Susil Baral1, Chunming Liu1,2, Xianwen Mao1, Geoffrey W Coates1, Peng Chen1. 1. Department of Chemistry and Chemical Biology, Cornell University, Ithaca, New York 14853, United States. 2. Departments of Polymer Science and Chemistry, The University of Akron, Akron, Ohio 44325-3909, United States.
Abstract
Synthetic polymers have widespread applications in daily life and advanced materials applications. Making polymers efficiently and controllably is highly desired, for which modulating intramolecular and intermolecular interactions have been an effective approach. Recent real-time single-polymer growth studies uncovered nonequilibrium conformational entanglements that form stochastically under living polymerization conditions and which appear to plausibly play key roles in controlling the polymerization kinetics and dispersion. Here, using magnetic tweezers measurements, we study the real-time polymerization dynamics of single polynorbornene-based polymers in which we systematically tune the hydrogen-bonding interactions by titrating the OH content in the monomers and the formed polymers during ring opening metathesis polymerization. Using norbornenes with and without a hydroxyl group and a nonreactive monomer analogue, we show that intrachain and intermolecular hydrogen bonding compete, and both alter the microscopic properties of the nonequilibrium entanglements, leading to surprising multiphasic dependences of polymerization dynamics on the polymer's OH content. We further formulate a simple model to rationalize quantitatively the observed multiphasic behaviors by considering the different scaling relations of intrachain and intermolecular hydrogen bonding on the OH content. These results provide insights into the interconnected roles of intra-/intermolecular interactions, polymer chain conformations, and free monomers in solution in affecting polymerization kinetics and dispersion, and point to new opportunities in manipulating polymerization reactions.
Synthetic polymers have widespread applications in daily life and advanced materials applications. Making polymers efficiently and controllably is highly desired, for which modulating intramolecular and intermolecular interactions have been an effective approach. Recent real-time single-polymer growth studies uncovered nonequilibrium conformational entanglements that form stochastically under living polymerization conditions and which appear to plausibly play key roles in controlling the polymerization kinetics and dispersion. Here, using magnetic tweezers measurements, we study the real-time polymerization dynamics of single polynorbornene-based polymers in which we systematically tune the hydrogen-bonding interactions by titrating the OH content in the monomers and the formed polymers during ring opening metathesis polymerization. Using norbornenes with and without a hydroxyl group and a nonreactive monomer analogue, we show that intrachain and intermolecular hydrogen bonding compete, and both alter the microscopic properties of the nonequilibrium entanglements, leading to surprising multiphasic dependences of polymerization dynamics on the polymer's OH content. We further formulate a simple model to rationalize quantitatively the observed multiphasic behaviors by considering the different scaling relations of intrachain and intermolecular hydrogen bonding on the OH content. These results provide insights into the interconnected roles of intra-/intermolecular interactions, polymer chain conformations, and free monomers in solution in affecting polymerization kinetics and dispersion, and point to new opportunities in manipulating polymerization reactions.
Synthetic
polymers have widespread applications ranging from fabrics,
coatings, and adhesives in our daily lives to advanced optoelectronics
and biomimetic materials.[1−7] Making polymers efficiently and with controlled microstructures
and even controlled sequences remains a frontier in synthetic chemistry.[8,9] Modulating intra- and intermolecular interactions has been shown
to be an effective approach to alter monomer reactivity or bias the
polymerization toward the desired reaction pathways.[10−12] Hydrogen bonding (i.e., H-bonding) can tune the electronic properties
of methacrylate monomers to increase their reactivity for radical
polymerization.[13,14] Intrachain interactions through
multidentate coordination of metal ions,[15] bridges made of H-bonding,[16] or templating
by bulky chiral groups[17] can facilitate
intrachain cyclization instead of interchain cross-linking reactions
during radical polymerization of multivinyl monomers.[10] Interactions with the solvent can also impact the outcome
of polymerization:[10] poor solvent can induce
collapsed chain conformations, facilitating intrachain cyclization,[18] whereas in a good solvent, the excluded volume
effect can favor interchain cross-linking reactions.[11]Recently, we discovered that under living polymerization
conditions,
single-polymer chains can form nonequilibrium conformational
entanglements that form and unravel stochastically and that appear
to plausibly play key roles in controlling the polymerization kinetics,[19,20] including simple linear polymers such as polynorbornene and polycyclooctene[19] as well as the conjugated polymer polyacetylene
for which a monomer ring strain effect is even overruled in forming
long chains.[20] There, we used a magnetic
tweezers-based approach to monitor single-polymer growth during the
ring opening metathesis polymerization (ROMP) of cycloolefins catalyzed
by the Ru-based Grubbs second-generation catalyst.[19,20] In this approach (Figure a), the growing polymer is tethered between a surface and
a magnetic particle, which is pulled by a constant and controllable
magnetic force to stretch out the polymer. The linkage to the magnetic
particle is via the C=Ru bond of the Ru catalyst, whose N-heterocyclic carbene ligand is linked to the particle
via alkoxysilane side chains and which is already initiated during
the tethering reaction (i.e., its PCy3 ligand dissociated).
During ROMP, the monomers from the surrounding solution are inserted
into the C=Ru bond continually, leading to chain propagation
and lengthening of the chain’s end-to-end extension, which
is monitored in real time by following the z-position
of the magnetic particle. Nevertheless, it is important to note that
such single-polymer growth conditions are different from typical bulk
polymerization reactions in solution (see also next paragraph), including
the pulling force, the tethering of both chain ends, the extreme dilution
of polymers, and the polymers formed being from ROMP and being long
chains (e.g., many hundreds to thousands of subunits); these conditions
might play roles in the formation of the nonequilibrium entanglements.
Figure 1
Single-polymer
growth measurements using magnetic tweezers. (a)
Schematic of magnetic tweezers approach to monitor single-polymer
growth during ROMP and of the monomers used in the study. (b) Top:
Schematic of ROMP of cyclic olefins catalyzed by second-generation
Grubbs catalyst (G2). Bottom: Representative single-polymer extension-vs-time
trajectories during the ROMP of 1 M NB-OH (blue trace), 1 M NB (green
trace) and 5% NB-OH in a total 1 M NB + NB-OH mixture (gray trace)
under a ∼17 pN stretching force. Tether extensions before the
monomer addition are shown in a negative time scale. The black arrow
marks the monomer addition and flow time during which the extension
was not measured. Inset in plot: zoom-in of the gray-boxed region
in the blue trace defining the waiting time τ, waiting-period
slope s, and jump length j in a
single wait-and-jump event. (c–f) Histograms of waiting time,
waiting-period slope, jump length, and persistence length of poly(NB-OH).
Black lines: double exponential (c), single exponential (d and e),
and Gaussian (f) fits; (d) contains an extra population in the first
bin of s ≈ 0 nm s–1 for
those essentially flat waiting periods, similarly as previously observed
for polyNB and polycyclooctene,[19] which
is excluded in the fit. Insets: comparisons of τ, s, j, and p averaged over many individual
polymers of polyNB and poly(NB-OH). Error bars are SEM. The statistical
significance comparing the average values determined using two-sample t test (parametric test, brown fonts) and comparing the
distributions using Kruskal–Wallis test (nonparametric test,
orange fonts) are represented as * for P < 0.1,
** for P < 0.01, *** for P <
0.001, **** for P < 0.0001, and n.s. (nonsignificant)
for P > 0.1.
Single-polymer
growth measurements using magnetic tweezers. (a)
Schematic of magnetic tweezers approach to monitor single-polymer
growth during ROMP and of the monomers used in the study. (b) Top:
Schematic of ROMP of cyclic olefins catalyzed by second-generation
Grubbs catalyst (G2). Bottom: Representative single-polymer extension-vs-time
trajectories during the ROMP of 1 M NB-OH (blue trace), 1 M NB (green
trace) and 5% NB-OH in a total 1 M NB + NB-OH mixture (gray trace)
under a ∼17 pN stretching force. Tether extensions before the
monomer addition are shown in a negative time scale. The black arrow
marks the monomer addition and flow time during which the extension
was not measured. Inset in plot: zoom-in of the gray-boxed region
in the blue trace defining the waiting time τ, waiting-period
slope s, and jump length j in a
single wait-and-jump event. (c–f) Histograms of waiting time,
waiting-period slope, jump length, and persistence length of poly(NB-OH).
Black lines: double exponential (c), single exponential (d and e),
and Gaussian (f) fits; (d) contains an extra population in the first
bin of s ≈ 0 nm s–1 for
those essentially flat waiting periods, similarly as previously observed
for polyNB and polycyclooctene,[19] which
is excluded in the fit. Insets: comparisons of τ, s, j, and p averaged over many individual
polymers of polyNB and poly(NB-OH). Error bars are SEM. The statistical
significance comparing the average values determined using two-sample t test (parametric test, brown fonts) and comparing the
distributions using Kruskal–Wallis test (nonparametric test,
orange fonts) are represented as * for P < 0.1,
** for P < 0.01, *** for P <
0.001, **** for P < 0.0001, and n.s. (nonsignificant)
for P > 0.1.Many features of this magnetic tweezers experiment distinguish
it from polymerization reactions in bulk solution: (1) It directly
measures nonequilibrium steady-state kinetics, as there is no monomer
depletion (note the monomer-vs-catalyst ratio > 107:
1).
(2) Long chain lengths up to many thousands of monomers are readily
achievable. (3) The kinetics cleanly reflect chain propagation kinetics,
as the catalyst is preinitiated. (4) Rebinding of the PCy3 ligand to the catalyst is negligible, as the ligand is flushed away
after the tethering reaction. (5) Interchain interactions are negligible
due to the low density of tethered polymers on the surface. It also
should be noted that the reaction geometry is analogous to surface-grafted
polymer growths,[21−24] except for the presence of the pulling force. This magnetic tweezers
approach is part of the emerging efforts toward studying polymerization
reactions of synthetic polymers at the single-molecule level.[19,20,25−29] Bayley et al. have used single-nanopore electrical
recording to monitor single poly(disulfide)s polymerization at single-monomer
resolution, but the polymer growth was limited to ∼10 subunits
by the nanopore size.[26,28] Using single-molecule fluorescence
microscopy, Blum et al. visualized the incorporation of single fluorescently
labeled monomers into synthetic polymer aggregates amid a high concentration
of unlabeled monomers,[27] and Goldsmith
et al. have quantified the initiation kinetics of single organometallic
catalysts for metathesis polymerization reactions.[30]The stochastic formation and unraveling of the nonequilibrium
conformational
entanglements (termed “hairballs”) during real-time
single-polymer growths were experimentally manifested by the wait-and-jump
steps in their extension-vs-time trajectories.[19] The formation of these hairballs likely results from the
torsional strains in the backbone that are generated during the polymerization
reaction; these hairballs are held together temporarily by intrachain
van der Waals interactions, which are broken when they unravel to
the thermodynamically equilibrated, extended conformation under force
stretching. Furthermore, the properties of these hairballs under such
reaction conditions appear to plausibly play key roles in controlling
polymerization kinetics, in which those individual polymers having
kinetically less stable, structurally looser, and larger hairballs
polymerize faster. As the stochastic formation of hairballs makes
them naturally dispersed from one polymer to another, they fundamentally
contribute to the dispersion of polymerization kinetics and thus dispersion
of chain length among individual polymers.More importantly,
the discovery of these hairballs, which are nonequilibrium
structures, and of their functional roles immediately points to an
unprecedented opportunity to manipulate polymerization kinetics and
dispersion: by manipulating the microscopic properties of these hairballs
during living polymerization reactions through tuning intramolecular
and/or intermolecular interactions. Here, we report a magnetic tweezers
study of real-time growth of single polynorbornene-based polymers,
in which we systematically tune H-bonding interactions by titrating
the OH content in the monomers and the formed polymers during ROMP.
This systematic titration is hard to achieve in corresponding bulk
experiments due to drastically different and changing solubilities
of the monomers and the resulting polymers. Using norbornenes with
and without a hydroxyl group and a nonreactive monomer analogue, we
show that intrachain and intermolecular H-bonding compete, and both
alter the microscopic properties of the nonequilibrium entanglements.
The interplay of intra- and intermolecular interactions leads to surprising
multiphasic dependences of polymerization dynamics on the OH content
in the polymer. We further formulate a simple model to rationalize
quantitatively the observed multiphasic behaviors by considering the
different scaling relations of intrachain and intermolecular H-bonding
on the OH content. These results provide insights into the interconnected
roles of intramolecular interactions, intermolecular interactions,
polymer chain conformations, and free monomers in affecting polymerization
kinetics and dispersion and raise new opportunities to manipulate
polymerization reactions.
Results and Discussion
Intrachain H-Bonding Preserves
Conformational Entanglements
That Play Key Roles in Single-Chain Polymerization Dynamics
Our approach to manipulate the stability of the nonequilibrium conformational
entanglements (i.e., hairballs) is to introduce intrachain H-bonding.
We chose H-bonding because it is generally specific to XH functional
groups (X = O, N, or F), short in range, and its presence can be turned
by controlling the amount of XH groups. We added a CH2OH
group in the norbornene (NB) monomer, i.e., 5-norbornene-2-methanol
(NB-OH; Figure a;
60:40 endo/exo mixture; Figure S1). The CH2OH group of NB-OH
is small, rendering minimal structural perturbation to the NB moiety.
In a solvent that cannot participate in H-bonding, intrachain H-bonding
should be significant, adding stability to the hairballs that form
during real-time polymer growth. Furthermore, by mixing the NB and
NB-OH monomers in variable ratios, we can modulate progressively the
amount of intrachain H-bonding in the resulting copolymer, which should
systematically tune the stability of the possible hairballs.However, even though the second-generation Grubbs catalyst (G2) is
known to tolerate OH groups in the monomers,[31,32] the OH group in NB-OH could potentially bind to the catalyst’s
Ru center, thus impeding the catalysis.[33,34] Therefore,
we first measured the real-time single-polymer growth of ROMP with
only the NB-OH monomer (1 M) using magnetic tweezers. (All real-time
growths were done at a ∼17 pN pulling force under which the
equilibrium conformation of semiflexible synthetic polymers follows
the worm-like-chain model;[35,36]Figure S2a, and Materials and Methods.) Toluene was used as the solvent. NB-OH monomer is highly soluble
in toluene, but the poly(NB-OH) product is not, as confirmed by the
polymer precipitations in bulk polymerization reactions (Supporting Information, Section 3). This poor
solubility of poly(NB-OH) makes a parallel bulk polymerization experiment
impossible but is not an issue in our single-polymer level measurements,
which only produce a minuscule amount of polymers (∼picomolar)
and in which interchain interactions are negligible. Being able to
measure polymers regardless of their solubility is a particular advantage
of our experimental approach. This condition of using NB-OH as the
only monomer also represents the maximally possible formation of intrachain
H-bonds in the polymer, as the solvent is aprotic and if not considering
the free monomers in the solution.To our delight, NB-OH can
indeed polymerize via G2-catalyzed ROMP
under our experimental conditions. The end-to-end extension of a typical
single poly(NB-OH) tethered between a magnetic particle and the coverslip
surface increased over time, to hundreds to thousands of nanometers,
resulting from the continual insertions of the NB-OH monomer into
the Ru=C bond and the accompanying chain propagation, until
we flushed out the monomers to terminate the reaction (Figure b, blue). This extension-vs-time
trajectory exhibits stochastic wait-and-jump steps, characteristic
of the probabilistic formation and unraveling of nonequilibrium conformational
entanglements (i.e., hairballs) during living polymerization, as observed
previously on the growths of single polynorbornene (polyNB) chains
(Figure b, green)
and polycyclooctene.[19] Each wait-and-jump
event is associated with one hairball (Figure b, inset), whose microscopic properties are
characterized by the waiting time (τ), which is the duration
of a hairball and reflects the hairball’s kinetic stability;
the slope during the waiting period (s), which is
a hairball’s expansion rate in physical dimension during polymerization
and reflects the hairball’s global structural looseness; and
the jump length (j), which is the chain length newly
grown into a hairball and reflects the hairball size. Pooling results
from 50 single poly(NB-OH) growth trajectories, the individual waiting
times τ follow a double-exponential distribution, averaging
at 270 ± 20 s (Figure c). Unexpectedly, the average τ, ⟨τ⟩,
is only slightly smaller than and almost comparable to the 310 ±
20 s for polyNB grown under the same monomer concentration and pulling
force, indicating similar kinetic stabilities between poly(NB-OH)
and polyNB hairballs (Figure c and inset). The waiting-period slope s mostly
follows a single exponential distribution, averaging at 0.07 ±
0.01 nm s–1, which is also unexpectedly undifferentiable
from the 0.07 ± 0.01 nm s–1 for polyNB, indicating
similar structural looseness of their hairballs (Figure d and inset). The jump length j follows a single exponential distribution, with an average
of 115 ± 6 nm in extension length, corresponding to 290 ±
20 monomers, smaller than the 380 ± 20 monomers for polyNB (Figure e and inset).We further performed force–extension measurements on the
individual grown poly(NB-OH) (Methods). They
can be satisfactorily fitted by the worm-like-chain model, giving
the persistence length (p) and the contour length
(L0) of each polymer[36−39] (Figure S2a). The persistence length follows a normal distribution, with an
average of 0.9 ± 0.1 nm, corresponding to ∼1.5 monomers
(monomer length ∼0.55 nm, Supporting Information Section 1) and slightly more (rigid) than that of polyNB (0.7
± 0.1 nm; Figure f and inset). The contour length of poly(NB–OH) grown here
is in the range of ∼500–4000 nm (Figure S2b), corresponding to ∼900–7300 monomers
in length.The determination of the counter length, in addition
to the known
total reaction time and monomer length, directly gave the average
polymerization rate V (i.e., chain propagation rate)
of each polymer. The polymerization rates of individual poly(NB-OH)
are heterogeneous, following a log-normal distribution and averaging
at 1.9 ± 0.4 monomer s–1, slightly slower than
the 2.4 ± 0.4 monomer s–1 for polyNB growth
under the same reaction conditions (Figure a and inset). Furthermore, the polymerization
rates of individual polymers show strong negative, positive, and positive
correlations, respectively, with their average waiting time, waiting-period
slope, and jump length (Figure b–d); these observations are consistent with our previous
discovery[19,20] that faster polymerizations of individual
polymers are associated with hairballs that are kinetically less stable
(i.e., shorter average waiting time τ), structurally looser
(i.e., larger average slope of the waiting period s), and size-wise larger (i.e., larger average jump length j).
Figure 2
Correlation between polymerization kinetics and hairball
properties
of single poly(NB-OH) molecules. (a) Distribution of the polymerization
rate V of individual poly(NB-OH) molecules. Black
line: fit with log-normal distribution: , where μ is the mean of the logarithmic
values, and σ is the standard deviation of the logarithmic values.
Inset: comparison of polymerization rates of polyNB and poly(NB-OH)
averaged over many individual polymers; error bars are SEM. (b–d)
Correlations between an individual polymer’s polymerization
rate and its average waiting time, waiting-period slope, and jump
length for poly(NB-OH). ρ: Pearson’s cross correlation
coefficient. Each solid blue dot in b–d represents a single
polymer; open blue squares are binned and averaged results and the
error bars are SD.
Correlation between polymerization kinetics and hairball
properties
of single poly(NB-OH) molecules. (a) Distribution of the polymerization
rate V of individual poly(NB-OH) molecules. Black
line: fit with log-normal distribution: , where μ is the mean of the logarithmic
values, and σ is the standard deviation of the logarithmic values.
Inset: comparison of polymerization rates of polyNB and poly(NB-OH)
averaged over many individual polymers; error bars are SEM. (b–d)
Correlations between an individual polymer’s polymerization
rate and its average waiting time, waiting-period slope, and jump
length for poly(NB-OH). ρ: Pearson’s cross correlation
coefficient. Each solid blue dot in b–d represents a single
polymer; open blue squares are binned and averaged results and the
error bars are SD.Altogether, these results show
that during real-time ROMP in toluene,
poly(NB-OH), which is supposed to form extensive intrachain H-bonds,
can form nonequilibrium conformational entanglements (i.e., hairballs),
and these entanglements still play roles in controlling the polymerization
kinetics, despite the polymer’s poor solubility. However, even
with the supposed intrachain and thus intrahairball H-bonds, the conformational
entanglements of poly(NB-OH) do not show significant differences in
kinetic stability and structural looseness from those of polyNB (see
below further considerations of intermolecular H-bonding between the
chain and monomers in the solution).
Multiphasic Dependences
of Single-Polymer Growth Dynamics on
Monomer OH Content
To probe why the real-time growth dynamics
of single poly(NB-OH) does not differ drastically from those of polyNB
and to systematically examine the effects of intrachain H-bonds, we
examined the growth of single copolymers of NB and NB-OH, in which
we titrated the mole percentage of the NB-OH monomer while keeping
the total monomer concentration at 1 M in toluene. At the simplest
level, we expect the stabilities of hairballs formed during living
polymerization would vary monotonically with increasing OH content
in the copolymer backbone. It is worth noting that such systematic
titrations in the same solvent are inaccessible for bulk polymerization
studies because the solubilities of NB and NB-OH differ significantly,
and the solubility of the copolymer is expected to change substantially
with increasing OH content, especially for longer chains. These differences
and changes in monomer and copolymer solubility would require different
solvents at different NB–OH percentages in bulk measurements,
whereas solubility is not an issue in our single-polymer level measurements.For all single copolymer growths and regardless of NB-OH percentages,
the real-time extension trajectories maintain the stepwise, wait-and-jump
behaviors, reporting hairball formation and unraveling during living
polymerization (Figure b, gray trajectory, for 5% NB-OH, and Figure S3 for others). Moreover, across all conditions, the polymerization
rate V of individual copolymers maintains the correlations
with the microscopic properties of their hairballs (Figures S5–S9) like those in Figure b–d. Therefore, the hairballs continue
to play key roles in controlling the polymerization kinetics with
varying intrachain H-bonding interactions.However, the average
microscopic properties of the hairballs do
not change monotonically with increasing NB-OH percentage in the monomers,
pooling results from a total of >200 single polymers over five
different
monomer compositions (Figure a–c). The average waiting time, ⟨τ⟩,
which reflects the kinetic stability of the hairballs, shows a striking
multiphasic dependence with increasing NB-OH percentage: it initially
decreases from 0% to 1% NB-OH, and then increases at 5% NB-OH, before
it decreases until 100% NB-OH at which its value is comparable to
that at 0% NB-OH (Figure a). This multiphasic behavior of ⟨τ⟩ indicates
that the kinetic stability of hairballs has a complex relation with
the percentage of OH groups in the monomers.
Figure 3
Dependence of single-polymer
growth dynamics on monomer OH content.
(a–d) Average waiting time, waiting-period-slope, jump length,
and polymerization rate of single polymers vs the mole percentage
of monomer NB-OH in the total 1 M of NB + NB-OH reactant mixture.
Magenta data points are the polymerization condition with 0.2 M rNB-OH
added to the 5% NB-OH condition. (e) Heterogeneity index (in percentage),
defined as the ratio of standard deviation and the mean (i.e., σ/μ)
derived from the log-normal fit of polymerization rate distribution
as shown in Figure a, vs the NB-OH percentage. The statistical significance comparing
the average values determined using two-sample t test
(parametric test, brown fonts) and comparing the distributions using
Kruskal–Wallis test (nonparametric test, orange fonts) is represented
as * for P < 0.1, ** for P <
0.01, *** for P < 0.001, **** for P < 0.0001, and n.s. (nonsignificant) for P >
0.1.
Dependence of single-polymer
growth dynamics on monomer OH content.
(a–d) Average waiting time, waiting-period-slope, jump length,
and polymerization rate of single polymers vs the mole percentage
of monomer NB-OH in the total 1 M of NB + NB-OH reactant mixture.
Magenta data points are the polymerization condition with 0.2 M rNB-OH
added to the 5% NB-OH condition. (e) Heterogeneity index (in percentage),
defined as the ratio of standard deviation and the mean (i.e., σ/μ)
derived from the log-normal fit of polymerization rate distribution
as shown in Figure a, vs the NB-OH percentage. The statistical significance comparing
the average values determined using two-sample t test
(parametric test, brown fonts) and comparing the distributions using
Kruskal–Wallis test (nonparametric test, orange fonts) is represented
as * for P < 0.1, ** for P <
0.01, *** for P < 0.001, **** for P < 0.0001, and n.s. (nonsignificant) for P >
0.1.Consistently, the average waiting-period
slope, S, which reflects the structural looseness
of the hairballs, also
shows a multiphasic dependence with increasing NB-OH percentage but
anticorrelated with that of ⟨τ⟩ (Figure b). This anticorrelation is
expected because structurally looser hairballs (i.e., larger S) should be kinetically less stable (i.e., shorter ⟨τ⟩).
The average jump length, ⟨j⟩, which
reflects the hairball size, also shows a multiphasic dependence, approximately
parallel to that of ⟨τ⟩ (Figure c). The consistent appearances of multiphasic
behaviors across ⟨τ⟩, S, and
⟨j⟩ support that these multiphasic
dependences with increasing NB-OH percentages in the monomers indeed
reflect actual trends and are not due to indeterminate data variations,
even though the titration here only comprises five different ratios
in monomer composition. Moreover, this consistency across the three
microscopic properties of hairballs strongly suggests a common underlying
molecular process that evolves with increasing NB-OH percentage, giving
rise to these complex behaviors (see below on mechanism).As
the microscopic properties of hairballs play key roles in controlling
the polymerization kinetics under our reaction conditions, their multiphasic
dependences on the NB-OH percentage in the monomers should translate
into the polymerization rates of individual polymers. Indeed, the
average V of individual (co)polymers shows a multiphasic
dependence, anticorrelated with that of ⟨τ⟩ but
correlated with those of S and ⟨j⟩, with increasing NB-OH percentage (Figure d). Altogether, these results indicate that
tuning the properties of the nonequilibrium conformational entanglements
during living polymerization can indeed alter polymerization kinetics,
in which complex patterns can translate from one to the other.We further analyzed the dispersion in polymerization rates of individual
(co)polymers. Here, we use a heterogeneity index, which is defined
as the standard deviation (σ) divided by the mean (μ)
of the log-normal distribution of the polymerization rate V (e.g., Figure a) and which quantifies the spread of individual values from
their average. Strikingly, the heterogeneity index also shows a multiphasic
dependence with increasing NB-OH percentage (Figure e), directly correlated with those of the
polymerization rate V (Figure d). The heterogeneity index-vs-V correlation is somewhat expected, as faster polymerization kinetics
typically leads to broader dispersion in linear polymers.[40] The heterogeneity index also shows clear anticorrelation
and correlation with the trends of ⟨τ⟩ and S, respectively (Figure , panel e vs a,b), supporting that the properties of
conformational entanglements play a key role in the polymer dispersion
as well. Analysis of the dispersity gave a similar trend as that of
the heterogeneity index (Figure S10).
Role of Intermolecular H-Bonding
The systematic titration
of the NB-OH percentage in the monomer mixture revealed unexpected
multiphasic behaviors of hairball properties and polymerization kinetics
(Figure a–d),
in sharp contrast to the simplistic prediction that increasing NB-OH
percentage should monotonically increase the stability of the hairballs
and slow down the polymerization. However, our magnetic tweezers experiments
are under real-time living polymerization conditions, in which there
are always free monomers present in solution. These free NB-OH monomers
should also be able to form H-bonds with the OH group in the growing
polymer. Such intermolecular H-bonding would compete with the formation
of intrachain H-bonding and potentially destabilize the hairballs.
Both intermolecular and intrachain H-bonding would increase with increasing
NB-OH percentage during titration, convoluting their respective contributions.To dissect the effects of intermolecular H-bonding, we introduced
2-norbornanemethanol, the reduced form of NB-OH (i.e., rNB-OH; Figure a), along with NB–OH
in single-polymer growth experiments. Without a C=C bond, rNB-OH
cannot participate in ROMP and thus will only contribute to intermolecular
H-bonding with the growing polymer but not to intrachain/intrahairball
H-bonding interactions. We chose to add 0.2 M rNB-OH to the 5% NB-OH
condition (i.e., 0.05 M NB-OH and 0.95 M NB), where the hairball showed
the highest stability, reflected by the longest average waiting time
and smallest average waiting-period slope (Figure a,b). As such, the total OH group concentration
in the solution is 0.25 M, equivalent to that of the 25% NB-OH condition,
whereas the percentage of OH in the polymer chain remains the same
as that of 5% NB-OH. It should be noted that our experiments are under
steady-state polymerization kinetics, where monomer depletion is negligible,
and thus the total concentration of OH in the solution remains the
same throughout the polymerization process.In the presence
of the added 0.2 M rNB-OH together with 5% NB-OH
in solution, the single-polymer growth trajectories still show the
wait-and-jump steps (Figure S3). More important,
the average waiting time ⟨τ⟩ decreases by about
one-fourth compared with the 5% NB-OH condition (Figure a, magenta point and blue arrow),
indicating a kinetic destabilization of the hairballs by the presence
of 0.2 M rNB-OH and consistent with the expected role of the added
rNB-OH in contributing only to intermolecular H-bonding. The average
waiting-period slope S increases by about two-fifths
(Figure b, blue arrow),
indicating structurally looser hairballs and again supporting rNB-OH’s
role in forming more intermolecular H-bonds that compete with intrahairball
ones. The average jump length ⟨j⟩ does
not change much (Figure c, magenta point). The average polymerization rate V increases by 1.6 times (Figure d, blue arrow), even slightly faster than that of the
25% NB-OH condition (Figure d), corroborating the idea that kinetically less stable and
structurally looser hairballs contribute to faster polymerization
kinetics. Consistently, the dispersion of V in the
presence of rNB-OH is also larger than those at the 5% and 25% NB-OH
conditions (Figure e). Taken altogether, these results indicate that the intermolecular
H-bonding between free OH in the solution and the OH in the growing
polymer chain also play important roles in determining the polymerization
kinetics and its dispersion.
Modeling the Interplay between Intrachain
and Intermolecular
H-Bonding in Affecting Hairball Stability
The experimental
results above demonstrated that the stability of the hairball is affected
by two competing H-bonding: the intrachain H-bonds stabilize the hairballs,
while the intermolecular H-bonds destabilize them (Figure a). Therefore, the overall
stability of the hairballs during real-time polymerization should
depend on the probability difference for the incoming NB-OH monomer
to form intrachain versus intermolecular H-bonds, which in turn should
depend on the concentrations of free OH groups in the growing chain
versus in the surrounding solution. The effective concentration of
free OH groups in the polymer chain is expected to be dependent on
the fraction of the NB-OH monomer in the chain (which is determined
by the fraction of NB-OH in the NB + NB-OH monomer mixture) as well
as on the chain conformation, which affects not only the effective
volume that the intrachain OH groups occupy but also their geometric
accessibility. On the other hand, the concentrations of free OH groups
in the solution are largely determined by the concentration and thus
the fraction of the NB-OH monomer in the monomer mixture. This scaling
difference between intrachain and solution free OH groups versus the
fraction of the NB-OH monomer likely gives rise to the multiphasic
behaviors of hairball stabilities and the associated polymerization
kinetics (Figure )
(see Supporting Information, Section 4 for
rationales against the possibility that OH group
coordination to Ru is the underlying reason for the observed multiphasic
behaviors.)
Figure 4
Modeling monomer OH content effect on hairball kinetic stability.
(a) Schematic illustration of the intrachain (red) and intermolecular
(green) H-bonds. (b) The simulated free OH concentrations in the chain
([OH]chain) and in solution ([OH]soln) and their
difference under different NB-OH mole fractions (x) in a total 1 M monomers. (c) The fitting of relative average waiting
time using the model developed in b. ⟨τ0⟩
is the averaged waiting time in pure NB monomer (x = 0), ⟨τ⟩ is the averaged waiting time with mixed NB and NB-OH monomers
at fraction x. The red open circles are experimental
data. Four different functions were tested in our model to empirically
account for the steric constraints on the availability of intrachain
OH groups; the results shown in b and c use a double-exponential decay
function vs x (Figures S16–S17 and Supporting Information, Section 5).
Modeling monomer OH content effect on hairball kinetic stability.
(a) Schematic illustration of the intrachain (red) and intermolecular
(green) H-bonds. (b) The simulated free OH concentrations in the chain
([OH]chain) and in solution ([OH]soln) and their
difference under different NB-OH mole fractions (x) in a total 1 M monomers. (c) The fitting of relative average waiting
time using the model developed in b. ⟨τ0⟩
is the averaged waiting time in pure NB monomer (x = 0), ⟨τ⟩ is the averaged waiting time with mixed NB and NB-OH monomers
at fraction x. The red open circles are experimental
data. Four different functions were tested in our model to empirically
account for the steric constraints on the availability of intrachain
OH groups; the results shown in b and c use a double-exponential decay
function vs x (Figures S16–S17 and Supporting Information, Section 5).To quantitatively understand the
multiphasic behaviors in Figure , we built a simple
model to treat the interplay between intrachain and intermolecular
H-bond formation (see Supporting Information, Section 5 for detailed model formulation, rationalization,
and derivation). Our model takes into account the polymer conformation
and the intrachain and intermolecular H-bond formation equilibria.
It also considers the steric constraint imposed by the polymer chain
on the availability of OH groups in the chains, in which higher percentages
of OH groups in the chain decrease the availability of OH groups to
form H-bonds. The model also applies the Brønsted linear free
energy relationship and Arrhenius equation to relate the energetic
stability of hairballs to their kinetic stability that is experimentally
manifested by the average waiting time ⟨τ⟩ in
the growth trajectories. To simplify the treatment, the model makes
the approximations that (1) all H-bonds are energetically equivalent,
and (2) each OH group can only form one H-bond regardless of serving
as a donor or acceptor because the steric hindrance of the norbornene
moiety should impair simultaneous formation of multiple H-bonds around
each OH group. (See Supporting Information, Section 5 for the approximations made and discussions on their rationalizations
and limitations.)This model can satisfactorily fit the multiphasic
dependence of
hairball kinetic stability, as reflected by ⟨τ⟩,
versus the fraction of NB-OH in the monomer mixture (Figure c), supporting the model’s
validity. Figure b
shows the effective concentrations of free OH groups in the chain
(i.e., [OH]chain) versus the free OH concentration in the
solution (i.e., [OH]soln) from the fitted results. They
show different scaling behaviors versus the fraction of NB-OH in the
monomers, as qualitatively described above. More importantly, [OH]chain–[OH]soln, which reflects the relative
probabilities of forming intrachain versus intermolecular H-bonds,
shows the corresponding multiphasic behavior versus the fraction of
NB-OH (Figure b, orange
line). These modeling results directly reflect the complex interplay
between intrachain versus intermolecular H-bonding in controlling
the hairball stabilities and consequently the polymerization kinetics,
in which the decreasing fractional availability of OH in the chain
to form H-bonds also plays important roles. More discussions on the
fitted results are in Supporting Information, Section 5.On a separate note, the mere structural perturbation
due to the
presence of the CH2OH group in NB-OH is not expected to
result in the observed multiphasic dependences of polymerization kinetics.
Furthermore, H-bonding is a much stronger interaction in an aprotic
solvent, and the observed behaviors are fully interpretable using
intra-/intermolecular H-bonding interactions as modeled above. Therefore,
H-bonding should play a dominant role in rendering the multiphasic
behaviors, while the consequences of structural perturbations and
possible changes in other vans der Waals interactions are less significant.
Concluding Remarks
By using magnetic tweezers measurements
and titrating H-bonding interactions both intra- and intermolecularly,
we have shown that manipulating the stabilities of nonequilibrium
conformational entanglements can effectively alter polymerization
kinetics and the dispersion of the resulting polymers. The interplay
between intra- and intermolecular H-bonding can lead to complex behaviors
of polymerization dynamics, in which the conformation of the polymer
chain and the free monomers in the solution also contribute substantially.
A single-molecule approach here provides advantages in circumventing
the challenge of disparate solubilities of the monomer mixtures and
the resulting copolymers, making it possible to achieve systematic
variations of polymer composition without the need to change the solvent.
Besides H-bonding, many other chemical interactions can be incorporated
into polymers, such as electrostatic interactions between charged
functional groups, metal ion coordination, and π–π
stacking between aromatic groups, to perturb equilibrium or nonequilibrium
polymer conformations. The results presented here should help identify
more opportunities to manipulate polymerization reactions and understand
the molecular basis of their consequences.
Methods
Materials and
Characterization
Norbornene (99%), 5-norbornene-2-methanol
(98%, mixture of endo and exo; endo:exo ratio of approximately 60:40 as
revealed by 1H NMR; Figure S1), 2-norbornanemethanol (97%, mixture of endo and exo isomers), first-generation Grubbs catalyst (97%), and
potassium tert-butoxide (reagent grade, ≥98%)
were purchased from Sigma-Aldrich and used as received. Alkoxysilane-modified
G2 catalyst was synthesized as previously reported.[19] Solvents (Toluene and THF) were dried by passage through
solvent purification columns and degassed before use. All manipulations
of air- and moisture-sensitive compounds were performed under nitrogen
atmosphere in a glovebox or via standard Schlenk line operations. 1H NMR spectra were recorded on an INOVA 600 (600 MHz) spectrometer.
Magnetic Tweezers Experiments and Data Analysis
The
details of sample preparation, magnetic tweezers measurements, analysis
of single-polymer growth trajectories, and force–extension
measurements have been described in our previous studies,[19] and a brief overview is provided in the Supporting Information, Section 1. The reactions
were initiated by flowing the monomer solution into the reaction flow
cell. The real-time growth was monitored under a constant magnetic
stretching force (∼17 pN). Rotational manipulations of the
magnetic particle were used to identify single-polymer tethers. The
polymerization reaction was stopped by flushing out the monomer solution
with pure solvent, after which the force–extension measurements
were performed.
Ensemble Polymerization Measurements
The details of
ensemble polymerization measurements to complement single-polymer
growth measurements are described in detail in the Supporting Information, Section 3.
Data Availability
The raw data that support the findings
of this study are available from the corresponding author on reasonable
request.
Code Availability
The data analysis algorithm was described
in detail in our previous work,[19,20] and the associated
MATLAB codes were included in the Supporting Information of our previous
publication.[20]
Authors: Mark Burnworth; Liming Tang; Justin R Kumpfer; Andrew J Duncan; Frederick L Beyer; Gina L Fiore; Stuart J Rowan; Christoph Weder Journal: Nature Date: 2011-04-21 Impact factor: 49.962
Authors: James D Ng; Sunil P Upadhyay; Angela N Marquard; Katherine M Lupo; Daniel A Hinton; Nicolas A Padilla; Desiree M Bates; Randall H Goldsmith Journal: J Am Chem Soc Date: 2016-03-14 Impact factor: 15.419