Skip to main content
bioRxiv
  • Home
  • About
  • Submit
  • ALERTS / RSS
Advanced Search
New Results

Stress-Induced Dinoflagellate Bioluminescence at the Single Cell Level

Maziyar Jalaal, Nico Schramma, Antoine Dode, Hélène de Maleprade, Christophe Raufaste, View ORCID ProfileRaymond E. Goldstein
doi: https://doi.org/10.1101/2020.03.18.997544
Maziyar Jalaal
1Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 0WA, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Nico Schramma
1Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 0WA, United Kingdom
2Max-Planck Institute for Dynamics and Self-Organization, Göttingen, Germany
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Antoine Dode
1Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 0WA, United Kingdom
3École Polytechnique, 91128 Palaiseau Cedex, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Hélène de Maleprade
1Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 0WA, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Christophe Raufaste
1Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 0WA, United Kingdom
4Université Côte d’Azur, CNRS, Institut de Physique de Nice, CNRS, 06100 Nice, France
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
Raymond E. Goldstein
1Department of Applied Mathematics and Theoretical Physics, University of Cambridge, Cambridge CB3 0WA, United Kingdom
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Raymond E. Goldstein
  • For correspondence: r.e.goldstein@damtp.cam.ac.uk
  • Abstract
  • Full Text
  • Info/History
  • Metrics
  • Supplementary material
  • Preview PDF
Loading

Abstract

One of the characteristic features of many marine dinoflagellates is their bioluminescence, which lights up nighttime breaking waves or seawater sliced by a ship’s prow. While the internal biochemistry of light production by these microorganisms is well established, the manner by which fluid shear or mechanical forces trigger bioluminescence is still poorly understood. We report controlled measurements of the relation between mechanical stress and light production at the single-cell level, using high-speed imaging of micropipette-held cells of the marine dinoflagellate Pyrocystis lunula subjected to localized fluid flows or direct indentation. We find a viscoelastic response in which light intensity depends on both the amplitude and rate of deformation, consistent with the action of stretch-activated ion channels. A phenomenological model captures the experimental observations.

Bioluminescence, the emission of light by living organisms, has been a source of commentary since ancient times [1], from Aristotle and Pliny the Elder, to Shake-speare and Darwin [2], who, like countless mariners before him, observed of the sea, “… every part of the surface, which during the day is seen as foam, now glowed with a pale light. The vessel drove before her bows two billows of liquid phosphorus, and in her wake she was followed by a milky train. As far as the eye reached, the crest of every wave was bright,…”. The glow Darwin observed arose most likely from bacteria or dinoflagellates, unicellular eukaryotes found worldwide in marine and freshwater environments.

Bioluminescence is found in a large range of organisms, from fish to jellyfish, worms, fungi, and fireflies. While discussion continues regarding the ecological significance of light production [3], the internal biochemical process that produces light is now well understood. In the particular case of dinoflagellates [4], changes in intracellular calcium levels produce an action potential, opening voltage-gated proton channels in the membranes of organelles called scintillons, lowering the pH within them [5] and causing oxidation of the protein luciferin, catalyzed by luciferase. Far less clear is the mechanism by which fluid motion triggers bioluminescence.

Early experiments on light emission utilizing unquan-tified fluid stirring or bubbling [6] were superseded over the past two decades by studies in the concentric cylinder geometry of Couette flow [7, 8] and macroscopic contracting flows [9, 10]. Subsequent experiments explored light production by cells carried by fluid flow against barriers in microfluidic chambers [11], or subjected to the localized forces of an atomic force microscope [12]. From these have come estimates of the stress needed to trigger light production. Indeed, dinoflagellates can serve as probes of shear in fluid flows [7, 9, 13–16]. At the molecular level, biochemical interventions have suggested a role for stretch-activated ion channels [17] —known to feature prominently in touch sensation [18] —leading to the hypothesis that fluid motion stretches cellular membranes, forcing channels open and starting the biochemical cascade that produces light.

Here, as a first step toward an in-depth test of this mechanism, we study luminescence of single cells of the dinoflagellate Pyrocystis lunula (Fig. 1) induced by precise mechanical stimulation. The cellular response is found to be ‘viscoelastic’, in that it depends not only on the amplitude of cell wall deformation but also on its rate. A phenomenological model linking this behavior to light production provides a quantitative account of these observations.

FIG. 1.
  • Download figure
  • Open in new tab
FIG. 1.

The unicellular marine dinoflagellate Pyrocystis lunula, held on a glass micropipette. Chloroplasts (yellow/brown) are in the cytoplasmic core at night and the crescent-shaped cell wall encloses the cell.

P. lunula is an excellent organism for the study of bioluminescence because its large size (∼ 40 µm in diameter and ∼ 130 µm in length), lack of motility as an adult, rigid external cell wall and negative buoyancy all facilitate micromanipulation. Its relative transparency and featureless surface allow for high-resolution imaging. As model organisms, dinoflagellates have been studied from a variety of complementary perspectives [19].

Cultures of P. lunula (Schütt) obtained from CCAP [20] were grown in L1 medium [21] at 20°C in an incubator on a 12h/12h light/dark cycle. The bioluminescence of P. lunula is under circadian regulation [22, 23] and occurs only during the night. All experiments were performed between hours 3 − 5 of the nocturnal phase. An sCMOS camera (Prime 95B, Photometrics) imaged cells through a Nikon 63× water-immersion objective on a Nikon TE2000 inverted microscope. Cells were kept in a 500 µL chamber that allows access by two antiparallel mi-cropipettes held on multi-axis micromanipulators (Patchstar, Scientifica, UK) (see Supplemental Material [24]), and kept undisturbed for several hours prior to stimulation. Upon aspiration on the first pipette, cells typically flash once [25]. Care was taken to achieve consistent positioning of cells for uniformity of light measurements (Video 1 [24]).

The second pipette applies mechanical stimulation in either of two protocols. The first directs a submerged jet of growth medium at the cell, controlled by a syringe pump (PHD2000, Harvard Apparatus) and characterized using Particle Image Velocimetry (PIV) and particle tracking, as in Figs. 2a-f. Typical flow rates through the micropipette were on the order of 1 ml/h, exiting a tip of radius ∼10 µm, yielding maximum jet speeds U up to 1 m/s. With ν = η/ρ = 1 mm2/s the kinematic viscosity of water and 𝓁 ∼ 0.02 mm the lateral size of the organism, the Reynolds number is Re = U𝓁/ν ∼ 20, consistent with prior studies in macroscopic flows [7, 9, 10], which utilized the apparatus scale (mm) for reference. In the second protocol, a cell is held between the two pipettes, and mechanical deformation is imposed by displacement of the second. Using the micromanipulators and a computer-controlled translation stage (DDS220/M, Thorlabs), the deformation δ and deformation rate δ could be independently varied (Figs. 2g-l).

FIG. 2.
  • Download figure
  • Open in new tab
FIG. 2.

Light production by P. Lunula under fluid and mechanical stimulation. (a) Stimulation by fluid flow; color map in upper half indicates flow speed, lower half is a streak image of tracer particles. (b) Particle tracking of flow lines near cell surface. (c-f) Cell deformation due to fluid flow and the consequent light production. (g,h) Second protocol, in which a cell is deformed under direct contact by a second pipette. (i-l) Light production triggered by mechanical deformation. All times indicated are with respect to the start of light emission.

A key observation within the first protocol is that cells do not flash unless the imposed fluid pressure is high enough to deform the cell membrane sufficiently (Fig. 2f). For these submerged jet flows, the fluid stress Σf ∼ ρU 2 can be estimated to reach ∼ 103 Pa, which is the same order as in prior macroscopic experiments [7, 9, 10]. It can be seen from Fig. 2f that the lateral scale ξ of cell wall deformations is ∼ 30 µm, and we estimate the fluid force exerted at the site of deformation as Ff ∼ Σf ξ2 ∼ 0.1 µN. More quantitatively, using PIV of the flow field and finite-element calculations of the flow from a pipette [24] we find from study of 35 cells that the threshold for light production is broadly distributed, with a peak at 0.10 ± 0.02 µN.

It is not clear a priori whether the deformations in Figs. 2c-f are resisted by the cell wall alone or also by the cytoplasm. The wall has a tough outer layer above a region of cellulose fibrils [26–28], with a thickness d ∼ 200 − 400 nm: AFM studies [12] show a Young’s modulus E ∼ 1 MPa. During asexual reproduction, the cellular contents pull away from the wall and eventually exit it through a hole, leaving behind a rigid shell with the characteristic crescent moon shape [29]. Thus, the wall is not only imprinted with that shape, but is much more rigid than the plasma membrane and significantly more rigid than the cytoplasm [12].

Deformations of such curved structures induced by localized forces involve bending and stretching of the wall. With 𝓁 the radius of curvature of the undeformed cell wall, a standard analysis [30] gives the indentation force F ∼ Ed2δ/𝓁. Balancing this against the fluid force ρU2 ξ2 we find the strain ε ≡ δ/𝓁 ∼ (ρU2 /E) (ξ/d)2. From the estimates above, we have ρU 2/E ∼ 10−4, and ξ/d ∼ 50 − 100, so ε is of the magnitude observed.

In the natural setting of marine bioluminescence and in laboratory studies of dilute suspensions, light production can arise purely from flow itself, without contact between dinoflagellates. Nevertheless, there are conceptual and methodological advantages to studying bioluminescence by direct mechanical contact, especially due to the natural compliance of cells aspirated by a single micropipette. Chief among these is the ability to control the deformation and deformation rate, which are the most natural variables for quantification of membrane stretching and bending. As seen in Fig. 2i-l, imposing deformations similar to those achieved with the fluid flow also produces bioluminescence, highlighting the role of cell membrane deformation in mechanosensing.

In our protocol for deformations, δ is increased at a constant rate δ. for a time tf to a final value δf (loading), after which it was held fixed until any light production ceases, then returned to zero (unloading). We observe generally that if light is produced during loading, it is also produced during unloading. Experiments were performed for δf ∈ [1, 10] µm and Embedded Image, with eight to twelve replicates (cells) for each data point. We repeated the given deformation protocol on the same cell (with sufficient rest intervals in between) until the cell ceases bioluminescence. Reported values of light intensity I(t) are those integrated over the entire cell.

Figure 3a shows the light flashes from 15 stimulations of a single cell. With each deformation, I(t) first rises rapidly and then decays on a longer time scale. Apart from a decreasing overall magnitude with successive flashes, the shape of the signal remains nearly constant. The eventual loss of bioluminescence most likely arises from exhaustion of the luciferin pool [31]. The inset shows the corresponding phase portraits of the flashes in the I − dI/dt plane, where the similarity of successive signals can clearly be seen.

FIG. 3.
  • Download figure
  • Open in new tab
FIG. 3.

Dynamics of light production following mechanical stimulation. (a) Response of a cell to repeated deformation with δf = 10 µm and Embedded Image. Inset: loops in I − dI/dt plane for successive flashes. (b) Loops at fixed Embedded Image and varying δf for first flashes. (c) As in (b), but for fixed δf and varying Embedded Image. Standard errors are shown for outermost data. (d) Master plot of data, normalized by maximum intensities and rates. Circles (squares) are data in b (c). Black curve is result of model in (1) and (3).

Focusing on the first flashes, experiments with different δf and Embedded Image reveal the systematics of light production. Figures 3b&c show that for a given rate, larger deformations produce more light, as do higher rates at a given deformation. Interestingly, the shape of the signals remains the same not only between different cells but also for different mechanical stimulations; normalizing the phase portraits with respect to their maxima yields a universal shape of the signal (Fig. 3d). We summarize the results of all experiments in Figure 4a, showing the variation of maximum light intensity (averaged over all the first flashes) as a function of δf and Embedded Image; light production is maximized when the cell is highly deformed at high speed.

FIG. 4.
  • Download figure
  • Open in new tab
FIG. 4.

Dependence of light production on deformation and rate. (a) Histogram of maximum intensity. Note nonuniform grid. (b) Variation of signal strength sf predicted by phenomenological model, as a function of deformation and rate.

The influence of deformation and rate are suggestive of viscoelastic properties. At a phenomenological level, we thus consider a Maxwell-like model that relates the signal s(t) that triggers light production to the strain ε, Embedded Image where τe is a relaxation time. For a given δ, if the deformation time scale is much smaller than τe, the membrane does not have time to re-arrange (the large Deborah number regime in rheology), while for slow deformations the membrane has time to relax. As seen in Figs. 2i-l and Videos 2 & 3 [24], bioluminescence occurs during loading, a feature that suggests τe is comparable to the flash rise time. Integrating (1) up to tf, we obtain the signal sf at the end of loading in terms of the final strain εf ≡ δf /l and scaled strain rate Embedded Image, Embedded Image

As seen in Fig. 4b, the peak response occurs when both the final strain and strain rate are large, as observed experimentally. The linear relationship between s and ε embodied in (1) can not continue to be valid at large strains or strain rates; eventually, the signal must saturate when all available channels open to their maximum. This is consistent with the data in Fig. 4a at the highest rates, where experimentally ε ∼ 0.25.

Although light production is triggered internally by an action potential—which arises from nonlinear, excitable dynamics—analysis of the flashes [24] indicates a time course much like that of two coupled capacitors charging and discharging on different time scales. Such linear dynamics have figured in a variety of contexts, including calcium oscillations [32], bacterial chemotaxis [33], and algal phototaxis [34], and take the form of coupled equations for the observable (here, the light intensity I) which reacts to the signal s on a short time τr and the hidden biochemical process h which resets the system on a longer time τa. For light triggered by stretch-activated ion channels, the signal s might be the influx of calcium resulting from the opening of channels. Adopting units in which I, h, s are dimensionless, the simplest model is Embedded Image Embedded Image

Starting from the fixed point (I = 0, h = 0) for s = 0, if the signal is turned on abruptly then I will respond on a time scale τr, exponentially approaching s − h ≃ s. Then, as h evolves toward s over the longer adaptation time scale τa, I will relax toward s − h ≃ 0, completing a flash. It follows from (3) that a discontinuous initial s creates a discontinuous İ, whereas the loops in Fig. 3 show smooth behaviour in that early regime (I, İ≳ 0); this smoothing arises directly from the Maxwell model for the signal. The parsimony of the linear model (3) comes at a cost, for it fails at very high ramp rates when Embedded Image switches to zero within the flash period and both s and I would adjust accordingly, contrary to observations. In a more complex, excitable model, the flash, once triggered, would thereafter be insensitive to the signal.

As the entire system (1) and (3) is linear, it can be solved exactly [24], thus enabling a global fit to the parameters. We compare the theoretical results with the normalized experimental data in Fig. 3d, where we see good agreement with the common loop structure. From the fits across all data, we find common time scales τe ≈ 0.027 s, τr ≈ 0.012 s, and τa ≈ 0.14 s, the last of which is comparable to the pulse decay time found in earlier experiments with mechanical stimulation [25], and can be read off directly from the late-time dynamics of the loops in Figs. 3b&c, where İ ∼ −I/τa [24]. These values suggest comparable time scales of membrane/channel viscoelasticity and biochemical actuation, both much shorter than the decay of light flashes.

With the results described here, the generation of bioluminescence has now been explored with techniques ranging from atomic force microscope cantilevers with attached microspheres indenting cells in highly localized areas, to fluid jets and micropipette indentation on intermediate length scales, and finally to macroscopic flows that produce shear stresses across the entire cell body. Figure 5 considers all of these experiments together, organized by the perturbative stress Σ found necessary to produce light and the area A ≡ ξ2 over which that stress was applied. We see a clear trend; the smaller the perturbation area, the larger the force required. This result suggests that the production of a given amount of light, through the triggering effects of stretch-activated ion channels on intracellular action potentials, can be achieved through the action of many channels weakly activated or a small number strongly activated. With an eye toward connecting the present results to the familiar marine context of light production, it is thus of interest to understand more quantitatively the distribution of forces over the entire cell body in strong shear flows [35] and how those forces activate ion channels to produce light. Likewise, the possible ecological significance of the great range of possible excitation scales illustrated in Fig. 5 remains to be explored.

FIG. 5.
  • Download figure
  • Open in new tab
FIG. 5.

Perturbation stress versus perturbation area for three kinds of experiments on dinoflagellates. Atomic force measurements on P. lunula are from [12], while macroscopic measurements include Taylor-Couette [7, 8] and contracting flows [9, 10] on P. lunula and similar dinoflagellates.

We are grateful to Michael I. Latz for invaluable assistance at an early stage of this work, particularly with regard to culturing dinoflagellates, and thank Adrian Bar-brook, Martin Chalfie, Michael Gomez, Tulle Hazelrigg, Chris Howe, Caroline Kemp, Eric Lauga, Benjamin Mau-roy, Carola Seyfert, and Albane Théry for important discussions. This work was supported in part by the Gordon and Betty Moore Foundation (Grant 7523) and the Schlumberger Chair Fund. CR acknowledges support by the French government, through the UCAJEDI Investments in the Future project of the National Research Agency (ANR) (ANR-15-IDEX-01).

References

  1. [1].↵
    E. N. Harvey, The Nature of Animal Light, (J.B. Lippincott Company, Philadelphia, 1920).
  2. [2].↵
    C. Darwin, Journal of Researches into the Geology and Natural History of the Various Countries Visited by H.M.S. Beagle, Under the Command of Captain Fitzroy, R.N. from 1832 to 1836 (Henry Colburn, London, 1839), p. 191.
  3. [3].↵
    S.H.D. Haddock, M.A. Moline, and J.F. Case, Bioluminescence in the sea, Annu. Rev. Mar. Sci. 2, 443 (2010).
    OpenUrlCrossRefWeb of Science
  4. [4].↵
    T. Wilson, and W.J. Hastings, Bioluminescence, Annu. Rev. Cell Dev. Biol. 14, 1 (1998);
    OpenUrlCrossRefPubMedWeb of Science
    M. Valiadi and D. Iglesias-Rodriguez, Understanding Bioluminiscence in Dinoflagellates – How Far Have We Come?, Microorganisms 1, 3 (2013).
    OpenUrl
  5. [5].↵
    M. Fogel, and J.W. Hastings, Bioluminescence: mechanism and mode of control of scintillon activity, Proc. Natl. Acad. Sci. USA 69, 3 (1972).
    OpenUrl
  6. [6].↵
    W. H. Biggley, E. Swift, R. J. Buchanan, and H. H. Seliger, Stimulable and spontaneous bioluminescence in the marine dinoflagellates, Pyrodinium bahamense, Gonyaulax polyedra, and Pyrocystis lunula, J. Gen. Physiol. 54, 96 (1969);
    OpenUrlAbstract/FREE Full Text
    G. B. Deane, M. D. Stokes, and M. I. Latz, Bubble stimulation efficiency of dinoflagellate bioluminescence, Luminescence 31, 270 (2016).
    OpenUrl
  7. [7].↵
    M. I. Latz, J. F. Case, and R. L. Gran, Excitation of bioluminescence by laminar fluid shear associated with simple Couette flow, Limn. Ocean. 39, 1424 (1994);
    OpenUrl
    E.M. Maldonado and M.I. Latz, Shear-stress dependence of dinoflagellate bioluminiscence, Biol. Bull. 212, 242 (2007).
    OpenUrlCrossRefPubMedWeb of Science
  8. [8].↵
    A.-S. Cussatlegras, and P. Le Gal, Variability in the bioluminescence response of the dinoflagellate Pyrocystis lunula, J. Exp. Marine Biol. Ecol. 343, 74 (2007).
    OpenUrl
  9. [9].↵
    M. I. Latz, J. Rohr, and J. Hoyt, A novel flow visualization technique using bioluminescent marine plankton I. Laboratory studies. IEEE J. Ocean. Eng. 20, 144 (1995).
    OpenUrl
  10. [10].↵
    M. I. Latz, A. R. Juhl, A. M. Ahmed, S. E. Elghobashi, and J. Rohr, Hydrodynamic stimulation of dinoflagel-late bioluminescence: a computational and experimental study, J. Exp. Biol. 207, 1941 (2004).
    OpenUrlAbstract/FREE Full Text
  11. [11].↵
    M. I. Latz, M. Bovard, V. VanDelinder, E. Segre, J. Rohr, and A. Groisman, Bioluminescent response of individual dinoflagellate cells to hydrodynamic stress measured with millisecond resolution in a microfluidic device, J. Exp. Biol. 211, 2865 (2008).
    OpenUrlAbstract/FREE Full Text
  12. [12].↵
    B. Tesson, and M. I. Latz, Mechanosensitivity of a rapid bioluminescence reporter system assessed by atomic force microscopy, Biophys. J. 108, 1341 (2015).
    OpenUrlCrossRefPubMed
  13. [13].↵
    J. Rohr, J. Allen, J. Losee, and M. I. Latz, The use of bioluminescence as a flow diagnostic, Phys. Lett. A 228, 408 (1997).
    OpenUrl
  14. [14].
    E. Foti, C. Faraci, R. Foti, and G. Bonanno, On the use of bioluminescence for estimating shear stresses over a rippled seabed, Meccanica, 45, 881 (2010).
    OpenUrl
  15. [15].
    J. Hauslage, V. Cevik, and R. Hemmersbach, Pyrocystis noctiluca represents an excellent bioassay for shear forces induced in ground-based microgravity simulators (clinostat and random positioning machine), NPJ Microgravity 3, 12 (2017).
    OpenUrl
  16. [16].↵
    G.B. Deane and M.D. Stokes, A quantitative model for flow-induced bioluminescence in dinoflagellates, J. Theor. Bio. 237, 147 (2005).
    OpenUrlCrossRefPubMed
  17. [17].↵
    K. Jin, J.C. Klima, G. Deane, M.D. Stokes, and M.I. Latz, Pharmacological investigation of the bioluminiscence signaling pathway of the dinoflagellat Lingulodinium polyedrum: Evidence for the role of stretch-activated ion channels, J. Phycol. 49, 733 (2013).
    OpenUrl
  18. [18].↵
    C. Kung, A possible unifying principle for mechanosensation, Nature 436, 647 (2005).
    OpenUrlCrossRefPubMedWeb of Science
  19. [19].↵
    J.D. Hackett, D.M. Anderson, D.L. Erdner, and D. Bhattacharya, Dinoflagellates: A remarkable evolutionary experiment, Am. J. Bot. 91, 1523 (2004);
    OpenUrlAbstract/FREE Full Text
    C. Fajardo, et al., An “omic” approach to Pyrocystis lunula: New insights related with this bioluminescent dinoflagellate, J. Prot. 209, 103503 (2019).
    OpenUrl
  20. [20].↵
    The Culture Collection of Algae and Protozoa (CCAP), https://www.ccap.ac.uk/index.htm.
  21. [21].↵
    R. R. L. Guillard, and P. E. Hargraves, Stichochrysis immobilis is a diatom, not a chrysophyte, Phycologia 32, 234 (1993).
    OpenUrlCrossRefWeb of Science
  22. [22].↵
    E. Swift, and W. R. Taylor, Bioluminescence and chloroplast movement in the dinoflagellate Pyrocystis Lunula, J. Phycol. 3, 77 (1967).
    OpenUrl
  23. [23].↵
    P. Colepicolo, T. Roenneberg, D. Morse, W. R. Taylor, and J. W. Hastings, Circadian regulation of bioluminescence in the dinoflagellate Pyrocystis Lunula, J. Phycol. 29, 173 (1993).
    OpenUrlCrossRefWeb of Science
  24. [24].↵
    See Supplemental Material at http://link.aps.org/supplemental/xxx for further experimental details and videos.
  25. [25].↵
    E. A. Widder, and J. F. Case, Two flash forms in the bioluminescent dinoflagellate, Pyrocystis fusiformis, J. Comp. Physiol. 143, 43 (1981).
    OpenUrl
  26. [26].↵
    E. Swift and C.C. Remsen, The cell wall of Pyrocystis spp. (Dinococcales), J. Phycol. 6, 79 (1970).
    OpenUrl
  27. [27].
    R.A. Fensome, F.J.R. Taylor, G. Norris, W.A.S. Sarjeant, D.I. Wharton, and G.L. Williams, A classification of living and fossil dinoflagellates (Sheridan Press, Pennsylvania, 1993), Micropaleontology, Spec. Pub. No. 7.
  28. [28].↵
    K.S. Seo and L. Fritz, Cell-wall morphology correlated with vertical migration in the non-motile marine dinoflagellate Pyrocystis noctiluca, Mar. Biol. 137, 589 (2000).
    OpenUrlCrossRef
  29. [29].↵
    E. Swift and E.G. Durbin, Similarities in the asexual reproduction of the oceanic dinoflagellates, Pyrocystis fusiformis, Pyrocystis lunula, and Pyrocystis noctiluca, J. Phycol. 7, 89 (1971).
    OpenUrl
  30. [30].↵
    L.D. Landau and E.M. Lifshitz, Theory of Elasticity, 3rd ed. (Elsevier, Amsterdam, 1986), §15.
  31. [31].↵
    K.S. Seo and L. Fritz, Cell ultrastructural changes correlate with circadian rhythms in Pyrocystis lunula (Pyrrophyta), J. Phycol. 36, 2 (2000).
    OpenUrl
  32. [32].↵
    A. Goldbeter, G. Dupont, and M.J. Berridge, Minimal model for signal-induced Ca2+ oscillations and for their frequency encoding through protein phosphorylation, Proc. Natl. Acad. Sci. USA 87, 1461 (1990).
    OpenUrlAbstract/FREE Full Text
  33. [33].↵
    P.A. Spiro, J.S. Parkinson, and H.G. Othmer, A model of excitation and adaptation in bacterial chemotaxis, Proc. Natl. Acad. Sci. USA 94, 7263 (1997).
    OpenUrlAbstract/FREE Full Text
  34. [34].↵
    K. Drescher, R.E. Goldstein, and I. Tuval, Fidelity of adaptive phototaxis, Proc. Natl. Acad. Sci. USA 107, 11171 (2010).
    OpenUrlAbstract/FREE Full Text
  35. [35].↵
    R. Trans-Son-Tay, S.P. Sutera, G.I. Zahalak, and P.R. Rao, Membranes stresses and internal pressure in a red blood cell freely suspended in a shear flow, Biophys. J. 51, 915 (1987);
    OpenUrlCrossRefPubMedWeb of Science
    A. Théry, M. Jalaal, E. Lauga, and R.E. Goldstein, unpublished (2020).
Back to top
PreviousNext
Posted March 18, 2020.
Download PDF

Supplementary Material

Email

Thank you for your interest in spreading the word about bioRxiv.

NOTE: Your email address is requested solely to identify you as the sender of this article.

Enter multiple addresses on separate lines or separate them with commas.
Stress-Induced Dinoflagellate Bioluminescence at the Single Cell Level
(Your Name) has forwarded a page to you from bioRxiv
(Your Name) thought you would like to see this page from the bioRxiv website.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Share
Stress-Induced Dinoflagellate Bioluminescence at the Single Cell Level
Maziyar Jalaal, Nico Schramma, Antoine Dode, Hélène de Maleprade, Christophe Raufaste, Raymond E. Goldstein
bioRxiv 2020.03.18.997544; doi: https://doi.org/10.1101/2020.03.18.997544
Digg logo Reddit logo Twitter logo Facebook logo Google logo LinkedIn logo Mendeley logo
Citation Tools
Stress-Induced Dinoflagellate Bioluminescence at the Single Cell Level
Maziyar Jalaal, Nico Schramma, Antoine Dode, Hélène de Maleprade, Christophe Raufaste, Raymond E. Goldstein
bioRxiv 2020.03.18.997544; doi: https://doi.org/10.1101/2020.03.18.997544

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero
  • Tweet Widget
  • Facebook Like
  • Google Plus One

Subject Area

  • Biophysics
Subject Areas
All Articles
  • Animal Behavior and Cognition (3592)
  • Biochemistry (7562)
  • Bioengineering (5508)
  • Bioinformatics (20762)
  • Biophysics (10309)
  • Cancer Biology (7967)
  • Cell Biology (11625)
  • Clinical Trials (138)
  • Developmental Biology (6598)
  • Ecology (10190)
  • Epidemiology (2065)
  • Evolutionary Biology (13594)
  • Genetics (9532)
  • Genomics (12834)
  • Immunology (7917)
  • Microbiology (19525)
  • Molecular Biology (7651)
  • Neuroscience (42027)
  • Paleontology (307)
  • Pathology (1254)
  • Pharmacology and Toxicology (2196)
  • Physiology (3263)
  • Plant Biology (7029)
  • Scientific Communication and Education (1294)
  • Synthetic Biology (1949)
  • Systems Biology (5422)
  • Zoology (1114)