Davide Avagliano1, Sara Tkaczyk1, Pedro A Sánchez-Murcia1, Leticia González1,2. 1. Institute of Theoretical Chemistry, Faculty of Chemistry, University of Vienna, Währinger Straße 17, A-1180 Vienna, Austria. 2. Vienna Research Platform on Accelerating Photoreaction Discovery, University of Vienna, Währinger Straße 17, A-1180 Vienna, Austria.
Abstract
The urge to discover selective fluorescent binders to G-quadruplexes (G4s) for rapid diagnosis must be linked to understand the effect that those have on the DNA photophysics. Herein, we report on the electronic excited states of a bound merocyanine dye to c-Myc G4 using extensive multiscale quantum mechanics/molecular mechanics calculations. We find that the absorption spectra of c-Myc G4, both without and with the intercalated dye, are mainly composed of exciton states and mixed local/charge-transfer states. The presence of merocyanine hardly affects the energy range of the guanine absorption or the number of guanines excited. However, it triggers a substantial amount (16%) of detrimental pure charge-transfer states involving oxidized guanines. We identify the rigidity introduced by the probe in G4, reducing the overlap among guanines, as the one responsible for the changes in the exciton and charge-transfer states, ultimately leading to a redshift of the absorption maximum.
The urge to discover selective fluorescent binders to G-quadruplexes (G4s) for rapid diagnosis must be linked to understand the effect that those have on the DNA photophysics. Herein, we report on the electronic excited states of a bound merocyanine dye to c-Myc G4 using extensive multiscale quantum mechanics/molecular mechanics calculations. We find that the absorption spectra of c-Myc G4, both without and with the intercalated dye, are mainly composed of exciton states and mixed local/charge-transfer states. The presence of merocyanine hardly affects the energy range of the guanine absorption or the number of guanines excited. However, it triggers a substantial amount (16%) of detrimental pure charge-transfer states involving oxidized guanines. We identify the rigidity introduced by the probe in G4, reducing the overlap among guanines, as the one responsible for the changes in the exciton and charge-transfer states, ultimately leading to a redshift of the absorption maximum.
G-Quadruplexes (G4s) are noncanonical
secondary structures formed in nucleic acids where groups of four
guanines interact via Hoogsteen base-pairing to form square structures,
tetrads, that stack and are stabilized by a central metal cation,[1,2] see Scheme . The
formation of G4 motifs appears throughout the human genome and evinces
essential functions in transcription, replication, stability, epigenetic
regulation, as well as in cancer formation.[3,4] G4s
are present in the promoter regions of oncogenes, like in the protooncogene
c-Myc,[5] which regulates several elongation
factors in cellular transcription. They also appear in viruses[6] and have been discussed in the context of the
pathogenicity of the severe acute respiratory syndrome coronavirus
2 (SARS-CoV-2) currently ravaging the world.[7]
Scheme 1
Schematic Representation of a G-Quadruplex (G4) with Three Tetrads
(M+ = K+ in the present study)
While in the presence of UV radiation DNA/RNA nucleobases
are able
to efficiently dissipate the gained energy into heat into the environment,[8] G4s can be damaged by the generation of guanine
radical cations,[9−13] thereby potentially affecting regulation of the transcription by
c-Myc.[14] Conversely, there is a strong
drive to exploit the fluorescence of G4s in order to develop biomarkers
for rapid non-destructive diagnosis.[15] In
this sense, small-molecule fluorescent probes are highly desirable
tools to develop real-time diagnostics and also to monitor photo-oxidative
lesions,[6] as well as to understand the
photophysics and photochemistry of G4 motifs themselves.[16,17] However, the binding of chemical probes can affect the intrinsic
chemical and physical properties of the G4, in both its electronic
ground and excited states. Thus, only if the nature of the perturbation
(structural, chemical, physical) induced by the probe is clearly identified
is it possible to understand the native properties developed in G4
after light excitation. In other words, it might be possible to connect
the difference in the absorption after binding, with the perturbation
induced by the fluorescent probe.The number of available fluorescent
binders with preference for
quadruplex over duplex structures is very reduced[18] and studies rationalizing the effect of the G4-binding
are very scarce,[19] hampering the design
of G4-fluorofores with optimal properties.[16,20] Most theoretical studies on the absorption of G4 have focused on
unprobed G4s so far.[21−24] There exist calculations of UV/vis spectra of telomeric G4 structures,[23,24] but the spectroscopic properties of G4–probe complexes are
only used as a G4 diagnostic tool to assess whether the probe binds.[25] Molecular dynamics studies have been carried
out with G4 binders[26−28] with the aim to monitor the spatiotemporal status
of G4s by means of fluorescent probes and shed light into the biological
role of these DNA structures. In this Letter, we follow a different
approach. We study the photophysics of a G4 structure, in particular
c-Myc G4, in the presence and absence of a spiropyran probe in order
to quantify the effect of the binder on the nature of the electronic
excited states of the G4 and to correlate the differences found with
the structural effects induced by the G4 binder.Spiropyrans
belong to a class of organic photochromic molecules
that, depending on UV and visible light, can reversibly convert into
a ring-opened merocyanine form. Intriguingly, the recently developed
spiropyran decorated with a quinolizidine moiety (QSP, Scheme ) does not bind DNA, but once
it isomerizes to its open and protonated merocyanine form (QMCH),
it binds strongly with c-Myc G4 in vivo.[29] The closed QSP form emits at 458 nm and after
QSP isomerizes to QMCH in the presence of c-Myc G4, its emission is
drastically shifted to 610 nm. This visible change from blue to red
allows the in vivo detection of G4 DNAs by the QSP/QMCH
system. We recently investigated the QSP → QMCH isomerization
reaction mechanism and the most probable binding mode of QMCH to G4,
showing that QMCH “rigidifies” G4, reducing its conformational
flexibility.[30] In this binding mode, the
probe is stacked to the upper tetrad of the G4 pocket, at the 3′-end,
interacting mainly with the four guanines via π–π
stacking, but also with the side nucleobases with non-covalent interactions[30] (see Figure c). Without the probe, the guanines of G4 present high
mobility, as shown in Figure a, but the presence of QMCH reduces the mobility of G4 so
that the guanines stack more compactly and have less degree of movement—notice
the unoccupied space between bases in Figure b, c. We hypothesize that the change on the
mobility of c-Myc G4 may alter the overlap between the guanine electron
densities, influencing the nature of its excited states, which is
in line with recent experiments that suggest[31] that restrained conformational changes are more important than the
nature of the central cation or the folding topology in governing
the excitation deactivation. In order to unveil this possibility,
we characterize the nature of the electronic excited states of c-MycG4 in the presence and absence of the fluorescent merocyanine probe
QMCH.
Scheme 2
Spiropyran (QSP)–Merocyanine (QMCH) Chemical Equilibrium,
Indicating that QSP Does Not Bind G4 DNA but that QMCH Does
Figure 1
Side and top views of 100 overlapped geometries sampled
with QM/MM-MD
simulations of c-Myc G4 alone (a) and in the presence of merocyanine
(b). Guanines are colored according to the tetrad they belong to (blue,
green, and purple), with the probe in magenta. The presence of the
probe produces an enhanced rigidity of the macromolecule, and the
less flexibility reduces guanines overlapping. (c) A three-dimensional
view of c-Myc G4 probed with merocyanine. Guanines included in the
QM region for the calculation of the UV spectrum are colored by tetrads
in blue, green, and purple. The additional frontier thymine and adenine
nucleobases included in the QM region, but excluded in the excited
states analysis, are colored in yellow. Cations are symbolized by
red dots.
Side and top views of 100 overlapped geometries sampled
with QM/MM-MD
simulations of c-Myc G4 alone (a) and in the presence of merocyanine
(b). Guanines are colored according to the tetrad they belong to (blue,
green, and purple), with the probe in magenta. The presence of the
probe produces an enhanced rigidity of the macromolecule, and the
less flexibility reduces guanines overlapping. (c) A three-dimensional
view of c-Myc G4 probed with merocyanine. Guanines included in the
QM region for the calculation of the UV spectrum are colored by tetrads
in blue, green, and purple. The additional frontier thymine and adenine
nucleobases included in the QM region, but excluded in the excited
states analysis, are colored in yellow. Cations are symbolized by
red dots.Classical and mixed quantum mechanics/molecular
mechanics (QM/MM)
molecular dynamics were used to sample the conformational space of
a c-Myc G4-folded 22-mer single-stranded DNA chain and provided 100
initial conditions on which the lowest 60 excited states are calculated
with time-dependent density functional theory (TD-DFT).[32] Here, an electrostatic embedding QM/MM scheme
was employed, where the MM part was represented as point charges and
the QM region was calculated with the CAM-B3LYP[33] functional with a def2-SVP[34] basis set. The QM region includes the 12 guanines involved in the
three tetrads, the QMCH probe (see Figure c), and two additional frontier nucleobases
to avoid spurious effects (see the Supporting Information for further details). In summary, our ad-hoc protocol
relies on extensive sampling to reproduce an experimental-like ensemble
of geometries and on a quantitative analysis of the electronic excitations.
The high number of excitations calculated (6000 for the whole ensemble
of geometries) allows for statistical analysis of the electronic effect
induced by absorption of light in the G4. Ultimately, the applicability
of the same protocol to both the unprobed and probed system gives
the possibility of a direct comparison of the electronic excitations
of the G4 in the absence and presence of the external probe.A simple way of visualizing electronic excitations is to consider
that when light absorption promotes an excited electron (E) to an
upper electronic state, an electron hole (H) is created at the initial
location of the electron. Depending on where H and E are located,
the electronic excitations can be classified (see Figure ) as (a) monomer-like or local
excitations, where both H (empty circles) and E (full circles) are
located on the same nucleobase; (b) exciton states, when more than
one local excitation is present in more than one nucleobase; and (c)
charge-transfer states, where the H and E are on different nucleobases.[35] As implemented in the wavefunction analysis
software TheoDORE,[36] we additionally employ
two parameters to discriminate between these states (also in Figure ): the charge-transfer
number (CT) and the number of donor (D) and acceptor (A) units. In
a monomer, or local excitation, the H and E are fully localized on
the same guanine unit, and thus, there is only one donor and one acceptor
(D = A = 1) with no charge-transfer component (CT = 0, Figure a). In an exciton, the local
excitations take place on different guanines, so that the number of
D and A are still the same but larger than one (D = A > 1, Figure b).
Figure 2
Schematic representation
of the excited states formed in a G-quadruplex.
Each rectangle represents a single guanine in a tetrad. Empty and
full circles denote an electron hole and an excited electron, respectively.
The number of electron donor (D) and acceptor (A) fragments involved
in each type of excited state and their charge-transfer number (CT)
is indicated for each type of electronic state.
Schematic representation
of the excited states formed in a G-quadruplex.
Each rectangle represents a single guanine in a tetrad. Empty and
full circles denote an electron hole and an excited electron, respectively.
The number of electron donor (D) and acceptor (A) fragments involved
in each type of excited state and their charge-transfer number (CT)
is indicated for each type of electronic state.The analysis of these descriptors in the c-Myc G4 shows that in
the exciton states, the involved guanines also interact with each
other. This implies that a fraction of the total density transfers
from one monomer to another. Thus, CT can be anything in the range
0.1 to 0.9 (Figure b). In contrast, pure charge-transfer states have CT > 0.9 and
the
H and E are separated on different D and A units, but the number of
D and A is the same; they are labelled with D = A = 1 (Figure c). These three scenarios usually
coexist after light absorption in flexible multi-chromophoric systems,
as was found by studying the fluorescent behavior of human telomeric
G4 DNA.[23] Here, the H and E can be localized
on a different number of D and A units (D ≠ A) and different
CT (0.1 < CT < 0.9) are possible. Accordingly, we label these
states as mixed local/charge-transfer states (Figure d). In this case, some guanines are responsible
of a local excitation while others induce electron density transfer
between nucleobases, leading to different number of D and A participating
units. Thus, these states are a combination of local, exciton, and
charge-transfer states. As we will show below, this rich mosaic of
excited states with diverse charge-transfer values and diverse spatial
localizations will contribute differently to the UV spectrum of c-MycG4 with or without the fluorescent probe.The absorption spectrum
of c-Myc G4 alone (without probe), obtained
from 6000 excited states calculated from an ensemble of 100 geometries,
is shown in Figure a (black line). It displays two peaks centered at 4.8 and 5.4 eV,
respectively. We additionally deconvoluted the spectrum according
to the contributions given by the monomer local excitations (blue
line), exciton states (violet line), and mixed states (green line).
Noteworthy, pure charge-transfer states (D = A = 1, CT > 0.9) do
not
exist in our ensemble of vertical excitations because a small contribution
of local excitations is always present throughout all the excitations.
The contribution of monomer or local excitations alone is small; it
peaks at circa 5.0 eV and corresponds to local guanine π →
π* excitations.[37] Thus, the relevant
electronic excitations underlying both peaks are excitonic and/or
mixed states excitations but with an important difference: whilst
the excitonic excited states are significant at lower energies, the
mixed states dominate the spectrum at high energies.
Figure 3
(a) UV absorption spectra
of c-Myc G4 (black) and decomposition
according to different excitations contributions. (b) Corresponding
density of states decomposed according to the nature of excitations,
also attending to the amount of charge transfer. (c) UV absorption
spectrum of c-Myc G4 in the presence of QMCH (black line) and decomposition
according to different excitations contributions. (d) Corresponding
density of states decomposed according to the nature of excitations,
also attending to the amount of charge transfer.
(a) UV absorption spectra
of c-Myc G4 (black) and decomposition
according to different excitations contributions. (b) Corresponding
density of states decomposed according to the nature of excitations,
also attending to the amount of charge transfer. (c) UV absorption
spectrum of c-Myc G4 in the presence of QMCH (black line) and decomposition
according to different excitations contributions. (d) Corresponding
density of states decomposed according to the nature of excitations,
also attending to the amount of charge transfer.We can compare the computed absorption spectrum with a convoluted
spectrum of the density of excited states (Figure b), which includes all excited states regardless
of their brightness. We decompose it also into local, exciton, and
mixed excitations. Additionally, we discriminate exciton and mixed
states according to their amount of charge-transfer contributions
(CT < 0.5 and CT > 0.5). As observed in the absorption spectrum,
exciton states prevail at low energies, but they have mostly low charge
transfer (CT < 0.5, dashed line) while only a little amount of
exciton states with high charge transfer (CT > 0.5, dotted line)
is
found at high energies. The mixed states, which dominate the density
of states spectrum, have significant charge-transfer character at
high energy (dotted line), while those with small charge transfer
(dashed line) are equally distributed behind the two peaks.We can therefore conclude that the two peaks observed in the absorption
spectrum of c-Myc G4 correspond to excited states that differ in their
excitation length and in their amount of charge transfer. The first
one at 4.8 eV, less intense, is dominated by local, exciton and mixed
states with low charge-transfer character. The second one at 5.4 eV
is mostly composed of mixed states with strong charge-transfer character
between different guanines. In the molecular orbital picture it means
that a high fraction of density transfer (CT > 0.5) leads to a
blue-shift
in the absorption peak with respect of the local π →
π* guanine absorption band.[37] That
signifies that the G4 acts as a H-like molecular aggregate, shifting
the maximum of the absorption to the blue, with respect to the single
local guanine excitation, once the guanines are compacted in the tetrads.
States with small charge-transfer character can be found in any region
of the spectrum, although they are most relevant at low energies.
In spite of the large amount of charge-transfer character contributing
to the high energy peak at 5.4 eV, something that is known to lead
to dark excited states in the DNA context,[38] in c-Myc G4 this peak is the brightest thanks to the mixed local/charge-transfer
character of the excitations.Figure c clearly
shows a different absorption of the guanine in the tetrads once the
probe is bound. In particular, the H-like behavior vanishes, with
a maximum of the absorption shifted to 5.0 eV, in agreement to the
c-MyC G4 peak observed experimentally in the presence of QMCH.[29] In order to analyze the effect of the probe
in the G4 absorption, we first focus on the electronic effect induced
by QMCH. Due to its extended conjugated system, QMCH is, as other
cyanine systems, highly prompted to absorb UV/vis light. Indeed, in
the absorption spectrum of the complex G4:QMCH, we found two bands
belonging to QMCH (Table and Figures S1 and S2), i.e.,
the first, with a strong oscillator strength (fosc ∼1) centered at 2.8 eV, and the second, between
4.5–5.9 eV, weaker (fosc < 0.1).
The first absorption band represents 11% of the total excitations
in the complex and appears in a region that does not overlap with
G4; the second one takes 7%. Importantly, in contrast to unprobed
G4, there is now a relevant population of pure charge-transfer states
(16% of the total excitations, Table ). The location of H and E reveals that these pure
charge-transfer states correspond to guanine-oxidized states, as the
H is fully localized on the guanines (G+.) and E on the
probe (P–.). These states are dark ( fosc < 0.006) and lie between the QMCH and G4 absorption
bands (3.1–3.9 eV, Table ), and they exist due to oxidative nature of the positively
charged merocyanine.[30,39] Although these states cannot
be directly populated by absorption of light, if they are accessed
non-radiatively after excitation, they would lead to an oxidative
damage of the genetic code.[40] We also see
that the H can be differently delocalized on nucleobases according
to the electronic nature of the ligand, as shown for different merocyanine
derivatives intercalated in duplex A/T.[39] Additionally, it has been extensively shown that guanine radicals,
as a precursor of oxidative damage of the genetic code, can be generated
by absorption of low energy UV light.[41] Since G4 is a structure with propensity to form such experimentally
observed guanine photo-oxidation, this would be enhanced by the interaction
with the probe. On the other hand, the possible induced damage of
the genetic code could have important consequences for applications
in photoinduced therapy. Therefore, we believe that despite challenges,
an investigation of the dynamics of such process will be of high interest
in the future.
Table 1
Excitations Found in the Electronic
Absorption Spectrum of the Complex G4:QMCHa
excitation
E (eV)
fosc
percentage
of state (%)
local excitations within
probe (P, first absorption band)
2.4–3.4
∼1
11
local excitations within
probe (P, second absorption band)
4.5–5.9
<0.100
7
pure charge-transfer states (G → P)
3.1–3.9
<0.006
16
mixed states (P → G)
3.9–4.5
<0.004
3
mixed states (G → P)
4.7–6.0
<0.013
3
local/exciton/mixed excitations
within G4 (G)
4.3–6.0
<0.400
60
Energy range
of absorption (E, eV), oscillator strength (fosc), and their percentage with respect of the
total number of excitation
(%). P is the probe (QMCH) and G is guanine.
Energy range
of absorption (E, eV), oscillator strength (fosc), and their percentage with respect of the
total number of excitation
(%). P is the probe (QMCH) and G is guanine.The presence of the QMCH also leads to the appearance
of few mixed
guanine/probe states, where the electron density can be both transferred
from the guanine to the probe (G → P) and vice versa (P →
G). These states show a very small oscillator strength and represent
a small percentage of the total amount of excitation (3% each). Altogether,
from an electronic point of view, merocyanine does not affect particularly
the energy range of the guanine absorption because the largest group
of excitations (60%) is represented by excited states involving only
guanines (local/exciton/mixed states within G4, Table ), whose absorption energy range is unshifted
upon binding. In the following, we shall analyze in detail this region
of the QMCH:G4 electronic absorption spectrum in order to discern
the effect of the probe on the character of the G → G excitations.
Example excitations of the G4:QMCH complex can be found in Figure S3.We now analyze whether the number
of guanines that participate
in the electronic excitations changes, in the absence or presence
of the probe, and whether it leads to differences in the two spectra.
To this purpose, we employ the electron delocalization length (DEL)
descriptor,[38] which indicates over how
many guanines an excitation is delocalized (see Supporting Information). We focus on the exciton and mixed
states, as they are the relevant states in the absorption spectrum
of c-Myc G4. Figure displays the number of guanines involved in each of the states of
G4 (Figure a) and
of G4:QMCH (Figure b). Unexcitingly, the differences are negligible, meaning that QMCH
does not affect the DEL distributions, neither for exciton nor for
mixed states. However, much more interesting is to see that the number
of excited guanines is very different in the exciton and in the mixed
states. While in the former, half of the population is found in two
guanines (D = A = 2), the mixed states are mostly delocalized in three
guanine units (ca. 30 %) but can reach up to nine different guanines,
i.e., at least three tetrads can be simultaneously involved in one
excitation. Excluding the role of the DEL, we can conclude that it
is the rigidity imposed by the probe (recall Figure a, b) that is responsible for the different
absorptions at 4.5 and 5.5 eV of the two systems.
Figure 4
Percentage of exciton
(left column) and mixed (right column) states
with different delocalization lengths (DEL) for G4 (a) and G4:QMCH
(b). DEL indicates the number of guanines involved in the excitation.
Percentage of exciton
(left column) and mixed (right column) states
with different delocalization lengths (DEL) for G4 (a) and G4:QMCH
(b). DEL indicates the number of guanines involved in the excitation.Figure c shows
the computed UV absorption spectrum of G4 in the presence of QMCH
(black line). It appears in the same energy range as G4 (Figure a), but there is
an inversion on the relative intensities of the two absorption peaks.
The absolute absorption maximum (∼5.0 eV) is now the lowest-energy
peak, and it is more intense than the one still centered at 5.4 eV.
The low-energy region though has a higher density of states (black
line, Figure d). In
detail, we see that the number of exciton and mixed states with CT
< 0.5 increases at low energies (dashed lines), while at high energy,
mixed and exciton states with CT > 0.5 show comparable density
of
states (dotted lines) as without the probe. In the same region, the
net number of exciton and mixed states with CT < 0.5 decreases
(dashed lines), leading to an absolute higher number of exciton and
mixed states in the low energy peak. The presence of QMCH affects
mainly the oscillator strength of the mixed states at high energy,
reducing their brightness, and promotes the formation of exciton and
mixed states of small charge-transfer character in the low energy
region. The intrinsic flexibility of the G4 promotes bright excited
states at high energies with a strong charge-transfer character (mainly
mixed states) and, thereby, with a high transfer of electron density
among the involved fragments. Nevertheless, this situation changes
upon binding of the probe. There is a reduction in the absorbance
of the high energy peak due to the rigidity imposed by the dye, which
stabilizes excitonic and mixed states with small charge transfer,
thereby red-shifting the main absorption peak to 5.0 eV. The presence
of the probe induces an external perturbation, which in turn induces
a different absorption of the DNA. Knowing the nature of the perturbation,
in this case the reduced mobility of the guanines, we are able to
trace back the properties responsible of the UV/vis absorption of
the system. The overlapping of numerous chromophores leads to the
presence of mixed states, combining local, exciton, and charge-transfer
states, and with a strong coupling between exciton and charge-transfer
states. We showed how this overlapping is necessary for the population
of mixed states with high charge transfer, responsible for the absorption
at 5.4 eV of the unprobed G4 and the aggregate-like behaviour. Once
the probe is bound, the absorption is shifted to the red, missing
this requirement for the main absorption at those energies.In conclusion, we have investigated for the first time the UV/vis
absorption spectrum of c-Myc G4. We have characterized the absorption
spectrum in terms of local, exciton, and mixed local/charge-transfer
states and evaluated the impact of binding of a merocyanine binder
on the photophysics of c-Myc G4. The probe does not affect either
the energy range of G4 guanines absorption or the extent of the delocalization
of the excited states, but its oxidative nature induces the formation
of guanine oxidative states. Accordingly, the binding changes remarkably
the photophysics of c-Myc G4 in the UV region. The probe induces an
enhanced conformational rigidity on G4, altering the yield of exciton
and mixed states absorption, ultimately leading to a global redshift
in the G4 absorption maximum. These finding points out the importance
of the structural flexibility in the photophysics of G4 DNA structures.The characterization of the excitations involving the G4 binder
will be helpful to functionalize fluorescent probes with optimally
tuned photophysical properties. For instance, if the probe is modified
so that the population of mixed/charge-transfer states is promoted,
this species could evolve via non-emissive pathways and potentially
react with G4. On the contrary, if functionalization promotes the
population of electronic states that can relax to lower energy states,
then fluorescence will be reinforced. Identifying these mixed states
is thus interesting to rationalize the effect on the fluorescence
of the probe. This could be an attractive avenue to explore in the
future, both theoretically and experimentally. Further, our results
can contribute to understand the photochemistry of related G4-binders
as well as motivate the study of the temporal evolution of these excited
states from both computational and experimental points of view.
Authors: James P Hall; Fergus E Poynton; Páraic M Keane; Sarah P Gurung; John A Brazier; David J Cardin; Graeme Winter; Thorfinnur Gunnlaugsson; Igor V Sazanovich; Michael Towrie; Christine J Cardin; John M Kelly; Susan J Quinn Journal: Nat Chem Date: 2015-10-19 Impact factor: 24.427
Authors: Sriram Kanvah; Joshy Joseph; Gary B Schuster; Robert N Barnett; Charles L Cleveland; Uzi Landman Journal: Acc Chem Res Date: 2010-02-16 Impact factor: 22.384