The Center for Hearing and Balance, Department of Biomedical
Engineering and Department of Otolaryngology, Head and Neck Surgery,
Johns Hopkins University School of Medicine, Baltimore, Maryland
21205-2195 USA
The receptor potential of sensory hair cells arises from
the gating of mechanosensitive cation channels, but its amplitude and
time course also depend on the number and kinetics of voltage-gated ion
channels in each cell. Prominent among these are "BK" potassium channels encoded by the slo gene that support electrical
tuning in some hair cells. Hair cells tuned to low frequencies have
slowly gating BK channels, whereas those of higher-frequency hair cells gate more rapidly. Alternative splicing of the slo gene
mRNA that encodes the pore-forming
subunit can alter BK channel
kinetics, and gating is dramatically slowed by coexpression with
modulatory
subunits. The effect of the
subunit is consistent
with low-frequency tuning, and
mRNA is expressed at highest levels
in the low frequency apex of the bird's auditory epithelium. How might
an expression gradient of
subunits contribute to hair cell tuning?
The present work uses a computational model of hair cell-tuning based
on the functional properties of BK channels expressed from hair cell
and
slo cDNA. The model reveals that a limited
tonotopic gradient could be achieved simply by altering the fraction of
BK channels in each hair cell that are combined with
subunits.
However, complete coverage of the tuning spectrum requires kinetic
variants in addition to those modeled here.
 |
INTRODUCTION |
Some vertebrates use electrical tuning of sensory
hair cells as a filtering mechanism to distinguish different
frequencies of sound. The mechanism was first described in the turtle
(Crawford and Fettiplace, 1980
), and subsequently in amphibia, other
reptiles, birds, and fish (Ashmore, 1983
; Lewis and Hudspeth, 1983
;
Fuchs et al., 1988
; Fuchs and Evans, 1988
; Sugihara and Furukawa,
1989
). Electrical tuning occurs by an interplay between voltage-gated calcium current and potassium current through neighboring large conductance, calcium and voltage-activated potassium (BK) channels (Lewis and Hudspeth, 1983
; Art and Fettiplace, 1987
; Hudspeth and
Lewis, 1988a
). Different electrical tuning frequencies result from the
varied, cell-specific kinetics of the BK channels (Art and Fettiplace,
1987
, Art et al., 1995
; Hudspeth and Lewis, 1988b
). Kinetically
distinct BK channels may be formed by a combination of two mechanisms:
alternative splicing of the slo-
gene that codes for the
pore-forming BK channel subunit as well as modulation by accessory
subunits (Ramanathan et al., 1999
, 2000
; Jones et al., 1999
). The
present study examines the sufficiency of these mechanisms by
incorporating the gating constants of cloned BK channels into a
computational hair cell model.
The steady-state and kinetic properties of BK channels cloned from hair
cells have been described previously by expression of the
(encoded
by the slo gene) and
subunits in human embryonic kidney
(HEK)293 cells (Ramanathan et al., 1999
, 2000
), as well as in oocytes
(Jones et al., 1999
). Certain alternatively spliced slo-
channels from the chick's cochlea (
0 and
61) have two- to threefold differences in
deactivation kinetics as homomers, whereas combination with
subunits slows the kinetics of any
subtype substantially.
Consistent with slowing of channel gating by
, in situ hybridization
showed that the
mRNA is expressed at highest levels in hair cells
at the apical (low frequency) end of the tonotopically organized
sensory epithelium (Ramanathan et al., 1999
).
These findings raised the suggestion that a smooth progression in hair
cell-tuning frequencies might be achieved by "titration" with the
modulatory
subunit. At least two possibilities can be imagined.
Because BK channels are tetrameric structures,
subunits might
combine progressively to generate as many as five classes of channel
with intermediate kinetics from any one
subunit (subunit mixing).
Alternatively, intermediate tuning frequencies may be achieved by
mixing different ratios of
only and
-modified channels within
each hair cell (channel mixing). This mechanism would be required if,
for example,
subunits modulated BK gating in an all-or-none manner.
Earlier modeling efforts showed that the gating properties of native BK
channels recorded from turtle hair cells could be used to reconstruct
electrical tuning (Wu et al., 1995
; Wu and Fettiplace, 1996
). This
model used subunit mixing to generate a population of five heteromeric
channels whose graded expression generated the tonotopic array of tuned
hair cells. The gating constants were taken from those of native BK
channels of turtle hair cells, and did not explicitly test
subunit
effects, which were unknown at the time. The present effort is also
based on the turtle hair cell model. In contrast, we used gating
constants from cloned and heterologously expressed BK channel subunits
to test the possibility that a continuum of tuning also can be produced simply by mixing two kinetically distinct channels in each cell,
-only and
-plus-
channels. That is, the gradient in
subunit expression simply alters the fraction of BK channels that are
-modified in each cell, a mechanism consistent with the all-or-none modulation of
subunits suggested by expression studies in
Xenopus oocytes (Jones et al., 1999
). This modeling effort
demonstrates the ability of specific gene products to recreate
electrical tuning equivalent to that based on the properties of native
BK channels from hair cells, confirming that the
and
genes can
be regulated to generate the tonotopic gradient. Further, the model
shows that a gradient in tuning frequencies can result from even the
simplest outcome of a
expression gradient (the varying mixture of
only two channel types) despite substantial differences in kinetics of
the individual channels. Finally, we have incorporated temperature effects on channel transition rates and conductance as well as on
calcium diffusion parameters to account for tuning frequencies seen at
the higher body temperature of the bird (Schermuly and Klinke, 1985
;
Fuchs and Evans, 1990
).
 |
METHODS |
Expression of BK channel genes in HEK293 cells
Two splice variants of the slo gene cloned from a
chick's cochlear cDNA library were used in the present study. The
pore-forming
subunits,
0 and
61, correspond to the original
cslo1 (Accession #U23821; Jiang et al., 1997
), here called
0, and to this cDNA with a 183 basepair insert
at splice site 4 (
61) as described previously
(AF076268; Ramanathan et al., 2000
). The variant exon
61 is closely related to the Strex exon
described in adrenal chromaffin cells (Xie and McCobb, 1998
; Xia et
al., 1999
). The slo
gene was cloned from quail papilla
and shown to be identical to that first found in transformed
fibroblasts (U67865; Oberst et al., 1997
). A combination of
and
cDNAs, or single
cDNAs were transfected into HEK293 cells by
calcium phosphate precipitation, as previously described (Ramanathan et
al., 2000
). Excised inside-out patches were formed from the transfected
cells (detected by fluorescence of cotransfected GFP: "pGreen
Lantern," Life Technologies, Carlsbad, CA). Voltage-clamp protocols
to activate currents through BK channels in the presence of different
concentrations of calcium were detailed previously (Ramanathan et al.,
2000
). For this study, it is sufficient to note that excised patches
contained tens to hundreds of channels so that "macroscopic"
currents were used for steady-state and kinetic fits. Also,
cDNA
was added in a molar ratio of ~10:1 to that of the
subunit cDNA,
in an effort to ensure a saturated effect on BK gating. Consistent with
that expectation,
and
cotransfections produced homogeneous
"
-altered" currents, with no indication that
-only channels
coexisted with 
channels in cotransfected HEK cells.
Modeling BK channel gating
Steady-state parameters
Recordings from cloned and expressed BK channels were used to
inform an allosteric gating model (also referred to as the
voltage-dependent Monod-Wyman-Changeux (MWC) model) used previously to
describe BK channel behavior (Cox et al., 1997
; Cui et al., 1997
). This model (Fig. 1 A) includes five
closed states that interconvert to five open states in parallel through
voltage-dependent transitions. Calcium binding moves the channels
through adjacent closed or open states. Although this scheme
oversimplifies BK gating behavior, it served to incorporate the
kinetically distinct cloned channels into a hair cell model. Open
probability was calculated from the conductance/voltage relation
obtained from measurement of tail currents or steady-state currents
normalized by driving force. Assuming independence of voltage gating
and calcium binding, the equilibrium open probability of the allosteric
gating model can be written as
|
(1)
|
where L(0) is the open-to-closed equilibrium constant
in the absence of bound calcium at 0 mV and for the allosteric gating scheme, the definition of B can be simplified as in Eq. 2.
|
(2)
|
Here KC and
KO represent the calcium dissociation constants
from the closed and open states, respectively. Because the gating charge Q did not vary significantly for the different types
of channels (Q ranged from 1.28 to 1.59 for different
recordings, with an average value of 1.43 e
),
it was assumed to be invariant with channel type as well as the calcium
concentration that the channel was exposed to. The dependence of
Popen on
[Ca2+] as described by Eqs. 1 and 2 was fit by
varying three parameters for each channel type; the closed state
affinity (KC), the open state affinity
(KO), and the equilibrium between the
closed and open states with no calcium ions bound
(C0 and
O0) at 0 mV [L(0)]. The
simultaneous optimization for KC,
KO, and L(0) was performed using the "fmins" routine in MATLAB 5.1 (The MathWorks, Natick, MA). Changing the starting values for the three parameters by as much
as one order of magnitude did not affect the final result, indicating
that the values signify a global minimum.

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FIGURE 1
BK channel and hair cell models.
(A) The allosteric (voltage-dependent MWC) scheme for BK
channels has horizontal transitions that are calcium dependent and
vertical transitions that are voltage dependent. The voltage-dependent
MWC version assumes that each calcium-binding step has the same
affinity. However, binding of calcium to the closed states may differ
from the binding to the open states. The subscripts to the closed and
open states indicate the number of calcium ions bound.
Voltage-dependent gate movements between closed and open states are
thought to occur allosterically with a single rate constant.
ax and bx are the
vertical transition rates that are dependent upon voltage.
KCX and KOX are
the dissociation constants for the binding of
xth calcium ion to the closed and open
states respectively. (B) The hair cell model
incorporates BK channels into functional units with two adjacent
voltage-gated calcium channels. These are shown as clusters, as might
occur at transmitter release active zones, but each BK channel is gated
independently by its associated calcium channels. The number and
kinetic properties of BK channels varies between model cells, but the
ratio of two calcium channels to one BK channel remains constant, as do
the gating properties of the voltage-gated calcium channels.
|
|
Deactivation kinetics
Deactivation time constants measured from tail currents were
obtained at different membrane voltages and calcium concentrations. For
a step change in voltage to the allosteric gating model
(voltage-dependent MWC model), the open probability may be defined as
an exponential process given as follows (Cox et al., 1997
):
|
(3)
|
where
Here ax and
bx represent vertical rates denoting
closed-to-open and open-to-closed transitions, respectively, and
fcx and fox represent the fraction of closed
or open channels occupying state x at any given calcium. The
macroscopic time constant given by (1/a + b) is determined
by an average of all the vertical rate constants in the scheme weighted
by the fraction of channels in each closed (a) or open
(b) state.
The deactivation kinetics were fit with Eq. 3 for each of the four
channel types using the MATLAB fmins routine also. For each channel
type, values of KC,
KO, and L(0) were obtained
from steady-state fits to the MWC model. Representing the backward rates bx as a function of the forward
rates ax by assuming microscopic reversibility for each loop in the gating scheme reduced the number of
free parameters.
where c = KO/KC
and x = number of calcium ions bound
in that state (x = 1 to 4).
Also, ax and
bx have an exponential dependence on
voltage. The gating charges associated with
ax and
bx are
qf and
qb, respectively. For conservation of
total charge, the sum of the two charges must equal the steady-state
gating charge (Q) between open and closed states.
Simultaneous fits to channel deactivation kinetics were performed for
two calcium concentrations (1 and 5 µM) and at least five different
voltages for each calcium concentration. Using two calcium
concentrations allowed us to span a larger set of voltages and yielded
more reproducible fitting results. Initial fits revealed multiple
minimum points with large error surfaces for the free parameters
(ax). This was overcome by reducing
the number of free parameters. We applied an extra set of conditions as
applied before by Cui et al., 1997
. The forward transition rates
(ax) were made to increase for
transitions between closed and open states with more calcium ions bound
to them
(a4>a3>a2>a1>a0). Similarly, the backward rates (bx)
decreased for transitions between open and closed states with more
calcium ions
(b4<b3<b2<b1<b0). In addition, the gating charges, qf
and qb, were set to be invariant after
first round fits (average values were used because there was little
variability). Applying the extra set of conditions yielded robust fits
with a single minimum irrespective of the starting point. The values of
the free parameters (ax) and the dependent parameters (bx) are listed
in Table 2.
The hair cell model
Calcium channel open probability, calcium current, and calcium
concentration at the pore of the BK channel were determined according
Wu et al. (1995)
. BK channel transitions were simulated using the
allosteric gating model described previously (Cox et al., 1997
). The
horizontal transitions between closed-closed or open-open states are
assumed to occur with the same rate. The rate constant for calcium
binding is given by r[Cai] where
r is the diffusion limited rate for calcium binding to each
subunit and is assumed to be 103
µM
1s
1 (Cui et al.,
1997
). The vertical closed-to-open and open-to-closed rate constants
are given by ax and
bx, respectively, where x
denotes the number of calcium ions bound to the channel. The
probability of the channel to be in any state
pi is given by the linear differential equation
|
(4)
|
N is the total number of states (N = 10 for this kinetic scheme, closed states are numbered 1-5 and the
open states are numbered 6-10) and
kij is the rate constant from state
i to state j. If there is no transition from
state i to state j, then
kij = 0. The probability of opening
pBK is then determined by the sum of the probabilities of being in any of the open states (6-10).
|
(5)
|
Assuming a linear current-voltage relationship, the unitary
current (iBK) flowing through a BK
channel is
|
(6)
|
where EK is the reversal
potential for potassium (
90 mV) and
gK is the unitary conductance (50 pS
at 22°C). The total current carried by all the BK channels
(NBK) would then be
|
(7)
|
The following physical constants were used to perform hair cell
simulations:
R = 8.315 J mol
1
K
1 (Universal Gas Constant)
F = 96 480 C mol
1 (Faraday's constant)
T = 295 K/313 K (Absolute temperature at 22°C/40°C)
A hair cell capacitance of C = 7.0 pF and a leak
conductance of GL = 2.5 nS were used.
The leak current was assumed to vary linearly with membrane voltage
given by
|
(8)
|
At the start of the simulation all calcium channel m
gates were assumed to be in the closed state and all BK channels were at the C0 state. The number of
channels NBK and the scaling factor SF were varied as shown in Tables 3
and 4 for different types of hair cells. The membrane voltage was
determined by solving the current-clamp Eq. 9.
|
(9)
|
The hair cell current I(t) followed a square
waveform from Irest to
Ipulse and back to
Irest as shown in Figs. 5 and 6. The model was allowed to achieve equilibrium in the first 10 ms and then
the desired current clamp protocol was applied. First, the calcium
current was calculated. Then, using the linear differential equation
approximation, calcium concentration was calculated near the BK
channel. BK channel open probability was determined using the
voltage-dependent MWC model as in Eq. 4. Finally, the current clamp
equation (Eq. 9) was solved using an implicit-Euler method with a
step-size of 10 µs. Voltage-clamp simulations for different types of
BK channels were performed by simply adding the individual currents
from each channel.
 |
RESULTS |
Fitting cloned BK channel currents to the allosteric
(voltage-dependent MWC) gating model
The effect of
modulation on BK channel gating was
determined by comparing the properties of
subunits expressed alone, with those coexpressed with
subunits. Fig.
2 shows fits to average steady-state open
probabilities of
0 (A) and
0
(B) channels expressed in
HEK293 cells as a function of voltage at different concentrations of
calcium, calculated according to Eqs. 1 and 2. As described in Methods,
these fits were achieved by simultaneous optimization for
KC,
KO, and L(0) at all
voltages and calcium concentrations. These constants were then used in
a subsequent test of the relationship between the half activation
voltage and calcium concentration.

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FIGURE 2
Voltage gated-MWC model fits to steady-state open
probability of 0 and 0 .
(A) Channel open probability for 0
expressed in HEK293 cells, determined from tail current amplitudes, is
plotted as a function of membrane voltage for different cytoplasmic
calcium concentrations (1.0, 2.0, 5.0, and 25.0 µM from right to
left). The datapoints are fit with open probability functions defined
for a voltage-dependent MWC scheme (solid lines) as
defined by Eq. 1. (B) Fits for 0 are
performed as in A, for calcium concentrations of 0.2, 1.0, 5.0, 25.0, and 50.0 µM (from right to left). The gating charge
Q was held constant at 1.43 e for all
fits. Fits were performed simultaneously for all calcium concentrations
and voltages for each channel type.
|
|
By rearranging Eq. 1, the half activation voltage
V1/2 (where
Popen is 0.5), may be written as a
function of calcium concentration.
|
(10)
|
L(0) and B are defined above where
B depends upon the calcium concentration (Eq. 2). The ratio
between KO and
KC determined the slope of the curve
that fits the V1/2 versus
[Ca2+] relationship and the value of
L(0) determined the vertical position of the curve. This
relationship of V1/2 versus calcium
concentration was used to fit voltage-clamp data for
0 and
0
in Fig.
3 (solid line). The allosteric
gating model (or voltage-dependent MWC model) fits the
V1/2 relationship better than did a
simple two-state voltage dependent calcium binding process
(dotted line) used earlier (Ramanathan et al., 2000
).

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FIGURE 3
Voltage-dependent MWC model fits for the dependence of
V1/2 on calcium concentration. The
V1/2 vs. [Ca2+] relationship
for 0 and 0 is fit with the
voltage-dependent MWC scheme (solid line) using Eq. 10. The values of the parameters are listed in Table 1. The
dotted line shows the fit provided by a simple two-state model
(Ramanathan et al., 2000 ).
|
|
Steady-state open probability functions for the splice variant
61 (Genbank #AF076268) and its combination
with
, (
61
) were also fit with the
allosteric gating model (parameters in Table
1). The values show that
61 had slightly higher calcium affinities
(corresponding to lower concentrations) than did
0. There was a larger reduction in both
KC and
KO upon addition of
subunits to
either channel, indicating a tighter binding of calcium to both closed
and open states. The open-state affinity was more affected by
addition. The L(0) term (reflecting the intrinsic
voltage-sensitivity of each channel) also varied among the four channel
models, but here the differences were greatest when comparing splice
variants, and were affected less by addition of
subunits to any one
splice variant. The gating charge (Q = 1.43) was
assigned to each model.
The macroscopic time constant given by (1/a+b) is determined
by an average of all the vertical rate constants in the scheme weighted
by the fraction of channels in each closed (a) or open (b) state. Equation 3 was used to fit simultaneously
deactivation time constants measured at calcium concentrations of 1 and
5 µM for
0 and
0
expressed in HEK293 cells (Fig. 4.,
A and B). Values of the kinetic parameters for
those channels and from similar fits of the
61,
61
channels,
are listed in Table 2 along with the
gating charge. Transition rates were reduced, both by addition of
subunits and by insertion of the 61 aa exon, although the
subunit
produced larger effects than did alternative splicing.

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FIGURE 4
Channel deactivation time constant fit with a
voltage-dependent MWC (allosteric) model. (A) Tail
current deactivation time constants are plotted as a function of
voltage for 0 expressed in HEK293 cells and fit with
model time constants by fitting the data points to the
voltage-dependent MWC scheme (Eq. 3). The values of
KC, KO, and
L(0) were the same as those used in fitting steady-state
relationships (Table 1). The free parameters are listed in Table 2.
(B) Voltage-dependent MWC scheme fit to the deactivation
kinetics of 0 as in (A).
|
|
Constructing the model hair cells
With parameters for the channel models in hand we next
incorporated these into an elementary model of chicken hair cells (Fig. 1 B) based on previous quantitative models of turtle hair
cells (Wu et al., 1995
). The basolateral membrane of the hair cell is thought to contain clusters of BK channels and calcium channels at
distinct regions where transmitter release occurs (Roberts et al.,
1990
; Issa and Hudspeth, 1994
; Martinez-Dunst et al., 1997
). The total
number of voltage-gated calcium channels per hair cell was set to be
twice the total number of BK channels, and the open probability and
dynamics of current through the calcium channels were based on
experimental measurement from turtle (Art and Fettiplace, 1987
), whose
voltage-gated calcium channels are essentially identical to those of
chickens (Zidanic and Fuchs, 1995
). Although we mention that calcium
channels and BK channels cluster at release sites, for the purpose of
this model it is sufficient to assume that the calcium level near each
BK channel is influenced by two nearby calcium channels. Indeed, each
such BK channel is treated as an independent entity, gated solely by its attendant calcium channels.
A first order linear differential equation was used to describe calcium
diffusion from an open calcium channel to a neighboring BK channel (Wu
et al., 1995
).
|
(11)
|
SF determines the calcium
concentration achievable near a BK channel and reflects the buffering
conditions and the distance between the BK channels and their closest
calcium channels. kR is the rate of
calcium absorption by the ambient buffer. The ratio of
SF to
kR determines the available calcium at
the pore of the BK channel. Resonance could be obtained for different
values of SF and
kR, but was sensitive to their ratio.
Fig. 5 shows responses of model hair
cells operating at 22°C, each constructed with a single type of BK
channel based on the properties of cloned, expressed
and
subunits. The panels are arranged in decreasing order of frequency.
0, the channel with the most rapid kinetics
generated a ringing frequency of 282 Hz and
61
, the slowest channel produced a hair
cell that oscillated at 88 Hz.
61 and
0
formed intermediate frequencies of 195 and 121 Hz, respectively. Thus, BK channel subunits cloned from the avian basilar papilla were sufficient to generate electrical tuning in
a manner similar to that provided by native hair cell BK channels. Further, differences in the kinetics of those channels gave rise to
different tuning frequencies.

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FIGURE 5
Electrical tuning of model hair cells expressing four
types of BK channels. Model hair cells expressing 1of the 4 channel
types were subject to current injection of 100 pA to excite electrical
resonance. Channel numbers and model parameters were varied for each
trial. Channels with faster kinetics ( 0 and
61) were present in larger numbers whereas those with
subunits were present in smaller numbers (Wu et al., 1995 ). The
four channels span a electrical tuning frequency range from 88 Hz to
282 Hz. The resonant frequency and the quality of tuning for positive
current injection are shown below each trace. 0 and
61 produced electrical resonance at resting hair cell
voltages of ~ 55 mV. Hair cells containing 0 or
61 resonated at resting potentials that were more
depolarized (~ 25 mV).
|
|
One feature of this simulation departed from expectation; that
was the resting potential of hair cells tuned to the lower frequencies,
namely those generated by
0
and
61
channels. Both these model cells had
resting potentials near
25 mV, compared to resting potentials between
40 and
60 mV in live hair cells. This difference may arise from the
fact that other voltage-gated potassium channels, such as the inward
rectifier, increase the total resting potassium conductance of living
low frequency hair cells (Fuchs and Evans, 1990
; Murrow, 1994
; Holt and
Eatock, 1995
; Goodman and Art, 1996
), but are absent from the model cells.
As for any resonance system, a hair cell's electrical resonance
can be described by its fundamental resonant frequency
F0 and the quality of the resonance
Q3dB. The quality of resonance is
equivalent to the sharpness of tuning, with a larger Q
indicating sharper tuning. Higher quality resonances also have
prolonged "ringing" responses to a transient stimulus, and so the
Q can be derived from the time constant of decay of
oscillations (
) to such a transient stimulus (Crawford and
Fettiplace, 1981
; Wu et al., 1995
).
|
(12)
|
As observed in experimental recordings from living hair cells, the
Q3dB of the model cells varied between 2.5 and
6.0. The parameters used in each model hair cell model and the
resulting tuning are listed in Table 3.
Two parameters were preset for each hair cell model. The calcium
extrusion rate KR was 40 in all cases.
The number of BK channels per hair cell (N) was set to
replicate the relationship between tuning frequency and channel number
found in electrically tuned turtle hair cells (Wu et al., 1995
). We
estimated the expected tuning frequency for each model from the time
constant of decay of macroscopic currents through the cloned channel
type that constituted that model (Ramanathan et al., 2000
). An initial
value for SF was based on previous
modeling studies of turtle hair cells (Wu et al., 1995
) and then
adjusted empirically in order to provide a quality of resonance
(Q) between 2 and 11. Much lower or higher values of
SF did not result in voltage
oscillations for each channel type.
Temperature effects on resonance
The preceding results were obtained at a temperature of 22°C,
consistent with experimental studies of cloned channels in HEK293 cells
and work on turtle hair cells. However, body temperature in birds such
as the chicken is near 40°C, and both hair cell oscillation frequency
(Fuchs and Evans, 1990
), as well as the tuning frequency of afferent
fibers (Schermuly and Klinke, 1985
; Wu et al., 1995
), have been shown
to vary approximately twofold per 10°C temperature change. Thus, we
applied temperature corrections to channel kinetics as well as other
features of the model to determine tuning behavior at 40°C. These
were:
1. Rate constants for BK and calcium channels were scaled by a
factor of 7. BK channels in guinea pig urinary bladder myocytes had Q10 values near 3.0 for activation
and deactivation rates (Markwardt and Isenberg, 1992
).
Q10 is defined as the increase in the
rate for a 10-fold rise in temperature. Hence, for an 18°C rise in
temperature, the new rates R40°C = R22°C · (Q10)1.8.
2. Single channel conductances of BK channels and calcium
channels were doubled. Typical
Q10 values for conductance are between 1.3 and 1.6 for most channels. Potassium channels in the axons of
Xenopus laevis had
Q10 values ~1.5 (Frankenhaeuser and
Moore, 1963
). BK channels in cultured rat muscle had a similar
temperature dependence (Barrett et al., 1982
).
3. Channel numbers were increased two- to threefold. This is
in formal agreement with voltage-clamp measurements which show that
hair cells tuned to higher frequency have larger numbers of calcium and
potassium channels (Martinez-Dunst et al., 1997
; Art et al., 1987
). In
the models, higher channel numbers produced higher quality of resonance
(Q3dB). Increasing channel numbers by
threefold produced quality factors between 3.0 and 8.0. Although using
the smaller number of channels for the simulation of higher temperature
did not change the resonant frequency significantly, the numbers were
increased to preserve the quality factors, which were lower when the
channel numbers were not increased. The parameters used for the
increased body temperature of 40°C for electrical tuning simulations
are listed in Table 4.
Using the new model parameters, simulations were performed to determine
what oscillation frequencies these model hair cells would produce. Fig.
6 shows the results from the simulation
of the same four channel types as in Fig. 5. The frequencies have increased almost fourfold to span a range from 307 Hz to 1133 Hz. This
increase in frequencies with temperature provides a
Q10 value of 1.84, which is
essentially that observed by Fuchs and Evans (1990)
for chick hair cell
electrical resonance frequencies and by Schermuly and Klinke (1985)
for
auditory nerve fiber tuning (Q10 = 2.0 in both cases). Hence, the temperature dependence of biophysical
properties could be entirely responsible for the temperature dependence
of tuning obtained by direct measurements from hair cells and auditory
nerve fibers. Moreover, the resting hair cell potentials (
51 to
59
mV) were very near those observed in isolated chick hair cells (
40 to
60 mV), presumably as a result of the increase in potassium
conductance.

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FIGURE 6
Model hair cell electrical tuning at chicken body
temperature. When temperature corrections were made to simulate
resonance at the body temperature of the chick (40°C), the
frequencies increased almost fourfold spanning a range from 307 Hz to
1133 Hz. The resting membrane voltages were between 50 and 59 mV.
The increase in temperature caused models containing subunits to
oscillate near hair cell resting potentials (cf. Fig. 5).
|
|
subunit titration
We have modeled four types of cloned channels that encode
frequencies extending from 307 to 1133 Hz at 40°C. The next question was to test a method of channel expression that could result in a
gradient of tuning along the tonotopically organized auditory epithelium. Both alternative splicing of
subunits and combination with
subunits alter the gating kinetics of the resulting channels. Only limited information is available on the tonotopic distribution of
splice variants in the chick (Navaratnam et al., 1997
; Rosenblatt et al., 1997
). However, we know from in situ hybridization experiments that there is a smooth gradient in
mRNA expression along the length
of the basilar papilla (Ramanathan et al., 1999
). Thus, we have used
the model hair cells to ask whether
subunits might be titrated to
alter BK channels kinetics and hair cell tuning. In particular, we have
asked whether it is possible simply to mix together
-only and
-plus-
channels to produce hair cells with intermediate tuning.
Intuitively, one would question whether the relatively large
differences in kinetics between these channels could support the
"homogeneous" behavior necessary for voltage oscillations.
We tested this idea using model cells with different ratios of
0 and
0
channels,
operating at 40°C. Each BK channel was again assumed to obtain its
calcium ions from two neighboring calcium channels. Hence, all BK
channels would "see" the same amount of calcium for a given
membrane potential. The total number of BK channels was varied so that
lower frequency cells had fewer BK channels than their high frequency
counterparts, corresponding to previous observation (Art et al., 1987
;
Fuchs et al., 1988
). The total potassium current was obtained by
multiplying the current through each BK channel by their respective
numbers in the model cell. The responses of these model hair cells to
current injections are shown in Fig. 7.
Two conclusions can be drawn: 1) a hair cell expressing a mixture of
channel types can oscillate with a single frequency and 2) its tuning
frequency is intermediate to those produced by each channel type
expressed on its own. Two intermediate combinations of
0 and
0
were
tested in Fig. 7. The model hair cells oscillated at 968 Hz when
one-third of the BK channels were of the
0
form, and at 717 Hz when two-thirds were of the
0
form. The resonance was similar to that
of model hair cells containing a homogenous mixture of BK channels and
produced exponentially decaying oscillations in membrane voltage that
could be described by Eq. 13.
|
(13)
|
The resonant frequency F0 and
are as defined before (Eq. 12), V0 is
the maximum amplitude, and
is the phase delay of the oscillations.
This voltage response with a single characteristic frequency of a model
hair cell containing a heterogeneous mixture of BK channels suggests
three things. One, the population response of channels with widely
different kinetics within a hair cell can be represented by a single
kinetic parameter. Second, individual channels with intermediate
kinetics are not mandatory for hair cells tuned to intermediate
frequencies. A hair cell may express a complex mixture of BK channel
subtypes with varying kinetic properties and yet have a unique
resonance frequency that reflects an ensemble average of the properties
of the constituent channels. Third and finally, hair cell-tuning can be
produced by a functional gradient in
subunit expression.

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FIGURE 7
Channel titration to obtain intermediate frequencies in
model hair cells. The effect of mixing two channel types in a model
hair cell is examined. Different ratios of 0 and
0 are inserted in model hair cells, which are tested
with a 100-pA current injection. Cells that express either
0 or 0 were the same as in Fig. 6.
When the ratio of 0: 0 is 2:1, the
tuning frequency was 968 Hz, and when the ratio was 1:2, the frequency
was 717 Hz.
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|
Voltage-clamp responses
In the previous section it was shown that a model hair cell may
contain channels with different kinetic properties, yet still produce a
unimodal voltage resonance. This might arise by voltage feedback
through membrane resistance and capacitance so that the membrane time
constant serves to integrate or smooth multiple current kinetics. Thus,
a further examination of model behavior was made under voltage clamp to
examine current kinetics. Can multiple exponential components in
current activation and deactivation be distinguished? We simulated the
same models under voltage clamp mode and studied the kinetics of the
"tail" currents, which in native hair cells have monoexponential
kinetics whose time constants vary tonotopically. The calcium current
was calculated at each time point from calcium channel open probability
and fed back to the BK channel model to determine the potassium
current. The resulting whole-cell current response is shown in the
middle panel of Fig. 8 for a hair cell
containing an equal number of
0 and
0
. Activation and deactivation for this
cell is intermediate between those of the
-only and all 
model
cells (the upper and lower responses in Fig. 8).

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FIGURE 8
Voltage clamp responses of model hair cells. Model hair
cells expressing different ratios of 0 and
0 were tested under voltage clamp. Their activation
and deactivation kinetics were examined for multiple exponential
components. The total number of BK channels and other model parameters
were kept constant. Tail currents of hair cells containing equal
amounts of 0 and 0 decayed with a time
constant of 3.16 ms which was intermediate to the decay times of cells
containing either 0 (0.92 ms) or 0
(3.84 ms) alone.
|
|
The decay kinetics of tail currents were examined at higher resolution
for a range of 
ratios (Fig. 9
A). Tail currents were fit with a single exponential
function. The time constant of decay had a monotonic progression from
fast to slow with increasing concentration of
subunits. This effect
is summarized in Fig. 9, B and C. The hair cell
with no
subunits had a relaxation rate of 1.12 ms
1 and the hair cell that has all
0
channels relaxed with a rate of 0.26 ms
1. Intermediate rates fell along an
exponential function that varied from fastest to the slowest upon
increasing fractional saturation with
subunits. The oscillation
frequencies produced by each of these model cells is plotted in Fig. 9
C as a function of the fraction of BK channels that were
modified. This result agrees qualitatively with the finding that the
expression of slo-
along the tonotopic axis of the
cochlea can be described by a monotonically decreasing function with
the highest levels at the (low frequency) apical region (Ramanathan et
al., 1999
).

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FIGURE 9
Tail currents of model hair cells in voltage clamp and
effect of titration on hair cell tuning frequencies.
(A) Tail currents of model hair cells expressing
different ratios of 0 and 0 were
examined in isolation. For a total of 1200 BK channels, tail currents
for different saturation levels with subunits show that they can
all be fit with a single exponential curve (dashed
lines). The voltage command was the same for all ratios of
channels (deactivation from 10 to 50 mV). Because
0 channels had a higher affinity for calcium, they
have a higher open probability under identical conditions of voltage
and calcium and so a larger current is observed. The equation for
monoexponential fits is given by I = Ib+I0exp( t/ ),
where Ib is the baseline current,
I0 is the maximum current amplitude, and is the time constant of decay. The goodness of fit was greater than
0.99 for all single exponential fits, equivalent to that obtained by
fitting double exponential functions for the tail currents.
(B) Rate of decay of tail currents (inverse of time
constants from A) is plotted as a function of saturation of the channels. The rates are fit with a relationship given
by r = rb + r0exp( fb/b),
where rb is the rate of decay of 100% saturated hair cell, r0 is the difference
between fastest and slowest rates, fb is the
fractional saturation with subunits, and b is a
fractional saturation analogous to a length constant.
(C) Hair cell-tuning frequency plotted vs. fraction of
0 channels combined with subunits. A hair cell
expressing only 0 is tuned to 1133 Hz and addition of
subunits reduces the frequency proportionally until all the
channels are -bound and the frequency becomes 424 Hz. The data
points were fit with a straight line given by
F0 = m x+Fc, where
x is the fraction of total channels containing subunits, m is the slope of the line, and
Fc is the theoretical frequency when subunits are absent.
|
|
 |
DISCUSSION |
A computational hair cell model based on the kinetic properties of
cloned and expressed BK channel subunits was used to reconstruct electrical tuning. Graded variations in tuning frequency could be
produced simply by altering the fraction of BK channels in each model
cell that is modulated by accessory
subunits. These experiments
were motivated by the observation that
subunit mRNA is expressed in
a diminishing gradient from the low frequency end of the avian basilar
papilla (Ramanathan et al., 1999
).
Justification of the model
A variety of kinetic schemes have been used to describe BK channel
gating, and these continue to evolve. Single BK channel recordings from
skeletal muscle (Rothberg and Magleby, 1999
; Nimigean and Magleby,
1999
) and from transfected cells (Horrigan and Aldrich, 1999
; Talukder
and Aldrich, 2000
) argue that the relatively simple allosteric model
used here is an incomplete description of BK gating. These arguments
include the observation of a multiplicity of open states, and evidence
that channel opening can occur without charge movement in all four
channel subunits. Nonetheless, the relatively restricted allosteric
kinetic scheme is adequate for a quantitative description of the
macroscopic currents generated by the cloned channels in HEK293 cells.
The parameters of those fits provided a practical method to construct
the excitability of model hair cells. Although such a channel model may
not serve for insights into the mechanisms of BK channel gating per se, it enables a quantitative assessment of the whole-cell integration of
multiple channel types as intended here.
We have used quantitative models based on the properties of cloned BK
channels to show that a gradient of tuning frequencies among hair cells
could be generated by the blending of kinetically distinct channel
types. This effort arose from a desire to test the sufficiency of
cochlear gene products to reconstruct hair cell tuning, and from the
observation that
subunit mRNA appears in a gradient along the
tonotopic axis of the avian basilar papilla when visualized with in
situ hybridization (Ramanathan et al., 1999
). Such a gradient in
expression was assumed to result in a heterogeneous population of BK
channels in each hair cell, some fraction being "
-modified," the
remainder not. Because modulation by
subunits slows BK gating
kinetics at least 10-fold (Jones et al., 1999
; Ramanathan et al.,
2000
), we wished to determine whether such a pool of BK channels with
widely variant gating kinetics could generate a single well behaved
electrical resonance in a model hair cell.
An alternative approach would have been to construct heterotetrameric
BK channels in which a variable fraction of the four
subunits were
modified by combination with
subunits. Such a mechanism seems
intrinsically better suited for fine gradations in channel properties,
as might be expected for generating a continuum in hair cell tuning.
Indeed, such heteromeric channels were proposed as part of an earlier
model of tuning in turtle hair cells (Wu and Fettiplace, 1996
).
However, present evidence argues against
modulation occurring by
such graded combination. Studies of 
coexpression in
Xenopus oocytes showed that the effect of
subunits was
all-or-nothing, irrespective of the stoichiometry of injected cRNAs
(Jones et al., 1999
). Likewise, cotransfection of HEK293 cells with
different ratios of cDNAs never resulted in current with multiple
kinetic components (Ramanathan and Michael, unpublished). Nonetheless,
these experimental approaches do not completely resolve this issue, and
further study is required to define the stoichiometry of 
association. If the all-or-none modulatory effect of
subunits is
confirmed, the present work demonstrates that such an interaction does
not prevent
modulation from serving as a means to tune hair cell BK channels.
Implications of the model
The hair cell models have shown that the gating properties of
cloned and heterologously expressed cochlear slo gene
products are sufficient to generate electrical tuning. Furthermore,
coexpression with
subunits lowers the resonant frequency for model
hair cells containing any one
subunit splice variant. Also,
previously published effects of temperature on channel gating and
conductance were used to alter the model and to recapitulate the
temperature dependence of tuning in hair cells and afferent fibers.
Finally, when model hair cells were composed of mixtures of
-only
and 
channels, monoexponential macroscopic current decays were
generated, and intermediate tuning frequencies were produced. This
unexpected blending of channel kinetics may reflect the combined effect
of the
subunit on kinetics and the calcium/voltage sensitivity of
the channels. For example, after a depolarizing voltage command,
-only channels, with lesser calcium and voltage sensitivities, will
contribute at early times, whereas the more sensitive 
channels
will dominate at later times. Thus, not only the open probability of
each channel type, but also the ratio between them changes
exponentially as calcium and voltage decay. These results predict that
electrically tuned hair cells should possess distinct populations of BK
channels with different calcium- and voltage-sensitivities, reflecting
the presence or absence of modulatory
subunits. This was not
revealed in the original studies on turtle hair cells (Wu et al., 1995
)
but warrants revisiting in the avian papilla from which these gene
products were obtained. Finally, it should be emphasized that this
modeling effort does not provide evidence to the all-or-none effect of
subunits on slo-
channels, nor does it eliminate
other functional combinations. Thus, we can not conclude that other
mechanisms such as subunit mixing do not also contribute to smooth
gradients in electrical tuning frequencies along the basilar papilla.
Limitations of the model
As seen here, an expression gradient of
subunits by itself can
not provide the entire range of electrical tuning. For example, the
maximum change in tuning because of
modulation was from 1133 to 424 Hz for the
0 splice variant, a factor of 2.67. Although the entire range of electrical tuning has not been established in chick, hearing spans a 100-fold range of frequencies, and electrical tuning by BK channels in turtle hair cells ranges ~50-fold, from 30 to 600 Hz (Wu et al., 1995
). Additional range could be achieved by
incorporating additional
splice variants; for example,
61
has a resonant frequency of 307 Hz (at
40°C). Still other variants from the avian cochlea remain to be
characterized (Navaratnam et al., 1997
; Rosenblatt et al., 1997
) and
shorter
splice variants ('4,
26') from turtle hair cells
can have more rapid gating kinetics than those described here (Jones et
al. 1999
). Alternative splicing of the
subunit may provide the
intrinsic kinetic variability in gating that is further exaggerated by
modulation. Additional variability might be conferred by other
modulatory subunits. Four
genes have been described in mammals (Xia
et al., 1999
; Wallner et al., 1999
; Brenner et al., 2000
; Uebele et
al., 2000
), with the avian
possibly representing a fifth. Most of
these
genes produce somewhat different effects on BK channel
gating. Alternative splicing of one of these
genes provides still
further variability (Uebele et al., 2000
). Other modulatory subunits
such as Slob (Schopperle et al., 1998
) and Slak
(Joiner et al., 1998
), and modification by phosphorylation (Tian et al.
2001
) or other processes also require examination in the context of
electrical tuning.
With thanks to T. Michael for extensive discussion, and Dr. Hakim
Hiel for
mRNA in situ hybridization results. Supported by grant
#DC00276 from the National Institute of Deafness and Communication Disorders.
Address reprint requests to: Paul Fuchs, Center for Hearing Science,
Traylor Research Building, Room 521, Johns Hopkins University School of
Medicine, Baltimore, MD 21205. Tel.: 410-955-6311; Fax: 410-614-4748;
E-mail: pfuchs{at}bme.jhu.edu.