).
Hildebrandt, F., Benzing, T. & Katsanis, N. Ciliopathies. N. Engl. J. Med. 364, 1533–1543 (2011).
Andrikou, C., Thiel, D., Ruiz-Santiesteban, J. A. & Hejnol, A. Active mode of excretion across digestive tissues predates the origin of excretory organs. PLoS Biol. 17, e3000408 (2019).
Ichimura, K. & Sakai, T. Evolutionary morphology of podocytes and primary urine-producing apparatus. Anat. Sci. Int. 92, 161–172 (2017).
Essock-Burns, T., Bongrand, C., Goldman, W. E., Ruby, E. G. & McFall-Ngai, M. J. Interactions of symbiotic partners drive the development of a complex biogeography in the squid-vibrio symbiosis. mBio https://doi.org/10.1128/mbio.00853-20 (2020).
Glover, J. C. Oikopleura. Curr. Biol. 30, R1243–R1245 (2020).
Sherlock, R., Walz, K., Schlining, K. & Robison, B. Morphology, ecology, and molecular biology of a new species of giant larvacean in the eastern north Pacific: Bathochordaeus mcnutti sp. nov. Mar. Biol. 164, 20 (2017).
Katija, K. et al. Revealing enigmatic mucus structures in the deep sea using DeepPIV. Nature 583, 78–82 (2020).
Yang, Z. & Zhang, L. Magnetic actuation systems for miniature robots: a review. Adv. Intell. Syst. 2, 2000082 (2020).
Zhang, R., den Toonder, J. & Onck, P. R. Transport and mixing by metachronal waves in nonreciprocal soft robotic pneumatic artificial cilia at low Reynolds numbers. Phys. Fluids 33, 092009 (2021).
Islam, T. U. et al. Microscopic artificial cilia – a review. Lab Chip 22, 1650–1679 (2022).
Meunier, A. & Azimzadeh, J. Multiciliated cells in animals. Cold Spring Harb. Perspect. Biol. 8, a028233 (2016).
Holmberg, K. The ciliated brain duct of Oikopleura dioica (Tunicata, Appendicularia). Acta Zool. 63, 101–109 (1982).
Sears, P. R., Yin, W.-N. & Ostrowski, L. E. Continuous mucociliary transport by primary human airway epithelial cells in vitro. Am. J. Physiol. Lung Cell. Mol. Physiol. 309, L99–L108 (2015).
Valverde-Islas, L. E. et al. Visualization and 3D reconstruction of flame cells of Taenia solium (Cestoda). PLoS ONE 6, e14754 (2011).
Dunn, C. W., Giribet, G., Edgecombe, G. D. & Hejnol, A. Animal phylogeny and its evolutionary implications. Annu. Rev. Ecol. Evol. Syst. 45, 371–395 (2014).
Feuda, R. et al. Improved modeling of compositional heterogeneity supports sponges as sister to all other animals. Curr. Biol. 27, 3864–3870 (2017).
Asadzadeh, S. S., Larsen, P. S., Riisgård, H. U. & Walther, J. H. Hydrodynamics of the leucon sponge pump. J. R. Soc. Interface 16, 20180630 (2019).
Leys, S. P. et al. The sponge pump: the role of current induced flow in the design of the sponge body plan. PLoS ONE 6, e27787 (2011).
Marshall, W. F., Qin, H., Brenni, M. R. & Rosenbaum, J. L. Flagellar length control system: testing a simple model based on intraflagellar transport and turnover. Mol. Biol. Cell 16, 270–278 (2005).
Ishikawa, H. & Marshall, W. F. Ciliogenesis: building the cell’s antenna. Nat. Rev. Mol. Cell Biol. 12, 222–234 (2011).
Scimone, M. L., Srivastava, M., Bell, G. W. & Reddien, P. W. A regulatory program for excretory system regeneration in planarians. Development 138, 4387–4398 (2011).
Ruppert, E. E. & Smith, P. R. The functional organization of filtration nephridia. Biol. Rev. 63, 231–258 (1988).
Taylor, G. Analysis of the swimming of microscopic organisms. Proc. R. Soc. Lond. Ser. A 209, 447–461 (1951).
Blake, J. Infinite models for ciliary propulsion. J. Fluid Mech. 49, 209–222 (1971).
Pak, O. S., Normand, T. & Lauga, E. Pumping by flapping in a viscoelastic fluid. Phys. Rev. E 81, 036312 (2010).
Michelin, S. & Lauga, E. Optimal feeding is optimal swimming for all Péclet numbers. Phys. Fluids 23, 101901 (2011).
Chrispell, J. C., Fauci, L. J. & Shelley, M. An actuated elastic sheet interacting with passive and active structures in a viscoelastic fluid. Phys. Fluids 25, 013103 (2013).
Liron, N. & Mochon, S. The discrete-cilia approach to propulsion of ciliated micro-organisms. J. Fluid Mech. 75, 593–607 (1976).
Liron, N. Fluid transport by cilia between parallel plates. J. Fluid Mech. 86, 705–726 (1978).
Gueron, S. & Liron, N. Ciliary motion modeling, and dynamic multicilia interactions. Biophys. J. 63, 1045–1058 (1992).
Blake, J., Liron, N. & Aldis, G. Flow patterns around ciliated microorganisms and in ciliated ducts. J. Theor. Biol. 98, 127–141 (1982).
Ding, Y. & Kanso, E. Selective particle capture by asynchronously beating cilia. Phys. Fluids 27, 121902 (2015).
Guo, H. & Kanso, E. Evaluating efficiency and robustness in cilia design. Phys. Rev. E 93, 033119 (2016).
Guo, H., Zhu, H. & Veerapaneni, S. Simulating cilia-driven mixing and transport in complex geometries. Phys. Rev. Fluids 5, 053103 (2020).
Liron, N. & Shahar, R. Stokes flow due to a stokeslet in a pipe. J. Fluid Mech. 86, 727–744 (1978).
Hou, J. S., Holmes, M. H., Lai, W. M. & Mow, V. C. Boundary conditions at the cartilage–synovial fluid interface for joint lubrication and theoretical verifications. J. Biomech. Eng. 111, 78–87 (1989).
Damiano, E., Duling, B., Ley, K. & Skalak, T. Axisymmetric pressure-driven flow of rigid pellets through a cylindrical tube lined with a deformable porous wall layer. J. Fluid Mech. 314, 163–189 (1996).
Leys, S. P. & Eerkes-Medrano, D. I. Feeding in a calcareous sponge: particle uptake by pseudopodia. Biol. Bull. 211, 157–171 (2006).
Norekian, T. P. & Moroz, L. L. Neural system and receptor diversity in the ctenophore Beroe abyssicola. J. Comp. Neurol. 527, 1986–2008 (2019).
Tamm, S. L. Cilia and the life of ctenophores. Invertebr. Biol. 133, 1–46 (2014).
Gemmill, J. F. Ciliary action in the internal cavities of the ctenophore Pleurobrachia pileus Fabr. Proc. Zool. Soc. Lond. 88, 263–265 (1918).
Presnell, J. S. et al. The presence of a functionally tripartite through-gut in Ctenophora has implications for metazoan character trait evolution. Curr. Biol. 26, 2814–2820 (2016).
Dunn, C. W., Leys, S. P. & Haddock, S. H. The hidden biology of sponges and ctenophores. Trends Ecol. Evol. 30, 282–291 (2015).
Ruppert, E. E. Structure, ultrastructure and function of the neural gland complex of Ascidia interrupta (Chordata, Ascidiacea): clarification of hypotheses regarding the evolution of the vertebrate anterior pituitary. Acta Zool. 71, 135–149 (1990).
Bassham, S. & Postlethwait, J. H. The evolutionary history of placodes: a molecular genetic investigation of the larvacean urochordate Oikopleura dioica. Development 132, 4259–4272 (2005).
Deyts, C., Casane, D., Vernier, P., Bourrat, F. & Joly, J.-S. Morphological and gene expression similarities suggest that the ascidian neural gland may be osmoregulatory and homologous to vertebrate peri-ventricular organs. Eur. J. Neurosci. 24, 2299–2308 (2006).
Tamori, M., Matsuno, A. & Takahashi, K. Structure and function of the pore canals of the sea urchin madreporite. Philos. Trans. R. Soc. B 351, 659–676 (1996).
Bartolomaeus, T. & Ax, P. Protonephridia and metanephridia – their relation within the bilateria. J. Zool. Syst. Evol. Res. 30, 21–45 (1992).
Ott, E. et al. Pronephric tubule morphogenesis in zebrafish depends on Mnx mediated repression of irx1b within the intermediate mesoderm. Dev. Biol. 411, 101–114 (2016).
Chen, D. & Zhong, Y. A computational model of dynein activation patterns that can explain nodal cilia rotation. Biophys. J. 109, 35–48 (2015).
Nawroth, J. C., van der Does, A. M., Ryan, A. & Kanso, E. Multiscale mechanics of mucociliary clearance in the lung. Philos. Trans. R. Soc. B 375, 20190160 (2020).
Poddubnaya, L. G., Kuchta, R. & Scholz, T. Ultrastructural patterns of the excretory ducts of basal neodermatan groups (platyhelminthes) and new protonephridial characters of basal cestodes. Parasites Vectors 13, 442 (2020).
Acknowledgements
This work was funded by the National Science Foundation (RAISE Grant No. IOS-2034043 to E.K., CBET Grant No. 2100209 to E.K. and Inspire Grant No. MCB1608744 to E.K. and M.M.-N.), the National Institutes of Health (R01 Grant No. HL153622 to E.K. and J.C.N.), the European Research Council (Starting Grant No. 950219 to J.C.N.), the National Institutes of Health (Grant Nos. R37 AI50661, COBRE P20 GM125508, OD11024 and GM135254 to M.M.-N.) and the David & Lucile Packard Foundation (K.K.). Acquisition of the Leica TCS SP8 X confocal microscope was supported by the National Science Foundation (DBI Grant No. 1828262 to M.M.-N.). E.K. is grateful to M. J. Shelley and D. Stein for useful conversations on this study.
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E.K. supervised the project. E.K. and J.C.N designed the study. K.K. and M.M.-N. provided access to animals and imaging facilities. F.L., J.C.N. and E.K. performed the research and analysed the data. All authors discussed the results. F.L., J.C.N. and E.K. wrote the paper, and all authors revised and approved it.
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Extended data
Extended Data Fig. 1 Ciliary flame of the giant larvacean draws ambient seawater through a lattice of non-motile cilia and pumps it into the blood sinus.
A, The ciliated funnel (CF) in the giant larvacean B.stygius branches off the mouth cavity (M). B, Phase-contrast cross-section of entire ciliated funnel shows protective lattice of non-motile cilia in the funnel entry (opening to mouth cavity), ciliary flame, and connection to blood sinus with putative hemocytes (small arrows). The direction of the cilia-driven flow is inwards (large arrow), consistent with a multi-stage filtration system73. C, Cross-sectional confocal image of the ciliated funnel in B.stygius including the funnel entry and the ciliary flame. D, Close-up on the ciliary flame, showing an actin mesh (magenta) encasing the large ciliary flame (cyan) which is composed of multiple, tightly packed ciliary flame cells and connects to the blood sinus. E, Close-up on the lattice of non-motile cilia that project into the funnel entry. The morphology shown in A-E was confirmed in a minimum of 3 animals.
Extended Data Fig. 2 Ciliary beat coordination in metachronal and traveling waves.
A, Ciliary carpets generate long-range or short-range metachronal waves of ciliary beat. Left, larvacean esophagus; right, engineered human airway epithelium. White arrows (left) and white dashed lines (right) indicate crests of metachronal waves. Black arrows indicate wave traveling direction. L, metachronal wave length. B, Ciliary flames generate long-range or short-range metachronal waves of ciliary beat. Left, time lapse of wave traveling along flame of larvacean ciliary funnel; right, time lapse of wave traveling along flame of planarian (flatworm) protonephridium. L, traveling wave length. The data shown in A-B was collected from one sample per species each.
Extended Data Fig. 3 Methods to measure duct lumen diameter and cilia-to-lumen ratio.
In carpet-style ciliated ducts h/H was determined as the ratio of the ciliary layer height h and the duct lumen diameter H. Since ciliary carpets are assumed to line both ‘floor’ and ‘ceiling’ of the ciliated duct, ciliary length corresponds to 1/2 h. In flame-style ciliated ducts the cilia are aligned longitudinally to the duct and hence cilia density rather than length determines the cilia-to-lumen ratio. h/H was therefore determined as the square root of the ratio of the cross-sectional area of the cilia to the cross-sectional area of the duct lumen.
Extended Data Fig. 4 Examples of duct lumen diameter and cilia-to-lumen ratio measurements.
A, Example analyses of carpet designs with low cilia-to-lumen ratio h/H and high cilia-to-lumen ratio h/H values (own data). B, Example analyses of flame designs with low h/H and high h/H values. The left TEM image was adapted from81 to highlight areas with sparse ciliation, under Creative Commons CC BY license. The right TEM image was adapted from41, with permission from John Wiley and Sons.
Extended Data Fig. 5 Carpet and flame-type ciliated ducts in Urochordates and Mollusks analyzed in this study.
A, The ciliated pharnyx in larvaceans, here B. stygius (Urochordata), is characterized by a ciliary carpet and a low cilia-to-lumen ratio h/H. B, The ciliated funnel in larvaceans, here Mesochordaeus erythrocephalus (Urochordata), is a flame design. C, The ciliated conduit of the light organ in the Hawaian Bobtail Squid Euprymna scolopes (Mollusca) features a carpet design in the duct and antechamber regions and a flame-like design in the bottleneck region, as seen in the close-up immunofluorescent (left subpanels) and transmission electrode images (right subpanels) of D, the ciliated duct and E, the bottleneck region. The data shown in A-B are taken in one animal each; data shown in C-E were validated in at least 3 animals as part of a published study33.
Extended Data Fig. 6 Indexed plot of cilia-to-lumen ratio h/H as a function of lumen diameter H.
For all ciliated ducts surveyed, we plot their index numbers listed in Supplementary Table 1 at their corresponding cilia-to-lumen ratio h/H and lumen diameter H coordinates shown in Fig. 2a. These numbers can be used to trace their animal species and associated source information from Supplementary Table 1. Color of the numbers indicate their corresponding animal phylum.
Supplementary information
Supplementary Information
Supplementary discussion, Tables 1 and 2, Algorithm 1 and Figs. 1–3.
Supplementary Video 1
In vivo beat kinematics and flow generation of the ciliated carpet of the oesophagus in the giant larvacean. Video is slowed down ×2 from its original speed.
Supplementary Video 2
In vivo beat kinematics of ciliary flame in the ciliated funnel of the giant larvacean. Note that video is slowed down ×16 from its original speed so that the flow moves very slowly.
Supplementary Video 3
In vivo beat kinematics and flow generation of the ciliary flame in the giant larvacean. Video is slowed down ×8 from its original speed.
Supplementary Code
MATLAB code used to generate all simulated data and figures in this manuscript.
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Ling, F., Essock-Burns, T., McFall-Ngai, M. et al. Flow physics guides morphology of ciliated organs. Nat. Phys. (2024). https://doi.org/10.1038/s41567-024-02591-0
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DOI: https://doi.org/10.1038/s41567-024-02591-0