Department of Physics, Dalhousie University, Halifax, Nova Scotia
B3H 3J5, Canada
We formulate the proper statistical mechanics to describe
the stretching of a macromolecule under a force provided by the cantilever of an Atomic Force Microscope. In the limit of a soft cantilever, the generalized ensemble of the coupled
molecule-cantilever system reduces to the Gibbs ensemble for an
isolated molecule subject to a constant force in which the extension is
fluctuating. For a stiff cantilever, one obtains the Helmholtz ensemble
for an isolated molecule held at a fixed extension with the force fluctuating. Numerical examples and predictions for experiments with
cantilevers of differing stiffness are given for short and long chains
of poly (ethylene glycol), based on parameter-free ab initio calculations.
 |
INTRODUCTION |
A series of papers have reported the measurements
of the mechanical properties of single macromolecules with the atomic
force microscope (AFM) (Florin et al., 1994
; Lee
et al., 1994a
,b
;
Moy et al., 1994
; Rief et al.,
1997a
,b
;
Lantz et al., 1999
; Ortiz and Hadziioannou,
1999
; Oesterhelt et al., 1999
). The experiment proceeds as follows: A macromolecule is anchored on the surface of a
substrate, and the functionalized tip of an AFM cantilever picks up the
molecule somewhere along its chain. By moving the cantilever, the
molecule is stretched by the elastic force of the deflecting
cantilever. Thus one obtains the mechanical response of the
macromolecule in the form of the force-extension curve.
The force-extension relation or, in thermodynamic terms, the
mechanical equation of state, can be measured and calculated under
different boundary conditions: 1) One can fix the length of the
macromolecule and measure the force necessary to maintain this length;
this suggests doing the statistical mechanics in the
isothermal-isochoric or Helmholtz ensemble in which the length is a
control variable and the average force and its fluctuations are
calculated by differentiation. 2) One can apply a given force and
measure the resultant extension of the molecule; this suggests doing
the statistical mechanics in the isothermal-isobaric or Gibbs ensemble
in which the force is a control variable, and the length and its
fluctuations are calculated by differentiation; a discussion is given,
for instance, by Flory (1989)
. In the case of a
one-dimensional chain, isochoric and isobaric imply constant or
fixed length and force, respectively.
Because different ensembles in statistical mechanics are only
equivalent for thermodynamically large systems but not for small systems in which fluctuations are non-negligible, it is important to
formulate the right statistical mechanics for the stretching of a
macromolecule in an AFM experiment to facilitate the correct interpretation of the experimental data and to extract the maximum amount of information from it. (This is also desirable for other, equivalent, experiments such as with laser tweezers, but will not be
done here.) The question to be answered is which of the two
thermodynamically conjugate variables, force and extension, is held
constant and which is the fluctuating response. We will show in this
paper that, in an AFM experiment, both situations can be realized by
changing the force constant of the cantilever. So far, experiments were
done (approximately) under the second boundary condition, mainly for
reasons of sensitivity as we will discuss in detail below. Recently, a
first principles theory was developed by Kreuzer et al.
(1999)
using both Gibbs and Helmholtz ensembles. Applied to the
stretching of poly (ethylene glycol) (PEG), both in hexadecane and in
water, quantitative agreement was achieved with the experimental
results by Oesterhelt et al. (1999)
, based on the Gibbs
ensemble. Different statistical mechanical ensembles for a stretched
polymer have also been studied within the context of simple models
(Gaussian chain and freely jointed chain) by Titanah et al.
(1999)
.
We show a schematic of the experimental setup in Fig.
1. In the absence of contact between the
cantilever tip and the macromolecule, the tip would be at a distance
D from the surface where the macromolecule is anchored. When
the tip is attached to the macromolecule, the latter is stretched to an
end-to-end length Lm and the tip is deflected by
a distance Lc such that
|
(1)
|
Whereas Lm is always positive,
Lc can have either sign. In the experiment, the
distance D is adjusted and the resulting deflection, Lc, of the tip is measured optically. From this,
the force is calculated assuming Hooke's law
|
(2)
|
or, if this is not valid, from an otherwise measured force law.
Likewise, the extension, Lm, of the
macromolecule is calculated from Eq. 1. Obviously
Lm undergoes thermal fluctuations, and, consequently, F and Lc are also
fluctuating quantities.
Based on this view of the AFM experiment, we will, in the following
section, develop the statistical mechanics of the coupled macromolecule-cantilever system and discuss the limiting cases of soft
and stiff (compared to the macromolecule) cantilevers. In the
subsequent section, we will then show numerical examples of the
force-extension curves of PEG stretched with different cantilevers.
The underlying potential energy curves for the various conformers of
PEG will be calculated with ab initio (density functional theory)
methods so that our predictions for AFM experiments on the stretching
of this molecule are essentially parameter free. We also calculate
Helmholtz and Gibbs potentials and entropies in addition to fluctuating
quantities, stretch moduli, and segment elasticities. The paper ends
with a summary of the essential insights and some conclusions.
 |
STATISTICAL MECHANICS OF STRETCHING |
In this section, we define the proper framework of statistical
mechanics for the description of the stretching of a macromolecule in
the atomic force microscope. We treat the tip (cantilever) and the
macromolecule as two coupled subsystems whose lengths are unknown and
to be measured and calculated. The experimentally controlled variables
are the distance D and the temperature T. The
microstates of the system are those of the two subsystems for various
lengths and internal excitations. We first introduce canonical
configurational partition functions of the two decoupled subsystems for
given lengths, Zm(T, Lm)
and Zc(T, Lc), where the subscripts refer to the macromolecule (m) and the cantilever (c). Coupling the two subsystems together allows the total system to sample
all lengths Lm and Lc.
Although the structure and the internal vibrational excitation spectrum
of the macromolecule (more precisely of the relevant conformers of the
macromolecule) as a function of its length must be calculated from
quantum mechanics, its coupling to the cantilever can be described
adequately by classical statistical mechanics because it involves only
its center-of-mass motion. We can therefore write, for the total
partition function
|
|
|
(3)
|
|
(4)
|
Here Planck's constant accounts for the size of elementary cells
in phase space, and
= 1/kBT
is the inverse temperature. Performing the integration in Eq. 3 over
the momenta, p, of the center-of-mass motion of the
macromolecule and of the cantilever (of reduced mass µ) we introduce
the thermal wavelength
m = h/(2
µkBT)1/2.
Strictly speaking, Lm is the z-component of a
vector with the z-direction along D. To restrict the
cantilever to exert only stretching forces on the molecule, we could
impose an upper integration limit D in Eq. 4. This is what
mostly happens with long polymer chains that can easily curl up.
However, short chains may resist compression so that the cantilever
must be allowed to bend away from the macromolecule, and the upper
limit in Eq. 3 can be much larger than D, and infinity for simplicity.
From Eqs. 3 and 4, we get the Helmholtz free energy of the total system
|
(5)
|
which yields the average force on the system
|
(6)
|
Because the coupled macromolecule-cantilever system is in
internal equilibrium, this is also the force with which the cantilever acts on the macromolecule and vica versa. We get for the average length
of the macromolecule
|
(7)
|
and of the deflection of the cantilever
|
(8)
|
We get the force-extension curve of the macromolecule, i.e.,
m(T,
), by solving
Eqs. 6 and 7 simultaneously for a given temperature and varying
distances D. Its explicit form obviously depends on both the
intrinsic properties of the macromolecule and of the cantilever.
To make closer contact with the AFM experiment, we specify the
cantilever to be well approximated by a harmonic spring with spring
constant kc. Its canonical partition function is
|
(9)
|
Typical cantilevers used in AFM experiments have force constants
varying from 1 to 100 pN/Å. We then get for the force
|
(10)
|
|
(11)
|
|
(12)
|
where
m is the average length of the
macromolecule, Eq. 7. Thus, the average force is determined by
measuring the average deflection (D
m) of the cantilever as required by Eq. 2.
Note, in particular, that Eq. 12 demonstrates that both the length of the macromolecule and the force needed to maintain this length are
fluctuating quantities. For these we have generally
|
(13)
|
and, for the harmonic cantilever,
|
(14)
|
so that
|
(15)
|
To further clarify the force-extension relation, we write in Eq. 9
|
(16)
|
and insert this in Eq. 7 to get
|
(17)
|
where
The last exponential function in both numerator and
denominator involves the length fluctuations. The simultaneous solution of Eqs. 12 and 17 yields the force-extension curve for a macromolecule stretched by a harmonic spring cantilever. Importantly, at this stage,
this force-extension curve depends not only on the intrinsic properties of the macromolecule, via
Zm(T, Lm), but also on
the elastic properties of the cantilever via its harmonic force
constant kc. However, what one aspires to
measure in the AFM (or any other) experiment are the intrinsic
properties of the macromolecule. We will show now that the effect of
the cantilever can be minimized (essentially eliminated) from the
measurements by judicious choices of the cantilever properties, namely
either very soft or very stiff cantilevers.
Soft cantilever
To simplify Eq. 17 for a soft cantilever, we take the limits
|
(18)
|
The last condition ensures that the average force remains
nonzero. This reduces Eq. 17 to
|
(19)
|
This is exactly the expression one would write for the
average length using the Gibbs (or isothermal-isobaric) ensemble of an
isolated macromolecule to which an external force is applied whose
origin is not explicitly identified, i.e., from a Gibbs partition
function and Gibbs potential
|
(20)
|
|
(21)
|
|
(22)
|
(The sign convention in Eqs. 20-22 has the mechanical energy
increasing by F dLm for a
displacement dLm of the macromolecule.) The only
difference is that, using the Gibbs ensemble, one explicitly assumes
that the external force is experimentally controlled and thus does not
fluctuate. Indeed, we can demonstrate this point for a soft cantilever
explicitly by looking at the force fluctuations. The limit, Eq. 18,
implies that D/
m
so that, from
Eq. 15, we see that the force fluctuations become arbitrarily small.
This is exactly the prerequisite for the use of the Gibbs ensemble for
the macromolecule. Thus the criterion for a very soft cantilever is
that D/
m
1. This is indeed the case
in the series of experiments done by Gaub and his coworkers. There is
of course a balance to be struck in the sense that the noise in the
cantilever increases with its softness.
Stiff cantilever
To examine the case of a stiff cantilever, we start from the
system partition function Eq. 4 and note that, in the limit,
|
(23)
|
the cantilever partition function, Eq. 9, approaches a delta
function
|
(24)
|
We get, for the partition function,
|
(25)
|
and for the free energy,
|
(26)
|
Here,
c = (kc/m)1/2 is the
frequency, increasing with increasing stiffness of the cantilever, at
which the center of mass of the macromolecule oscillates in response to
the force exerted by the rigid cantilever. In Eq. 26, the first term is
the Helmholtz free energy of the isolated macromolecule with fixed
length D, and the second term arises from the cantilever.
This term does not approach zero as kc
approaches infinity because we have used classical statistics in Eq. 4
with the inherent assumption that kBT/
c
1. This
cosmetic blemish can easily be remedied by using quantum statistics
throughout. We have not done this here because AFM stretching
experiments are done at room temperature with big molecules justifying
the use of classical statistics.
With Eq. 26, the force, Eq. 6, becomes
|
(27)
|
This is precisely what we would have written if we had started
with an isolated macromolecule with length D specified, and thus worked in the Helmholtz ensemble (for the isolated macromolecule rather than for the coupled macromolecule-cantilever system) with T and D the natural variables. That this is
indeed the case can be demonstrated by observing that the limit, Eq. 23, implies that D/
m
1+.
Rewriting Eq. 15 as
|
(28)
|
we see that, in this limit, the length fluctuations are reduced to
zero, which is the prerequisite for the use of the Helmholtz ensemble
for the (isolated) macromolecule. Our criterion for a very stiff
cantilever is, therefore, that (D/
m
1)
1. This limit is experimentally more difficult to achieve
than the soft limit in that the deflection of a stiff cantilever is
obviously very small so that its sensitivity becomes poor. Yet, as we
will see in the numerical examples in the next section, this limit is
physically also interesting and thus worth pursuing experimentally. One
should keep in mind that, once theory has produced a quantitative explanation of the soft cantilever experiments, it is an easy task to
calculate what one would expect for a stiff cantilever.
 |
NUMERICAL EXAMPLES |
To calculate the force-extension curve for a given macromolecule,
we must first obtain its canonical partition function,
Zm(T, Lm), for a fixed
length Lm. Next we must specify the force
constant, kc of the cantilever. Last, for a
range of D values, we determine
m(T,
) by solving Eqs.
7 and 12 selfconsistently. We will do this for two systems: a short
chain of PEG with only three subunits, and a longer chain with 21 subunits.
A short chain of PEG
We have recently presented a theoretical description
(Kreuzer et al., 1999
; H. J. Kreuzer and M. Grunze, submitted for publication) of the force measurements
reported by Oesterhelt et al. (1999)
on individual PEG
chains in different solvents, i.e., PBS buffer or Hexadecane. In our
first principles theory, we calculated the energy spectrum (or the
density of states) for PEG chains from quantum mechanics, and used the
Gibbs ensemble to derive the force-extension curve.
The first task is to calculate the energy spectrum of oligo (ethylene
oxide) as a function of chain length for a given number of EG units;
here EG stands for (-O-CH2-CH2-). Because
ab initio quantum mechanical calculations of the electronic structure
of a molecule scale at least with the fourth power of the number of
electrons, one has to restrict oneself to rather small molecules, in
our case, CH3(EG)3OCH3. As we have
shown, this is not a serious restriction for a quantitative description
of the late stages of the elastic response, essentially because the
total response of a long chain is more or less additive over the
individual EG units, provided the ab initio calculations are done as
accurately as possible for all the conformers of the (small) molecule.
Whereas, in the previous paper (Kreuzer et al., 1999
),
we based our calculations on the Hartree-Fock method (at the
MP2/6-31++G**//HF/3-21G level), we have, in the meantime, switched to
density functional theory (also using the GAUSSIAN 98 suite of
programs, Frisch et al., 1998
) using the option
BP86/6-311++G** for the exchange/correlation potential. The same
stability series for the various conformers was obtained as with the
best MP2 calculations, with most energies and geometries very close, to
within better than ten percent. See H. J. Kreuzer and M. Grunze
(submitted for publication) and, for more details, Wang
et al. (2000)
.
The various conformers of (EG)3 form local minima on the
total energy surface. Of these, we have selected 27 according to the
following criteria. In the EG subunit
(-O-CH2-CH2-) all the C-O bonds are kept
in the trans configuration. (We have also calculated a few conformers
with gauche rotations around C-O bonds. They are typically higher in
energy, but of similar length, than those with a trans
configuration, and thus contribute little to the force-extension
curve.) This information can then be omitted from the notation, so
that, as an example, the helical and all-trans conformers,
(tg+t-tg+t-tg+t) and
(ttt-ttt-ttt), can be denoted as
(g+g+g+) and (ttt), respectively.
We thus have three EG units, g+, g
, and t, to
be placed on three positions along the chain, or 33 = 27 combinations or conformers. To calculate their structure, we start
from a conformer with standard C-C and C-O bond lengths (1.52 and
1.42 Å), C-C-O and C-O-C bond angles (109° and 112°) and
dihedral angles (±74°, 180°), but adjust all these parameters, and
also allow rotation around the C-C bond to find a local minimum in the
total electronic energy. Because these calculations are done for
isolated molecules, their symmetry implies that there are only ten
energetically different groups of conformers, e.g., E(g+g+g+) = E(g
g
g
),
E(g+g+g
) = E(g
g+g+) = E(g+g
g
) = E(g
g
g+), etc. Here
the energy E is the total electronic energy of the conformer. In Fig. 2, we show the
potential energy curves,
Vi(Lm), for these ten
(energetically different) conformers. Further details of the
calculations are given by Wang et al. (2000)
where we
also discuss solvation effects.

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FIGURE 2
Potential energy curves of ten conformers of
(EG)3 as a function of the end-to-end length per monomer.
From left to right according to the minimum (degeneracy in front):
2(g+g g+),
4(g+g+g ),
4(g+g t),
2(g+g+g+),
4(g+g+t), 2(g+tg+),
2(g+tg ), 2(tg+t),
4(g+tt), 1(ttt).
|
|
Having the potential energy curves for all the conformers as a function
of their lengths, we can write down the canonical partition function of
the isolated macromolecule
|
(29)
|
The sum over i runs over all ten conformers with each
term multiplied by the degeneracy gi of that
particular conformer, i.e., the number of other conformers with the
same energy as listed in the caption of Fig. 2. The product over
k exhausts all the internal vibrational/rotational modes of
each conformer with z
(L) the
corresponding partition function. The internal modes, for the most
part, do not change drastically as a function of the length of the
conformer, so that their contribution to the force-extension curves is
usually negligible, but they contribute to the free energy and entropy.
In Fig. 3, we show force-extension
curves for tri-(ethylene oxide) as stretched by cantilevers for a range
of spring constants. The calculations proceed as follows. We select a
specific setting of D, as in the AFM experiment, and the
length
m(T, D) is calculated using Eqs. 7, 9, and 29. The selfconsistent force
=
(T,
m) for a macromolecule stretched by
a harmonic spring cantilever follows from Eq. 12. Repeating this
procedure for a sequence of D-settings, a full
force-extension curve is recorded. How much this curve deviates from
the true force-extension curve of an isolated macromolecule depends on
the force constant of the cantilever, as is clear from the sequence of
panels in Fig. 3.

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FIGURE 3
Force-extension curves for (EG)3 as
measured in an AFM experiment with cantilevers of different force
constants kc in picoNewton per Angstrom as
indicated at 300 K (thick solid lines) and at 100 K
(thin solid lines). Also shown as dashed lines is the ratio
of the position D of the cantilever to the length
m of the macromolecule (right
scale).
|
|
In the top panel of Fig. 3, we show the force-extension curves for
soft cantilevers. For spring constants less than 10 pN/Å, these curves
are, to within a fraction of a percent, equal to those of an isolated
macromolecule stretched by an external force as calculated with the
Gibbs ensemble as discussed above. In the same panel, we can also see
that lowering the temperature from 300 to 100 K sharpens up some
features in the force-extension curve. We have also plotted the
settings of D necessary to measure this curve with a
cantilever of 10 pN/Å. Not surprisingly, this weak cantilever needs
substantial deflection (about three times the length of the
macromolecule at maximum extension) to produce forces of the order of
400 pN. Large deflection of course also implies good sensitivity of the
cantilever provided its fluctuations remain manageable.
In the two center panels of Fig. 3, we show the force-extension curves
(again for 300 and 100 K) for larger force constants, showing already a
substantial modification from the soft cantilever (i.e., Gibbsian)
limit. We emphasize that, in an AFM experiment with intermediate
strength cantilevers (for (EG)3 this is the range from
102 to 103 pN/Å), the measured
force-extension curve would not be that of an isolated macromolecule.
It would take considerable effort (such as our theoretical approach
presented here) to disentangle the features arising from the
macromolecule itself and those from its coupling to the cantilever.
Also note that, for these cantilevers, the D settings needed
are only slightly larger than the end-to-end length of the stretched
macromolecule, i.e., the deflections of the cantilever are already
marginal making their experimental detection difficult.
In the bottom panel of Fig. 3, we show force-extension curves for two
temperatures as calculated from Eq. 27 for a very (infinitely) stiff
cantilever. These curves correspond to the first boundary condition in
the Introduction, namely that a distance D is fixed between
the ends of the macromolecule and the external force necessary to keep
the clamp at that position is measured. These curves, albeit measured
under different limits for the cantilever, contain information solely
about the intrinsic properties of the isolated macromolecule, just as
the ones in the top panel of Fig. 3, measured under the Gibbsian
boundary conditions of the Introduction.
To see the physical significance of the different boundary conditions,
i.e., fixed length (Helmholtz) versus fixed force (Gibbs), it is useful
to evaluate Eq. 27 for the partition function, Eq. 29. We get
|
(30)
|
The first term implies that the average force is obtained by
taking the derivatives of the potential energy curves of all the
conformers at a given length Lm and weighting
them with their Boltzmann factors. At low temperatures, this implies
that only the energetically lowest conformer contributes at a given
length so that the force switches from negative to positive as one
proceeds from left to right of the minimum of one conformer. In
contrast, if we measure the force-extension curve at fixed force, we
sample all conformers that have a slope corresponding to the specific force at which the measurement is made. These two situations are illustrated schematically for three conformers in Fig.
4. At fixed length, we take the
derivatives of the three potential energy curves and add these
different forces with their respective Boltzmann factors. At fixed
force, we sample those points on the potential energy curves at
different lengths where the derivatives are the same.

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FIGURE 4
Schematic to illustrate the different boundary
conditions. Working at fixed length (Helmholtz ensemble), one samples
different forces, i.e., the derivatives of the potential energy curves
at that length (squares). Working at fixed force, one
samples the same slope on the energy curves, albeit at different
lengths (circles).
|
|
Ideally, in an experiment, one would switch to cantilevers with larger
force constants for the measurement of the high-force regime to
minimize the cantilever extension D
m and reduce its fluctuations.
A long chain of PEG
One can use the results of ab initio calculations for short
polymer molecules to construct an interacting Ising-like chain model
valid for any length of the polymer. By necessity, one looses some
details, both structurally and energetically, but it turns out that
this loss is far compensated by the advantages of being able to deal
with large molecules.
In an interacting chain model of PEG, we allow individual EG units to
be in three independent conformations, ttt, tg+t, and
tg
t; their designation we abbreviate to t,
g+, and g
. We define occupation number
vectors, ni, whose transpose takes values
n
= (100), (010), and (001) if the
ith EG unit along the chain is t, g+, or
g
, respectively. We also define a vector of self-energies
E = (Et, Eg, Eg)
and a matrix of nearest-neighbor interaction energies,
|
(31)
|
We then write the hamiltonian of a chain of N EG units
as
|
(32)
|
Es is the energy of the terminating groups
at each end of the chain. The self energies, Et
and Eg, the nearest-neighbor interactions Vtt, Vtg, etc., are
determined from the ab initio calculations of short (EG)n chains.
To obtain the geometry of a given conformer, we must specify bond
lengths and angles. We do this for the EG units as a whole rather than
for the individual C-C and C-O bonds within a EG unit. We proceed by
listing all the unit lengths of the g and t units in all the conformers
of (EG)3 and then take the averages. Similarly, we look at
all the bond angles between gg, gt, g+g
, and
tt neighboring pairs in all the conformers and again determine their
averages. Last, we determine the dihedral angles in all the conformers
of (EG)3. Details of these calculations and all the
parameters of the chain model will be given elsewhere (L. Livadaru,
R. R. Netz, and H. J. Kreuzer, manuscript in preparation).
Using this interacting chain model, we have calculated the force
extension curves for PEG with 21 EG subunits for various force
constants of the cantilever. In the top panel of Fig.
5, we show the results for a soft
cantilever with kc = 1 pN/Å; the force-extension curves do not change for softer cantilevers. Because longer chains have significantly more conformers and thus are much more
flexible, the force is positive down to end-to-end lengths of less than
1 Å per monomer, cf. Fig. 3. Remarkable is the change in the distance
D needed for the measurement of the force-extension curves
as one goes from a short to a long chain, and also from stiffer to
softer cantilevers. Whereas for the short chain and kc = 1 pN/Å, we need
D/
m
20 for the largest
extension, this ratio is less than 2 for the long chain, but would go
up to 10 for kc = 0.1 pN/Å. In contrast,
for a long chain and kc = 10 pN/Å (center panel of Fig. 5), the setting D is only
10-20% larger than
m for the largest
extension. These numbers agree remarkably well with the settings in the
experiment by Oesterhelt et al. (1999)
.

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FIGURE 5
Force-extension curves for (EG)21 as
measured in an AFM experiment with cantilevers of different force
constants kc in picoNewton per Angstrom as
indicated, at 300 K (thick solid lines) and at 100 K
(thin solid lines). Also shown, as dashed lines, is the
ratio of the position D of the cantilever to the length
m of the macromolecule (right
scale).
|
|
In the bottom panel of Fig. 5 we finally show the force-extension
curve for a stiff cantilever. Again, as for the shorter chain, we are
approaching the Helmholtz limit in which the force starts to oscillate
between attraction and repulsion as different conformers contribute.
This is most pronounced at the largest extension (and also at lower
temperatures) where the number of conformers available becomes rather
sparse. Note also that, with the cantilever much stiffer than the
molecule itself (except for the longest extension possible, where
within an interacting chain model the stiffness is infinite), the
setting D is only marginally larger than the resulting
extension of the molecule,
m.
 |
FLUCTUATIONS AND THERMODYNAMICS |
Next we look at the fluctuations of the length of the
macromolecule around its mean,
Lm/
m, shown in
Fig. 6 for (EG)3. For a soft
cantilever, there is a substantial variation of the fluctuations as the
macromolecule is stretched, decreasing to minimal values as the maximum
extension of the molecule is approached. This is shown for a force
constant kc = 10 pN/Å at 300 K
(thick solid line) and with more structure at 100 K
(thin solid line); the dashed-dot line is for the Gibbs
limit (vanishingly soft cantilever). For a stiff cantilever,
kc = 103 pN/Å, the
fluctuations are much smaller overall and show less dependence on the
extension of the macromolecule (dashed lines).

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FIGURE 6
Relative length fluctuations (a) and segment
elasticity (b) of (EG)3 when coupled to
cantilevers of different force constants. Dashed lines,
kc = 103 pN/Å; solid
lines, kc = 10 pN/Å; and
dashed-dot line, kc = 0;
thick lines, 300 K; and thin lines, 100 K.
|
|
To extend these results to longer chains, such as for PEG with 750 EG
units, we can estimate the relative fluctuations by scaling with the
square root of the ratio of the respective lengths,
= 0.06, yielding
Lm/
m < 0.003 in the high force regime. In contrast, we can estimate these
fluctuations from the force fluctuations using Eq. 14. From the
experiments on PEG by Oesterhelt et al. (1999)
we
estimate
F
10 pN so that, for
kc = 10 pN/Å, we have
Lm/
m
0.0004, and for kc = 1 pN/Å we have
Lm/
m
0.004, in reasonable agreement with the theoretical estimate.
We have also calculated the segment elasticity per monomer,
|
(33)
|
which is plotted in the lower panel of Fig. 6 for
(EG)3 for stiff (dashed lines) and soft
(solid lines) cantilevers at two temperatures. In the
Helmholtz limit (stiff cantilever) the segment elasticity has obviously
much more structure reflecting the structure in the force-extension
curve. In contrast, in the Gibbs limit (soft cantilever), the segment
elasticity is fairly constant (~100-150 pN/Å) up to the regime of
extreme forces, i.e., close to bond rupture where it increases dramatically.
For completeness, we mention that we can also relate the segment
elasticity to the length fluctuations
|
(34)
|
|
(35)
|
Thus, although the relative length fluctuations are smallest for a
stiff cantilever, their variation with
m
is important.
Last, in Fig. 7, we show the Helmholtz
free energy of the macromolecule-cantilever system, Eq. 5, and the
entropy
|
(36)
|
plotted as a function of the average length of the macromolecule,
for the cantilever force constants and temperatures of Fig. 3,
excluding the contributions from the internal vibrational modes of the
macromolecule. (The internal vibrational modes arise from 84 degrees of
freedom for (EG)3 and contribute at 300 K and zero force
~255 kBT to the free energy and 29 kB to the entropy (Wang et al.,
2000
).) For a soft cantilever (top panel) the
Helmholtz free energy of the total system is rather structureless and
the Gibbs free energy (as a function of the average length and not of
its proper variable, the force),
g(T,
m(D)) = f(T, D)
D, looks like the Gibbs free energy of the isolated
macromolecule. For a stiff cantilever (third panel) the
Helmholtz free energy of the total system follows the envelope of the
conformer potential energy curves, particularly at low temperature, and
is thus very similar to the Helmholtz free energy for the isolated
macromolecule (bottom panel) from which one can obtain the
force-extension curve by direct differentiation.

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|
FIGURE 7
Helmholtz free energy (solid lines) and
entropy (dashed lines) of (EG)3 when coupled to
cantilevers of different force constants as in Fig. 3. Thick lines at
300 K and thin lines at 100 K.
|
|
The entropies are fairly constant for soft and moderately stiff
cantilevers at ~5-7 kB, because of the fact
that the conformer potentials overlap, see Fig. 2. Structure only shows
up in the Helmholtz limit where, for very low temperatures, the entropy is the logarithm of the sum of the degeneracies of the contributing conformers, e.g., it is kB ln 2 around the
minimum of the (g+g
g+) conformer,
kB ln 4 around the minimum of
(g+g+g
), and it develops a narrow
peak of height kB ln(4 + 2) where these
two potentials cross, and similarly for the other conformers. An
example of such behavior has been published previously by
Kreuzer et al. (1999)
.
 |
SUMMARY |
In this paper, we have set up the theory to describe the
stretching of a macromolecule by a cantilever in an AFM experiment. We
have shown that, for intermediate cantilever force constants, the
elastic and energetic properties of both the macromolecule and the
cantilever contribute to the force-extension curve in an intricate
way, roughly describable as a convolution. However, for soft
cantilevers, a situation can be achieved in which the effect of the
cantilever on the force-extension curve becomes negligible, and the
latter can be calculated using the Gibbs ensemble for an isolated
molecule, as we have done in our previous work (Kreuzer et al.,
1999
; H. J. Kreuzer and M. Grunze, submitted for
publication). In contrast, for very stiff cantilevers the force-extension curve resembles that which one would obtain from a
calculation in the Helmholtz ensemble of the isolated macromolecule. These two ensembles do not produce the same mechanical equation of
state (i.e., force-extension curve) as they would for a
macroscopically large system, because polymer molecules even with
several hundred monomer units are still substantially influenced by
fluctuations, in particular, in the force needed to stretch them.
As examples of this theory and in an attempt to understand
quantitatively the experiments by Oesterhelt et al.
(1999)
on the stretching of PEG, we have used, as input, the
energetics and structure of the conformers as calculated with ab initio
methods. The resulting force-extension curves are thus parameter-free
and relevant as predictions for experiments where the cantilever
compliance can be varied. Where a comparison is already possible,
namely for long PEG molecules stretched with a soft cantilever, the
agreement is excellent.
H.J.K. is grateful to H. E. Gaub for stimulating discussions
and for pointing out that this problem needed a resolution. This work
was supported by a grant from the Office of Naval Research. H.J.K.
would also like to thank M. Grunze for many discussions and the
University of Heidelberg for a guest professorship during the winter
semester 1999/2000 when this work was begun.
Address reprint requests to H. J. Kreuzer, Dalhousie University,
Dept. of Physics, Halifax, N.S. B3H 3J5, Canada. Tel.: 902-494-2337;
Fax: 902-494-5191; E-mail: kreuzer{at}is.dal.ca.