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First published online April 24, 2006
doi: 10.1242/10.1242/jcs.02838
Research Article |

1 Equipe DynaCell, Laboratoire TIMC-IMAG, CNRS UMR5525, Institut de l'Ingénierie et de l'Information de Santé-Faculté de Médecine, 38706 La Tronche CEDEX, France
2 Equipe RFMQ, Laboratoire TIMC-IMAG, CNRS UMR5525, Institut de l'Ingénierie et de l'Information de Santé-Faculté de Médecine, 38706 La Tronche CEDEX, France
* Authors for correspondence (e-mail: emmanuelle.planus{at}ujf-grenoble.fr; philippe.tracqui{at}imag.fr)
Accepted 15 December 2005
| Summary |
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Key words: Podosomes, Matrix stiffness, Self-organisation, Optical flow
| Introduction |
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Indeed, it has been shown that the extracellular matrix rigidity plays a crucial role in several cellular processes, ranging from locomotion (Lo et al., 2000
; Pelham and Wang, 1997
), to anchorage dependency of growth control (Burridge and Chrzanowska-Wodnicka, 1996
; Chen et al., 1997
; Folkman and Moscona, 1978
), phagocytosis (Beningo and Wang, 2002
), differentiation (Cukierman et al., 2001
; Deroanne et al., 2001
) and ECM remodelling (Mudera et al., 2000
; Tranqui and Tracqui, 2000
; Urech et al., 2005
). Since the rosettes of podosomes are adherent structures, we investigate the influence of the matrix rigidity on the dynamic properties of these structures in 3T3 fibroblasts transfected with GFP-actin. In this study, we used bio-functional polyacrylamide substrates (Pelham and Wang, 1998
), whose stiffness is controlled by altering the ratio between monomer and cross-linker concentrations. Two different ratios of bis-acrylamide:acrylamide were used to define flexible and very flexible substrates, with glass defined as a reference rigid substrate. Stably transfected 3T3 fibroblasts allowed us to track by videomicroscopy the spatiotemporal dynamics of the specific adherent actin structures called rosettes, assembled from numerous individual podosomes. Image analysis shows that both the podosome lifespan and the minimum distance between podosomes depend on the substrate flexibility, leading to a variability of the rosette dynamics. Moreover, an optical flow analysis demonstrates the occurrence of a periodic appearance and disappearance of the rosettes, allowing us to postulate the self-organised nature of these actin-rich adhesion micro-domains. Thus, rosettes could have a role as a fast-moving mechanosensor organelle.
| Results |
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Structure and dynamics of podosomes: dependence on the substrate flexibility
Close observation of the transient actin-based structures organised in rosettes or clouds in GFP-actin 3T3 fibroblasts reveals that these structures are formed by podosomes (actin dots) (Fig. 2A). Observations with fluorescence video microscopy and with confocal interference reflection microscopy (CIRM), showed that these localised actin structures correspond to adhesion sites onto the substrate (Fig. 2B). Indeed, the points observed by fluorescence match exactly the zones of close contact between the basal cell membrane and the substrate (David-Pfeuty and Singer, 1980
). Individual podosomes can organise collectively to form a rosette (Fig. 2C,D). Moreover, they can coexist with other adhering structures, especially with focal adhesions that cells develop to adhere more firmly to the substrate.
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Podosome cluster and rosette motions result from the interplay of podosome assembly and disassembly. By tracking one given podosome just after its appearance, we calculated its lifespan until it disappeared (Fig. 4A-E). Lifespan estimation was made on 12 podosomes for each rosette in a cell and evenly averaged for
10 cells for each type of substrate. Results show that podosomes are more stable on a more rigid substrate: their lifespan increased from 1 minute 24±38 seconds (0.08% gel) to 2 minutes 40±73 seconds (glass) with an intermediate lifespan of 1 minute 53±47 seconds for 0.2% gel (Fig. 4F). Student's t-tests revealed that these mean differences are significant (P<<<0.0001).
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4 µm) for all the rosettes and did not vary significantly with substrate flexibility: 3.93±0.41 µm for glass, 4.02±0.93 µm for flexible gel and 4.36±1.21 µm for very flexible gel (P>0.05). Also, it is important to observe that it can be easy to distinguish individual podosomes from the surrounding cloud of mostly monomeric actin molecules when podosomes rosettes were adherent to rigid substrate (i.e. glass), this become more difficult when the substrate flexibility increased (see Fig. 5A,B). To determine whether this observation is an intrinsic property of podosome rosettes adherent to a flexible substrate or is an optical effect owing to diffusion of emission fluorescence when passing through the polyacrylamide gel, we have quantified the FITC fluorescence from beads with the same diameter as the podosomes (i.e. 0.5 µm) and spread these over the gel. The beads were then covered with a glass coverslip and the fluorescent observations were made either through the gel or through the coverslip. The light diffusion was quantified by measuring the mean width at half-height of the main fluorescence peak (Fig. 5C). The mean width when measured through the glass coverslip is 4.82±0.28 µm and slightly increased to 5.11±0.67 µm when measured through the gel (Fig. 5D). Light diffusion is also a minor effect, meaning that the complexity of individualisation of the podosomes is not an optical effect and the actin cloud is denser when substrate flexibility increases.
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Dynamical properties of the rosette: dependence on the substrate flexibility
Rosettes seem to emerge from an actin core that grows and evolves into a ring-shaped structure with constant width as soon as it reaches a certain size. It can then move inside the cell or remain very stable spatially, growing in size and then shrinking, sometimes periodically, or disrupting and giving birth to a rotating wave. This variety of dynamic patterns can appear on every substrate, whatever their flexibility. An accurate observation showed that the rosette moves globally whereas podosomes remain fixed on the substrate. This motion thus appears to be an apparent movement linked to the assembly and disassembly of podosomes. In order to investigate the dynamics of actin podosome rosettes, we carried out FRAP experiments. This method enabled us to quantify the variation of fluorescence in a narrow section of the rosette. The corresponding fluorescence recovery rate was calculated in a close area surrounding the rosette, even if laser bleaching occurred all along the observed region (Fig. 6A,B). The fluorescence recovery in the rosette fitted closely an exponential law with a characteristic time constant
ranging from 5 seconds to 20 seconds (Fig. 6C). This indicates that the rosette is at the centre of a very rapid actin turnover phenomenon.
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Quantification of rosette deformation
Optical flow analysis was performed on a population of 24 rosettes observed from 22 cells cultured on the three types of substrate. Several rosettes were observed simultaneously in the same cell only with a rigid substratum. Quantification of the rosette deformation is realised from the computation of the four coefficients E,
, S1 and S2 that describe the expansion/contraction, the rotation, the horizontal and oblique shear rates respectively. Fig. 7 is a typical example of the observed rosette dynamics, showing the simultaneous evolution of the coefficients E,
and S1 and S2 (Fig. 7A,B). The rosette exhibits a short expansion (E>0) immediately followed by a contraction phase (E<0), ultimately ending with the rosette extinction (E=0). The rotation component characterised by
is mainly positive, resulting in a counter-clockwise rotation of the rosette. However, this component remains small during the expansion/contraction phases, compared with the other components, especially the shear rates. Fig. 7C,D shows the displacement fields corresponding to the two extremes of the expansion/contraction curve E(t), namely the maximum expansion rate, which correlates in that case with a horizontal shear contraction (S1<0) and the maximum contraction rate, which correlates with a horizontal shear expansion (S1>0). Despite high horizontal shear rates, the rosette shape is globally conserved as S1(t) presents a `balanced' profile where the horizontal expansion and contraction phases compensate each other.
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Interestingly, the coexistence in the same cell and at the same time of two polymerised actin structures at the substrate-cell interface, namely actin stress fibres and podosome rosettes, have been observed. It is known that the time scales of the two actin structures are completely different, stress fibres associated with focal contacts being very stable, with lifespans in the order of hours, whereas podosomes in these cells, have a very short lifespan: in the order of minutes. Fig. 8 shows that podosome rosettes can survive for minutes and move in the cell with no visible interaction with stress fibres. When the rosette approaches the membrane edges, this ring carries on evolving and the actin wave pushes the membrane. The ring then shrinks and leaves behind radial actin fibres that can drive the membrane retraction to its initial position.
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Temporal analysis of rosette dynamics: emergence of periodic behaviour
A sample of ten rosettes exhibiting oscillating deformations was analysed by computing for each rosette the Fourier transform of the related expansion/contraction curve E(t) to detect any potential periodicity in the signals. The sample of rosettes we studied was composed of seven rosettes observed with cells cultured on rigid substrate and three rosettes observed with cells cultured on flexible substrate (no oscillating deformation profiles were observed on cells cultured on very flexible substrates).
The search for a periodic component in the signals was realised regardless of the pattern of the rosette deformation. Indeed, Fig. 9 presents three different types of periodic deformation profiles. Fig. 9A shows a contraction profile without any rosette expansion, meaning that the rosette gradually shrinks. Fig. 9C shows a periodic oscillation with alternating phase of expansion and contraction whose amplitude gradually decreases, meaning that the rosette gradually shrinks through damped oscillations. Fig. 9E shows a similar oscillation profile with decreasing amplitude, but characterised by asymmetrical expansion and contraction phases: the expansion phase is slow (about 300 seconds) whereas the shrinking phase is more than three times faster (around 75 seconds), until the signal amplitude decreases once again. Although these signals are different in nature, the temporal Fourier transform analysis performed in each case (Fig. 9B,D,F), shows the appearance of maxima in the signals amplitude for almost exactly the same frequency: the double peak in Fig. 9B at 0.0029 and 0.0051 Hz gives an estimated period of 4 minutes 28 seconds (±1 minute 42 seconds) and the two single peaks in Fig. 9D,F both at 0.036 Hz, correspond to an estimated period of 4 minutes 36 seconds (±10 seconds). The results obtained for the ten oscillating profiles gave two signals with no periodicity, three signals with a mean period of 2 minutes 14±26 seconds and five signals with a mean period of 4 minutes 27±37 seconds. It is important to note that this latter value is twice the mean period of 2 minutes 14 seconds. This suggests that the largest period could result from an amplification of a process occurring at a smaller timescale.
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Role of the cytoskeleton in rosette formation and dynamic
In order to probe the role of the cytoskeleton in the morphogenesis of podosome rosettes, we applied various agents that disrupt actin and microtubules polymers, and a specific agent to inhibit myosin. The drugs were applied when cells were initially exhibiting podosome rosettes. We induced actin depolymerisation by using cytochalasin D (cytoD) (Fig. 10A,B). Under cytoD treatment and during the extension of the rosette of podosomes we observed that the actin wave expansion is rapidly stopped. Moreover, the podosomes forming the rosette remained in their position for several minutes (Fig. 10C,D). After 30 minutes of incubation with cytoD, rosettes and podosomes are no longer visible. It is known that microtubules stabilise podosome patterns (Babb et al., 1997
, Linder et al., 2000
) and the role of microtubules in rosette formation and their persistence was investigated using nocodazole (Fig. 10E and F). We treated the 3T3 GFP-actin fibroblasts for increasing incubation times with nocodazole and this treatment had no effect on rosette formation nor on their persistence in our cellular model. This result suggested that there is no influence of microtubules on the enlarged distance between podosomes on flexible substrate. This is not surprising because it has already been shown on mouse macrophages that de novo assembly of podosomes is not dependent on microtubules whereas the fusion and fission rates of larger precursor structures are based on microtubule dynamics (Evans et al., 2003
). Also, as previously demonstrated for osteoclasts (Destaing et al., 2003
) depolymerising microtubules had no effect on the existence of rosettes in 3T3 fibroblasts. Actually, these authors have demonstrate that a functional microtubule network was needed to stabilise the podosome belts at the cell periphery in osteoclasts, but at early stages of osteoclast differentiation, microtubule depolymerisation by nocodazole treatment had no visible effect on podosome clusters and rosettes.
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Finally, to investigate the role of actomyosin contractility in podosome formation and persistence, we used two myosin inhibitors, 2,3-butanedione monoxime (BDM), an inhibitor of the myosin motor (Pelham and Wang, 1997
), and blebbistatin (Bb), a specific inhibitor of class II myosins (Shu et al., 2005
). After application, BDM rapidly induced the disappearance of the podosomes (Fig. 10G,H) and a strong reshaping of the cell body occurred, resulting in a rounded cell within 20 minutes. BDM is a well-characterised, low-affinity, non-competitive inhibitor of skeletal muscle myosin II, but has a broad effect on many non-myosin proteins (many uncharacterised) (Ostap, 2002
), and we next tested a more specific myosin inhibitor. Blebbistatin was used at increasing concentrations from 50 µM to 100 µM. Applying 75 µM or more caused a dramatic effect on 3T3 GFP-actin fibroblasts leading to a massive cell lysis after only 20 minutes. We observed a less drastic effect for a Bb concentration of 50 µM, where podosomes disappeared after 10 minutes, whereas the cells kept their stress fibres for at least 30 minutes (Fig. 10I,J). Since Bb is a reversible inhibitor, we observed the reorganisation of podosome rosettes 24 hours after an intense washing of the preparation (data not shown).
| Discussion |
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-actinin, vinculin, paxillin and talin embedded in a ring structure of integrins, and specific proteins of the podosomes such as cortactin (Pfaff and Jurdic, 2001
In 3T3 GFP-actin fibroblasts, rosettes of individual podosomes emerge from an actin core that grows in diameter and splits into a rosette when it exceeds a crucial size, with a central area deprived of actin. When the rosette is formed, it moves in the cell with a specific speed, which is dependent upon the substrate rigidity. We observe that when rings of podosomes evolve near the cell periphery, they push the membrane, but latterly do not seem to influence either the stabilisation of the cell membrane protrusion nor the direction of cell migration (Fig. 7, supplementary material Movie 1). These observations appear to contradict recent work showing that such structures are associated with a migratory and invasive behaviour of cells (Osiak et al., 2005
; Berdeaux et al., 2004
; Buccione et al., 2004
). Moreover, it is remarkable to note the concomitant expression of adhesive podosome groups and of more dynamically stable focal adhesions located at the extremities of actin stress fibres (Fig. 2C,D). The coexistence of these two types of actin-rich adhesive complex with different dynamics suggested two different functions. The first concerns the well-documented firm-adhesion process of fibroblasts, involving the setting of tension in actin fibres by the actomyosin motor, to acquire a spread, tensed cell structure. The second concerns a lesser-known way to explore the extracellular environment rapidly by the motion of podosome groups at the substrate-attached side. It seems logical that different cellular functions should involve different types of adhesion: focal adhesions with actin stress fibres to shape and tense the cell (Chen et al., 2003
), and the swift group of podosomes with short actin filaments to explore, degrade and remodel the environment (Osiak et al., 2005
; Linder and Aepfelbacher, 2003
; Mizutani et al., 2002
). Adhesive site dynamics appear to be tightly linked to matrix assembly and affected by the mechanical properties of the underlying substrate (Pelham and Wang, 1997
; Zamir et al., 2000
; Balaban et al., 2001
). In fact, applying external physical tension near focal adhesions causes enlargement of these adhesive structures, thus exhibiting a dynamic relationship between applied force amplitudes on adhesion and the size and function of adhesions (Geiger et al., 2001
; Riveline et al., 2001
; Balaban et al., 2001
). We showed here that individual podosome dynamics as well as the dynamics of podosome groups (i.e. the rosette) are also affected by the mechanical properties of the underlying matrix. It is therefore an attractive idea that podosome groups represent fast-moving mechanosensors, whereas focal adhesions behave as stable mechanotransmitters. Also, these highly dynamic podosome structures necessarily develop through an integrin-based sensing mechanism at the most intimate location where basal cell membrane and the ECM components interact (Fig. 2D), these interactions are mediated by the contractile proteins associated with the short actin filaments linked to the podosomes (Tanaka et al., 1993
; Burgstaller and Gimona, 2004
).
Using a cellular model expressing fluorescent molecules enables analysis of the dynamic organisation, fate and function of particular organelles or structure in living cells. Information provided by dynamic markers such as GFP-actin has promoted the development of dynamic methods to analyse image sequences. Previous methods were based on image-segmentation techniques, i.e. on the extraction of the points defining the object boundary at each time (Alt et al., 1995
; Killich et al., 1994
). Segmentation is particularly well suited to track local dynamic events. However, it cannot provide global information on the overall dynamics, such as the simultaneous movement of the many podosomes forming the rosette. We thus adopted a global approach using a parametric motion model, which turned out to be well adapted to quantify the distribution of apparent velocities of actin patterns induced by all individual podosome movement. This approach provides a rapid and efficient method to characterise the dynamic feature of the rosettes (expansion, contraction, oscillation). In addition, time-series data extracted from image sequences by this method can be directly analysed in order to detect the possible existence of periodic behaviour. The method is based on a light-conservation hypothesis, which is not completely the case because limited photo-bleaching occurs during the acquisition of time-lapse sequences. Nevertheless, we assumed that the bleach is negligible between two successive images and thus does not introduce a significant bias in the optical flow computation. This study provides an original analysis of ring-shaped rosette dynamics. Image analysis by an affine motion model of rosette movement allowed us to determine several parameters that have not been described until now and which characterise the dynamics of a specific group of podosomes.
Interestingly, the patterning of rosettes in cells appears not to be random. Actually, the spatial characteristics of the rosettes revealed that these structures are circular and present a continuous actin band of 4 µm width with a shape factor ranging from 1 to 2. FRAP experiments revealed that several rosettes exhibit constant flux with similar recovery times around 15 seconds, showing that very fast diffusion of actin occurs in the close vicinity of the rosette. Also, a rosette of podosomes exhibits oscillations induced by the disassembling and assembling of podosomes with constant periods (Fig. 9). These podosome rosette oscillations can exhibit different profiles: oscillations can be sustained for a long period of time, from 10 minutes to 1 hour, have a damping amplitude and are asymmetrical, i.e. with slow expansion phases and rapid shrinking phases (Fig. 9). Nevertheless, two harmonic periods have been identified, irrespective of substrate flexibility: one
2 minutes, the other being
4 minutes. This suggests that the rosette dynamics occur on a typical timescale of 2 minutes with a period doubling process, which in some cases slows down the dynamics. All together, these results indicate the existence of both characteristic time and space scales, which are known signatures of self-organised systems (Nicolis and Prigogine, 1977
; Strogatz, 1994
). In this context, let us recall that several studies report that intracellular actin can exhibit highly dynamical patterns such as waves (Vicker, 2002
), contractile rings (Guyader and Hyver, 1997
) and that actin patterns express oscillatory properties actin clusters (Stephanou et al., 2004
). However, the precise mechanisms underlying the self-organised dynamics of group of podosomes are still unclear. We hypothesise that a biochemical oscillator, based on the polymerisation-depolymerisation of actin polymers, leads to the formation of global-specific patterns of podosomes, such as the rosette. Considering that Arp2/3 is a podosome-related protein, and is known to have autocatalytic properties (Welch, 1999
; Welch and Mullins, 2002
), i.e. known to make actin polymerisation a far-from-equilibrium system, Arp2/3 is the main supposed actor for autocatalytic rosette propagation. Indeed, recent works report that Arp2/3-dependent branching polymerisation is necessary for actin wave propagation (Bretschneider et al., 2004
) and Arp2/3 is also necessary for actin ring formation in osteoclasts (Hurst et al., 2004
).
The second important finding is that the self-organised process we observed is bound by rules regarding the mechanical properties of the underlying substrate. Indeed, we have shown that the podosome lifespan decreases with substrate flexibility from 2 minutes 40±73 seconds for rigid substrates to 1 minute 24±38 seconds for a very flexible substrate, whereas the minimum distance d between podosomes increases from 1.53±0.36 µm for rigid substrates to 2.57±0.66 µm for very flexible substrates. Thus, local regulations linked to the substrate flexibility influence the properties of individual podosomes. A previous study has proposed that the global behaviour of podosome clusters is regulated by local mechanisms only, where a podosome could favour podosome formation at a short range while inducing a lasting inhibition at its exact location (Destaing et al., 2003
). Thus a podosome could create an inhibition area directly around itself, but induces the formation of new podosomes beyond the inhibition zone (zi), these activation and inhibition mechanisms could be regulated by the different signalling pathways activated by the degree of maturity of the adhesive complex at the cell-substrate interface (Fig. 11). The adhesive complex maturity and their activation depend on the degree of substrate flexibility or external physical tension sensed, such as that shown for focal adhesions (Riveline et al., 2001
; Paszek et al., 2005
). Regarding the influence of microtubules in the inhibition zone that we discuss, it is known that microtubules stabilise podosome patterns (Babb et al., 1997
; Linder et al., 2000
). Nocodazole treatment has no effect on rosette formation and their persistence in our 3T3 cellular model. This result suggested that there is no influence of microtubules on the enlarged distance between podosomes seen on flexible substrates. This is not surprising, it has been already shown on mouse macrophages that de novo assembly of podosomes is not dependent on microtubules but the fusion and fission rates of larger precursor structures are based on microtubule dynamics (Evans et al., 2003
). Destaing et al. have also demonstrated that a functional microtubule network was needed to stabilise the podosome belts at the cell periphery in osteoclasts (Destaing et al., 2003
). Nevertheless, they showed, at early stages of osteoclast differentiation, that microtubule depolymerisation by nocodazole treatment has no visible effect on podosome clusters and rings.
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In conclusion, the spatial organisation of the podosomes could be explained by a non-linear activation-inhibition process linked to the autocatalytic polymerisation of F-actin. In this scenario, dense actin clusters would be the precursor for podosome array formation. Then de novo actin formation and branching process mediated by ARP2/3 allow autocatalytic rosette formation and propagation. A second level of regulation is linked to the mechanical effects. Indeed the spatiotemporal patterning of podosomes in rosettes is dependent on the contractility mediated by the acto-myosin cytoskeleton; this patterning acting as a feedback on rosette propagation. In the context of far-from-equilibrium systems (Nicolis and Prigogine, 1977
), it is understandable that an original podosome cluster could grow and expand in the form of a forward propagating wave of actin that triggers podosome formation. However, this does neither explain the further backward propagation of the podosome ring, nor the existence of oscillating forward/backward propagation revealed by the observed expending/contracting phases of the rosettes. Theoretical models based on assembly and disassembly of actin polymers then become essential for understanding the overall regulation of rosette formation as a multi-scale self-organisation process.
| Materials and Methods |
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Polyacrylamide gel preparation
Polyacrylamide gels were prepared as previously described (Wang and Pelham, 1998
). Briefly, gels were prepared with a 30% acrylamide solution and a 1% bis-acrylamide solution. Two different rigidities were obtained, according to the ratio 10% acrylamide/0.08% bis-acrylamide for very flexible gel or a 10% acrylamide/0.2% bis-acrylamide for flexible gel. The gel surfaces were functionalised with rat collagen-I (2 mg/ml). Cells were then seeded with 3000 cells/cm2 in culture medium over the gel in the Petri dish and observed 24 to 48 hours after seeding.
Confocal microscopy and FRAP
Cell preparations were observed with a LSM 410 confocal scanning laser microscope (Carl Zeiss, Jena, Germany), using a 63x, NA 1.4, Plan-apochromat oil-immersion objective (Carl Zeiss). GFP-actin or Rhodamine-phalloidin fluorescence labelling were imaged with confocal fluorescence microscopy (CFM). FRAP experiments were carried out at 488 nm with maximum power of the argon laser for 10 seconds of bleaching. Fluorescence was collected with a 510-560 nm filter and fluorescence recovery analysis was made with the Metavue software (Meta Imaging Series 6.1, Universal Imaging, Downingtown).
Confocal interference reflection microscopy
Adhesion sites between cells and glass (focal adhesions and podosomes) were imaged in confocal interference reflection microscopy (CIRM) (Usson et al., 1997
). The interference reflection images were obtained using a LSM 410 confocal scanning laser microscope (Carl Zeiss, Jena, Germany) with the polarised 488 nm line of an air-cooled argon laser. A rotating polariser was placed behind the confocal pinhole in order to reject internal light reflections from optical parts of the microscope. One confocal section per cell was recorded with the focus set to the level of interface between cell membrane and glass coverslip. This interface was found by changing the focus until the maximum of reflected light was obtained. Eight images were averaged in order to improve the signal-to-noise ratio. The images were coded over a 256 grey scale level.
Video microscopy
Live cultured cells adherent on glass or on gels were imaged with an inverted Axiovert 135 microscope (Carl Zeiss, Jena, Germany) equipped with an incubating chamber. Cells are thus maintained during the whole acquisition time in physiological conditions at 37°C and 5% CO2 in a wet atmosphere. Images were recorded with a CDD coolsnap camera (Roper Scientific). We used 63x, NA 1.4, Plan-apochromat and 40x, NA 1.0, Plan-apochromat oil-immersion objectives (Carl Zeiss). GFP-actin-transfected cells were observed with a HBO 50W lamp passing through a GFP-specific filter (excitation 488 nm and emission 510 nm) (Carl Zeiss). Image analysis was performed with Metavue software (Meta Imaging Series 6.1, Universal Imaging, Downingtown) and ImageJ (National Institutes of Health, USA).
Analysis of actin-structure dynamics based on an optical flow method
The spatiotemporal analysis of the actin structures was realised with an optical flow method. The method is based on the direct exploitation of temporal and spatial variations of the light intensity observed for a sequence of images in a region of interest (ROI). This region was defined in our case as a rectangular area that isolated the actin structure to be studied.
A parametric affine motion model (Germain et al., 1999
) was used to describe the dynamics of the actin structures. Thus, the apparent motion of each pixel p(x,y) of the ROI was assumed to obey the following parametric relation:
![]() | (1) |
![]() | (2) |
=(a2-a4)/2, S1=(a1-a5)/2, S2=(a2+a4)/2, are the expansion/contraction rate, the rotation rate, the horizontal and the oblique shear rates respectively.
Temporal analysis of rosettes oscillations
In order to detect the existence of any potential periodic components in the rosettes deformation dynamics, the Fourier transforms of the expansion/contraction curves E(t) were calculated in the following formulae:
![]() | (3) |
n=n/T=n/(N
t), with
t the duration of the sampling interval. The signal energy was then given by |(E)n|. | Acknowledgments |
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| Footnotes |
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Present address: Laboratoire LEDAC, UMR CNRS-UJF 5538, Institut Albert Bonniot 38706 La Tronche CEDEX, France ![]()
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