Abstract
We present a technique for the investigation of mucociliary phenomena on trachea explants under conditions resembling those in the respiratory tract. Using an enhanced reflection contrast, we detect simultaneously the wave-like modulation of the mucus surface by the underlying ciliary activity and the transport of particles embedded in the mucus layer. Digital recordings taken at a speed of 500 frames per second are analyzed by a set of refined data processing algorithms. The simultaneously extracted data include not only ciliary beat frequency and its surface distribution, but also space–time structure of the mucociliary wave field, wave velocity and mucus transport velocity. Furthermore, we propose the analysis of the space and time evolution of the phase of the mucociliary oscillations to be the most direct way to visualize the coordination of the cilia. In particular, this analysis indicates that the synchronization is restricted to patches with varying directions of wave propagation, but the transport direction is strongly correlated with the mean direction of waves. The capabilities of the technique and of the data-processing algorithms are documented by characteristic data obtained from mammalian and avine tracheae.
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Notes
To comply with the technical definition of frequency, we take the factor 2π out of the definition of the wave-vector.
References
Ben-Shimol Y, Dinstein I, Meisels A, Priel Z (1991) Ciliary motion features from digitized video photography. J Comput Assist Microsc 3(3):103–116
Bogdanovic N, Krattiger B, Ricka J, Frenz M (2005) Apparatus for endoscopical, laser-based determination of ciliary beat frequency. In SPIE: novel optical instrumentation for biomedical applications II 5864:27–38
Bonnaire Y, Dubreuil A, Bouley G, Boudene C (1980) An improved device for frequency recording of tracheal ciliary beat. Microsc Acta 83(3):221–227
Burn A, Ryser M, Wessel T, Ricka J, Frenz M Functional imaging of muco-ciliary phenomena—an inter-species comparative study. (Submitted)
Chandra T, Yeates DB, Miller IF, Wong LB (1994) Stationary and nonstationary correlation-frequency analysis of heterodyne mode laser-light scattering—magnitude and periodicity of canine tracheal ciliary beat frequency in-vivo. Biophys J 66(3):878–890
Chilvers MA, O’Callaghan C (2000) Analysis of ciliary beat pattern and beat frequency using digital high speed imaging: comparison with the photomultiplier and photodiode methods. Thorax 55(4):314–317
Crocker JC, Grier DG (1996) Methods of digital video microscopy for colloidal studies. J Colloid Interface Sci 179(1):298–310
Curtis LN, Lea SM, Muir RB, Carson JL (1991) Measurement of ciliary beat frequency using a computer-assisted photometric video technique: Correlation of fast fourier transform (fft) analysis to ciliary beating. J Comput Assist Microsc 3(2):65–76
Dimova S, Maes F, Brewster ME, Jorissen M, Noppe M, Augustijns P (2005) High-speed digital imaging method for ciliary beat frequency measurement. J Pharm Pharmacol 57(4):521–526
Dresdner RD, Wong LB (1985) Measurement of ciliary beat frequency using high-speed video microscopy. ISA Trans 24(1):33–38
Gheber L, Priel Z (1989) Synchronization between beating cilia. Biophys J 55(1):183–191
Gheber L, Priel Z (1994) Metachronal activity of cultured mucociliary epithelium under normal and stimulated conditions. Cell Motil Cytoskeleton 28(4):333–345
Gray J (1930) The mechanism of ciliary movement—via photographic and stroboscopic analysis of ciliary movement. Proc R Soc Lond B 107(751):313–332
Hennessy SJ, Wong LB, Yeates DB, Miller IF (1986) Automated measurement of ciliary beat frequency. J Appl Physiol 60(6):2109–13
Jacobsen E, Lyons R (2003) The sliding dft. Signal Processing Mag IEEE 20(2):74–80
James WC, John WT (1965) An algorithm for the machine calculation of complex fourier series. Math Comput 19:297–301
Joki S, Saano V (1994) Ciliary beat frequency at six levels of the respiratory tract in cow, dog, guinea-pig, pig, rabbit and rat. Clin Exp Pharmacol Physiol 21(5):427–434
Korngreen A, Priel Z (1994) Simultaneous measurement of ciliary beating and intracellular calcium. Biophys J 67(1):377–80
Lee JS (1986) Speckle suppression and analysis for synthetic aperture radar images. Opt Eng 25(5):636–634
Lee WI, Verdugo P (1976) Laser light-scattering spectroscopy—new application in study of ciliary activity. Biophys J 16(9):1115–1119
Lee CH, Lee SS, Mo JH, Kim IS, Quan SH, Wang SY, Yi WJ, Rhee CS, Min YG (2005) Comparison of ciliary wave disorders measured by image analysis and electron microscopy. Acta Otolaryngol 125(5):571–576
Lucas AM (1932) Coordination of ciliary movement in methods of study and the relation of ciliary coordination to ciliary inhibition. J Morphol 53(2):243–263
Ovadyahu D, Priel Z (1989) Characterization of metachronal wave in beating cilia—distribution of phases in space. Biorheology 26(4):677–685
Press WH, Flannery BP, Teukolsky SA, Vettering WT (1992) Numerical recipes in C: the art of scientific computing. Cambridge University Press, Cambridge
Priel Z (1987) Direct measurement of the velocity of the metachronal wave in beating cilia. Biorheology 24(6):599–603
Purkinje JE, Valentin G (1834) Entdeckung continuirlicher durch Wimperhaare erzeugter Flimmerbewegungen, als eines allgemeinen Phänomens in den Klassen der Amphibien, Vögel und Säugethiere. Arch Anat Physiol U Wiss Med (Müllers Archiv) 36:391–398
Rautiainen M, Matsune S, Shima S, Sakamoto K, Hanamure Y, Ohyama M (1992) Ciliary beat of cultured human respiratory cells studied with differential interference microscope and high-speed video system. Acta Otolaryngol 112(5):845–851
Roberts LG (1965) Machine perception of three-dimensional solids. Optical and electro-optical information processing. MIT Press, Cambridge, pp 159–197
Romet S, Schoevaert D, Marano F (1991) Dynamic image-analysis applied to the study of ciliary beat on cultured ciliated epithelial-cells from rabbit trachea. Biol Cell 71(1–2):183–190
Salathe M, Bookman RJ (1995) Coupling of [ca2+]i and ciliary beating in cultured tracheal epithelial cells. J Cell Sci 108(Pt 2):431–40
Sanderson MJ (2000) High-speed digital microscopy. Methods 21(4):325–334
Sanderson MJ, Sleigh MA (1981) Ciliary activity of cultured rabbit tracheal epithelium—beat pattern and metachrony. J Cell Sci 47:331–347
Sanderson MJ, Charles AC, Dirksen ER (1990) Mechanical stimulation and intercellular communication increases intracellular ca2+ in epithelial cells. Cell Regul, 1(8):585–96, 1044–2030 (Print) Journal Article
Satir P, Sleigh MA (1990) The physiology of cilia and mucociliary interactions. Annu Rev Physiol 52:137–155
Schipor I, Palmer JN, Cohen AS, Cohen NA (2006) Quantification of ciliary beat frequency in sinonasal epithelial cells using differential interference contrast microscopy and high-speed digital video imaging. Am J Rhinol 20(1):124–127
Sisson JH, Stoner JA, Ammons BA, Wyatt TA (2003) All-digital image capture and whole-field analysis of ciliary beat frequency. J Microsc 211:103–111
Sleigh MA, Blake JR, Liron N (1988) The propulsion of mucus by cilia. Am Rev Respir Dis 137(3):726–41
Svartengren K, Wiman LG, Thyberg P, Rigler R (1989) Laser light scattering spectroscopy: a new method to measure tracheobronchial mucociliary activity. Thorax 44(7):539–547
Teichtahl H, Wright PL, Kirsner, RLG (1986) Measurement of invitro ciliary beat frequency—a television–video modification of the transmitted light technique. Med Biol Eng Comput 24(2):193–196
Wanner A, Salathe M, O’Riordan TG (1996) Mucociliary clearance in the airways. Am J Respir Crit Care Med 154:1868–1902
Wessel Th, Frenz M, Ricka J (1999) Measurement of frequency and metachronal wavelength of ciliary beating by dynamic light scattering and differential interference contrast microscopy. In Biomedical optics: new concepts in therapeutic laser applications, novel biomedical optical spectroscopy, imaging, and diagnostics, advances in optical imaging, photon migration, and tissue optics, pp 178–180
Wong LB, Miller IF, Yeates DB (1993) Nature of the mammalian ciliary metachronal wave. J Appl Physiol 75(1):458–467
Yi WJ, Park KS, Lee CH, Rhee CS, Nam SW (2002) Directional disorder of ciliary metachronal waves using two-dimensional correlation map. IEEE Trans Biomed Eng 49(3):269–273
Yi WJ, Park KS, Lee CH, Rhee CS (2003) Correlation between ciliary beat frequency and metachronal wave disorder using image analysis method. Med Biol Eng Comput 41(4):481–485
Acknowledgments
The work was partly supported by the Swiss National Science Foundation. We thank Patrick Stoller for kindly proofreading the manuscript.
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Ryser, M., Burn, A., Wessel, T. et al. Functional imaging of mucociliary phenomena. Eur Biophys J 37, 35–54 (2007). https://doi.org/10.1007/s00249-007-0153-3
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DOI: https://doi.org/10.1007/s00249-007-0153-3