 |
GLOSSARY |
Abbreviations
| RSP |
Restricted subsarcolemmal space; |
| MYOF |
Myofibrillar space; |
| SR |
Sarcoplasmic reticulum; |
| RyR |
Ryanodine receptor; |
| DHPR |
Dihydropyridine receptor (L-type Ca2+ channel); |
| ATP |
Adenosine triphosphate. |
Geometric parameters and constants
| R |
Cell radius; |
| L |
Cell length; |
| Cm |
Cell capacitance; |
| Vcell |
Cell volume; |
| dRSP |
Restricted space thickness; |
| Vrd |
Thin boundary volume between extracellular space and RSP; |
| rd |
Boundary thickness; |
| Vacc |
Accessible volume for Ca2+ in the cell; |
| S |
Model cell surface through which Ca2+ enters. |
Concentrations and reaction parameters
| [Ca2+]i |
Free intracellular Ca2+ concentration; |
| [Ca2+]o |
Extracellular Ca2+ concentration; |
| [Ca2+]rest |
Resting Ca2+ concentration; |
| [TN] |
Total troponin concentration (low-affinity sites); |
| [CAL] |
Total calmodulin concentration; |
| [PL] |
Total phospholipid concentration (low-affinity sites); |
| [PH] |
Total phospholipid concentration (high-affinity sites); |
| [FLUO] |
Total Fluo-3 concentration; |
| [ATP] |
Free ATP concentration; |
| [CaTN] |
Ca2+-troponin concentration (low-affinity sites); |
| [CaCAL] |
Ca2+-calmodulin concentration; |
| [CaPL] |
Ca2+-phospholipid concentration (low-affinity sites); |
| [CaPH] |
Ca2+-phospholipid concentration (high-affinity sites); |
| [CaFLUO] |
Ca2+-Fluo-3 concentration; |
| [CaATP] |
Ca2+-ATP concentration; |
D |
Diffusion coefficient for Ca2+ in RSP; |
D |
Diffusion coefficient for Ca2+ in MYOF; |
D |
Diffusion coefficient for CaCAL in RSP; |
D |
Diffusion coefficient for CaCAL in MYOF; |
D |
Diffusion coefficient for CaFLUO in RSP; |
D |
Diffusion coefficient for CaFLUO in MYOF; |
D |
Diffusion coefficient for CaATP in MYOF; |
D |
Diffusion coefficient for CaATP in RSP; |
k |
Ca2+ on-rate constant for troponin (low-affinity sites); |
k |
Ca2+ off-rate constant for troponin (low-affinity sites); |
k |
Ca2+ on-rate constant for calmodulin; |
k |
Ca2+ on-rate constant for calmodulin; |
k |
Ca2+ off-rate constant for phospholipid (low-affinity
sites); |
k |
Ca2+ off-rate constant for phospholipid (low-affinity
sites); |
k |
Ca2+ on-rate constant for phospholipid (high-affinity
sites); |
k |
Ca2+ off-rate constant for phospholipid (high-affinity
sites); |
k |
Ca2+ on-rate constant for Fluo-3; |
k |
Ca2+ off-rate constant for Fluo-3; |
k |
Ca2+ on-rate constant for ATP; |
k |
Ca2+ off-rate constant for ATP; |
| JICa |
Ca2+ flux via L-type Ca2+ channels; |
| F |
Faraday's constant; |
| ICa |
L-type Ca2+ current; |
| I0 |
Constant; |
| ai, bj |
Constants; |
| Jexch |
Ca2+ flux through Na+/Ca2+
exchanger; |
| Vmax,x |
Maximal velocity of Na+/Ca2+ exchanger; |
| Km |
Ca2+ concentration at half Vmax,x; |
| n |
Hill's coefficient; |
| Jexl |
Inward Ca2+ leak flux via plasma membrane; |
| Lm |
Ca2+ leak constant. |
 |
INTRODUCTION |
In cardiac and skeletal muscle cells mechanical activity is
controlled by a transient elevation of the intracellular
Ca2+ concentration ([Ca2+]i)
(Taylor et al., 1975
; Cannell et al., 1987
; Niggli, 1999
). Compared to
other cell types, striated muscle cells are quite large. Depending on
the diameter of a given muscle cell, diffusion of Ca2+ from
the cell membrane to the proteins regulating muscle force (i.e.,
troponin C) would introduce unacceptable delays in the activation of
contraction. Reasons for this delay are the sheer distance and the
presence of stationary Ca2+ buffers in the cell, which tend
to slow the movement of Ca2+ (Crank, 1975
; Neher and
Augustine, 1992
; Jafri and Keizer, 1995
; Haddock et al., 1999
).
Therefore, several structural and functional systems have evolved to
accelerate the spread of Ca2+ signals in muscle cells
considerably. Skeletal and most cardiac muscle cells have developed
deep invaginations of the extracellular space via infoldings of the
cell membrane. These so-called T-tubules form a network of
extracellular space, extending deep into the cell interior and allowing
the fast electrical signal (i.e., the action potential) to be carried
close to the subcellular location where Ca2+ is needed
(Bers, 2001
). In addition, intracellular Ca2+ stores are
present in most species (i.e., the sarcoplasmic reticulum (SR)). In
cardiac muscle Ca2+ release from these stores drastically
reduces the amount of Ca2+ that has to enter from the
extracellular space, while in skeletal muscle it represents the almost
exclusive source of Ca2+. Besides acting as an amplifier of
the trigger signals, Ca2+ release from the SR also acts as
an accelerator for the spatial spread of Ca2+ signals
(Dawson et al., 1999
). In skeletal muscle, Ca2+ release
from the SR initially occurs via Ca2+ release channels
(ryanodine receptors; RyRs) that are under the control of voltage
sensors located in the sarcolemma (Schneider and Chandler, 1973
; Rios
et al., 1991
). In cardiac muscle, the RyRs are controlled by the
Ca2+-induced Ca2+ release mechanism (CICR;
Fabiato, 1983
). The trigger Ca2+ is provided by influx via
L-type Ca2+ channels (DHP receptors), which represent the
structural and functional equivalent of the voltage sensors present in
skeletal muscle. By working together, the T-tubules and the
Ca2+ release from the SR ensure spatially homogeneous and
synchronized Ca2+ release throughout each cell.
In many species atrial cardiac muscle cells have no T-tubules and
are thus an interesting exception to the rule (Bers, 2001
). Although
generally exhibiting smaller diameters than ventricular myocytes, these
cells might encounter Ca2+ diffusion delays if SR
Ca2+ release from the SR fails (Lipp et al., 1990
;
Hüser et al., 1996
; Kockskämper et al., 2001
). They may
have developed a dense network of Ca2+ stores close to the
sarcolemma, but also deep inside the cell, to compensate partly for the
lack of T-tubules. In the absence of functional T-tubules,
Ca2+ signals are known to spread rapidly from one SR
Ca2+ release site to the next, giving rise to saltatoric
reaction-diffusion waves (Hüser et al., 1996
; Cheng et al., 1996
;
Keizer and Smith, 1998
; Kockskämper et al., 2001
).
In the present study we examined Ca2+ diffusion in
atrial cells that had been treated with ryanodine and thapsigargin to
eliminate release and uptake of Ca2+ by the SR. Using a
combination of experimental techniques and a mathematical model, we
could analyze several important spatial and temporal features of
Ca2+ diffusion and signaling in these cells. In this
context, the goal was at least threefold. The first aim was to develop
a mathematical model that would quantitatively predict our experimental
results on Ca2+ influx, Ca2+ buffering, and
Ca2+ diffusion in atrial cells, when the SR was inhibited.
Second, we used the model to explore the parameter space beyond the
experimentally accessible limits. The third task was to use the model
to examine the importance of mobile and stationary Ca2+
buffers and the effect of altered restricted space geometry for the
Ca2+ signals. The restricted space is also known as the
"fuzzy space" (Lederer et al., 1990
) and is below the optical
resolution of confocal (optical) microscopes. Inclusion of the fuzzy
space was not required to model the experimental results, but allowed
explorations and predictions of Ca2+ signals in this space.
Furthermore, our model calculations suggest an important role for
mobile and stationary Ca2+ buffers, including the
Ca2+ indicator dye used in our experiments. The model also
predicts a significant acceleration of Ca2+ diffusion by
physiological concentrations of the low-affinity Ca2+
buffer ATP. Preliminary results of this work have been presented to the
Biophysical Society in abstract form (Michailova et al., 1999
).
 |
MATERIALS AND METHODS |
Cell isolation and solutions
Experiments were performed on single atrial myocytes
isolated enzymatically from guinea pigs (Cavia porcellus).
The isolation procedure used was a modification of the method reported
by Kockskämper and Glitsch (1997)
. Adult animals were
killed by cervical dislocation, the hearts rapidly removed, and
retrogradely perfused for 3 min on a Langendorff perfusion system at
37°C. The perfusing solution consisted of basic Ca2+-free
solution (in mM: sucrose 204, NaCl 35, KCl 5.4, MgCl2 1, HEPES 10, pH 7.4 adjusted with NaOH) with 2 mM ethylene
glycol-bis-(
-aminoethylether)-N,N,N',N'-tetraacetic acid
(EGTA). Enzymatic digestion was started by switching to
Ca2+-free solution containing collagenase B (0.2 mg/ml;
Boehringer Mannheim, Rotkreuz, Switzerland), protease type XIV (0.05 mg/ml; Sigma, Buchs, Switzerland) and elastase (5 µl/ml; Serva,
Heidelberg, Germany). To promote the digestion of the atria the large
blood vessels were ligated and the heart was immersed in an organ bath.
After 15 min the atria were minced, placed in
Ca2+-free solution containing 1 mg/ml bovine serum albumin
(BSA) to stop the digestion, and left on a rocking table at room
temperature (22°C) to allow for dispersion of the tissue. During this
procedure (~1-h) the cells were adapted to calcium by dropwise
addition of an equal volume of cell culture medium containing 1.26 mM
Ca2+ (M199, Gibco, Basel, Switzerland) and supplemented
with 100 IU/ml penicillin, 100 µg/ml streptomycin, and 10% fetal
calf serum (all from Gibco). Finally, cells were taken from the
supernatant and plated onto glass coverslips placed in culture dishes.
The cells were incubated overnight at 37°C and 5% CO2
and used the following day.
Current measurements
All experiments were carried out at room temperature
(22°C). A coverslip with adherent cells was assembled into a
recording chamber and mounted onto the stage of an inverted microscope
(Diaphot TMD, Nikon, Küsnacht, Switzerland). The cells were
constantly superfused (1-2 ml/min) with extracellular solution
containing (in mM) NaCl 140, KCl 5, MgCl2 1, CaCl2 1, glucose 10, HEPES 10, pH 7.4 adjusted with NaOH.
Patch-clamp recording electrodes were pulled from filamented
borosilicate glass capillaries (GC150F, Clark Electromedical
Instruments, Pangbourne, UK) on a horizontal puller (DMZ, Zeitz
Instruments, Augsburg, Germany) and filled with intracellular solution
containing (in mM): CsAsp 120, NaCl 10, TEA-Cl 20, HEPES 20, MgATP 5, MgCl2 1, Fluo-3 0.1, pH 7.2 adjusted with CsOH. The free
[Ca2+] calculated for this solution was 99 nM (when
assuming a typical Ca2+ contamination of 15 µM). Pipette
resistances ranged from 2 to 4 MOhm. Cells were voltage-clamped in the
whole-cell configuration and held at
70 mV without correction for the
liquid junction potential (Axopatch 200, Axon Instruments, Foster City,
CA). The voltage was stepped to
40 mV for 50 ms to inactivate the
Na+ current and subsequently to 0 mV for 200 ms to elicit a
Ca2+ current. The step to
40 mV was introduced to avoid
any residual Na+ current that would contaminate the
recording of the Ca2+ current despite the presence of 10 µM tetrodotoxin (TTX). In addition, the Ca2+ current was
enhanced by application of 1 µM isoproterenol.
Series resistance and membrane capacitance were compensated with the
built-in compensation circuit of the amplifier. The reading on the
capacitance compensation dial of the amplifier was taken as the
membrane capacitance of the cell. No leak subtraction was performed.
The pure Ca2+ current was determined off-line by
subtracting the current recorded in the presence of 5 mM
Cd2+. Currents were low-pass filtered at 5 kHz and
digitized at 10 kHz using the LabView data acquisition software
(National Instruments, Ennetbaden, Switzerland). Data were stored on
hard disk for later analysis with the IgorPro software (WaveMetrics,
Lake Oswego, OR).
Thapsigargin and TTX were purchased from Alomone Labs (Jerusalem,
Israel), ryanodine from Calbiochem (La Jolla, CA), isoproterenol from
Fluka (Buchs, Switzerland), and Fluo-3 (penta-potassium) from TefLabs
(Austin, TX). Cells were incubated with thapsigargin and ryanodine for
30 min before each experiment to block the SR Ca2+ pump and
the ryanodine receptor. Thapsigargin was dissolved as 1 mM stock in
ethanol and used at 0.1 µM. Ryanodine was dissolved at 10 mM in
distilled water and used at 10 µM concentration. Isoproterenol stock
solution (10 mM) was freshly prepared before each experiment in
distilled water containing 1 mM L-ascorbic acid and added
at 1 µM to the extracellular solution. TTX was dissolved in distilled water, kept in aliquots at
20°C as a stock solution (10 mM) and used at 10 µM. Fluo-3 was reconstituted in distilled water to 5 mM
and diluted to 0.1 mM into the pipette filling solution. Drugs were
delivered to the cells through a gravity-driven rapid superfusion system.
Confocal Ca2+ measurements
Cells were viewed with a 40× oil-immersion objective (Fluor,
N.A. = 1.3, Nikon) and loaded with Fluo-3 through the recording pipette. Fluo-3 was excited with the 488 nm line of an argon laser (model 5000, Ion Laser Technology, Salt Lake City, UT) at 50 µW intensity on the cell. The fluorescence was detected at 540 ± 15 nm with a photomultiplier tube (PMT) of a laser-scanning confocal system (MRC 1000, Bio-Rad, Glattbrugg, Switzerland) operated in the
line-scan mode. The recording chamber was rotated to position the
cell's width in parallel to the scan direction. The scan speed was set
to 2 ms per line. Synchronization of the Ca2+ signal with
the voltage protocol was assured by simultaneously recording a red
light-emitting diode, triggered by the acquisition software, with the
second PMT of the confocal system (>600 nm).
To record the Ca2+ influx generated by the activation of
L-type Ca2+ channels without contamination by CICR from the
SR, the cells were treated with 10 µM ryanodine and 0.1 µM
thapsigargin. Amplitude and time course of Ca2+ signals due
to Ca2+ influx were computed off-line using a customized
version of the NIH Image software (NIH, Bethesda, MD). Different
regions of interest (width = 1-2 µm) were chosen to average the
temporal Ca2+ concentration changes near the plasmalemma or
in the center of the cell. Similarly, Ca2+ concentration
profiles across the entire width of the cell were extracted for each
time point (2 ms). The spatial profiles of [Ca2+]i are limited by optical diffraction,
while the mathematical simulation can exhibit a much better spatial
resolution. The point-spread-function of our confocal microscope was
examined with fluorescent beads (diameter 100 nm) and was determined to
have a full-width at half-maximal amplitude (FWHM) of 350 nm · 350 nm · 900 nm (for the x, y, and z
dimension, respectively). Ca2+ concentration was calculated
from fluorescence images using an established self-ratio calibration
procedure (Cheng et al., 1993
). For the calibration we assumed a
Kd value for Fluo-3 of 739 nM and a resting
Ca2+ concentration of 100 nM at the beginning of each
experiment. Surface plots were generated from line-scan images
using the IDL software (Research Systems, Boulder, CO). Confocal
x-y images were used to calculate the surface and the volume
of the cells using the NIH Image software. The accuracy of the
procedure was verified by comparing the results with the values
obtained using the measured membrane capacitance (assuming 1 µF
capacitance per cm2 of membrane).
Mathematical model
We developed a mathematical model of Ca2+-signaling,
Ca2+-diffusion, and Ca2+-buffering inside an
atrial cardiac muscle cell. The goal was to simulate and analyze
Ca2+ events, which were recorded on the confocal microscope
and, in addition, to simulate Ca2+ signals that are not
accessible experimentally. In view of the fact that the isolated atrial
myocyte has an approximately cylindrical shape (see Fig. 1
A) and lacks T-tubules (Bers, 2001
; Hüser et al.,
1996
; Kockskämper et al., 2001
) a cylindrical geometry is assumed
(see Fig. 2 A).
Model cell geometry
The model cell geometry was derived from the experimental data.
The guinea pig atrial myocyte used for this study had a spindle shape
(see Fig. 1 A) with a maximal diameter of 15.6 µm, a cell length of 125 µm, and a membrane capacitance of 41 pF. For the model,
the shape was simplified into a cylinder that had the same diameter
(see Fig. 2 A). The actual cylinder length was decreased from 125 µm to 83.7 µm to adjust the volume accessible for
Ca2+ (~50%, see below) to be consistent with that of the
real atrial myocyte. It is necessary to note that scaling of the cell
length is allowed because the model simulates the radial diffusion
only. Therefore, other accessible volume fractions were simulated by changing the length of the cylinder and by scaling the densities of the
membrane currents accordingly.
The accessible volume for Ca2+ was estimated on the basis
of the data by Forbes and Van Niel (1988)
in guinea pig atrium (see also Bers, 2001
and Table 1). In accordance with these data the myofilaments occupy 43.2% of the cell volume, mitochondria 17.9%, the
nucleus 3.8%, T-tubule 0.08%, and SR 9.93%. For simplification we
assumed that the volume occupied by T-tubules is zero, as several reports indicate that guinea pig atrial muscle cells have no T-tubules (Bers, 2001
; Hüser et al., 1996
). The experimental data also suggest that ~50% of the myofilament space is accessible for
Ca2+ ions (i.e., contains water) and that mitochondria and
nuclei are not rapidly accessible for Ca2+ (Bers, 2001
). We
also assume that the SR lumen is not accessible for Ca2+ in
the presence of ryanodine and thapsigargin. Thus, in accordance with
Forbes and Van Niel (1988)
and above assumptions, the accessible volume
for Ca2+ in guinea pig atrial cells was estimated to be
~50% of the total cytosolic volume (Vacc = 46.8% = 100%
21.6%
17.9%
3.8%
9.93%).
The model cell has two separate spaces, the restricted subsarcolemmal
space (RSP) and the myofibrillar space (MYOF) (see Fig. 2
A). Ca2+ and mobile buffers, Fluo-3 and
calmodulin, diffuse throughout the myocyte purely in the radial
(r) direction and reflect from the cell walls.
Restricted subsarcolemmal space
In the literature, the restricted space (RSP) thickness
(i.e., the distance between the SR and sarcolemmal membrane) is
reported to be between 12 and 20 nm (Fawcett and McNutt, 1969
; Forbes
and Sperelakis, 1982
; Langer and Peskoff, 1996
; Soeller and Cannell, 1997
). In our study, the width of this space was assumed to be 20 nm.
Within the RSP Ca2+ ions are free to diffuse and react with
the stationary Ca2+ buffers (phospholipids) and with the
mobile Ca2+ buffers (calmodulin and Fluo-3). In the fuzzy
space, the diffusion coefficients for Ca2+ and mobile
buffers in the r-direction are assumed to be those in water
(see Table 1). The one-dimensional diffusion equations for
Ca2+, calmodulin, Fluo-3, and phospholipids in the
restricted subsarcolemmal space can be written in
cylindrical coordinates as (for definitions, symbols, and
abbreviations, please see "Glossary").
|
(1)
|
|
(2)
|
|
(3)
|
|
(4)
|
|
(5)
|
The Ca2+ flux via L-type Ca2+ channels
(JICa) is proportional to the L-type
Ca2+ current (ICa) recorded with the
whole-cell voltage-clamp technique, Eq. 6.
|
(6)
|
The time course of ICa(t) in
Eq. 6 is approximated by the following equations:
|
(7)
|
where
|
(8)
|
In the model the Hill equation is used to describe
Ca2+ movement by the Na+/Ca2+
exchanger (Jexch) (Cannell and Allen, 1984
;
Kargacin and Fay, 1991
):
|
(9)
|
The inward Ca2+ leak flux through the plasma
membrane (Jexl) is described by:
|
(10)
|
Myofibrillar space
In the MYOF Ca2+ ions diffuse and react with
stationary (troponin C) and mobile Ca2+ buffers (calmodulin
and Fluo-3). In the myofibrillar space we assume that the diffusion
coefficients for the free Ca2+ and mobile buffers are
reduced in the r-direction because of the impediment imposed
by myofilaments, mitochondria, SR, and other structures (i.e.,
structural tortuosity, see Table 1). Accordingly, the diffusion
coefficients in the r-direction for the free
Ca2+, Fluo-3, and calmodulin in the MYOF and the RSP have
different values because the MYOF and the RSP are morphologically
different. The one-dimensional diffusion equations for
Ca2+, calmodulin, Fluo-3, and troponin C in the
myofibrillar space can be written in cylindrical coordinates as:
|
(11)
|
|
(12)
|
|
(13)
|
|
(14)
|
In the model we also assume 1) Ca2+ binds to
Fluo-3, calmodulin, troponin C, and phospholipids without
cooperativity; 2) the initial total concentrations of the mobile
buffers (Fluo-3 or calmodulin) are spatially uniform; and 3) the
diffusion coefficients of Fluo-3 or calmodulin with bound
Ca2+ are equal to the diffusion coefficients of free Fluo-3
or calmodulin.
Ca2+ current, Na+/Ca2+
exchanger, and Ca2+ leak
To assess the influx of Ca2+ during cell excitation,
the Ca2+ current was recorded with the whole-cell
voltage-clamp technique. For the quantitative model, the simulated
Ca2+ current was adjusted to match the experimentally
acquired Ca2+ current record (Eqs. 7 and 8, Table 1).
The Na+/Ca2+ exchanger and Ca2+
leak parameters were estimated or taken from the literature. Based on
measurements of Na+/Ca2+ exchange currents in
atrial myocytes, we estimated the maximum exchanger velocity
(Vmax,x) at
70 mV to be ~853 µM
s
1 and ~85.3 µM s
1 at 0 mV. In
ventricular cells Backx et al. (1989)
reported a Vmax,x of 1000 µM s
1. The
Ca2+ concentration at half Vmax,x
(Km) and the Hill coefficient (n) used during the simulations were those reported by Backx et al. (1989)
.
The Ca2+ leak constant (Lm) was
adjusted so that at rest the Na+/Ca2+ exchanger
efflux balanced the inward Ca2+ leak flux through the
plasma membrane (Egger and Niggli, 1999
).
Initial Ca2+ and buffer concentrations and buffer rate
and dissociation constants
In the cytosolic space, basal Ca2+ concentration
([Ca2+]rest) is estimated to be 100 nM
(Fabiato, 1983
; Carafoli, 1985
; Bers, 2001
). It was found that the
cells are able to maintain this Ca2+ level despite addition
of exogenous dyes and buffers (Neher and Augustine, 1992
). In this
study, each simulation started with a resting Ca2+
concentration of 100 nM and buffers in equilibrium. The extracellular Ca2+ concentration ([Ca2+]o) was
1 mM and remained constant.
A number of powerful buffering systems for intracellular
Ca2+ (SR, mitochondria, different stationary and mobile
Ca2+ buffers) are known in cardiac muscle cells (Fabiato,
1983
; Bers, 2001
). As already mentioned, our model did not incorporate
Ca2+ storing organelles, such as the SR and mitochondria;
but because other stationary Ca2+ buffers (troponin C and
phospholipids) and mobile Ca2+ buffers (calmodulin, Fluo-3,
and ATP) strongly affect the Ca2+ dynamics in cardiac
myocytes, these buffers were included in our model (Robertson et al.,
1981
; Fabiato, 1983
; Bers, 2001
; Harkins et al., 1993
; Langer and
Peskoff, 1996
; Soeller and Cannell, 1997
; Baylor and Hollingworth,
1998
). Stationary Ca2+ buffers like troponin C and
phospholipids are localized to different cell regions, while the mobile
buffers diffuse throughout the entire cell.
Two classes of Ca2+ binding sites have been identified on
cardiac troponin: low-affinity (Ca2+-specific) and
high-affinity (Ca2+-Mg2+) binding sites
(Robertson et al., 1981
). The high-affinity sites (Kd = 3.3 nM) are already saturated at
resting [Ca2+]i. Therefore, only the
Ca2+-specific sites were included because large and rapid
changes in the Ca2+ occupancy of these sites can occur
during a Ca2+ transient (Robertson et al., 1981
; Fabiato,
1983
; Bers, 2001
; Soeller and Cannell, 1997
). We assumed that these
binding sites are immobile because of their attachment to the actin
filaments. The concentration of the Ca2+-specific troponin
sites is estimated to be 70 µM (published concentrations 50-150 µM
for 50% accessible volume; Robertson et al., 1981
; Fabiato, 1983
). The
dissociation constant (K
= 0.5 µM) and
Ca2+ on- and off-rate constants were taken from Robertson
et al. (1981)
.
Stationary low- and high-affinity Ca2+ binding sites on
phospholipids were also included in our analysis because a major effect of these anionic sites on the time course of Ca2+ movements
in the fuzzy space has been suggested (Langer and Peskoff, 1996
;
Soeller and Cannell, 1997
; Peskoff and Langer, 1998
). In agreement with
the experimental observations, the phospholipid stationary sites were
located on the inner sarcolemmal leaflet of our model cell (Post and
Langer, 1992
). The initial concentrations of the phospholipid sites and
their affinities were taken from Peskoff and Langer (1998)
(Table
1). Because we did not find any published
data for the phospholipid rate constants for Ca2+ binding,
the typical near-diffusion-limited value of 125 µM
1
s
1 was assumed for the low- and high-affinity
phospholipid on-rate constants. The corresponding off-rate constants
were calculated from the known values of the equilibrium dissociation
constants (K
,
K
) and on-rate constants.
Ca2+ buffering by the endogenous mobile buffer calmodulin
(24 µM) was also included in the model because calmodulin can bind significant amounts of Ca2+ (Robertson et al., 1981
;
Fabiato, 1983
). Calmodulin has four Ca2+ binding sites that
also bind Mg2+, K+, and Na+.
Fabiato (1983)
reported two classes of Ca2+ binding sites
on calmodulin (low- and high-affinity), and Robertson et al. (1981)
suggested that the properties of all calmodulin metal-binding sites are
similar to the Ca2+-specific sites on troponin. In our
paper, we assumed that all four calmodulin binding sites were similar.
The calmodulin equilibrium dissociation constant
(K
= 2.38 µM) was taken from Robertson
et al. (1981)
. The value of the off-rate calmodulin constant was
calculated assuming that the on-rate constant has a value of 125 µM
1 s
1.
During the experiment the atrial myocyte was loaded with 100 µM
fluorescent Ca2+-indicator (Fluo-3). In skeletal muscle,
Fluo-3 was found to strongly bind to cellular constituents, giving rise
to a total Fluo-3 concentration that is higher than in the pipette
filling solution (Harkins et al., 1993
). Indeed, confocal images of
skeletal muscle cells loaded with Fluo-3 show a clear striation
pattern, indicative of dye binding. However, in both ventricular and
atrial cardiac muscle cells, a striation pattern is not observed,
suggesting that Fluo-3 binding is less pronounced in these cells.
Further support for this notion was obtained when cardiac myocytes were
permeabilized and only 4% of the dye was found to be irreversibly
bound (Lipp et al., 1996
), at least when the Ca2+-indicator
was loaded in the salt form via a patch-clamp pipette. Thus, as an
approximation we used a concentration of 100 µM Fluo-3 in our
analysis. The Ca2+ dissociation constant for Fluo-3 was
(K
= 0.739 µM) and the
Ca2+ on- and off-rate constants were
(k
= 230 µM
1
s
1, k
= 170 s
1) (Eberhard and Erne, 1989
; Ellis-Davies et al., 1996
).
In this study we also examined how Ca2+ binding by the
endogenous low-affinity mobile Ca2+ buffer ATP might
influence the intracellular Ca2+ signals in atrial
myocytes. The ATP concentration in the pipette was 5 mM. With 1 mM
Mg2+ added, free ATP is calculated to be 260 µM. During
our simulations, the amount of ATP able to bind Ca2+ was
therefore assumed to be 260 µM (i.e., ~5% of 5 mM total ATP), because [MgATP] is known to remain almost constant despite some changes in [Ca2+]i. The ATP dissociation
constant (K
= 200 µM) and
Ca2+ on- and off-rate constants (225 µM s
1
and 45,000 s
1) were taken from Baylor and Hollingworth
(1998)
and recalculated to account for 22°C (i.e.,
k
= 1.5 × 150 µM
s
1 and k
= 1.5 × 30,000 s
1). We also assumed that ATP binds only
Ca2+ and Mg2+ and that the binding of ATP to
different immobile structures (proteins, organelles) within the cell is
not able to noticeably change the total ATP amount (Kushmerick and
Podolsky, 1969
).
Ca2+ and buffer diffusion coefficients
The diffusion coefficient for Ca2+ in the restricted
subsarcolemmal space has been reported to be 350 µm2
s
1 in the r-direction (i.e., ~0.5-fold that
in water because of the viscosity of the cytoplasm) and ~140
µm2 s
1 in the longitudinal
z-direction (i.e., further reduced by the presence of the
"foot" structures; Soeller and Cannell, 1997
). Because our model
only simulates radial diffusion and assuming that there is water in the
restricted space, the diffusion coefficient for Ca2+ used
there was 780 µm2 s
1.
Gabso et al. (1997)
assessed the values for the average diffusion
coefficient of the endogenous buffers (calmodulin, calbindin) in the
cytoplasm to be between 14 and 20 µm2 s
1.
In our model the diffusion coefficient for calmodulin (as CaCAL) in the
MYOF was assumed to be 25 µm2 s
1. The
diffusion coefficient for Fluo-3 (as CaFLUO), which resulted in the
best agreement with the experimental data, turned out to be 100 µm2 s
1. This estimated diffusion
coefficient is fivefold larger than what has been measured in skeletal
muscle (Harkins et al., 1993
), in agreement with the assumption that
Fluo-3 does not strongly bind to cellular constituents in atrial
cardiac myocytes. It corresponds to the diffusion coefficient in water,
with a correction for intracellular viscosity (Klingauf and Neher,
1997
). The diffusion coefficient for ATP (as CaATP) in the MYOF (168 µm2 s
1) was taken from Baylor and
Hollingworth (1998)
and adjusted for 22°C (i.e., =1.2 × 140 µm2 s
1).
To solve the system of diffusion equations numerically, the explicit
finite-difference method described by Crank (1975)
was used. The
boundaries between the extracellular space and the RSP and the MYOF and
the RSP, where the diffusion coefficients for Ca2+, Fluo-3,
and calmodulin change, were treated as described for the diffusion
through composite media. Taking the cylindrical symmetry of the problem
into account, the system of equations was solved on a one-dimensional
nonlinear grid. The radial step size for integration was 77 nm in MYOF
and 6 nm in RSP. The interval for the integration was 10
8
s. Because of the complex nature of the calculations, they had to be
carried out on a VAX mainframe computer (University Computing Center,
Bern, Switzerland). Unless specified otherwise in the figure legends or
in the text, the standard set of parameters was used in the
simulations, as listed in Table 1.
 |
RESULTS |
Experimental recordings of Ca2+ influx and changes of
[Ca2+]i
The voltage-clamp protocol elicited inward currents with the
typical signatures of the L-type Ca2+ current (Fig. 1
D). At the onset of the first voltage step from
70 to
40
mV a small current was observable, most likely attributable to
incomplete blockade of Na+ channels by 10 µM TTX. In all
cases a Ca2+ signal due to Ca2+ influx
accompanied the inward current that coincided with the second voltage
step from
40 to 0 mV, and thus corresponded to the activation of the
L-type Ca2+ current. The Ca2+ current and the
Ca2+ signal resulting from the Ca2+ influx were
both blocked by 5 mM Cd2+ (data not shown). Please note
that there was no Ca2+ release from the SR in our
experiments, because the cells had been pretreated with ryanodine and thapsigargin.
Fig. 1 also shows additional data
used to develop and validate the mathematical model. Panel A
represents a false color x-y image of cytosolic Fluo-3
fluorescence under resting conditions, which was used to determine the
geometrical parameters of the cell. The bright spot marks the tip of
the patch-clamp pipette. This cell had a length of 125 µm, a diameter
of 15.6 µm, and a membrane capacitance of 41 pF.

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FIGURE 1
Ca2+ current and Ca2+
concentration recorded from an isolated guinea pig atrial myocyte
(A), loaded with 100 µM Fluo-3 by dialysis from a
patch-clamp pipette. A single line (yellow line in
A) was then scanned to obtain a line-scan image of
fluorescence versus space and time (E). (B) The
time course of [Ca2+]i was obtained for the
periphery (red) and center (blue) of the cell.
Panel (C) shows the Ca2+ transient averaged
along the complete line-scan image. The voltage-clamp protocol and the
resulting L-type Ca2+ current are illustrated in
(D). The spatial profile of
[Ca2+]i is shown in (F), while
(G) shows a surface plot computed from the line-scan image
in (E). The red, green and blue bars in (E)
indicate the region from which traces were averaged. Note that the gray
portions of the traces in panels B-D belong to the
pre-pulse protocol and where not simulated in the model.
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A typical line-scan image acquired during a voltage-clamp protocol
along the entire width of the cell is shown in Fig. 1 E. The
colors correspond to fluorescence ratio values
(F/F0) reflecting the changes of
Ca2+ concentration in time (vertical dimension of the
image). A clear U-shaped profile extending across the cell is visible
at the beginning of the Ca2+ signal resulting from
Ca2+ influx (see also Fig. 1 F). A convenient
way to visualize the relationship among space, time, and
Ca2+ concentration is provided by the surface plot (panel 1 G). In this representation it is readily appreciable that
the Ca2+ concentration increased faster and to a higher
amplitude at the edges of the cell for a given time point, whereas in
the center of the cell the signal reached a similar amplitude only
after a considerable delay.
In Fig. 1 B the Ca2+ concentration changes
extracted from the periphery (red) and the center of the
line-scan image (blue) are superimposed to emphasize the
delay between the two signals. The time course of the average
Ca2+ concentration (calculated by averaging all points
along the line-scan) is plotted in Fig. 1 C. The duration of
the rising phase (200 ms) of the Ca2+ signal from the edge
of the cell (red trace in Fig. 1 B) matched the
duration of the L-type Ca2+ current. In contrast, the
Ca2+ signal recorded from the center (blue)
developed more slowly and continued to rise even when the current was
already terminated.
Numerical simulation of the experimental data
The first set of modeling results (Fig.
2) describes our attempt to create a
simulation that quantitatively approximates the experimental data. Fig.
2, A-G are arranged in analogy to the experimental Fig. 1;
Fig. 2 H was obtained by convolving the model data with a
simplified confocal point-spread function. Thus Fig. 2, E,
G, and H illustrate the calculated temporal and
spatial Ca2+ concentration changes as line-scan images and
as a surface plot. The simulated local Ca2+ signals in the
center (blue) and periphery (red) are shown in Fig. 2 B. The Ca2+ signal in the cell periphery
was calculated by averaging the Ca2+ concentration across
the first micrometer under the membrane. This average corresponds to
the experimental measurement of peripheral [Ca2+], which
is also a spatial average due to the limited optical resolution. As
expected, the convolution of the simulated data with the point-spread
function eliminated the signal in the fuzzy space and also introduced
some edge effects at the boundary of the line-scan. These model results
illustrate that the Ca2+ signal in the cell periphery
increases faster and has a larger amplitude than the Ca2+
signal in the center, which peaks with a delay of ~100 ms. The simulations also suggest that the slower and smaller Ca2+
transient in the center can be explained by diffusion of
Ca2+. The Ca2+ influx carried by the simulated
Ca2+ current allowed us to predict the Ca2+
concentration levels developed in the narrow fuzzy space (RSP) that is
not accessible experimentally (Fig. 2 B, green
line). Thus, the model predicts steep Ca2+
concentration gradients within the signals recorded experimentally from
the cell periphery. The simulated U-profile of Ca2+ at 100 ms extracted from the line-scan image (Fig. 2 E) is shown in
Fig. 2 F. Note that, in contrast to the experimentally
measured signal (Fig. 1 F), the calculated Ca2+
concentration near the plasmalemma peaks at 244 nM above resting concentration because the model is able to predict Ca2+
concentrations in the narrow RSP, which cannot be resolved optically. Fig. 2 C shows a Ca2+ transient averaged across
the entire cell corresponding to the experimentally measured signal
(Fig. 1 C).

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FIGURE 2
Simulating the experimental data with the computer
model. Panel (A) depicts the cylindrical model cell
containing a myofilament space (MYOF) surrounded by a space with
restricted diffusion (RSP). The radius of the cell was 7.8 µm, the
thickness of RSP was 20 nm (unless noted otherwise). The length of the
cylinder was adjusted to accommodate the accessible volume of the
cytosol (~50% of total cytosolic volume in this case). The time
courses of the Ca2+ concentration in the center (blue
line) and in the RSP (green line) are superimposed in
(B). In addition, the Ca2+ profile averaged over
the first micrometer under the membrane is shown in red. This
approximately corresponds to confocal recordings of Ca2+ in
the cell periphery. Panel (C) shows the time course of the
Ca2+ concentration averaged over the entire cell. The
simulated Ca2+ influx, corresponding to the L-type
Ca2+ current in Fig. 1, is illustrated in (D).
The Ca2+ concentration changes were also visualized as
line-scans (E) and as surface plots (G). From the
line-scan image the time course traces and the Ca2+
concentration profile at 100 ms (F) were extracted and
colored according to the respective symbols. Panel (H) was
computed by convolving a simplified confocal point-spread function with
the image shown in (E). This mimicks the limited optical
resolution present in experimental data (compare with Fig. 1
E).
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The good agreement between the theoretical and the experimental data
suggested that the model, as implemented, correctly described the
subcellular Ca2+ signaling in atrial myocytes. Furthermore,
these quantitatively correct results provided an opportunity to examine
and better understand how different model parameters beyond the
experimentally accessible limits might influence the spatial and
temporal characteristics of the Ca2+ transients.
Exploring the parameter space
Accessible volume fraction
The subcellular aqueous volume accessible to Ca2+
represents an important but not precisely known scaling factor for the
amplitude of the Ca2+ signals. In the next set of
simulations we sought to determine the role of the accessible volume
fraction. The spatial and temporal Ca2+ concentration
changes calculated in response to the L-type Ca2+ current
(Fig. 2 D) for an accessible volume fraction of ~70% are
shown in Fig. 3 A (compare with Fig. 2 G where
Vacc ~ 50%). A subcellular aqueous
volume of 70% assumes that 1) the nuclei are accessible for
Ca2+; 2) the mitochondria are not accessible for
Ca2+; 3) the SR is accessible for Ca2+, i.e.,
SR Ca2+ release channels are open and Ca2+
would even be able to go backward into the SR during the cytosolic Ca2+ transient; and 4) the myofilament space contains 75%
water. The local Ca2+ transients obtained for
Vacc ~70% (solid lines) and those
for a volume of 50% (dashed lines) are superimposed in Fig.
3 B. The Ca2+ U-profiles at 100 ms can be
compared in Fig. 3 C. These
model results reveal that the increased accessible volume fraction
reduces cytosolic Ca2+ concentrations in all simulated
cytosolic layers, as expected. Variable scaling of the cell length
allowed us to keep the cylindrical cell shape, the diameter, and the
total buffer capacity of the model cell constant, while simulating
different accessible volumes. For numerical simulations of different
concentrations for calmodulin, troponin C, and Fluo-3, see below.

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FIGURE 3
Effects of changes in the accessible volume fraction
and buffer mobility. Different estimates of the accessible volume
fraction are compared in (A-C). (A) The surface
plot obtained for an accessible volume of 70% of the total cell volume
(compare also with Fig. 2 G, where accessible volume was
50%). In (B) Ca2+ profiles are shown for the
cell center (blue), restricted space (green), and
periphery (red). (C) The Ca2+ profile
at 100 ms. These signals are compared with those from a volume of 50%
(dashed lines in (B) and (C)). In
panels (D-F) we illustrate the effect of buffer mobility.
Panel (D) represents a surface plot when all buffers remain
stationary (compare with Fig. 2 G, where Fluo-3 and
calmodulin were mobile). (E) and (F) allow a
quantitative comparison of the effects of buffer mobility. The
color-coding is identical to (B) and (C). The
Ca2+ signal in the center is dramatically slowed down while
the Ca2+ concentration in the restricted space reaches much
larger values when the buffers are immobilized.
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Buffer mobility
A number of theoretical and experimental studies (Zhou and Neher,
1993
; Wagner and Keizer, 1994
; Jafri and Keizer, 1995
; Gabso et al.,
1997
; Baylor and Hollingworth, 1998
; Jiang et al., 1999
; Tang et al.,
2000
) suggest that mobile buffers tend to increase the diffusion of
Ca2+ while the stationary buffers retard Ca2+
transport in the cell. The conjecture made in the present model, that
the endogenous calmodulin and the exogenous Fluo-3 are mobile Ca2+ buffers, allowed us to examine how the mobility of
these buffers would affect the Ca2+ dynamics in atrial
myocytes. Fig. 3 D shows a simulation in which all
Ca2+ buffers were made stationary. It is striking that
under these conditions Ca2+ only diffused slowly to the
center of the cell and essentially remained near the cell membrane
during the analyzed interval, resulting in a high local
Ca2+ concentration in the RSP (compare with Fig. 2
G, where Fluo-3 and calmodulin were mobile with
D
= 100 µm2
s
1 and D
= 25 µm2 s
1).
Fluo-3 concentration
The inclusion of the Ca2+ indicator Fluo-3 in the
model provided a possibility to examine and analyze how different
Fluo-3 concentrations would affect the Ca2+ signals in
atrial myocytes. For this purpose Ca2+ signals arising from
influx via L-type Ca2+ current were simulated for Fluo-3
concentrations ranging from 0 µM to 1600 µM. The surface plots in
Fig. 4, A-C
reveal that the Ca2+ indicator has a pronounced effect on
the Ca2+ mobility. In addition, our model results (Fig. 4
D) illustrate that 1) at low concentrations, Fluo-3
accelerates the spread of the Ca2+ signal toward the center
because the CaFLUO complex carries a sizeable amount of
Ca2+; 2) at concentrations above ~50 µM, Fluo-3
suppresses the Ca2+ signal in the center because the
buffering capacity of the Ca2+ indicator dye becomes
dominant. The calculated Ca2+ concentrations at 100 ms
versus different Fluo-3 concentrations in the RSP (red),
periphery (green), and the cell center (blue), and for the averaged concentration (black) are shown in Fig.
4 E.

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FIGURE 4
Effect of Fluo-3 concentration, ATP concentration, and
presence of phospholipids on the sarcolemma. Surface plots were
constructed from simulations with different concentrations of the
mobile Ca2+ buffer Fluo-3 (A, 0 µM;
B, 30 µM; C, 400 µM). The time course of the
Ca2+ concentration in the center of the cell is illustrated
in (D) for Fluo-3 concentrations from 0 µM to 1600 µM.
Two effects of Fluo-3 become apparent: 1) at low concentrations, Fluo-3
accelerated the Ca2+ signal in the cell center because it
carries bound Ca2+ while it diffuses; 2) at high
concentration, the Ca2+ signals are suppressed because the
buffering capacity of Fluo-3 dominates. This is also evident in
(E) where the Ca2+ concentration at 100 ms is
shownat various Fluo-3 concentrations for the restricted space
(red), the periphery (green), the average
(black), and the cell center (blue). In the
center, the dual effect of Fluo-3 leads to low Ca2+ at both
low and high Fluo-3 concentrations. Panels (F-G) show the
effect of the mobile Ca2+ buffer ATP in the absence of
Fluo-3. Panel (F) allows a quantitative comparison of the
effect of ATP. Panel ( |
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