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Using single cell cultivation system for on-chip monitoring of the interdivision timer in Chlamydomonas reinhardtii cell cycle

Journal of Nanobiotechnology volume 8, Article number: 23 (2010) Cite this article

Abstract

Regulation of cell cycle progression in changing environments is vital for cell survival and maintenance, and different regulation mechanisms based on cell size and cell cycle time have been proposed. To determine the mechanism of cell cycle regulation in the unicellular green algae Chlamydomonas reinhardtii, we developed an on-chip single-cell cultivation system that allows for the strict control of the extracellular environment. We divided the Chlamydomonas cell cycle into interdivision and division phases on the basis of changes in cell size and found that, regardless of the amount of photosynthetically active radiation (PAR) and the extent of illumination, the length of the interdivision phase was inversely proportional to the rate of increase of cell volume. Their product remains constant indicating the existence of an 'interdivision timer'. The length of the division phase, in contrast, remained nearly constant. Cells cultivated under light-dark-light conditions did not divide unless they had grown to twice their initial volume during the first light period. This indicates the existence of a 'commitment sizer'. The ratio of the cell volume at the beginning of the division phase to the initial cell volume determined the number of daughter cells, indicating the existence of a 'mitotic sizer'.

Background

Proliferating eukaryotic cells maintain a relatively constant size by coordinating their growth with the progression of the cell cycle [1], and their responses to changing environmental conditions, which are mainly evident in the G1 phase [2–4]. When sufficient nutrients are not available, cells delay their progress through the G1 phase or enter a specialized resting state known as G0[5]. If sufficient nutrients are available, cells in early G1 or G0 phase pass through a control point that in the yeast cell cycle is referred to as the 'start' [6, 7] and in the mammalian cell cycle is referred to as the 'restriction point' [5, 8]. After passing through this control point, cells are committed to initiating DNA replication and proceed to the S phase even if sufficient nutrients are no longer available [5, 9]. Both size-dependent and time-dependent controllers have been proposed to determine the length of the G1 phase [7]: the 'sizer' determines whether the cell has reached the threshold size needed to progress to the next phase, and the 'timer' determines whether the cells have been in the G1 phase long enough. The exact molecular mechanisms behind these controllers remain unknown because experimentalists have not been able to control environmental conditions, such as nutrient conditions, cell-cell interactions and cell cycle phase synchronization, well enough for their effects to be analyzed quantitatively.

Several groups used microfluidic-type devices for studying the mechanisms of cell cycle regulation and division control under the controlled conditions [10–18]. We have earlier developed an on-chip cultivation system for use with the unicellular green algae Chlamydomonas reinhardtii. The photosynthetic algae Chlamydomonas uses light as the source of energy. This property allows one to easily manipulate and vary the amount of energy supplied to the cells by varying the light, whilst maintaining other environmental conditions (such as the carbon dioxide concentration in the medium) unchanged [19, 20]. Our on-chip system prevents indirect cell-cell communication (i.e. via chemical secretion) by continuously perfusing individual microchambers containing single cells with fresh medium (Figure 1).

Figure 1
figure1

Comparison between batch culture and single-cell culture methods.

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The Chlamydomonas cell cycle has a long G1 phase during which cells can grow to more than twice their initial size [21, 22]. Chlamydomonas divides by multiple fission [23]. The long G1 phase is followed by a short division phase in which mother cells alternate rapidly between S and M phases [23]. The G1 phase was found to have two regulatory points coordinating the progression of the cell cycle with cell growth [24]. One is the 'primary arrest point' at the beginning of the phase, at which the cell cycle becomes blocked if the cells cultured in minimal medium are devoid of light, and is conceptually similar to the 'start' in the yeast cell cycle or the 'restriction point' in the mammalian cell cycle. The other is the 'transition point' late in the phase, at which cells are committed to completing the division cycle regardless of subsequent illumination. Previous studies have suggested that a 'timer' and/or 'sizer' are involved in Chlamydomonas cell cycle regulation [21–23, 25]. Although the cell cycle regulatory genes have been characterized [26, 27], no research has been conducted to investigate the coordination of cell growth and cell cycle progression in Chlamydomonas under a fully controlled environment at single cell level.

In this study we used our on-chip cultivation system to examine the duration of cell cycle phases and to measure the cell volume of individual Chlamydomonas cells under different nutrient conditions produced by defined illumination (time and intensity of light exposure). We found that the length of the interdivision phase (comprising the G1, G 2, and S phases) was inversely proportional to the rate at which cell volume increased during the light period. We also found that the passage of the cells through the primary arrest point was dependent on whether they had attained twice their initial cell volume by the end of the light exposure period. Our results also indicate that a mitotic 'sizer' determines the number of daughter cells by monitoring the cell growth during the interdivision phase.

Materials and methods

Strain and culture conditions

We used a central-pair-lacking (non-motile mutant) strain of Chlamydomonas reinhardtii, the pf18+ strain. We used a minimal medium throughout our experiments in order to exclude energy intake other than the exposure to light. This was based on SG medium [28], except that MnSO4•5H2O was substituted for MnSO4•4H2O. A stock solution was prepared by adding K2HPO4 (0.1 g), KH2PO4 (0.1 g), NH4NO3 (0.3 g), MgSO4•7H2O (0.3 g), CaCl2 (0.04 g), FeCl3•6H2O (0.01 g), sodium citrate-2H2O (0.5 g), and 10 ml of a trace metal solution containing H3BO3 (0.1 g/L), ZnSO4•7H2O (0.1 g/L), MnSO4•5H2O (0.43 g/L), CoCl2-6H2O (0.02 g/L), Na2MnO4•2H2O (0.02 g/L), and CuSO4•5H2O (0.04 g/L) to 1 L of distilled water. All chemicals were from Wako Pure Chemical Industries, Ltd. (Osaka, Japan). Cells obtained from agar slants were put into 10 ml of minimal medium in a 15-ml test tube and incubated at room temperature (25°C) with aeration by filtered fresh air and exposure to continuous light. The cells used for on-chip cultivation were taken from the culture in the early-log phase (≈104 cells/ml).

On-chip single-cell cultivation system

The on-chip single-cell cultivation system that we used (Figure 2A) was the same as that described previously [19, 20]. The system is based around a single-cell cultivation unit consisting of a microcultivation chamber array made of a 30-μm thick photoresist on a 0.2-mm thick glass slide. The latter is attached to a cover chamber through which the minimal medium is supplied and circulated. Cells are recorded with a time-lapse recording unit with a bright-field optical microscopy system (IX-70 inverted microscope with oil-immersion objective lens, 100×, NA = 1.35, Olympus, Tokyo) equipped with a CCD camera (CS230, Olympus, Tokyo). An optical tweezers unit (1064-nm Nd:YAG laser, T20-8 S, Spectra-physics, Mountain View, CA) was used to manipulate individual Chlamydomonas cells.

Figure 2
figure2

A: Schematic diagram of the on-chip single-cell cultivation system for Chlamydomonas. B: Image analysis protocol. (top) Micrographs are acquired using the time-lapse recording. (middle) The micrograph is digitized and cell contours are determined by applying a threshold filter. (bottom) Cell volume is calculated from the cross-sectional area assuming axisymmetrical shape of Chlamydomonas cells.

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The microchamber array was made of a negative photoresist (SU-8 25, Microlithography Chemical, Newton, MA) and was microfabricated using photolithography on a glass slide (the exposed part remained on the glass). Each microchamber in the array was a square area surrounded by 60 μm long and 30 μm high walls, one of which had a 20 μm wide gate [19, 20].

By enclosing the cells in microchambers we were able to observe them in a liquid medium for a long time without the cells escaping the field of vision of the microscope. Daughter cells produced by cell division were removed from the chamber through the gate. The halogen light source for microscopy illumination was used to illuminate cells and therefore provided the energy source for the cells. The amount of photosynthetically active radiation (PAR) used for cultivation ranged from 10 to 200 μmol m-2 s-1 (photosynthetic photon flux density) and was adjusted by using a combination of ND filters (45-ND6, Olympus, Tokyo; and XB119/32R, Omega Optical, Brattleboro, VT) in order to maintain the shape of the spectrum of the light source. The illumination intensity on the microscope stage was measured with a luminometer (LM-332, AS ONE, Osaka). The radiant flux of the 1064-nm laser for the optical tweezers was less than 11 mW, which is the highest flux that did not cause any damage to the cells (data not shown).

Microcultivation procedure

Ten microlitres of a 1 mg/ml BSA solution was applied to the microchamber array plate to prevent cells from clinging to the microchamber surface. After 30 min of incubation, 10 μl of Chlamydomonas culture was transferred onto the microchamber array plate. Following this a cover chamber was placed on the microchamber array plate and was sealed with polydimethylsiloxane (Dow Corning, Midland, MI). The chamber was connected to a reservoir containing the minimal medium. In order to prevent contamination all procedures were done on a clean bench, and all the materials were autoclaved before cultivation commenced. The microchamber array chip with Chlamydomonas culture and the cover chamber was then positioned on the microscope stage and perfused with the minimal medium at 1 ml/min flow rate. We used second-generation samples for observations because the growth rate for the first generation was not stable. Following the division of the first-generation cell, one of the daughter cells was kept in each microchamber and the other cells were removed with optical tweezers. During the experiment we monitored the cell cycle and measured the number of divisions and the volume of each cell using time-lapse recording.

Image analysis

Cell volume was estimated based on the measured cell contours, as illustrated in Figure 2B. The cross-sectional area of the cells was first calculated from the 640 × 480-pixel images recorded at 30-s intervals. Each micrograph was digitized using an adequate threshold for recognition of cell contours using image analysis software (Scion Image, Scion Corp., Frederick, ML). Because Chlamydomonas cells are axially symmetrical, cell volume was then calculated by using spreadsheet software to rotate the cross-sectional area around the longer axis (L a ) in the plane of the cross section, i.e., the estimated cell volume is equal to

V = ( 4 / 3 ) π ( L a + L b )
(1)

where L b is the length of shorter axis of ellipsoidal body.

Results

Cell cycle phases under continuous illumination

The advantage of a single-cell cultivation method is that it enables to conveniently study and record changes in the size of individual cells as well as the duration of their cell cycle phases without the need for synchronous cell cultivation. Bright-field optical microscopy with a ×100 objective lens reveals the shapes of the cells with a spatial resolution of 0.2 μm, which is sufficient for identifying cell cycle phases, see Figure 2. We divided the Chlamydomonas cell cycle into two phases determined by changes in their outer shape: interdivision and division phases (Figure 3).

Figure 3
figure3

Chlamydomonas reinhardtii cell cycle. Bright-field optical micrographs of cells. Cell cycle was divided into two phases: interdivision (left panels a, b, c, d, e and f) and division (right panels f, g, h, i, j and k). Interdivision phase consists of two subphases: ready-for-hatch (left panels a and b) and growth-after-hatching (left panels c, d, e and f). Division phase consists of five subphases: shrinkage (right panels f and g), rotation (right panels g and h), first mitosis (right panels h and i), second mitosis (right panels i and j), and mitosis-completion (right panels j and k). Images were acquired after long-term cultivation of cells under continuous light illumination (200 μmol m-2 s-1).

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The interdivision phase consisted of two subphases called the 'ready-for-hatch' subphase and the 'growth-after-hatching' subphase (Figure 3). In the first subphase, the measured volumes of each of the daughter cells immediately after hatching appeared to be more than a quarter of their mother's final (maximum) cell volume (just before the mother cell entered the division phase). Therefore, daughter cells seem to have started their growth immediately following the mitosis of their mother cell. For example, when the final volume of a mother cell was 277 μm3 (a quarter of which is 69 μm3), the measured volume of each hatched daughter was 87 μm3. Being unable to measure daughter cell volumes immediately following the mitosis, we used the value equal to one quarter of the mother cell maximum volume as the daughter's initial cell volume.

The division phase consisted of five subphases called the 'shrinkage', 'rotation', 'first-mitosis', 'second-mitosis', and 'mitosis-completion' (Figure 3). After cell growth ceased, cells detached their cell membrane from their cell wall and shrunk to form a spherical shape (the shrinkage subphase) [18]. They then rotated within their cell wall (the rotation subphase). After the mother cell divided twice, the shape of the four daughter cells changed from spherical to rod-like (the mitosis-completion subphase).

Effect of illumination intensity on cell cycle phase duration

We examined the effect of phothsynthetically active radiation (PAR) on the duration of each phase at a single-cell level (Figure 3). The amounts of (PAR) used for continuous illumination were 200 (N = 26), 100 (N = 26), 40 (N = 9), 20 (N = 8), and 10 (N = 10) μmol m-2 s-1. Duration of the interdivision phase was inversely related to PAR, increasing by a factor of 8 as PAR decreased by a factor of 20 (Figure 4A). The standard deviation (SD) also differed depending on the light intensities, but the coefficients of variation (CV, a normalized measure of dispersion) were similar at each intensity setting (27%, 23%, 38%, 21%, and 31% at 200, 100, 40, 20, and 10 μmol m-2 s-1 respectively).

Figure 4
figure4

Effect of the amount of photosynthetically active radiation (PAR) on the duration of the cell cycle phases and subphases. Light intensities used for continuous illumination were 200 (filled bars), 100 (open bars), 40 (horizontally striped bars), 20 (hatched bars) and 10 (gridded bars) μmol m-2 s-1. A: Duration of the interdivision and division phases. B: Duration of the division subphases.

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In contrast to the interdivision phase, duration of the subphases in the division phase did not change significantly with PAR (Figure 4B) or were independent on the cell volume (data not shown). We conclude therefore that PAR affects duration of the interdivision phase but not that of the following division phase.

Effect of illumination intensity on cell growth during the interdivision phase

We examined the time course of changes in cell volume during the interdivision phase under different conditions of uninterrupted continuous light exposure. We found that the rate of increase in cell volume increases with PAR (Figure 5). Cells cultured at all PARs greater than 0.2 μmol m-2 s-1 entered the division phase when they grew to ~ 4.1 times their initial volume (white arrowheads in Figure 5). Although the cells cultured under 0.2 μmol m-2 s-1 neither grew nor divided, changes in PAR between 10 and 200 μmol m-2 s-1 affected the rate at which cell volume increased but did not affect the ratio of the final cell volume to the initial cell volume.

Figure 5
figure5

Effect of PAR on cell growth during the interdivision phase. Light intensities are as indicated (PAR values are in m-2 s-1), these were the same as in Figure 4. White arrowheads indicate the beginning of the division phase. The dashed line shows the critical cell size for entering the division phase relative to the initial cell volume (4.0 ± 1.0, ± SD).

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Exponential growth model of cell volume during the interdivision phase

In order to quantify the rate of cell volume increase, we cultured daughter cells in a microchamber under continuous illumination at 200 μmol m-2 s-1 (Figures 6A and 6B). The volume V(t) of individual Chlamydomonas cells increased exponentially:

Figure 6
figure6

Nonlinear increase of Chlamydomonas cell volume. A: Time course of the daughter cell's volume increase under continuous illumination at 200 μmol m-2 s-1 (data for four cells, shown as "a", "b", "c" and "d"). White arrowheads indicate the beginning of the division phase. B: Volume increase rate as a function of cell volume calculated from data in panel A. C: Volume increase rate versus PAR. D: Relationship between the volume increase rate and duration of the interdivision phase for the cells cultured under continuous illumination with light intensities ranging from 10 to 200 μmol m-2 s-1. The product of the volume increase rate and the interdivision phase duration equals 1.4. Light intensities are as indicated (PAR values are in m-2 s-1).

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V ( t ) = V ( 0 ) e μ t
(2)

where V(0) is the initial cell volume, just after the completion of mitosis. The rates of cell volume increase (μ) were calculated for various light intensities:

μ = 1 T ln ( V ( T ) V ( 0 ) ) ,
(3)

where T is the time from the completion of mitosis to the beginning of the division phase (interdivision phase duration) and V(T) is the cell volume just before entering the division phase (final cell volume), see Figure 6C. The rates of cell volume increase with PAR and reach a plateau when PAR reaches approximately 300 μmol m-2 s-1. Duration of the interdivision phase (T) and the specific cell volume growth rate (μ) were inversely proportional (Figure 6D);

μ ⋅ T = 1.4
(4)

Combining equations (4) and (2) yields:

V ( T ) / V ( 0 ) = 4.1
(5)

This ratio determines a threshold value for cell size and is identical to the values measured experimentally (see Figure 5).

Cell cultivation under various continuous light (LL, Light-Light) conditions

When cells were cultivated under the continuous but variable light exposure conditions (LL, Light-Light), with the PAR ranging from 10 to 200 μmol m-2 s-1, their volume increased exponentially (see Figure 7A) but the product of the volume increase rate μ L and the duration of interdivision phase T L remained constant (μ L T L = 1.4 ± 0.2, mean ± SD, see Figure 8A). Because μ L T L is dependent on the ratio of final cell volume to initial cell volume:

Figure 7
figure7

Single-cell cultivation under various lighting conditions. A: LL (continuous light) condition. PAR was 200 μmol m-2 s-1. Cell volume is normalized to the initial cell volume. The white arrowhead indicates the time at which the cell enters the division phase. The solid line indicates an exponential fit; μ L is the volume increase rate given by μ L = (1/T L )ln(V(T L )/V(0)). B: LD condition. PAR was the same as in panel A. The light exposure was stopped at the time indicated by the black arrow; T L is the duration of the light exposure period. The cells entered the division phase at the time indicated by the white arrowhead. T LD is the interdivision phase duration under the LD condition, and μ L is the volume increase rate during the light period calculated as in panel A. C: LDL condition. PAR was the same as in panels A and B. The light exposure was stopped (black arrow) and restarted (white arrow) before the target single cell entered the division phase. The cell entered the division phase at the time indicated by the white arrowhead, before reaching 4.1 times its initial volume. T L is the first light period duration, T LDL is the interdivision phase duration under the LDL condition, and μ L is the volume increase rate during the light period. D: L1L2 illumination condition (i.e., first 200 μmol m-2 s-1 and then 100 μmol m-2 s-1). The cell entered the division phase at the time indicated by the white arrowhead before reaching 4.1 times its initial volume. T L1 is the duration of the first light exposure period (L1), T L1L2 is the interdivision phase duration under the L1L2 condition, and μ L1 is the rate of cell volume increase during L1 period.

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Figure 8
figure8

Product of the rate of cell volume increase and the duration of interdivision phase measured under different illumination conditions. A: LL conditions. Light intensities are as indicated (PAR values are in m-2 s-1). B: LD conditions. Light intensities are as indicated (PAR values are in m-2 s-1). C: LDL conditions. PAR was 200 μmol m-2 s-1 in all cases. Various light exposure patterns were used, the duration of the dark periods ranged from 0.8 to 4.0 hours (filled circles), and 9.0 hours (three open triangles). If the value of T LD is adjusted by subtracting the time cells spent in the dark (T D ), the product of μ L T LL , which is equal to μL(T LDL - T D ), becomes approximately equal to 1.4 (three filled triangles) where T LL is the sum of first and second light period duration. D: L1L2 conditions. The intensities of light exposure were lowered (from 200 to 100, 200 to 20, 200 to 2, and 100 to 10 μmol m-2 s-1) at various times. For all ratios V(T L1 )/V(0) < 2, the product of μ L1 T L1L2 increased far beyond 1.5 (two filled triangles). If we substitute μ L1 T L1L2 with μ L T L1 + μ L2 T L2 , the value becomes near to 1.5 (two open triangles) where μ L2 is the rate of the volume increase during the second light period and T L2 is the duration of the second light period.

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μ L T L = ln ( V ( T L ) V ( 0 ) ) ,
(6)

and if μ L T L = 1.4, we conclude that a mother cell is destined to enter the division phase to produce four daughter cells when it had grown to 4.1 times its initial volume. These results suggest that the time at which a Chlamydomonas cell enters the division phase is regulated by a 'sizer'.

Cell cultivation under discontinuous illumination (LD, Light-Dark) conditions

We then examined whether cells would enter the division phase under discontinuous illumination (LD) conditions, i.e. if the cells are devoid of light before their volume increased to the critical threshold level of 4.1 times their initial volume (Figure 7B). If the time at which the division phase is entered were regulated only by their size, cells would stop growing and their cell cycles would stop progressing in absence of any illumination. If cells could enter the division phase in the absence of illumination and growth, they should have another mechanism to regulate the timing of cell division. Under our experimental settings cells stopped growing when illumination (200 μmol m-2 s-1) was switched off, they maintained their volume for some time, but eventually entered the division phase at the time indicated by the white arrowhead in Figure 7B. There V(T L )/V(0) is the ratio of the cell volume measured at the time of switching the light off to the initial cell volume, T L is the duration of the light exposure. V(T LD )/V(0) is the ratio of the final cell volume to the initial cell volume, T LD is the interdivision phase duration under the LD condition, and μ L is the rate of cell volume increase during the light exposure.

Cell exposure to light was stopped at various times as shown in Figure 7B. Different PARs were tested for cell cultivation, including 200 μmol m-2 s-1 (N = 27), 100 μmol m-2 s-1 (N = 7) and 10 μmol m-2 s-1 (N = 3). Cells devoid of light always stopped growing but eventually entered the division phase even though they had not grown to 4.1 times their initial volume (V(T L )/V(0) < 4.1). The product of cell volume growth rate and the duration of interdivision duration μ L T LD was 1.4 ± 0.2, regardless of illumination timing and PAR as long as V(T L )/V(0) > 2, see Figure 8B. These results suggest that the timing of entering the division phase is controlled not only by a 'sizer' but also by another mechanism that is sensitive to the rate of cell growth (rate of cell volume increase). This mechanism triggers a cell to enter the division phase at an interdivision time T = 1.4/μ. We call this new interdivision control mechanism the 'interdivision timer'.

Regulation of the interdivision phase by a volume-based 'interdivision timer'

We also investigated whether re-exposing cells to light would have an effect on the duration of the interdivision phase by the 'interdivision timer'. This was examined using a Light-Dark-Light sequence (LDL conditions). As shown in Figure 7C, re-illuminated cells restarted their growth from the point they had reached before the illumination (200 μmol m-2 s-1) stopped, and eventually entered the division phase. Similarly to the earlier introduced ratio V(T L )/V(0), where TL was the duration of the first light period, we can define V(T LDL )/V(0) as the ratio of the final cell volume to the initial cell volume, where T LDL is the duration of the interdivision phase under the LDL conditions. We found that the rates of cell volume increase μ L during the light periods before and after the dark period were virtually the same. We tested various illumination stop and restart points, with the darkness periods varying between 0.8 and 4.0 hours, see Figure 8C. The product of the volume increase rate μ L and interdivision phase duration T LDL was constant at 1.4 ± 0.2. The re-exposure of cells to light and the timing of darkness periods had little effect on the regulation of the duration of interdivision phase by the 'interdivision timer' as long as V(T L )/V(0) > 2. The initial cell volume was 79.7 ± 12.6 μm3 (mean ± SD).

We also examined the effect of reducing PAR during cell growth at continuous lighting conditions (L1L2) on the duration of the interdivision phase by the 'interdivision timer'. As illustrated in Figure 7D, cell growth slowed when PAR was reduced. Similarly to the earlier introduced ratio V(TL)/V(0), where TL is the duration of the first light period, we can define V(T L1 )/V(0) as the ratio of cell volume at the end of the L1 period to the initial cell volume, where T L1 is the duration of the first light period. Similarly, V(T L1L2 )/V(0) is the ratio of final cell volume to initial cell volume, where T L1L2 is the duration of the interdivision phase (the end of the L1L2 period). A number of different T L1 and T L1L2 settings were tested (N = 12), see Figure 8D. We found that the product of the rate of cell volume increase during the first light period, μ L1 , and the duration of the interdivision phase T L1L2 remains constant at 1.5 ± 0.2. Changes to the PAR had little effect on the 'timer' when V(T L1 )/V(0) > 2.

Overall, the results obtained under several illumination conditions (LL, LD, LDL, and L1L2) indicate that there is an 'interdivision timer' regulating the time at which Chlamydomonas cells enter the division phase and that the duration of that interdivision phase T is reverse proportional to the rate of cell volume growth and their product remains constant μT = 1.4.

Onset of the next cell cycle during the interdivision phase is regulated by the 'commitment sizer'

Under LD conditions cells did not enter the division phase for 48 hours following the onset of darkness if V(T L )/V(0) < 2 (Figure 8B). This suggests that there is a threshold cell volume ratio for entering the division phase and that cell can divide only if their volume at the end of the light exposure period was more than twice their initial volume.

Under LDL conditions, when V(T L )/V(0) < 2 and the duration of dark period was 9 hours, the value of μ L T LDL increased far in excess of 1.4 (see three open triangles in Figure 8C). However, under continuous illumination μ L T LL became nearly 1.4 (see three filled triangles in Figure 8C) where T LL is the sum of the durations of the first and second light periods. It is evident that a 1.5-h period of darkness introduced before Chlamydomonas cells commit to division does not increase the duration of the interdivision phase. This means that the regulation of the onset of division phase by μT model will not work if V(T L )/V(0) < 2.

Under L1L2 conditions, when the cell volume at the time of the change in PAR was less than twice its initial volume (V(T L1 )/V(0)) < 2.1), the value of μ L1 T L1L2 increased above 1.5 (two filled triangles in Figure 8D). However, if the value of μ L1 T L1L2 is substituted with μ L1 T L1 + μ L2 T L2 , where μ L2 is the specific volume growth rate during the L2 period and T L2 is the duration of the L2 period, this values becomes near to 1.5 (two open triangles on Figure 8D).

Overall, the results obtained under several illumination conditions (LD, LDL, and L1L2) indicate that there is a mechanism that decides whether to commit to the next cell cycle phase by determining if V(t)/V(0) > 2. We call this mechanism the 'commitment sizer'.

Regulation of division number by the 'mitotic sizer'

Under LL conditions mother cells grew up to 4.1 times its initial volume and produced four daughter cells, regardless of the PAR (Figure 5). We set out to investigate how many daughter cells would be produced if the volume of the mother cell has not reached 4.1 times the initial volume by the end of the illumination period. Under LD conditions the number of daughter cells (division number) was determined by the ratio of the final cell volume to the initial cell volume, V(T LD )/V(0) (Figure 9A). When the value of V(T L )/V(0) was below 1.8, the mother cell did not enter the division phase even if more than 48 hours passed. If the value of V(T LD )/V(0) was between 2.2 and 2.8, mother cells divided once and produced two daughter cells. When the value of V(T LD )/V(0) was above 3.1, mother cells divided twice and produced four daughter cells. Division number varied if the value of V(T L )/V(0) was between 1.8 and 2.2 (no division or two daughter cells) or between 2.8 and 3.1 (either two or four daughter cells). These results were the same under various PAR conditions (200, 100, and 10 μmol m-2 s-1).

Figure 9
figure9

Effect of light exposure on the number of daughter cells. A: LD conditions. Light exposure was the same as in Fig. 8B. B: LDL conditions. PAR and the light exposure patterns were the same as in Fig. 8C. C: L1L2 conditions. PAR and the timing of L1 and L2 periods were the same as in Fig. 8 D. Light intensities are as indicated (PAR values are in m-2 s-1), all panels.

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Similarly to LD conditions, the ratio of the final cell volume to the initial cell volume, V(T LDL )/V(0), determined the number of daughter cells under LDL conditions (Figure 9B). Mother cells divided once and produced two daughter cells if this value was between 2.3 and 2.9; whilst if it was above 2.9, mother cells divided twice and produced four daughter cells. The timing and duration of light exposure and darkness periods had little effect on the 'mitotic sizer'.

Similarly to LD and LDL conditions, the ratio of the final cell volume to the initial cell volume, V(T L1L2 )/V(0), also determined the number of daughter cells under L1L2 conditions (Figure 9C). If it was below 2.7, mother cells divided once and produced two daughter cells, whilst if above 2.7, mother cells divided twice and produced four daughter cells. PAR and the timing of the L1 and L2 periods had little effect on the 'mitotic sizer'.

Results obtained under several illumination conditions (LL, LD, LDL, and L1L2) thus suggest that there is a mechanism that monitors current cell volume and its increase over its initial value (the initial cell volume), and determines the division number accordingly. For consistency with previously used nomenclature, see e.g. Bisova et al.[26], we refer to this mechanism as the 'mitotic sizer'. Previously introduced definition of the 'mitotic sizer', however, is based on the absolute cell volume, whereas ours is based on the relative cell volume (a ratio of the current cell volume to the initial cell volume).

Discussion

To investigate cell growth and cell cycle progression in the G1 phase and their regulation in the eukaryotic cell cycle, we used an on-chip single-cell cultivation system and Chlamydomonas cells as the model system. The Chlamydomonas cell cycle was divided into interdivision and division phases based on the changes in cell shape (Figure 3). Changes in PAR markedly affected the duration of the interdivision phase but had little effect on the duration of the division phase or its subphases (Figure 4). This is consistent with the results of a previous study in which Chlamydomonas and Chlorella cells were cultivated conventionally [29]. The time at which the division phase is entered may correspond to the transition point in the Chlamydomonas cell cycle [24].

Under the LL conditions cells entered the division phase when they attained 4.1 times their initial volume (Figure 5). When PAR was too small (0.2 μmol m-2 s-1), the cells did not grow. This indicates that yeast cells must attain a sufficient growth rate, and in particular a threshold level of protein synthesis [8, 30–33]. Our results suggest that a supply of energy in excess of that required for the maintenance of cell metabolism is needed for growth.

The volume of Chlamydomonas cells and the growth rate dependence of the cell volume changed in a nonlinear manner (Figure 6A and 6B). Our results are consistent with the results reported for batch cultures of Chlamydomonas where the mean cell volume increases exponentially [26, 34]. Assuming that the density of cell components remains constant throughout the cell cycle, the cell volume at time t in Equation 2 can be replaced by the bulk protein level at time t. The bulk protein level in conventionally cultured Chlamydomonas cells also increases exponentially [22, 35]. The relation between PAR and the cell volume increase (Figure 6C) resembles the relation between PAR and CO2 fixation [36, 37] and O2 production [31]. These results indicate that all these mechanisms (cell growth, CO2 fixation, and O2 production) are regulated by the rate at which energy is supplied (the ATP production rate) even though the molecular machinery responsible for these mechanisms is located in different parts of the cell. The rate of cell volume increase should be proportional to the total ribosomal content of cells. This has been reported for bacterial cells, in which their ribosome content was proportional to their growth rate when growth was limited by carbon or nitrogen sources during log phase [38], and was also reported for yeast [39–42].

'Interdivision timer'

The 'interdivision timer', which depends on the rate at which cell volume increases, determines the duration of the interdivision phase such that μT = 1.4 (Figures 8 and 10). Such a timer mechanism was suggested by Donnan and John [22] who used mean protein doubling time in place of the rate at which the cell volume increases. All previous investigators of interdivision timing, however, including Donnan and John, did not consider the cell growth within the cell wall (the 'ready-for-hatch' and the 'growth-after-hatching' subphases, Figure 3), so previously reported results and the definition of the G1 phase in Chlamydomonas should be reconsidered.

Figure 10
figure10

Cell cycle regulation mechanisms in Chlamydomonas. Our results indicate that Chlamydomonas cell division progresses through three critical points and that the cell cycle is regulated by 'interdivision timer', 'commitment sizer' and 'mitotic sizer'.

Full size image

Although we have little information about the 'timer', because cell control mechanisms of this type are rare, we think that it might regulate the G1-to-S transition. Using mutants could provide clues to the molecular mechanism behind the 'interdivision timer'. The first such candidate could be the retinoblastoma-related protein deletion strain, mat3-4[24], which should explain the role of the MAT3 protein in this mechanism.

'Commitment sizer'

Our results suggest the existence of a 'commitment sizer', which determines whether cells pass through the primary arrest point (Figure 10). Similar situation exists in the cell cycle progression of mammalian cells. Following the mitosis, both Chlamydomonas and mammalian cells pass through a control point called the 'restriction point' or 'primary arrest point'. Cells that have already passed the control point stop growing when deprived of energy source (serum or light exposure respectively), but undergo mitosis on schedule. Chlamydomonas has also been found to have cell cycle genes similar to those found in the higher plants and animals [26, 27].

The effect of photosystem II inhibitor on cell cycle progression might also be taken into account. Light acts mainly in the cell cycle progression of Chlamydomonas through photosynthesis and the inhibition of photosynthetic electron transport with DCMU mimics very closely the effects of darkness on the cell cycle [23]. The growth rates of cells cultured under continuous light exposure and then exposed to DCMU was the same as that of cells cultured under continuous light and then subjected to darkness.

Differences between the progression of the mammalian cell cycle and that of the Chlamydomonas cell cycle lie in the commitment to division. Thus 1.5 hours of serum depletion immediately before mammalian cells pass through the restriction point usually increases the duration of their interdivision phase by 8 hours [5] whereas devoiding Chlamydomonas cell of light did not lengthen the duration of the interdivision phase in green algae.

'Mitotic sizer'

It appears that the 'mitotic sizer' (Figure 10) might be monitoring the ratio of final cell volume to the initial cell volume rather than the absolute cell volume. Previous investigators focused on the absolute cell volumes only. Our results are consistent with those of previously published works reporting the correlations between mother cell size and the division number [21] and showing that the division number was determined by the mass of mother cell and was not influenced by the cell growth rate [22]. However, division numbers in previous studies were not even numbers. Asymmetric cell division such that a mother cell produced e.g. three daughter cells never occurred in our experiments. Previously published results reporting odd division numbers could have resulted from incomplete synchronization of the cell cycles in synchronized cultivation experiments, whereas single-cell-based continuous measurement can measure division numbers for individual cells without averaging over the whole of the cell population in batch cultures. We report for the first time that the transition point from two daughter cells to four daughter cells happens at V(T)/V(0) ratio being equal to about 3.

As we have mentioned above, the 'mitotic sizer', however, is based on the relative cell volume (current cell volume to initial cell volume), rather than the absolute cell volume. One of the possible mechanisms for recognizing relative volume increase might be a surface-to-volume ratio problem, in other words, the cell growth might reduce the surface tension of cell membrane and might trigger the signalling. However, proving this hypothesis would require monitoring the surface tension of individual cells and its changes during the cell cycle.

In conclusion, we investigated the time-dependency ('timer'), and the size-dependency ('sizer') of Chlamydomonas cell division by examining the relation between cell growth and cell cycle progression under different energy supply patterns produced by changing cell exposure to light (duration and PAR). The interdivision time of cells illuminated continuously (LL) was dependent on the cell growth rate and on the reaching of a critical cell size. The product of the rate of cell volume increase and the interdivision time remained constant at 1.4. The interdivision time of cells devoid of light following initial exposure (LD) was also dependent on the cell volume increase rate during illumination and was equal to 1.4 divided by the rate of cell volume increase during the light period. Moreover, the interdivision time of re-illuminated cells (LDL) was similar to that determined for LD cells; re-establishing the light exposure (LDL) had no effect unless the cell size was less than 1.8 times the cell size at the end of the first light exposure. Our results suggest that Chlamydomonas cell division has three critical points: 'interdivision timer', 'commitment sizer', and 'mitotic sizer'. During the interdivision phase, the 'commitment sizer' determines whether cells passes through the primary arrest point by monitoring the growth of cells. After cells passed that point, the 'interdivision timer' monitors and memorizes the cell growth rate achieved during the beginning of the light exposure period, it is not affected by the subsequent periods of darkness and restored illumination. During the division phase, the 'mitotic sizer' determines the number of daughter cells according to the ratio of the final cell volume to the initial cell volume.

References

  1. 1.

    Mitchison JM: Growth during the cell cycle. Int Rev Cytol. 2003, 226: 165-258. full_text.

  2. 2.

    Singh GP, Volpe G, Creely CM, Grötsch H, Geli IM, Petrov D: The lag phase and G1 phase of a single yeast cellmonitored by Raman microspectroscopy. J Raman Spectrosc. 2006, 37: 858-864. 10.1002/jrs.1520.

  3. 3.

    Tzur A, Kafri R, LeBleu VS, Lahav G, Kirschner MV: Cell growth and size homeostasis in proliferating animal cells. Science. 2009, 325: 167-171. 10.1126/science.1174294.

  4. 4.

    Goranov AI, Cook M, Ricicova M, Ben-Ari G, Gonzalez C, Hansen C, Tyers M, Amon A: The rate of cell growth is governed by cell cycle stage. Genes Dev. 2009, 23: 1408-1422. 10.1101/gad.1777309.

  5. 5.

    Zetterberg A, Larsson O: Kinetic analysis of regulatory events in G1 leading to proliferation or quiescence of Swiss 3T3 cells. Proc Natl Acad Sci USA. 1985, 82: 5365-5369. 10.1073/pnas.82.16.5365.

  6. 6.

    Fantes PA, Nurse P: Control of cell size at division in fission yeast by a growth-modulated size control over nuclear division. Exp Cell Res. 1977, 107: 377-386. 10.1016/0014-4827(77)90359-7.

  7. 7.

    Nurse P, Thuriaux P: Controls over the timing of DNA replication during the cell cycle of fission yeast. Exp. Cell Res. 1977, 107: 365-375. 10.1016/0014-4827(77)90358-5.

  8. 8.

    Pardee AB: A restriction point for control of normal animal proliferation. Proc Natl Acad Sci USA. 1974, 71: 1286-1290. 10.1073/pnas.71.4.1286.

  9. 9.

    Pringle JR, Hartwell LH: The Saccharomyces cerevisiae cell cycle. In The Molecular Biology of the Yeast Saccharomyces. Life Cycle and Inheritance. Edited by: Strathern JN, Jones EW, Broach JR. 1981, Cold Spring Harbor Laboratory Press. New York, 97-142.

  10. 10.

    Inoue I, Wakamoto Y, Moriguchi H, Okano K, Yasuda K: On-chip culture system for observation of isolated individual cells. Lab chip. 2001, 1: 50-55. 10.1039/b103931h.

  11. 11.

    Umehara S, Wakamoto Y, Inoue I, Yasuda K: On-chip single-cell microcultivation assay for monitoring environmental effects on isolated cells. Biochem. Biophys Res Commun. 2003, 305: 534-540. 10.1016/S0006-291X(03)00794-0.

  12. 12.

    Cookson S, Ostroff N, Pang WL, Volfson D, Hasty J: Monitoring dynamics of single-cell gene expression over multiple cell cycles. Mol Syst Biol. 2005, 1: 10.1038/msb4100032. 2005.0024

  13. 13.

    Wakamoto Y, Yasuda K: Quantitative evaluation of cell-to-cell communication effects in cell group class using on-chip individual-cell-based cultivation system. Biochem Biophys Res Commun. 2006, 349: 1130-1138. 10.1016/j.bbrc.2006.08.149.

  14. 14.

    Di Talia S, Skotheim JM, Bean JM, Siggia ED, Cross FR: The effects of molecular noise and size control on variability in the budding yeast cell cycle. Nature. 2007, 448: 947-951. 10.1038/nature06072.

  15. 15.

    Eriksson E, Enger J, Nordlander B, Erjavec N, Ramser K, Goksör M, Hohmann S, Nyström T, Hanstorp D: A microfluidic system in combination with optical tweezers for analyzing rapid and reversible cytological alterations in single cells upon environmental changes. Lab Chip. 2007, 7: 71-76. 10.1039/b613650h.

  16. 16.

    Umehara S, Inoue I, Wakamoto Y, Yasuda K: Origin of individuality of two daughter cells during the division process examined by the simultaneous measurement of growth and swimming property using an on-chip single-cell cultivation system. Biophys J. 2007, 93: 1061-1067. 10.1529/biophysj.106.098061.

  17. 17.

    Strovas TJ, Sauter LM, Guo X, Lidstrom ME: Cell-to-cell heterogeneity in growth rate and gene expression in Methylobacterium extorquens AM1. J Bacteriol. 2007, 189: 7127-7133. 10.1128/JB.00746-07.

  18. 18.

    Siegal-Gaskins D, Crosson S: Tightly regulated and heritable division control in single bacterial cells. Biophys J. 2008, 95: 2063-2072. 10.1529/biophysj.108.128785.

  19. 19.

    Matsumura K, Yagi T, Yasuda K: Role of timer and sizer in regulation of Chlamydomonas cell cycle. Biochem. Biophys. Res Commun. 2003, 306: 1042-1049.

  20. 20.

    Matsumura K, Yagi T, Yasuda K: Differential analysis of cell cycle stability in Chlamydomonas using on-chip single-cell cultivation system. Jpn J Appl Phys. 2003, 42: L784-L787. 10.1143/JJAP.42.L784.

  21. 21.

    Craigie RA, Cavalier-Smith T: Cell volume and the control of the Chlamydomonas cell cycle. J Cell Sci. 1982, 54: 173-191.

  22. 22.

    Donnan L, John PCL: Cell cycle control by timer and sizer in Chlamydomonas. Nature. 1983, 304: 630-633. 10.1038/304630a0.

  23. 23.

    Umen JG, Goodenough UW: Control of cell division by a retinoblastoma protein homolog in Chlamydomonas. Genes Dev. 2001, 15: 1652-1661. 10.1101/gad.892101.

  24. 24.

    Spudich JL, Sager RJ: Regulation of the Chlamydomonas cell cycle by light and dark. J Cell Biol. 1980, 85: 136-145. 10.1083/jcb.85.1.136.

  25. 25.

    Umen JG: The elusive sizer. Curr Opin Cell Biol. 2005, 17: 435-441. 10.1016/j.ceb.2005.06.001.

  26. 26.

    Bisova K, Krylov DM, Umen JG: Genome-wide annotation and expression profiling of cell cycle regulatory genes in Chlamydomonas reinhardtii. Plant Physiol. 2005, 137: 475-491. 10.1104/pp.104.054155.

  27. 27.

    Fang SC, de los Reyes C, Umen JG: Cell size checkpoint control by the retinoblastoma tumor suppressor pathway. PLoS Genet. 2006, 2: e167-10.1371/journal.pgen.0020167.

  28. 28.

    Sager R, Granick S: Nutritional studies with Chlamydomonas reinhardi. Ann N Y Acad Sci. 1953, 56: 831-838. 10.1111/j.1749-6632.1953.tb30261.x.

  29. 29.

    Donnan L, Carvill EP, Gilliland TJ, John PCL: The cell-cycles of Chlamydomonas and Chlorella. New Phytol. 1985, 99: 1-40. 10.1111/j.1469-8137.1985.tb03634.x.

  30. 30.

    Johnston GC, Pringle JR, Hartwell LH: Coordination of growth with cell division in the yeast Saccharomyces cerevisiae. Exp Cell Res. 1977, 105: 79-98. 10.1016/0014-4827(77)90154-9.

  31. 31.

    Popolo L, Vanoni M, Alberghina L: Control of the yeast cell cycle by protein synthesis. Exp Cell Res. 1982, 142: 69-78. 10.1016/0014-4827(82)90410-4.

  32. 32.

    Moore SA: Kinetic evidence for a critical rate of protein synthesis in the Saccharomyces cerevisiae yeast cell cycle. J Biol Chem. 1988, 263: 9674-9681.

  33. 33.

    Pardee AB: G1 events and regulation of cell proliferation. Science. 1989, 246: 603-608. 10.1126/science.2683075.

  34. 34.

    Su Q, Schild C, Schumann P, Boschetti A: Varying competence for protein import into chloroplasts during the cell cycle in Chlamydomonas. Eur J Biochem. 2001, 268: 2315-2321. 10.1046/j.1432-1327.2001.02111.x.

  35. 35.

    Rollins MJ, Harper JDI, John PCL: Synthesis of individual proteins, including tubulins and chloroplast membrane proteins, in synchronous cultures of the eukaryote Chlamydomonas reinhardtii. Elimination of periodic changes in protein synthesis and enzyme activity under constant environmental conditions. J Gen Microbiol. 1983, 129: 1899-1919.

  36. 36.

    Goodenough UW, Armstrong JJ, Levine RP: Photosynthetic properties of ac-31, a mutant strain of Chlamydomonas reinhardi devoid of chloroplast membrane stacking. Plant Physiol. 1969, 44: 100-112.

  37. 37.

    Polle JEW, Benemann JR, Tanaka A, Melis A: Photosynthesis apparatus organization and function in the wild type and a chlorophyll b-less mutant of Chlamydomonas reinhardtii. Dependence on carbon source. Planta. 2000, 211: 335-344.

  38. 38.

    Maaloe O, Kjeldgaard NO: The Control of Macromolecular Synthesis. W. A. Benjamin, Inc, New York, 1966.

  39. 39.

    Boehlke KW, Friesen JD: Cellular content of ribonucleic acid and protein in Saccharomyces cerevisiae as a function of exponential growth rate: calculation of the apparent peptide chain elongation rate. J Bacteriol. 1975, 121: 429-433.

  40. 40.

    Kief DR, Warner JR: Coordinate control of syntheses of ribosomal ribonucleic acid and ribosomal proteins during nutritional shift-up in Saccharomyces cerevisiae. Mol Cell Biol. 1981, 1: 1007-1015.

  41. 41.

    Waldron C, Lacroute F: Effect of growth rate on the amounts of ribosomal and transfer ribonucleic acids in yeast. J Bacteriol. 1975, 122: 855-865.

  42. 42.

    Warner JR: The yeast ribosome: structure, function, and synthesis. Metabolism and Gene Expression. Edited by: Strathern JN, Jones EW, Broach JR. Cold Spring Harbor Laboratory, New York, 1982, 529-560.

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Acknowledgements

We thank Prof. R. Kamiya of Univ. of Tokyo and Prof. S. Ishiwata of Waseda University for their valuable discussions and support, and we gratefully acknowledge financial support by the Japan Science and Technology Agency (JST) and by Grants-in-Aids for Science Research from the Japanese Ministry of Education, Culture, Sports and Technology.

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Affiliations

  1. Department of Life Sciences, Graduate School of Arts and Sciences, University of Tokyo, 3-8-1 Komaba, Meguro, Tokyo, 153-8902, Japan
    • Kazunori Matsumura
  2. Structural Biology, Graduate School of Science, Kyoto University, Oiwake, Kitashirakawa, Sakyo-ku, Kyoto, 606-8502, Japan
    • Toshiki Yagi
  3. Kanagawa Academy of Science and Technology, KSP East 310, 3-2-1 Sakado, Takatsu-ku, Kawasaki, Kanagawa, 213-0012, Japan
    • Akihiro Hattori
    •  & Kenji Yasuda
  4. School of Biological Sciences, Royal Holloway University of London, Egham, Surrey, TW20 0EX, UK
    • Mikhail Soloviev
  5. Division of Biosystems, Institute of Biomaterials and Bioengineering, Tokyo Medical and Dental University, Tokyo, Japan
    • Kenji Yasuda
  6. 2-3-10 Kanda-Surugadai, Chiyoda, Tokyo, 101-0062, Japan
    • Kenji Yasuda
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Correspondence to Kenji Yasuda.

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KM and AH carried out the experiments, participated in the design of the study and contributed to the drafting of the manuscript. TY and MS participated in the design of the study, the interpretation of results and contributed to the drafting of the manuscript. KY conceived the study, participated in its design and coordination and drafted the manuscript. All authors read and approved the final manuscript.

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Matsumura, K., Yagi, T., Hattori, A. et al. Using single cell cultivation system for on-chip monitoring of the interdivision timer in Chlamydomonas reinhardtii cell cycle. J Nanobiotechnol 8, 23 (2010). https://doi.org/10.1186/1477-3155-8-23

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Keywords

  • Cell Volume
  • Phothsynthetically Active Radiation
  • Daughter Cell
  • Mother Cell
  • Chlamydomonas

Journal of Nanobiotechnology

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