Muscle and Motility Group, Boston Biomedical Research Institute,
Watertown, Massachusetts 02472 USA
 |
INTRODUCTION |
Tropomyosin is an essential component of the
F-actin·tropomyosin·troponin (F-actin·Tm·Tn) thin filament and
provides the cooperativity for the regulation of muscle contraction
(Lehrer and Geeves, 1998
). Early x-ray structural studies on intact
muscle fibers have suggested that Ca2+ binding to troponin
(Tn) on striated muscle thin filaments caused a movement of tropomyosin
(Tm) away from the myosin head binding site on F-actin, facilitating
muscle contraction (Haselgrove, 1972
; Huxley, 1972
; Parry and Squire,
1973
). Further evidence for a steric-blocking theory has been obtained
with image reconstruction techniques on electron micrographs of
F-actin·Tm·Tn thin filaments (Lehman et al., 1994
; Xu et al.,
1999
). Yet solution evidence for this movement has been lacking. Early
measurements of distance changes between specific labels on Tm and
F-actin with fluorescence-detected resonance energy transfer (FRET)
showed that, although significant energy transfer was obtained in the
absence of Ca2+, little or no change was observed due to
the presence of Ca2+ (Miki et al., 1998
; Tao et al., 1983
).
This indicated that either there was no movement or that the movement
was such that the distance did not change because modeling indicated
that, as the donor moved further from one acceptor it moved closer to
another (Tao et al., 1983
). More recent FRET studies with acceptor
labels at different positions on F-actin and a donor at position 87 on
Tm also showed no change in energy transfer due to the addition of
Ca2+, which was interpreted as no distance change between
Tm and F-actin (Miki et al., 1998
). The Tao et al. study was done by
monitoring changes in lifetime using a photon-counting technique. The
Miki et al. study utilized changes in fluorescence intensity monitored by steady-state techniques. We have reinvestigated this problem using a
high-resolution, laser-excited, multi-frequency phase/modulation instrument together with global analyses of the donor-only and the
donor-acceptor (D-A) decays to resolve lifetimes and distance distributions.
As in the previous study, the donor was
5-(2-iodoacetyl-amino-ethyl-amino)naphthalene-1-sulfonic acid
(1,5-IAEDANS) at Cys-190 of rabbit skeletal 
Tm but a different
acceptor was used: phalloidin-tetramethylrhodamine B isothiocyanate
conjugate (TRITC-Ph) at the phalloidin-binding site of F-actin. We
obtained a small but significant Ca2+-dependent difference
in the phase/modulation data. Two different models were used to fit the
data: an atomic coordinate (AC) model, based on published atomic
coordinates of F-actin·Tm (Lorenz et al., 1993
, 1995
) which varied
the position and orientation of Tm on F-actin using fixed label
positions on each chain of Tm and on each F-actin subunit; a double
distance distribution (DD) model in which the "apparent" D-A
distances (see next section) between each of the two donors on Tm and
the array of acceptors on F-actin are fitted to two different distance
distributions. Both models take into account the presence of two donors
in different positions on Tm because each of the two Tm chains can be
located at a different distance from the acceptor on the actin
filament. The AC model showed that Ca2+ produced changes in
Tm azimuthal position (around the F-actin axis) and axial orientation
(around its own inter-chain axis) without appreciably affecting the
transfer efficiency. The DD model showed that Ca2+ produced
a large change in the distance of the label on one of the chains with
only a small change in the distance of the label on the other chain to
the actin filament. These results indicate that there is significant
azimuthal movement of Tm with clear evidence for axial rotation
associated with Ca2+-binding to F-actin·Tm·Tn. A
preliminary report of these results has been presented (Bacchiocchi and
Lehrer, 2000
).
 |
THEORY |
Multi-D-A atomic coordinate model
The theory of frequency-domain fluorometry can be applied to the
study of energy transfer in a multi-donor, multi-acceptor-labeled protein complex in which the intensity decays (Lakowicz, 1999
) are
analyzed in terms of positions of the labeled proteins. The time-dependent fluorescence intensity decay is measured with a frequency-domain lifetime instrument that uses a sinusoidally modulated
light source at different frequencies. At each light modulation
frequency
, the instrument measures the phase shift 
and the demodulation m
of
the fluorescence emission with respect to the excitation. For a given
decay law I(t), the phase 
and the
modulation m
can be calculated from the
sine and cosine transforms N
and
D
of I(t):
|
(1)
|
|
(2)
|
where
|
(3)
|
|
(4)
|
We consider a D-A-labeled protein complex with only one donor and
one acceptor species that can be found in multiple but spectroscopically equivalent positions (e.g., two donors in symmetric positions on the two chains of Tm and many acceptors, each one in an
equivalent position, on the subunits of F-actin). In such a system, it
is still possible to distinguish between different donor environments
in terms of different arrangements of acceptors surrounding a given
donor. The fluorescence intensity decay I(t) of a
D-A-labeled system of this kind can be expressed as a sum of
exponential decays,
|
(5)
|
where 
is the lifetime of the donor in
presence of acceptors in the nth environment and
n is the fraction of donors in the nth
environment. If the decay I(t) is described by the sum of
exponentials of Eq. 5, the transforms 3 and 4 can be derived
analytically (Lakowicz et al., 1984
),
|
(6)
|
|
(7)
|
n can be calculated from the structure and the
symmetry of the system, 
is related to the
donor lifetime in the absence of the acceptor
d and to
the energy transfer rate k
in the
nth environment by
|
(8)
|
k
is, in turn, related to the D-A
distances and to the critical transfer distance
R0 by
|
(9)
|
where r
is the distance between one
donor and the ith acceptor present in the nth environment.
In the rigid-body approximation, an appropriate AC model of the protein
complex will provide the positions of the donors and acceptors,
allowing the calculation of the distances
r
. The positions of the proteins are
then varied to yield the best fit between the calculated phase shift

and the modulation
m
and the corresponding experimental
values 
and m
, as indicated
by a minimum value for the goodness-of-fit parameter

,
|
(10)
|
where
is the number of experimental values of phase and
modulation minus the number of variable parameters
estimated in the model, and 
and
m are
the uncertainties in the phase and modulation values, respectively.
Gaussian distance distribution model
The theory for energy transfer in the presence of a range of D-A
distances has been presented and discussed in detail (Lakowicz et al.,
1988
) and subsequently extended (Cheung et al., 1991
; Lakowicz et al.,
1991
) to take into account incomplete acceptor labeling. In case of a
complete labeling and in the approximation of a static distance
distribution within the fluorescence time scale, the intensity decay
I(t) is given by
|
(11)
|
where Fj(x) is a suitable
functional form for the distribution of the D-A distance x,
and
Di is the fractional amplitude of the ith
donor relaxation
Di. The summations on i and
j in Eq. 11 are extended to L exponential
components of the donor decay and M different distance
distributions, respectively. Assuming a Gaussian distance distribution
model, we have
|
(12)
|
where aj is the fractional contribution of
the jth distribution of mean distance
r
and width
j. The frequency response (phase shift 
and demodulation
m
) can be calculated by substituting the
intensity decay law 11 in Eq. 3 and 4.
Apparent distance
According to Eq. 9, the D-A transfer rate
kt for a donor surrounded by N
acceptors is
|
(13)
|
The above relation holds because the energy transfer rates are
additive, and a set of acceptors (e.g., the array of acceptors on
F-actin) surrounding a given donor will behave as a single deactivation
channel of the donor excitation energy or, in other words, as an
"apparent" single acceptor. The corresponding apparent distance
ra can be defined as the D-A separation such
that
|
(14)
|
From Eq. 13 and 14, after simple algebra we have
|
(15)
|
This distance is particularly interesting for us, because it
represents the D-A distance "seen" by a FRET experiment.
 |
EXPERIMENTAL PROCEDURES |
Materials
1,5-IAEDANS was from Molecular Probes (Eugene, OR), TRITC-Ph was
from Fluka, 2,5-diphenyloxazole (PPO) was from Sigma. Other materials
used for buffers, solutions, and routine analysis were from Sigma.
Protein preparation
Preparation of rabbit skeletal 
Tm, F-actin, Tn as well as
the 1,5-IAEDANS labeling of Tm, the determination of the fraction of
F-actin-bound Tm, and labeling ratio of Tm were described elsewhere (Lamkin et al., 1983
). TRITC-Ph-labeled F-actin was prepared by incubating F-actin (22 µM) with 1 equivalent of TRITC-Ph (added from
a 1 mg/ml methanol stock solution) in F-buffer (10 mM Hepes, 50 mM
NaCl, 5 mM MgCl2 and 0.1 mM CaCl2, pH 7.5) at
4°C for 24 h to allow complete saturation of binding sites. The
final volume of methanol was always below 3%. The labeling ratio of
actin was determined by centrifuging the TRITC-Ph-labeled F-actin
sample at 85,000 × g for 60 min, followed by
resuspension of the pellet in F-buffer and measurement of the TRITC-Ph
absorbance at 552 nm (
= 85 × 103 M
1 cm
1 (Waggoner et al.,
1989
)). Typical labeling ratios were 0.55-0.65 for Tm and 0.80-0.85
for F-actin. A typical sample composition was [Tm] = 2.0 µM;
[F-actin] = 20.0 µM; [Tn] = 3.0 µM; [Ca2+] = 0.1 mM, or [EGTA] = 1.0 mM in F-buffer, pH 7.5 at 25°C. We used an
excess of F-actin and Tn to limit the presence of donor-labeled Tm not
bound to F-actin, thus minimizing the amount of donor fluorescence not
quenched by the acceptor. In practice, a certain amount of unquenched
donor fluorescence is always present in this kind of experiment and,
even if we can take it into account in the analysis (see the Results
section), it must be kept as low as possible because it does not
provide any information about D-A distances, thereby reducing the
quality of the FRET measurements. Using an excess of F-actin and Tn
does not introduce other unwanted fluorescence signals because Tn is
not labeled and the TRITC-Ph emission is accurately filtered out (see
next section).
Fluorescence lifetime measurements
Frequency-domain fluorescence data were collected at 25°C with
an ISS K2 Cross-Correlation, Phase and Modulation Fluorometer (ISS Co.,
Urbana, IL), using the 325-nm excitation of a Liconix 4042NB He-Cd
laser. Twenty-five frequencies were recorded between 2 and 200 MHz for
each measurement. A 500-nm interference filter, 30-nm bandwidth was
used to isolate the AEDANS (1,5-IAEDANS after reaction with a
sulfhydryl group) emission and to reject excitation light and the
emission of the acceptor, TRITC-Ph. A 20-µM PPO solution in ethanol
was used as reference (1.4 ns mono-exponential decay (Lakowicz, 1999
)).
A pair of identical 4-mm light-path cuvettes was used in all
measurements to avoid inner filter effects and to minimize the
targeting error (Lakowicz, 1999
). The acquisition statistics of the
instrument was set to a standard deviation 
= 0.2° for the
phase and
m = 0.005 for the modulation.
ATPase activity assays
We tested each FRET system for ATPase activity to ensure that
labeled proteins were not altered in binding or function. The Enzchek
colorimetric phosphate assay (Molecular Probes) showed similar levels
of actin-myosin single-headed fragment of skeletal muscle myosin
subfragment 1 (S1)-activated ATPase activity and similar Tm inhibition
for AEDANS-labeled and unlabeled Tm. Tn samples conferred
Ca2+ sensitivity to the ATPase of labeled and unlabeled
systems. TRITC-Ph did not affect the ATPase activity of F-actin·S1.
Absorption measurements were made in a DU650 Beckman spectrophotometer.
Steady-state fluorescence measurements were conducted in a LS50B Perkin
Elmer fluorometer.
 |
COMPUTATIONAL DETAILS |
Critical transfer distance R0
The critical transfer distance R0 (Å) was
calculated according to Förster (1948)
by using (Van Der Meer et
al., 1991
)
|
(16)
|
where Q is the donor quantum yield,
2 is
an orientation factor, n is the refractive index of the
medium, and J
(cm
1 M
1 nm4), defined as
|
(17)
|
is the overlap integral between the fluorescence intensity
F(
) of the donor and the molar extinction coefficient
(
) of the acceptor.
The critical transfer distance R0 (Å) for the
AEDANS-TRITC-Ph D-A pair was calculated using the following values.
The quantum yield of AEDANS-labeled Tm and F-actin·Tm was taken to be
0.53 (Van Der Meer et al., 1991
; Tao et al., 1983
). When complexed with
Tn, the AEDANS-labeled Tm quantum yield increased by a factor of 1.2 irrespective of Ca2+ concentration. The refractive index of
the medium was taken to be 1.4 (Van Der Meer et al., 1991
) and the
orientation factor
2 was assumed to be
(see
Discussion). The overlap integral J was calculated by
numerical integration at 1-nm intervals using Simpson's rule and was
found to be 2.44 × 1015
cm
1 M
1 nm4. From these values
we obtained R0 = 52.0 Å for F-actin·Tm
and R0 = 53.5 Å for F-actin·Tm·Tn.
Atomic coordinate model
An AC model (Lorenz et al., 1993
, 1995
) (see Fig.
1) was used to fit the frequency response
(phase and modulation data) of AEDANS donor-labeled Tm and TRITC-Ph
acceptor-labeled F-actin in the F-actin·Tm and F-actin·Tm·Tn
(±Ca2+) complex, using the equations presented above. The
AC model used the coordinates of F-actin with ADP, metal and phalloidin
(Lorenz et al., 1993
), and the coordinates of Tm bound to actin,
model-built as described (Lorenz et al., 1995
). Mean label positions
were modeled as rigid segments attached to the sulfur atoms of the two
Cys-190 of Tm, or to the
carbon of the hydroxyleucine of phalloidin
on F-actin. Details about the chosen D-A positions are presented in
the Discussion section.

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FIGURE 1
Atomic coordinate model of the F-actin·Tm complex
from Lorenz et al. (1993 , 1995 ). The model is formed by six actin
monomers (wire-frame) and 2 Tm molecules (blue
ribbons) on opposing sides of the F-actin helix. The donor and
acceptor sites (space-fill) are Cys-190 on Tm
(D1 and D2) and the phalloidin binding site on
each actin monomer (A1-A6). Displayed using
the program Rasmol (Bernstein, 1999 ).
|
|
Model parameters were calculated as follows. The fraction,
n, of donors in the nth donor environment
(see Eq. 5, 6, and 7) is related to the fraction of F-actin-bound Tm,
fb, and the fraction of acceptor labeling,
fl. In particular, the donors attached to the
unbound Tm do not see any acceptors, therefore
n = 1
fb. Given the different combinations of
actin acceptors surrounding the donors on the bound Tm, we can
calculate the fraction of donors in each environment as follows. We
start by defining an appropriate size of the environment, to take into
account all the significant D-A interactions while keeping the
computing time to a reasonable amount. Our choice was to consider only
the individual transfers with an efficiency larger than 5%, which
corresponds, for R0 = 53.5 Å, to a D-A
distance cutoff radius of
90 Å and, in practice, it means to
consider six actin subunits closest to the donors (see Fig. 1). Having
two possibilities for an acceptor on each actin subunit (present or
not), there are 26 = 64 possible different
arrangements of acceptors around the donors. The fraction,
n, of donors in each one of these environments is given
by
|
(18)
|
with p = 
Pi, where
Pi is equal to one or zero according to whether
the acceptor is present or absent in the ith subunit,
respectively. The D-A lifetime 
, corresponding
to the nth environment, is calculated using Eq. 8 and 9, where the D-A distances r
are given by
the AC model. The steady-state transfer efficiency
Ec can be calculated as (Lakowicz, 1999
)
|
(19)
|
Experimental data were fitted using a search algorithm that inputs
the Tm and F-actin atomic coordinates and systematically varies the Tm
position on F-actin (both proteins are considered as rigid bodies) by
changing the azimuthal position (angle around the F-actin axis), the
axial orientation (angle around Tm own inter-chain axis) and the radial
position (distance between the Tm axis and the F-actin axis). Angles
are calculated with respect to the original (unchanged) Lorenz
position. A positive angle represents a clockwise Tm rotation as viewed
from the F-actin pointed end. The parameters representing the fraction
of bound Tm f
and the F-actin
labeling ratio f
were also
systematically varied. Each combination of parameters is used as
initial guess for the fit, which is performed with an implementation of
the Minpack Fortran libraries (Moré et al., 1980
), which uses a
modified version of the least-squares Levenberg-Marquardt algorithm.
Confidence intervals were estimated at a probability of 95% using a
Monte-Carlo method (Straume and Johnson, 1992
).
Distance distribution model
To obtain information about the flexibility of the D-A-labeled
F-actin·Tm and F-actin·Tm·Tn (±Ca2+) complex, the
frequency-domain phase and modulation data were also analyzed in terms
of the Gaussian distance-distribution model described above (Eq. 11).
In this model, the protein complex is assumed to be rigid on the
energy-transfer time scale but flexible on a longer time scale,
resulting in a static distribution of D-A distances. According to our
previous discussion, the distances between each donor on Tm and the
acceptors on F-actin can be combined in an apparent distance (Eq. 15).
In particular, having two donors on Tm, there will be two different
apparent distances to be recovered by the fit but with the same
distribution width
, due to the symmetry of the Tm molecule.
Data were fitted using the GAUDIS fitting function (CFS-LS
global fitting program (Johnson, 2000
)), which implements the Gaussian distance distribution model of Eq. 11 and can also fit the fraction of
acceptor labeling fl (Cheung et al., 1991
;
Lakowicz et al., 1991
). Before fitting experimental data, we tested
against simulated data sets, the capability of the GAUDIS model to
resolve the required two distance distributions. By using the AC model
described above, we simulated frequency-domain phase and modulation
data due to energy transfer from each one of the two donors on Tm to
the acceptors on the F-actin subunits. Values of the parameters used in
the simulations were comparable to those found for the
F-actin·Tm·Tn complex and are presented in the Results section.
 |
RESULTS |
Donor-only fluorescence decays
The phase and modulation data of the donor-only samples were
fitted to one, two, and three exponentials (CFS-LS global fitting program, HETANL1, 2, and 3 fitting functions (Johnson, 2000
)). Even
though the decay was only slightly heterogeneous (see Table 1 and Fig.
2), a one- or two-exponential model gave
values of 
larger than 100 or 10, respectively. A large change in the two shorter lived components occurred when Tm
formed a complex with F-actin (Table 1). Because both these components
have a small fractional contribution to the total decay,
D2 and
D3, the phase and modulation data
for Tm and F-actin·Tm are very similar (Fig. 2 a). The
complex with Tn also introduced a change in the main component,
probably due to a decrease in the local polarity. The resulting decays,
which are almost independent of [Ca2+], differ somewhat
from F-actin·Tm (Fig. 2 b). The residuals of the fit had
small and random deviations (Fig. 2 c).

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FIGURE 2
Frequency-domain phase and modulation data and fits for
donor-labeled Tm alone and in complex with F-actin and Tn. The
parameters recovered from the fit are reported in Table 1. The phase
angle increases and the modulation decreases with increasing frequency.
(a) Tm (+), F-actin·Tm ( ); (b)
F-actin·Tm·Tn in absence ( ) and in presence (+) of
Ca2+. The F-actin·Tm fit (thicker line) is
shown for comparison. (c) Phase ( ) and
modulation ( m) residuals for a typical fit.
|
|
Steady-state energy transfer data are not sensitive to
Ca2+-induced movement
We explored the possibility of reproducing published steady-state
energy-transfer data by using the AC model, described above. This
application can be considered also as a test for the model itself. We
chose the work of Miki et al. (1998)
, who studied the energy transfer
efficiency E between AEDANS (donor) attached to the unique
Cys residue in position 87 of a mutant (Ser87Cys/Cys190Ser) 
Tm
and different probes (acceptor) attached to various F-actin sites in
the reconstituted thin filament in the absence and presence of
Ca2+. The results are presented in Table
2. The +Ca2+ state was
modeled using the Tm position obtained by minimizing the electrostatic
energy of the F-actin-Tm interaction (Lorenz et al., 1995
). An
azimuthal rotation of
25° of Tm, taken with respect to the Lorenz
position, was used to model the
Ca2+ state. Donor
positions on Tm were modeled as described above using the
carbon on
Ser-87 of the Tm model as an attachment site for the label. Acceptor
positions on F-actin are modeled using the
-carbon coordinates of
the labeled residue. We can see that there is good agreement between
calculated and experimental values (Table 2). In particular, the model
clearly predicts that only a small difference in transfer efficiency is
expected when Tm moves azimuthally. In all cases, the calculated
energy-transfer efficiency Ec differs by less
than 0.05 between the ±Ca2+ modeled states. This
difference is comparable or even smaller than the error normally
present in a fluorescence steady-state measurement.
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TABLE 2
Effect of [Ca2+] on experimental energy
transfer efficiency values E between donor-labeled Tm and
acceptor-labeled F-actin, compared to values calculated with the atomic
coordinate model (Ec, see text)
|
|
Atomic coordinate model fits of experimental data
The phase and modulation data for the AEDANS-TRITC-Ph D-A-labeled
F-actin·Tm·Tn complex showed small but clear differences due to
binding of Ca2+ to Tn (Fig.
3 a). We also obtained phase
and modulation data for the same donor-labeled protein complex using
4-dimethylaminophenylazophenyl 4'-maleimide (DABMI) as acceptor on
F-actin's Cys-374. Using TRITC-Ph as acceptor, we were able to obtain
greater sensitivity to Ca2+ (Fig. 3 b). The
F-actin·Tm·Tn (
Ca2+) data were fitted with a search
centered on a Tm azimuthal position of
25° and a radial position
corresponding to the Lorenz coordinates, searching over a range of
±30° and ±2 Å, respectively, optimizing the search parameters and
the Tm axial orientation at each step. The fit of the F-actin·Tm·Tn
(+Ca2+) complex data was obtained in the same way with a
search centered on a Tm position corresponding to the original Lorenz
coordinates. The fraction of bound Tm
f
and the F-actin labeling ratio
f
were also systematically varied,
before each optimization cycle, around the measured values of 0.98 ± 0.02 and 0.85 ± 0.03, respectively, with a range of variation
of 0.9-1.0 and 0.75-0.9, respectively.

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FIGURE 3
(a) Frequency-domain phase and modulation
data in presence of energy transfer and fits for AEDANS donor- and
TRITC-Ph acceptor-labeled F-actin·Tm·Tn complex in absence ( )
and in presence (+) of Ca2+. The fits were done using the
thin filament atomic coordinate model (see text). The parameters
recovered from the fits are reported in Table 3. (b) Detail
of the fit in (a) (thinner line); experimental
data and fit for the AEDANS donor and DABMI acceptor-labeled
F-actin·Tm·Tn complex in absence ( ) and in presence (+) of
Ca2+ (thicker line).
|
|
We obtained an acceptable fit of the F-actin·Tm·Tn
(
Ca2+) data with some uncertainty of the Tm azimuthal
position and axial orientation (Table 3).
The fit of the F-actin·Tm·Tn (+Ca2+) data is less good
and therefore shows a larger uncertainty of the Tm position. The fitted
transfer efficiency, Ec, was 0.86 for both data,
in good agreement with the experimental value of 0.83 (
Ca2+) and 0.85 (+Ca2+). The Tm positions
corresponding to the parameters reported in Table 3 are shown in Fig.
4. At low [Ca2+], Tm is
between the outer and the inner domain of F-actin, partially covering
sites on F-actin required for myosin binding (Rayment et al., 1993
). At
high [Ca2+], Tm moves
17° azimuthally and 46°
axially, with little radial position change, uncovering the strong
myosin binding sites. The azimuthal shift is in good agreement with
structural studies (Xu et al., 1999
).
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TABLE 3
Atomic coordinate model fit of the frequency-domain phase
and modulation data of the AEDANS donor- and TRITC-Ph acceptor-labeled
F-actin·Tm·Tn complex in absence and in presence of
Ca2+
|
|

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FIGURE 4
Ca2+-induced movement of Tm obtained from
the atomic coordinate model (see text). The longitudinal view of the
thin filament along the F-actin axis (C) shows only one
actin monomer (red wire-frame) and the Tm region around the
donor position at Cys-190 (Glu-187 to Leu-193, blue
ribbons). The thicker portion of the wire-frame rendering located
on the surface of F-actin indicates the residues reported to interact
with myosin (Rayment et al., 1993 ). Actin residues 1-4 and 92-95
(grey): weak myosin-binding; residues 24-28, 340-346,
144-148, and 332-336 (black): strong myosin-binding. The
donor and acceptor sites are Cys-190 on Tm (D1 and
D2) and the phalloidin binding site on the actin monomer
(A). The blue ribbon rendering shows the fitted Tm positions in absence
and in presence of Ca2+. The fitted Tm movement is mainly a
combination of an azimuthal (around the F-actin axis) and an axial
(around its own inter-chain axis) rotation (see Table 3). Displayed
using the program Rasmol (Bernstein, 1999 ).
|
|
Distance distribution model fits of simulated data
To determine if a double DD model would be appropriate to fit our
data, we used the thin filament AC model described above to simulate
sets of data of the frequency response (phase and modulation) due to
energy transfer between AEDANS on Tm Cys-190 and TRITC-Ph on F-actin.
The simulated data were then analyzed in terms of the DD model to
obtain best fits to two distances r
and
r
with the same distribution width
.
These distances were then compared with apparent distances
ra1 and ra2 calculated
from the AC model using Eq. 15. The data sets were simulated using a
different combination of the fraction of acceptor-labeled F-actin
fl, the fraction of F-actin-bound Tm
fb and the Tm position on F-actin (to model the ±Ca2+ states). The parameters used to simulate the data
sets were as follows: data set 1: fl = 1.0, fb = 1.0; data set 2:
fl = 1.0, fb = 0.9; data set 3: fl = 0.8, fb = 1.0; data set 4:
fl = 0.8, fb = 0.9. The Tm positions adopted were obtained by changing the Tm
azimuthal position and axial orientation with respect to the F-actin·Tm model proposed by Lorenz et al. (1995)
and are shown in
Fig. 5. The
Ca2+ state was
modeled in two different ways, assuming either a Tm azimuthal rotation
of
25.0° (Fig. 5 a, X), or an azimuthal
rotation of
25.0° plus an axial rotation of
90.0° (Fig.
5 b, Y). The +Ca2+ state (Fig. 5,
Z) was modeled using the unchanged Lorenz Tm position. The
distances between each of the two donors (Fig. 1, D1 and
D2) on Cys-190 of Tm and the six closest acceptors (Fig. 1,
A1-A6) at the phalloidin binding site of
F-actin, for the modeled Tm positions X, Y, and
Z, are listed in Table 4. The
tri-exponential donor-only decay was modeled using the following
values:
D1 = 15.5 ns,
D1 = 0.65,
D2 = 7.3 ns,
D2 = 0.14,
D3 = 1.4 ns,
D3 = 0.21. A
Gaussian-distributed error with standard deviation 
of 0.2° for
the phase and
m of 0.005 for the modulation was added to
the simulated data sets. The data were analyzed using the CFS-LS global fitting program (Johnson, 2000
) (GAUDIS fitting function). Recovered D-A distances r
and
r
and other parameters are listed in Table
5. All fits were performed by fixing
to the same value for both distances, due to the symmetry of the Tm
molecule, optimizing the fraction of acceptor labeling f
and the D-A distances
r
and r
and
then repeating the optimization for a different value of
until the
best possible fit was achieved. The goodness of the fits was assessed
by the 
values (Table 5, last column) and by the
analysis of the residuals (not shown). All confidence intervals were
calculated at a probability of 95% and were obtained with the
Support-Plane method (Johnson, 2000
).

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FIGURE 5
Tm positions (X, Y, Z) adopted to simulate
data sets used to test the distance distribution model (see Table 5).
The rendering of the thin filament longitudinal view is the same as in
Fig. 4. The Tm positions adopted were obtained by changing the Tm
azimuthal position (around the F-actin axis) and axial orientation
(around its own inter-chain axis) with respect to the model for the
F-actin·Tm complex proposed by Lorenz et al. (1993 , 1995 ). The
Ca2+ state was modeled in two different ways, assuming
either a Tm azimuthal rotation of 25.0° (X), or an
azimuthal rotation of 25.0° plus an axial rotation of 90.0°
(Y). The +Ca2+ state (Z) was modeled
using the unchanged Lorenz Tm position. Displayed using the program
Rasmol (Bernstein, 1999 ).
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TABLE 4
D-A distances (Å) from the two donors (AEDANS),
D1 and D2, at Cys-190 of Tm, to each of six
neighbor acceptor (TRITC-Ph), A1-A6 (Fig. 1),
on the F-actin subunits, calculated according to Lorenz model (Lorenz
et al., 1993 , 1995 ), for the Tm azimuthal positions (around the F-actin
axis) and axial orientations (around its own inter-chain axis) shown in
Fig. 5
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In all fits listed in Table 5, the recovered distances
r
and r
are
in very good agreement with the corresponding apparent distances
ra1 and ra2 calculated
with Eq. 15 using the D-A distances listed in Table 4 and assuming
complete acceptor labeling. In the case of partial labeling or in the
presence of unbound Tm (data sets 2-4), the agreement between the
recovered and the apparent distances is still good, with differences
smaller than 2 Å. From the goodness of the fits and from this result,
we conclude that the double-distance distribution model is capable to
recover two apparent D-A distances with acceptable uncertainties even
in the presence of unbound Tm and of incomplete acceptor labeling,
which, as we discuss next, introduces an "apparent distance
distribution" in the results.
The width of the distance distribution
is reported in the
penultimate column of Table 5. For data sets 1 and 2, the recovered
is, as expected, zero, because the AC model, used to simulate the data
sets, was assumed to be rigid. However, a
of 3.4 Å was obtained in
the analysis of data sets 3 and 4, where the fraction of acceptor
labeling fl is 0.8. This occurs because not all
the F-actin subunits are labeled and therefore different arrangements of acceptors, surrounding a given donor, are possible. As a result, the
fit will recover an apparent distribution of distances even if the
system is, in fact, rigid. This was confirmed in a separate series of
simulations where we obtained a
of 3.9 Å for
fl = 0.7, and a
of 2.5 Å for
fl = 0.85. This apparent distribution effect must be taken into account in the analysis of real FRET data.
Table 5 shows also that the recovered value of the fraction of acceptor
labeling f
(fourth column) does
not correspond to the value of fl used to
simulate the data set, but it is instead in good agreement with
fb. To understand this, we must consider that
the parameter f
is related to the
fraction of donor fluorescence quenched by energy transfer to an
acceptor. This fraction will be equal to the fraction fl of acceptor labeling only if this is, in
turn, equal to the probability of having an acceptor within a
convenient transfer distance from the donor. This is no longer the case
in a multi-acceptor. For example, for fl = 0.8, using elementary statistics, we calculate that the probability of
having at least one acceptor in one of the three closest F-actin
subunits is 0.992. In other words, for the typical fraction of acceptor
labeling of our samples (0.80-0.85), the recovered value
f
is still very close to unity.
For such values of the fraction of acceptor labeling, f
is expected to correspond to
fb when this is lower than unity, because only
the fraction fb of donor-labeled Tm bound to
F-actin will be quenched by energy transfer. Therefore, in this
particular case, f
can be
considered as the recovered value of the fraction of F-actin-bound Tm
f
.
Distance distribution model fits of experimental data
Phase and modulation data for the AEDANS-TRITC-Ph D-A-labeled
F-actin·Tm·Tn complex, in absence and in presence of
Ca2+, were fitted using the GAUDIS fitting function (double
distance distribution), after successful testing for reliability
against simulated data sets as described above. All fits were performed by fixing
to the same value for both distances, optimizing the fraction f
of acceptor labeling
(which, as we have explained above, corresponds to the fraction of
F-actin-bound Tm) and the two D-A distances
r
and r
. The
optimization was then repeated for a different value of
until the
best possible fit was achieved. The plot of the fits and of the
corresponding residuals is shown in Fig.
6, the recovered parameters are reported
in Table 6. The goodness of the fits was
assessed by the 
values and by the analysis of the
residuals (see Fig. 6, b and c). All confidence intervals were calculated with the Support-Plane method (Johnson, 2000
)
at a probability of 95%.

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FIGURE 6
(a) Frequency-domain phase and modulation
data in presence of energy transfer and fits for AEDANS donor- and
TRITC-Ph acceptor-labeled F-actin·Tm·Tn complex in absence ( )
and in presence (+) of Ca2+. The fits were done using the
distance distribution model (see text). The parameters recovered from
the fits are reported in Table 6. (b) Phase
( ) and modulation ( m) residuals of the
fits in (a) for F-actin·Tm·Tn ( Ca2+) and
(c) for F-actin·Tm·Tn (+Ca2+).
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The difference in the recovered distances
r
and r
for
the F-actin·Tm·Tn (±Ca2+) complex (see Table 6,
central columns) indicates a Tm movement due to [Ca2+].
We also notice that the recovered apparent distances for the F-actin·Tm and the F-actin·Tm·Tn (+Ca2+) complexes
seem to be within
2-5 Å. This result would be in agreement with
the assumption of a similar position for Tm in the two complexes, with
a Tm radial distance that decreases by
2-3 Å in presence of Tn, as
a result of a stronger interaction with F-actin of the Tm·Tn complex
compared to Tm alone. A stronger Tm interaction in the presence of Tn
is confirmed by an increased value of the fraction
f
of F-actin-bound Tm listed in
the second column of Table 6 (the relation between recovered
f
and
f
has been discussed in the
previous section) of 0.89 ± 0.01 (F-actin·Tm) and 0.98 ± 0.01 (F-actin·Tm·Tn (±Ca2+)). The recovered width of
the distance distribution
(fifth column) is larger than an apparent
distribution (see previous section) of 2.5 Å expected for a fraction
fl of acceptor labeling of 0.85 in a rigid
system. Therefore, we must assume a certain degree of flexibility in
the F-actin·Tm·Tn complex, which can be due to flexibility of the
proteins, to a distribution of azimuthal and axial orientations of Tm
on F-actin, and to a slow component of the segmental motions of the
labels. This last effect seems indeed to be important, because the
width of the distance distribution
appears to be only slightly
affected by the presence of Tn, which may be expected to reduce
considerably the Tm mobility in absence of Ca2+.
 |
DISCUSSION |
Donor and acceptor positions
To locate the donor and the acceptor in the protein structures,
the position of the labels were modeled as rigid segments attached to
the sulfur atoms of the two Cys-190 of Tm, or to the
carbon of the
hydroxyleucine of phalloidin on F-actin. The segment length corresponds
to the distance between the sulfur atom linked to the label and the
center of the aromatic system, which can be estimated from the label
structure and is
9 Å for the AEDANS moiety on Tm and 10 Å for the
TRITC moiety on phalloidin.
The location of the phalloidin binding site on F-actin was suggested
first by EM data (Bremer et al., 1991
) and proposed later by the atomic
model of Lorenz (Lorenz et al., 1993
). The latter result was
subsequently confirmed by scanning transmission EM and
three-dimensional helical reconstruction (Steinmetz et al., 1998
). The
phalloidin site is at the junction of three actin subunits with the
moiety interacting with subdomain four of one actin subunit, with
subdomain three of the subsequent subunit located on the same strand,
and with subdomain one of the subunit located on the other strand.
The segments representing the two donors on Tm are assumed to be
oriented perpendicularly to the Tm axis, pointing outward, thus
minimizing the interaction with the neighboring side chains of Tm
chains. In this arrangement the AEDANS-AEDANS distance between the Tm
chains, calculated from the Lorenz model (Lorenz et al., 1995
), is
20 Å. We verified this assumption by measuring the distance between
donor and acceptor labels across the chains at position 190. One Tm
chain was donor-labeled with AEDANS and the other was acceptor-labeled
with DABMI (R0 = 39.9 Å) or
N-(4-dimethylamino-3,5-dinitrophenyl)maleimide (DDPM)
(R0 = 27.2 Å) (Bacchiocchi and Lehrer, in
preparation). The AEDANS-DABMI distance was found to be 18.1 ± 0.2 Å (
= 1.0 ± 0.6 Å, 
= 1.3)
using the CFS-LS (Johnson, 2000
) global fitting program. Given the
similar dimension of AEDANS and DABMI, this is in reasonable agreement
with the expected result of 20 Å for the AEDANS-AEDANS distance and
demonstrates that our model is essentially correct. The AEDANS-DDPM
distance was found to be 15.5 ± 0.07 Å (
= 1.4 ± 0.1 Å, 
= 1.7) in agreement with a DDPM length
3 Å shorter than DABMI.
We must point out that, for these relatively small separations, the
distance resolution is far from optimum, due to the high value of
R0 compared to the measured distance
r. In fact, the best resolution is reached when the ET
efficiency is 50% (r = R0). For the
AEDANS-DABMI pair, in particular, the transfer efficiency is larger
than 90%. To overcome this limitation, we also measured the longer
distance between AEDANS at Cys-36 of gizzard
Tm and DABMI at Cys-56
of a gizzard
Tm mutant in 
Tm, where the
chain has a unique
cysteine in position 56 (Bacchiocchi et al., in preparation). The D-A
distance was found to be 33.2 ± 0.1 Å (
= 4 ± 2 Å, 
= 1.1), again in good agreement with the
approximate distance obtained from Lorenz model (Lorenz et al., 1995
),
which, taking into account the label dimensions, is
34 Å.
The acceptor position was modeled according to Heidecker et al. (1995)
with a distance between two TRITC-Ph labels in adjacent F-actin
subunits of 37.2 Å and a radial distance (from the F-actin axis) of
12.6 Å. The combined uncertainty in the donor and acceptor dimensions
and positions is clearly difficult to estimate without a more direct
way of locating them. However, given the reasonable assumptions of
location, we believe that this uncertainty is likely to introduce an
error not larger than a few angstroms in the measured D-A distances.
In particular, this uncertainty will affect the absolute values of the
distances in a similar way and it should cancel out when calculating
the change of Tm position and orientation on F-actin.
Orientation factor,
2
In the calculation of R0, for the various
D-A pairs considered in this study, the orientation factor
2 (Eq. 16) was
, the value averaged over a
fast-reorienting and random distribution of label orientations.
Discussions on the validity of this approximation, on the basis of
substantial rapid reorientation of both donor and acceptor on the
fluorescence time scale, have been presented: for Tm donor-labeled with
AEDANS at Cys-190 (Tao et al., 1983
), for F-actin acceptor-labeled with DABMI at Cys-374 (Tao, 1978
), and for F-actin acceptor-labeled with
TRITC-Ph (Heidecker et al., 1995
). The good agreement between the
modeled and the measured inter-chain distances on Tm, presented in the
previous section, is a further confirmation of the correctness of this approximation.
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MODELING OF Tm MOVEMENT |