Vol. 284, Issue 1, H372-H384, January 2003
Electrical remodeling of the epicardial border zone in the
canine infarcted heart: a computational analysis
Candido
Cabo1,2,3 and
Penelope A.
Boyden1,2
1 Department of Pharmacology and
2 Center for Molecular Therapeutics, College of
Physicians and Surgeons of Columbia University, New York 10032; and
3 Department of Computer Systems, New York City
College of Technology, City University of New York, New York, New York
11201
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ABSTRACT |
The density
and kinetics of several ionic currents of cells isolated from the
epicardial border zone of the infarcted heart (IZs) are markedly
different from cells from the noninfarcted canine epicardium (NZs). To
understand how these changes in channel function affect the action
potential of the IZ cell as well as its response to antiarrhythmic
agents, we developed a new ionic model of the action potential of a
cell that survives in the infarct (IZ) and one of a normal epicardial
cell (NZ) using formulations based on experimental measurements. The
difference in action potential duration (APD) between NZ and IZ cells
during steady-state stimulation (basic cycle length = 250 ms) was
6 ms (156 ms in NZ and 162 ms in IZ). However, because IZs exhibit
postrepolarization refractoriness, the difference in the effective
refractory period (ERP), calculated using a propagation model of a
single fiber of 100 cells, was 43 ms (156 ms in NZ and 199 ms in IZ).
Either an increase in L-type Ca2+ current (to simulate the
effects of BAY Y5959) or a decrease of both or either delayed rectifier
currents (e.g., to simulate the effects of azimilide, sotalol, and
chromanol) had significant effects on NZ ERP. In contrast, the effects
of these agents in IZs were minor, in agreement with measurements in
the in situ canine infarcted heart. Therefore 1) because IZs
exhibit postrepolarization refractoriness, conclusions drawn from APD
measurements cannot be extrapolated directly to ERPs; 2)
ionic currents that are the major determinants of APD and the ERP in
NZs are less important in IZs; and 3) differential effects
of either BAY Y5959 or azimilide in NZs versus IZs are predicted to
decrease ERP dispersion and in so doing prevent initiation of
arrhythmias in a substrate of inhomogeneous APD/ERPs.
computer model; infarction; postrepolarization refractoriness; antiarrhythmic drugs
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INTRODUCTION |
SUSTAINED VENTRICULAR
TACHYCARDIA (VT) can be induced by electrical stimulation in the
canine heart 4-5 days after ligation of the left anterior
descending coronary artery, during infarct healing. Reentrant circuits
causing VT are located in a thin layer of epicardial cells that survive
the infarct, the epicardial border zone (EBZ) (7). Action
potential measurements on multicellular preparations isolated from the
EBZ showed electrical (14, 31) and structural
abnormalities (31).
Action potential duration (APD) is similar in EBZ and normal
myocardium, but EBZ myocardium has a longer effective refractory period
(ERP) as a result of postrepolarization refractoriness (14, 17,
31). During acute myocardial ischemia, the ionic mechanism of postrepolarization refractoriness is thought to be due to
delayed recovery of the sodium channel, which results from an elevated
extracellular K+ concentration
([K+]o) (29). However, during
the healing phase of infarction, it is not known whether this same
mechanism can explain postrepolarization refractoriness in EBZ
myocardium. Modulation of ERPs by class III antiarrhythmic drugs also
differs in normal and EBZ myocardium. For example, drugs that increase
L-type Ca2+ channel current (ICaL)
or decrease the delayed rectifier currents prolong the ERP in normal
myocardium but not in EBZ myocardium (5, 28). The ionic
mechanism of this differential response is uncertain but is likely to
play a role in how those drugs prevent VT.
Recent measurements of ionic currents in myocytes dispersed from the
EBZ (IZ cells) have demonstrated that the function of several currents
is modified, a process referred to as electrical remodeling
(21). To better understand how changes in ion channel function affect the action potential and refractory period of cells
that survive the infarct, as well as their response to antiarrhythmic agents, we formulated computer ionic models of the action potential of
a normal cell (NZ) and an IZ cell based on experimental data.
Glossary
| APA |
Action potential amplitude
|
| APD |
Action potential duration
|
| APD90 |
APD at 90% repolarization
|
| BCL |
Basic cycle length
|
| Cm |
Membrane capacitance
|
| [Ca2+]i |
Intracellular Ca2+ concentration
|
| [Ca2+]o |
Extracellular Ca2+ concentration
|
| d |
Activation gate of the L-type Ca2+ channel
|
d |
Steady state of activation gate of the L-type Ca2+ channel
|
| EX |
Nernst potential of ion X
|
| EBZ |
Epicardial border zone
|
| ERP |
Effective refractory period
|
| f |
Fast inactivation gate of the L-type Ca2+ channel
|
f |
Steady state of fast inactivation gate of the L-type Ca2+
channel
|
| fCa |
Ca2+-dependent inactivation gate of the L-type
Ca2+ channel
|
| fs |
Slow inactivation gate of the L-type Ca2+ channel
|
| F |
Faraday's constant
|
| gi |
Maximum conductance of channel i
|
| h |
Fast inactivation gate of the Na+ channel
|
| ICa |
Ca2+ current
|
| ICab |
Background Ca2+ current
|
| ICaL |
L-type Ca2+ channel current
|
| ICaL,Ca |
Ca2+ current through the L-type Ca2+ channel
|
| ICaL,K |
K+ current through the L-type Ca2+ channel
|
| ICaL,Na |
Na+ current through the L-type Ca2+ channel
|
| ICaT |
T-type Ca2+ channel current
|
| Iion |
Total ionic current
|
| IK1 |
Inward rectifier K+ current
|
| IKp |
Plateau K+ current
|
| IKr |
Rapid component of the delayed rectifier K+ current
|
| IKs |
Slow component of the delayed rectifier K+ current
|
| Im |
Total transmembrane current
|
| INab |
Background Na+ current
|
| InsCa |
Nonspecific Ca2+-activated current
|
| INa |
Na+ current
|
| INaCa |
Na+/Ca2+ exchanger current
|
| INaK |
Na+-K+ pump current
|
| IpCa |
Ca2+ pump current in the sarcolemma
|
| Ist |
Externally applied stimulus current
|
| Ito |
Transient outward K+ current
|
| Itot |
Total transmembrane current
|
| IPI |
Interpulse interval
|
| IZ |
Epicardial border zone of the infarcted heart
|
| j |
Slow inactivation gate of the Na+ channel
|
| JSR |
Junctional sarcoplasmic reticulum
|
kl |
Steady state of the inactivation gate of IK1
|
| KCa |
Half-saturation concentration of the L-type Ca2+ channel
|
| [K+]i |
Intracellular K+ concentration
|
| [K+]o |
Extracellular K+ concentration
|
| m |
Activation gate of the Na+ channel
|
| [Na+]i |
Intracellular Na+ concentration
|
| [Na+]o |
Extracellular Na+ concentration
|
| NSR |
Nonjunctional sarcoplasmic reticulum
|
| NZ |
Epicardium from a noninfarcted area of the heart
|
| pCa |
Permeability of the L-type Ca2+ channel to Ca2+
|
| pK |
Permeability of the L-type Ca2+ channel to K+
|
| pNa |
Permeability of the L-type Ca2+ channel to Na+
|
| R |
Gas constant
|
| riK |
Time-independent inactivation gate of IKr
|
| Ri |
Intracellular resistance
|
| RP |
Resting membrane potential
|
| Sv |
Surface-to-volume ratio
|
| t |
Time
|
| T |
Absolute temperature
|
| V0.5 |
50% Activation voltage
|
| Vc |
Conditioning voltage
|
| Vm |
Transmembrane potential
|
| VT |
Ventricular tachycardia
|
| xr |
Activation gate of the rapid component of IKr
|
| xs |
Activation gate of the slow component of IKs
|
| X |
Ca2+, Na+, or K+
|
| zX |
Valence of ion X
|
i |
Opening rate constant of gate i
|
i |
Closing rate constant of gate i
|
X |
Activity coefficient of ion X
|
d |
Time constant of activation gate of the L-type Ca 2+
channel
|
f |
Time constant of the fast inactivation gate of the L-type Ca
2+ channel
|
 |
METHODS |
Single Cell Model
In the single cell model, the differential equation describing
the changes in transmembrane potential (Vm) is
where Cm is the membrane capacitance (1 µF/cm2) and Itot is the total
transmembrane current. The currents that contribute to
Itot depend on many factors, including the
species, type of cell (atria, Purkinje, ventricle), and whether the
cells are isolated from healthy or diseased hearts. To model the cells
that survive in the EBZ (IZs), we included the following currents in
Itot
The major currents that determine the action potential of cells
isolated from the canine left ventricular epicardium have been measured
in both normal and infarcted hearts (1, 12, 17, 21, 24,
25). These currents include the Na+ current
(INa), ICaL, transient
outward K+ current (Ito), delayed
rectifier K+ currents (IKr and
IKs), inward rectifier K+ current
(IK1), and Na+/Ca2+
exchanger current (INaCa). The currents were
formulated by fitting mathematical functions to voltage-clamp
experimental measurements following the Hodgkin-Huxley formalism and
incorporated in the model. The model also includes currents that have
not been completely characterized in IZs (IKp,
INaK, InsCa,
IpCa, ICab, and INab). Therefore, for this study, we adopted the
formulation proposed by Luo and Rudy (18). Such an
approach has been used in modeling the human ventricle
(22) and midmyocardial dog ventricle action potential
(34). The complete set of equations of previously unreported ionic currents is provided in the APPENDIX.
Ist is an externally applied stimulus current.
In our simulations, the stimulus current is a square wave with duration
of 1 ms and a strength twice the diastolic threshold. To measure APA
and dV/dtmax in the model of an
isolated cell, the strength of the stimulus was adjusted so that the
latency between the end of the stimulus and the time at which
dV/dtmax occurred was ~1 ms
(17). To estimate the value of time constants at 37°C
from experimental values obtained at room temperature, we used a
Q10 of 3 (18). While the cell capacitance of
IZs is larger than that of NZs, there is no significant difference in
the geometry (length and radius) of the two types of cells
(17). Therefore, the cell geometry proposed by Luo and
Rudy (18) was used for both NZs and IZs. In the
computations, the extracellular ionic concentrations are
[Na+]o = 140 mM,
[K+]o = 4 mM or 5.4 mM as indicated, and
[Ca2+]o = 2 mM. Initial intracellular
ionic concentrations are [Na+]i = 10 mM,
[K+]i = 145 mM, and
[Ca2+]i = 0.00012 mM and were
dynamically updated (18). The stimulus current is assumed
to carry K+ (11, 13).
Na+ current.
INa was formulated from whole cell voltage-clamp
measurements of Na+ current reported by Pu and Boyden
(24) using one activation gate (m) and two
inactivation gates (h and j), similar to the formulation used in the Luo-Rudy model. To estimate the magnitude of
the shift of steady-state inactivation relations with temperature (19), we used measurements of INa
availability obtained from action potential
dV/dtmax performed on single cells at
37°C (17). The three main differences measured
experimentally between INa in NZ and IZ cells
are reproduced in the model. First, steady-state inactivation of
INa is shifted between 5 and 10 mV in the
hyperpolarizing direction for IZs (in the model,
V0.5 is
59 mV in NZ and
66 mV in IZ cells;
Fig. 1A). Second,
INa recovery from inactivation is not only
slower in IZ cells but also exhibits a lag before the onset of recovery
(Fig. 1B) (17, 24). To reproduce the lag, the
slow inactivation gate (j) was raised to the second power in
IZs (see the APPENDIX). There are no differences in
INa activation between NZ and IZ cells. Third,
measured INa density is reduced in IZs. The
hyperpolarizing shift of the IZ steady-state inactivation curve results
in a reduction in current density in IZs that is similar to the
reduction that has been measured experimentally (see
RESULTS). Therefore, we used the same maximum
gNa of 20 mS/cm2 for both NZ and IZ
cell models.

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Fig. 1.
A: steady-state inactivation of
INa (h ) versus
conditioning voltage (Vc) in the NZ and IZ
models. Note that the curve is shifted in IZ cells in the
hyperpolarizing direction. B: recovery from inactivation of
INa in the NZ and IZ models. The amplitude of
INa at each IPI was normalized to value at
IPI = 200 ms. The pulse protocol is shown in the inset.
Calculations were performed at 37°C, with
[Na+]o = 140 mM and
[Na+]i = 10 mM. See Glossary
for abbreviations.
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Ca2+ currents.
ICaL was formulated using the constant-field
equation, the same approach used by Luo and Rudy (18).
Voltage dependence of activation and inactivation were formulated from
voltage-clamp measurements reported by Aggarwal and Boyden (1,
2). The three main differences measured experimentally between
the ICaL in NZ and IZ cells are reproduced in
the model using similar voltage-clamp protocols. First, peak
ICaL density is reduced by ~50% in IZs compared with NZs, and this reduction is not associated with changes in
steady-state activation or deactivation and may indicate a decrease in
the number of functional channels (1, 2). Consequently, the maximum conductance of the L-type Ca2+ channel (and
corresponding permeabilities) was reduced by 50% in the IZ model (Fig.
2A). Second, the decay of peak
ICa,L is faster in IZs versus in NZs. Therefore,
f in the IZ model was one-half the value in
the NZ model (Fig. 2B). Third, experimental results suggest
a slowed recovery from inactivation of the L-type Ca2+
channel in IZ cells (1). The time constant of recovery was 50% larger in IZs than in NZs, although, due to variability, this difference was not significant. Furthermore, a significant
frequency-dependent reduction of the ICaL peak
was measured in IZ cells. Therefore, we used a slow inactivation gate
(fs) to implement the slower recovery from
inactivation measured in IZ cells. Finally, because no information is
available on calcium-induced inactivation of the channel, we used the
implementation proposed by Luo and Rudy (18) for both IZ
and NZ cells.

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Fig. 2.
Simulated ICa calculated by removing
calcium-induced inactivation (fCa = 1) to
show voltage-dependent activation and inactivation of
ICaL. A: ICaL
in the absence of calcium-induced inactivation in the NZ and IZ models.
B: same ICaL as in A
normalized to the peak to illustrate different time constants of decay.
The pulse protocol is shown in the inset. Calculations were
performed at 37°C, and [Ca2+]o = 2 mM.
See Glossary for abbreviations.
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ICaT was not included in either model
because it was absent in the majority of the myocytes isolated from the
epicardial border. Additionally, when ICaT was
measured, there was no difference between NZ and IZ cells
(1).
Transient outward K+ current.
Several computer models of Ito have been
proposed (8, 9, 22, 34). Because the model of
Ito proposed by Priebe and Beuckelmann
(22) for human ventricular cells fits well the
experimental measurements of Ito in canine
epicardium (17), we adopted their formulation to model
Ito in the NZ model. Most IZ cells lack
Ito (17); therefore,
Ito was not included in the IZ model.
Delayed rectifier K+ currents.
IKr and IKs were
formulated from measurements of cells from normal canine epicardium by
Liu and Antzelevitch (16) and Jiang et al.
(12). The formulation is similar to the one used by
Sanguinetti and Jurkiewicz (27) and Priebe and Beuckelmann
(22). The three main differences measured experimentally
between the delayed rectifier currents in NZ and IZ cells
(12) are reproduced in the model using similar
voltage-clamp protocols. First, the current density of
IKr is reduced in IZ cells to 30% of the value
in NZ cells, and the current density of IKs is
reduced in IZ cells to 20% of the value in NZ cells. Second, there is
an acceleration of IKr activation in IZ cells
compared with NZ cells. Third, there is an acceleration of
IKs deactivation in IZs compared with NZs.
Inward rectifier K+ current.
To model IK1 in NZ cells, we used the
formulation proposed by Winslow et al. (34), which is
based on canine midmyocardial myocytes and fits well with experimental
measurements in epicardial myocytes (21). To simulate
IK1 in the IZ cell model, the rectification of
the channel was modified to simulate the reduced total membrane current
measured in IZ cells either during ramp or clamp protocols (17,
21). Rectification is controlled by the parameter
kl
in the equations to model
IK1 (see the APPENDIX). As a result,
IK1 density is smaller in IZ cells than in IZ
cells. In NZ cells at
60 mV, IK1 density is
~2.5 pA/pF, whereas in IZ cells it is ~1.5 pA/pF.
Na+/Ca2+
exchanger current.
We use the same formulation proposed by Luo and Rudy
(18) because that formulation reproduces the experimental
results obtained in NZ cells (25). The formulation of the
Na+/Ca2+ exchanger in IZ cells was identical to
that used for NZ cells because no differences were found experimentally
even under different [Na+]i loads
(25).
Intracellular calcium handling.
Simulation of intracellular calcium handling in NZ cells is identical
to the formulation by Luo and Rudy (18). In the IZ cell
model, the value of the time constant for the translocation between the
NSR and JSR was increased to 300 ms (from 180 ms in NZ cells). With
these values, the first intracellular calcium transient after a 3-s
rest is potentiated in IZ cells to a larger extent than in NZ cells, as
was measured experimentally by Licata et al. (15).
Propagation Model
To compute how ionic current changes in IZ cells affect the
refractory period and conduction velocity, we implemented a propagation model. Despite the complexity of the cardiac structure, the response of
a cardiac fiber to electrical stimulation and propagation can be
accurately modeled by the cable equation (6, 33). Each cell is considered isopotential, and cells are connected by resistors that represent both the electrical resistance of gap junctions and the
intracellular resistance of the cytoplasm. The value of the
intracellular resistivity has been measured experimentally (6). The fiber model consisted of an array of 100 cell
elements. Assuming that both the intracellular and extracellular spaces are continuous, the governing equation can be expressed as
where Im is the total transmembrane
current (in µA/cm2), Sv is the
surface-to-volume ratio of the preparation (2,000 cm
1),
Ri is the intracellular resistance (0.5 k
· cm), Vm is the transmembrane current (in mV), Iion is the ionic
current (in µA/cm2), and Cm is the
specific capacitance (1 µF/cm2). The governing
equation was integrated using the semi-implicit Crank-Nicholson method
with a time step of 10 µs and a space step of 100 µm. Neumann
boundary conditions were used at the ends of the fiber. For the
calculation of ERPs, we used a train of 10 basic stimuli with
S1S1 = 250 ms followed by a premature
stimulus, S2. The maximum S1S2
coupling interval that failed to initiate a propagated response was
defined as the ERP. The stimulus current of S1 and
S2 was a square wave with a duration of 1 ms and a strength twice the diastolic threshold.
 |
RESULTS |
Action Potentials of NZ and IZ Cells: the Effects of
[K+]o
Figure 3A shows
stimulated action potentials generated with the NZ and IZ cell models
(BCL = 1,000 ms) when [K+]o = 4 mM.
The shape of the NZ epicardial action potential shows the
characteristic spike and dome. The IZ model reproduces well the loss of
plateau observed experimentally in the triangularly shaped action
potentials of IZs (17, 31). Table
1 compares the values of the RP, APA,
APD90, and dV/dtmax in NZ
and IZ cells for [K+]o = 4 mM. RP is
unchanged and APA is reduced by 9% in IZ cells. Computed values of APA
are within 10% of those measured experimentally. APD90 is
~50 ms longer in IZs than in NZs, similar to measurements in isolated
cells. Because of the 26% decrease in the peak
INa in IZ cells, the maximum rate of
depolarization is reduced by 30% in IZ cells [experimentally, the
observed reduction was ~45% (17)]. This reduction in
INa is due to a shift in the steady-state inactivation curve in the hyperpolarizing direction (Fig.
1A) (17, 24), which leads to a reduced value of
the h gate at the RP and immediately after stimulation.

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Fig. 3.
Simulated action potential of a single cell in the NZ and
IZ models at BCL = 1,000 ms. A:
[K+]o = 4 mM; B:
[K+]o = 5.4 mM.
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APD90 measured in multicellular preparations isolated from
the EBZ are considerably smaller than those reported in isolated cells
(21, 31). Also, APD90 in IZ cells is similar
or even shorter than APD90 in NZ cells (21,
31). To investigate whether a higher
[K+]o in the multicellular preparations
explains the experimental differences, we calculated the action
potentials in NZs and IZs when [K+]o = 5.4 mM and BCL = 1,000 ms (Fig. 3B). APD90
of NZs and IZs is shorter at [K+]o= 5.4 mM
than at [K+]o = 4 mM, and their
differences are reduced (Table 1). The results of Fig. 3 suggest that
the [K+]o in multicellular preparations is
higher than 4 mM. Because we are interested in characterizing the model
to simulate what is most likely to occur in multicellular preparations,
we used a [K+]o = 5.4 mM for all the
following simulations.
The loss of plateau during the IZ action potential is in part (see
Repolarizing Currents During the Action Potential in NZ and IZ
Cells: Importance of IK1 and INaCa in IZ
Cells) due to decreased ICaL in IZ cells
(Fig. 4A). The peak of the
calcium transient during the action potential is reduced in IZs with
respect to NZs. Calcium transients decay more slowly from their peak to the diastolic value in IZs, in agreement with experimental measurements (Fig. 4B) (25).

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Fig. 4.
A: ICaL during the action
potentials of Fig. 3B in the NZ and IZ models. B:
[Ca2+]i transient during the action potential
in the NZ and IZ model. BCL = 1,000 ms. Arrows indicate the time
of repolarization to APD90.
[K+]o = 5.4 mM. (Note that at BCL = 1,000 ms, APD90 is about the same in the NZ and IZ models;
see Fig. 7.) See Glossary for abbreviations.
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Repolarizing Currents During the Action Potential in NZ and IZ
Cells: Importance of IK1 and INaCa in IZ
Cells
Figure 5 shows the delayed rectifier
currents (IKr and IKs),
IK1, and INaCa during the
action potential in NZ (dotted lines) and IZ (solid lines) cells at a
BCL = 1,000 ms. As expected from single cell measurements
(12), IKr and
IKs are dramatically reduced during the IZ
action potential compared with NZs (Fig. 5, A and
B). Note also that for both NZs and IZs,
IKr is larger than IKs
for the duration of the action potential, indicating that
IKr plays a more important role in
repolarization than IKs.

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Fig. 5.
Repolarizing currents in the NZ and IZ models during the action
potentials of Fig. 3B. A:
IKr; B: IKs;
C: IK1; D:
INaCa. BCL = 1,000 ms. Arrows indicate the
time of repolarization to APD90.
[K+]o = 5.4 mM. See Glossary
for abbreviations.
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Not all ionic currents are reduced in IZs. In contrast to delayed
rectifier currents, IK1 and
INaCa are not dramatically altered in IZs (Fig.
5, C and D) (21, 25). However, note
that despite having an identical formulation for NZ and IZ cells
(25), during the first 50 ms of the action potential,
INaCa is larger in IZ cells than in NZ cells
(Fig. 5D). This is a consequence of the dynamic voltage
changes occurring during the action potential. Because the
delayed rectifier currents are reduced in IZ cells and
IK1 and INaCa are not, it
is expected that these latter currents gain in importance during the
time course of repolarization of the action potential in IZs.
To further illustrate the relative contribution of the different
repolarizing currents in IZ and NZ cells, Fig.
6 shows Ito, IKr, IKs,
IK1, IKp, and
INaCa in the same plot. In NZs (Fig.
6A), during the first 50 ms of the action potential,
repolarization is dominated by Ito, which is
orders of magnitude larger than other repolarizing currents. After the
first 50 ms, repolarizing currents are of similar magnitude and,
therefore, all play a significant role in action potential
repolarization. In IZs (Fig. 6B), during the first 100 ms of
the action potential, IKp and
INaCa are large relative to the delayed
rectifier currents (note that Ito is absent in
IZs) and dominate repolarization. Earlier, we discussed that the loss
of plateau in IZ cells is caused in part by the diminished ICaL (Fig. 4B). From Fig.
6B it is now evident that a large
INaCa (repolarizing) current during the first
100 ms of the action potential also contributes significantly to the
time course of early repolarization and the subsequent loss of the
plateau phase in the action potential of IZ cells.

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Fig. 6.
Relative magnitudes of repolarizing currents during the
first 100 ms of action potentials of Fig. 3B. A:
NZ model; B: IZ model. BCL = 1,000 ms.
[K+]o = 5.4 mM. See Glossary
for abbreviations.
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In summary, currents that are critical to the repolarization of NZ
action potentials, like the delayed rectifier currents, are not as
critical to the repolarization of IZs. Because delayed rectifier
currents are diminished by both disease and action potential dynamics,
time-independent currents (IKp,
IK1, and INaCa) gain importance in the repolarization process of IZs.
Rate Adaptation of APD: Importance of ICaL
Figure 7 shows that APD in both NZ
(A) and IZ (B) cells decreases as the BCL
decreases from 1,000 to 200 ms (C). Note that while at
pacing rates such as those of sinus rhythm (BCLs of 500 and 1,000 ms),
APDs in NZs and IZs are similar: the differences in APD increase as the
BCL is decreased to that of sustained VT (e.g., 13% difference at
BCL = 200 ms).

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Fig. 7.
Rate adaptation of the APD. A: superimposed
action potentials at BCLs = 1,000, 500, and 200 ms in the NZ
model. B: superimposed action potentials at BCLs = 1,000, 500, and 200 ms in the IZ model. C: APD90
at different cycle lengths (BCL) in the NZ ( ) and IZ
( ) models. [K+]o = 5.4 mM. See Glossary for abbreviations.
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The mechanism of APD rate adaptation differs in NZ and IZ cells. Figure
8A shows
IKs (left),
ICaL (middle), and
IKr (right) of an NZ cell when
stimulated at a BCL = 500 (dotted lines) or 200 ms (solid lines).
Note that in NZs, IKs increases with a decrease in BCL particularly during the initial 100 ms of the action potential (Fig. 8A, left). A larger repolarizing current at
shorter cycle lengths suggests an important role of
IKs in APD rate adaptation. At shorter BCLs,
IKs is incompletely deactivated, resulting in an
abrupt increase in IKs when the NZ cell is next
depolarized (IKs "accumulation"). However,
IKs is not the only current that plays a role in
APD rate adaptation in NZ cells. In the NZ model, peak as well as
sustained ICaL decreases at short BCLs (Fig.
8A, middle) because the channel has only
partially recovered from inactivation between stimuli. Thus a decreased
ICaL contributes to the decrease in APD at short
BCLs in NZ cells. Finally, IKr is larger during
the initial 100 ms of the action potential at shorter BCL (Fig.
8A, right) and therefore also contributes to APD
rate adaptation in NZs. The decrease in depolarizing
ICaL at the shorter BCL outweighs the increase
in repolarizing delayed rectifier currents, and, therefore,
ICaL is largely responsible for APD rate
adaptation in NZs.

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Fig. 8.
Ionic currents during the action potential at BCL = 500 and 200 ms. A: IKs
(left), ICaL (middle), and
IKr (right) at BCL = 200 and 500 ms in the NZ model. B: IKs
(left), ICaL (middle), and
IKr (right) at BCL = 200 and 500 ms in the IZ model. The two arrows indicate the time of repolarization
to APD90 at the two different BCLs.
[K+]o = 5.4 mM. See text for more
details. (Note different y-axis scales.)
|
|
The mechanism of APD rate adaptation in IZs differs markedly. Figure
8B shows IKs (left),
ICaL (middle), and
IKr (right) when an IZ cell is
stimulated with BCL = 500 (dotted lines) and 200 ms (solid lines).
Note that unlike NZs, IKs is smaller at the shorter BCLs in IZs. A small IKs would tend to
increase APD at faster rates, and, therefore, it seems does not play a
role in IZ APD rate adaptation (as seen in Fig. 7C).
IKs has no accumulation in IZs at short BCLs due
to the acceleration of deactivation kinetics in IZs (12).
On the other hand, except for the initial 10 ms, ICaL is decreased at short BCLs (Fig.
8B, middle) because the channel has only
partially recovered from inactivation between stimuli. Finally,
somewhat similar to NZs, IKr is large during the
initial 100 ms of the action potential at shorter BCL in IZs (Fig.
8B, right) and therefore contributes to APD rate
adaptation. However, overall and as it occurred in NZs, the decrease in
a depolarizing current outweighs the increase in
IKr, and, therefore, ICaL
plays an important role in rate adaptation of APD in IZ cells.
In summary, while in NZ cells, IKs,
IKr, and ICaL all
contribute to shortening of the action potential at short cycle
lengths; only a weak IKr and
ICaL are responsible for modest shortening in IZ cells.
Conduction Velocity in NZ and IZ Cells in Steady-State Conditions
To quantify conduction velocity in the NZ and IZ models, we
implemented one-dimensional fibers of normally coupled NZ and IZ cells.
In single cells, the maximum rate of depolarization of the action
potential in NZs is larger than that of IZs (Table 1) due to
the large INa of NZs (see Action
Potentials of NZ and IZ Cells: the Effects of
[K+]o).
The maximum rate of depolarization is also larger in NZs (179 mV/ms) versus IZs (106 mV/ms) during propagation when cells are coupled
in a fiber. As expected, for both cell models, the depolarization rates
calculated during propagation in the fiber are smaller than those
calculated in the single cell. Moreover, the conduction velocity of a
stimulated beat (BCL = 250 ms) in the homogeneous NZ fiber (50 cm/s) was faster than that of the IZ fiber (39 cm/s). The 22%
reduction in conduction velocity in the IZ fiber is a result of the
reduced availability of INa in IZs.
Increased ERP due to Postrepolarization Refractoriness in IZ Cells
At BCL = 250 ms, APD is 6 ms longer in IZ cells
versus NZ cells (Fig. 7C). We have speculated that the
changes in INa kinetics in IZs could result in
postrepolarization refractoriness (24). If this were the
case, differences in ERP of an NZ and IZ cell would be larger
than differences in APD. To test whether the altered INa in IZs results in postrepolarization
refractoriness, we calculated the ERP in one-dimensional fibers of
normally coupled NZ and IZ cells. Stimulation occurred at one end of
the fiber, and propagation was sampled at various cells in the fiber
(Fig. 9).

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Fig. 9.
ERPs in a propagation model of NZ (A) and IZ
(B) cells (S1S1 = 250 ms).
Top: premature impulse at coupling interval
S1S2 that does not propagate;
bottom: premature impulse at the
S1S2 interval that propagates along the fiber.
Action potentials were initiated by electrical stimulation at one end
of the fiber. Action potentials were calculated at the stimulation site
(a), 2.5 mm from the stimulation site (b), and 5 mm away from the stimulation site (c).
[K+]o = 5.4 mM. See text for more
details.
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Figure 9A shows the last beat of a train of 10 stimuli
at BCL = 250 ms (S1)- and premature impulse
(S2)-initiated action potentials calculated at the
stimulation site (site a) and sites 2.5 (site b)
and 5 mm (site c) away in the NZ fiber. Note that at
S1S2 = 156 ms, no action potential
propagated (Fig. 9A, top). However, a propagated
response was initiated with S1S2 = 157 ms,
indicating an ERP of 156 ms (Figs. 9A, bottom).
Figure 9B shows a similar experiment in IZs. Here, a
propagated response was initiated only when
S1S2
200 ms, well after the end of APD
repolarization, indicating an ERP of 199 ms.
To understand the ionic mechanism of postrepolarization refractoriness
in the IZ fiber, we determined a "membrane responsiveness" curve in
NZs and IZs by applying an S2 at different times after repolarization to
70 mV that coincides with APD90 (Fig.
10A). In the NZ fiber, a
propagated S2 action potential was initiated when the peak
INa reached
66 pA/pF and occurred within 1 ms
after the fiber had repolarized to
70 mV (arrow in Fig.
10A). In the IZ fiber, the first propagating action
potential occurred when the peak INa had reached
50 pA/pF. However, this occurred 40 ms after repolarization (arrow in
Fig. 10A). Even though the INa necessary to initiate a propagated response is smaller in IZs versus
NZs, it took a longer time in the IZ fiber to reach that value. This
may be due to INa slowed recovery from
inactivation in IZ cells (Fig. 1B) (17, 24).

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Fig. 10.
Ionic mechanism of postrepolarization refractoriness.
A: INa of the cell at the stimulation
site (site a in Fig. 9) in a NZ and IZ fiber at different
times after repolarization to 70 mV. (Time 0 represents
the time at which the cell has repolarized to 70 mV.) Arrows indicate
the INa necessary to initiate the first
propagated action potential. B: availability of
INa of a cell at the stimulation site (solid
line) during stimulation at the shortest S1S2
interval that initiates a propagating action potential (dashed line) in
the NZ (top) and IZ (bottom) fiber. See text for
more details.
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|
To further understand the mechanism of postrepolarization
refractoriness, we plotted changes in INa
availability (solid line) during a propagated action potential (dashed
line) initiated with a S1S2 just above the ERP
in an NZ fiber (Fig. 10B, top) and IZ fiber (Fig.
10B, bottom). Availability was calculated as
hj in NZs and as hj2 in IZs. Note
that to initiate a propagated action potential in the IZ fiber,
availability had to reach a higher value than that in the NZ fiber,
indicating that in IZs a larger percentage of the Na+
channels must be recovered from inactivation before propagation. Also,
the time necessary for that to happen is longer in the IZ fiber than in
the NZ fiber.
Differential Response of the Refractory Period of NZ and IZ Cells
to Antiarrhythmic Drugs
From the results depicted in Figs. 4 and 5, we might predict that
the effect of antiarrhythmic agents that prolong APD in normal tissues
(e.g., by decreasing delayed rectifier currents or enhancing
ICaL) may affect IZ cells differently. However,
because IZ cells also exhibit postrepolarization refractoriness, it is difficult to predict how such agents would affect ERPs of IZ cells.
Therefore, we simulated the effects of a 50% increase of
ICaL [to simulate the effects of the calcium
agonist BAY Y5959 (3, 26)] or 100% block of delayed
rectifier currents [simulating the effects of azimilide
(4)] in an NZ and IZ fiber. In our simulations, both
agents prolong the ERP in the NZ fiber by ~15% (Table
2). In contrast, the prolongation of the
ERP in the IZ fiber was only 5%. These results of the computer
simulations are in agreement with experimental measurements in the in
situ canine infarcted heart, which showed that refractory periods are
prolonged to a larger extent in normal myocardium than in the EBZ
(5, 28). The relative contribution of each of the two
components of the delayed rectifier current, IKr
and IKs, to the prolongation of the ERP also
differs in NZs and IZs. The effects of 100% block of
IKr (to simulate the effects of sotalol or
E4031) and 100% block of IKs (to simulate the
effects of chromanol) are shown in Table 2. Whereas the contribution of
IKs and IKr to ERP
prolongation is about the same in NZs, in IZs the contribution of
blocking IKs to ERP prolongation is almost
negligible. In the simulations, the effects of these drugs on
APD90 are similar to the effects observed for ERP (Table
3).
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Table 2.
Simulation of the effect of "drugs" on ERP in NZ and IZ fiber
models during action potential propagation
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Table 3.
Simulation of the effect of drugs on APD90 in NZ and IZ
fiber models during action potential propagation
|
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 |
DISCUSSION |
Repolarizing Currents in NZ Cells
We have shown that in the NZ model, the delayed rectifier currents
contribute modestly to the repolarization of the action potential in
canine epicardial cells, with IKr playing a more important role than IKs. Because the NZ model
was formulated based on measurements of ionic currents in isolated
cells using voltage-clamp steps protocols, it is useful to compare
currents generated during the action potential in the computer model
with currents generated during "action potential-clamp" protocols
in isolated cells.
Gintant (10) and Varro et al. (32)
reported IKr peak values of 0.25-0.5 pA/pF
during action potential-clamp protocols in normal canine ventricular
myocytes. The IKr peak value during a NZ action
potential in the computer model is 0.2 pA/pF (Fig. 5), similar to the
lower end of reported experimental values. Varro et al.
(32) also found that the IKr peak
value is several times greater than the IKs
peak. In the NZ action potential, IKr is about
two times larger than IKs (Fig. 5). Therefore,
in NZs, IKr plays a more prominent role than
IKs in initiation of repolarization (32). This is in contrast with findings in other species,
like the guinea pig, where IKs has a large
magnitude and consequently plays a dominant role in initiation of
repolarization (27).
Gintant (10) measured a IK1
peak value of 1.5 pA/pF during an action potential clamp, whereas the
IK1 peak value in our NZ model is 2 pA/pF. It is
usually thought that repolarization during the phase 2 plateau results
from the activation of the delayed rectifier K+ channels
and that IK1 contributes only to late (phase 3)
repolarization. However, our simulations show that
IK1 and IKr are of
similar magnitude during the phase 2 plateau. Therefore, we suggest
that IK1 plays an important role in both the
early and late phases of repolarization in NZs. Indeed, complete block
of both delayed rectifier currents in the NZ model does not prevent
repolarization of the NZ; it causes only a 15% prolongation of APD
(see azimilide in Table 3). Similarly, experimental studies have shown
that complete block of IKr with E4031 in
isolated cells prolongs APD by only 20%, whereas block of
IKs has a minimal effect on APD (32).
Repolarizing Currents in IZ Cells
One of the key findings of this study is that ionic currents that
are major determinants of repolarization and APD in NZs are less
important in IZs. In NZs, the major repolarizing current during the
first 50 ms of the action potential is Ito (Fig.
6A). Because Ito is not present in
IZs, initial repolarization is now dominated by
INaCa and IKp (Fig.
6B). In NZs, IKr and
IK1 dominate the late phase of repolarization,
with IKs contributing little (see above). In
IZs, delayed rectifier currents are diminished (Fig. 5, A
and B), and, as a result, IK1
dominates the late phase of repolarization in IZs. This is further
confirmed by the minimal APD prolongation in IZs caused by total
blockade of the delayed rectifier currents (Table 3).
This finding has important consequences for the development of
antiarrhythmic agents aimed at the prevention of postinfarction VTs.
Currently, most class III antiarrhythmic drugs are thought to prolong
APD by blocking IKs and/or
IKr. But this categorization appears to hold
true for cells from normal myocardium. If the therapeutic goal is to
prolong APD in IZ cells to prevent arrhythmias, the results of our
computer simulations show that blocking delayed rectifier currents
together or separately will not produce the desired effects. Rather, on
the basis of our results, we suggest that agents aimed at increasing
INaCa and/or reducing IK1
would be effective in prolonging APD in IZs.
Propagation in IZ Cells
Although differences in APD between NZs and IZs are small at
BCL = 250 ms, differences in ERP are much larger as a result of
postrepolarization refractoriness in IZs. During acute myocardial ischemia, the mechanism of postrepolarization refractoriness is the delayed recovery of the sodium channel, which results from an
elevated [K+]o (29). In IZ
cells, the mechanism of postrepolarization refractoriness is also a
delayed recovery from inactivation of the sodium channel; however, this
delayed recovery results from chronic changes in INa function that occur during infarct healing
(24) and not as a result of an elevated
[K+]o. Postrepolarization refractoriness
creates a dispersion of ERPs between NZs and IZs that can contribute,
along with other factors like gap junction remodeling
(20), to the creation of a substrate where reentrant
tachycardias can be initiated. Therefore, treatment of
postrepolarization refractoriness in IZs would be predicted to have an
antiarrhythmic effect in the EBZ.
Electrical mapping studies of the EBZ have shown that there are areas
where conduction velocity is almost normal, whereas in other areas
conduction velocity is very slow (<5 cm/s) (5). The
values of conduction velocity calculated in a fiber of IZ cells are
consistent with measurements in the in situ heart in the areas that
show reasonably normal conduction velocities in the EBZ
(5). Previous computer simulations (30) have
shown that a reduction in peak INa, similar to
the reduction observed in IZ cells, is not sufficient to cause very
slow conduction. Therefore, the very slow conduction occurring in
certain areas of the EBZ may be the result of other factors like gap
junction remodeling (20) in addition to remodeling of the
INa channel.
Effect of Drugs on ERPs and Initiation of VT
BAY Y5959 (a L-type Ca2+ channel agonist) and
azimilide (a delayed rectifier channel blocker) prolong ERPs more in
NZs than in IZs (5, 28). In IZs, some depolarizing
(ICaL) and repolarizing (IKr and IKs) ion
channels are downregulated (with respect to NZs), whereas others are
not (IK1 and INaCa).
Therefore, it is expected that drugs aimed at modulating downregulated
channels would have a smaller effect on ERPs and APDs in IZs versus
that in NZs.
Still, despite a negligible effect on the ERPs of EBZ myocardium, BAY
Y5959 and azimilide have been shown to prevent initiation of VT in the
canine infarcted heart (5, 28). It is possible that the
differential effect of drug action in IZs vs. NZs and a subsequent
decrease in the dispersion of refractory periods in the EBZ contributed
to prevention of VT in the experimental studies. However, in some
experiments, prevention of VT during infusion of BAY Y5959 was
secondary to an effect on cell-to-cell coupling, possibly as a result
of increased intracellular calcium. The latter resulted in conduction
block in areas of the EBZ that were crucial for initiation of VT
(5).
Limitations of the Model
In summary, the development of computer models of both an NZ and
IZ cell has allowed us for the first time to determine how changes in
ion channel function during infarct healing affect important properties
of the action potential and its propagation and modulation by drugs. A
number of factors should be considered when interpreting our results.
Computer models inherently have limitations, because data/parameters
must be selected for modeling, scaled, and estimated. This is often a
consequence of the fact that the experimental data on which the model
are based are recorded under conditions that are not physiological or
that experimental data for a certain current or biological process are
lacking. In the model presented here, background currents,
IKp, and intracellular calcium handling have not
been completely characterized in IZs. As a result of these limitations,
some experimental findings are not fully reproduced by the model. For
example, in the model, the APA is ~10% larger than in the
experiments, and the reduction in the maximum depolarization rate of
the action potential in isolated IZs with respect to NZs is 30% in the
model and 45% in the experiments (17).
Furthermore, cell populations are not uniform. For example, some IZs
cells have a small but measurable ICaT (1,
2) and/or Ito (17), but most
of them do not. Because the goal of this paper is to model a
"typical" IZ cell, we did not included these currents in the IZ
model. Therefore, the propagation model described here treats all cells
as having homogenous electrophysiological properties, which may not
simulate well the intact myocardium. Also, we have not included gap
junction remodeling (20) in the IZ fiber model because it
is unknown at this time what is the functional effect of such a
remodeling. The gap junctions in the propagation model are modeled as
pure resistors, and consequently possible effects of drugs on gap
junctions (5) have not been incorporated in the model.
Future studies are needed to determine the effects of all these factors
on the results and conclusions presented here.
 |
APPENDIX |
Na+ Current
NZ model.
where gNa = 20 mS/cm2.
IZ model.
where gNa = 20 mS/cm2.
L-Type Ca2+ Channel Current
NZ model.
where KCa = 0.0006 mM.
For ion X, where X is Ca2+,
Na+, and K+
where pCa = 0.00030 cm/s,
pK = 0.000000193 cm/s, pNa = 0.000000675 cm/s,
Cai = 1,
Cao = 0.341,
Nai = 0.75,
Nao = 0.75,
Ki = 0.75,
Ko = 0.75, zCa = 2, zK = 1, and zNa = 1.
IZ model.
where KCa = 0.0006 mM.
For ion X, where X is Ca2+,
Na+, and K+
where pCa = 0.00015 cm/s,
pK = 0.0000000965 cm/s,
pNa = 0.0000003375 cm/s,
Cai = 1,
Cao = 0.341,
Nai = 0.75,
Nao = 0.75,
Ki = 0.75,
Ko = 0.75, zCa = 2, zK = 1, and zNa = 1.
Rapid Delayed Rectifier K+ Current
NZ model.
IZ model.
Slow Delayed Rectifier K+ Current
NZ model.
where gKs = 0.068 mS/cm2.
IZ model.
where gKs = 0.0136 mS/cm2.
Inward Rectifier K+ Current
NZ model.
where gK1 = 1.96 mS/cm2.
IZ model.
where gK1= 1.96 mS/cm2.
Constants
In the equations, R is the gas constant (8.314 J · K
1 · mol
1),
T is the absolute temperature (310 K), and F is Faraday's
constant (96,487 C/mol).
 |
ACKNOWLEDGEMENTS |
This study was supported by National Heart, Lung, and Blood
Institute Grants HL-30557 and HL-66140, The Whitaker Foundation, and
Professional Staff Congress-City University of New York Grant 62834-00-31.
 |
FOOTNOTES |
Address for reprint requests and other correspondence: C. Cabo, Dept. of Pharmacology, College of Physicians and Surgeons of
Columbia Univ., 630 West 168th St., New York, NY 10032 (E-mail: cc296{at}columbia.edu).
The costs of publication of this
article were defrayed in part by the
payment of page charges. The article
must therefore be hereby marked
"advertisement"
in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
First published September 19, 2002;10.1152/ajpheart.00512.2002
Received 20 June 2002; accepted in final form 13 September 2002.
 |
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