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as the average a-b-score of the set of c-dihedral angles
{c
i
: i A A}.
For our analysis of the cAPB peptide conformations we will
use the sets A
1
= {1,2,8} and A
2
= {3,4,5,6}, where 1 denotes
alanine, 2 cysteine and so on (cf. Fig. 1). Thus, H
1
H
ELO
(A
1
)
reflects the structure of the peptide in the vicinity of the
chromophore and H
2
H
ELO
(A
2
) the structure within
the core of the peptide moiety. Note, that we have omitted
the residue 7 (glycine) in A
1
because of its high flexibility.
Free energy maps
The conformational coordinates H
1
and H
2
introduced above
were used for characterizing the conformational ensembles of
cis and trans cAPB by free energy maps G(H
1
,H
2
). To compute
these maps the rectangle [1, 1] [1, 1] was divided into
20 20 bins and statistics over the HELO scores encountered
in the REST simulations yielded bin-counts m(H
1
,H
2
). Up to
an arbitrary constant, the free energy is given by G(H
1
,H
2
) =
k
B
T ln[m(H
1
,H
2
)/M
max
], where M
max
is the maximal bin-count.
Note that this choice for G guarantees that the minimum of G
is zero. Because empty bins in the histogram density estimate
would lead to infinite free energies, an upper energy cutoff
G
max
= k
B
Tln(1/M
max
) was introduced and G was set to
G
max
at all empty bins. A nearest neighbor smoothing was
applied before generating contour plots of G(H
1
,H
2
).
Proton distances
To compare the equilibrium ensembles computed by our REST
simulations with the well-known NMR distance restraints
derived from NOEs of the cis and trans isomers of cAPB,
25
we have calculated proton–proton interaction distances
d
ij
from proton–proton distances r
ij
sampled by the simula-
tions. Because a NOE is caused by a dipole–dipole inter-
action, we have calculated the interaction distances d
ij
by the
prescription
65
d
ij
(t
0
,t) = (hr
6
ij
i
[t
0
,t]
)
1/6
. (7)
Here, hi
[t
0
,t]
denotes the average over the simulation time
interval [t
0
,t] with t > t
0
. For chemically equivalent protons
{i
1
,. . .,i
n
} the geometrical center was used to compute the
distance r
ij
to proton j. In analogy to the well known root
mean square deviation, we introduce the root mean square
violation (RMSV)
RMSVðt
0
; tÞ ¼
ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi
1
jMj
X
ðijÞ2M
max½0; d
ij
ðt
0
; tÞ d
exp
ij
2
s
; ð8Þ
by which a simulation result violates the NOE distance
restraints.
25
Here, M is the set of all proton pairs (ij), for
which distances d
exp
ij
were experimentally determined, and |M|
is the number of these distances. Note that the ESI contains a
section explaining the properties and particularly the tempera-
ture dependence of the RMSV.
Experimental methods
Sample preparation
The cAPB peptides were prepared as described in ref. 26. The
sample was dissolved in dimethylsulfoxide (DMSO) from
Merck (Darmstadt, Germany) at a concentration of about
7 mM. In the time resolved pump probe experiments the sample
was circulated through home made flow cells (pathlength 0.1 mm)
with CaF
2
windows. This closed cycle system ensures the exchange
of the illuminated sample volume between consecutive excitation
laser pulses.
Stationary IR spectroscopy
Steady state absorption spectra were recorded using a Fourier
transform infrared (FTIR) spectrometer IFS66 from Bruker
(Ettlingen, Germany). No indications for sample degradation
were found from stationary FTIR spectroscopy during the
measurements. The trans-azo conformation is the thermally
stable form of cAPB. At room temperature the cAPB molecules
reach the trans-azo conformation at a timescale of some days.
As a consequence, dark adapted molecules (yielding a con-
centration of about 100% trans isomers) were used for the
study of the trans ensemble of cAPB. For the investigation of
the cis ensemble the sample was converted to the cis-azo
conformation by continuous UV illumination of the trans
pp*-absorption band with the light of a HgXe arc lamp
emitting around 370 nm (LOT, Darmstadt, Germany). The
lamp was equipped with filters from Schott (UG11, WG320,
GG375). Taking the extinction coefficients for the cis and trans
isomers into account one can estimate that about 90% of all
molecules were in the cis form during the measurements.
Femtosecond IR spectroscopy
The structural dynamics of the cis to trans reaction have been
investigated by time resolved UV pump IR probe spectro-
scopy. A detailed description of the experimental setup is given
in ref. 66. In brief, we used the pump and probe technique
with single pulses from a Ti-sapphire laser-amplifier system
operated at 1 kHz. Second harmonic generation was used for
excitation at 404 nm with an energy of about 2 mJ. In order to
reduce excessive nonlinearities induced by the intense excita-
tion pulses the duration of the pump pulses was increased by a
quartz rod (15 cm) in front of the sample. The pump pulses
had a duration of about 700 fs and were focused to a spot size
of about 150 mm (FWHM) at the sample position. The IR
probe pulses were generated using a two stage BBO optical
Fig. 2 The a-b-scoring function h
elo
(c).
6208 | Phys. Chem. Chem. Phys., 2010, 12, 6204–6218 This journal is
c
the Owner Societies 2010
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