Sven Brüschweiler1, Robert Konrat, Martin Tollinger. 1. Institute of Organic Chemistry, Center for Molecular Biosciences Innsbruck (CMBI), University of Innsbruck , Innrain 80/82, A-6020 Innsbruck, Austria.
Abstract
The KIX domain of the transcriptional coactivator CREB binding protein (CBP) co-operatively mediates interactions between transcription factors. Binding of the transcription factor mixed-lineage leukemia (MLL) induces the formation of a low-populated conformer of KIX that resembles the conformation of the KIX domain in the presence of a second transcription factor molecule. NMR spin relaxation studies have previously shown that allosteric coupling proceeds through a network of hydrophobic core residues that bridge the two binding sites. Here we describe high-resolution NMR solution structures of the binary complex of KIX with MLL and the ternary complex of KIX formed with MLL and phosphorylated kinase inducible domain of CREB (pKID) as a second ligand. We show that binding of pKID to the binary complex of KIX with MLL is accompanied by a defined repacking of the allosteric network in the hydrophobic core of the protein. Rotamer populations derived from methyl group (13)C chemical shifts reveal a dynamic contribution to the repacking process that is not captured by the structural coordinates and exemplify the dynamic nature of allosteric communication in the KIX domain.
The KIX domain of the transcriptional coactivator CREB binding protein (CBP) co-operatively mediates interactions between transcription factors. Binding of the transcription factor mixed-lineage leukemia (MLL) induces the formation of a low-populated conformer of KIX that resembles the conformation of the KIX domain in the presence of a second transcription factor molecule. NMR spin relaxation studies have previously shown that allosteric coupling proceeds through a network of hydrophobic core residues that bridge the two binding sites. Here we describe high-resolution NMR solution structures of the binary complex of KIX with MLL and the ternary complex of KIX formed with MLL and phosphorylated kinase inducible domain of CREB (pKID) as a second ligand. We show that binding of pKID to the binary complex of KIX with MLL is accompanied by a defined repacking of the allosteric network in the hydrophobic core of the protein. Rotamer populations derived from methyl group (13)C chemical shifts reveal a dynamic contribution to the repacking process that is not captured by the structural coordinates and exemplify the dynamic nature of allosteric communication in the KIX domain.
Co-operativity
plays a central
role for the regulation of gene transcription.[1−3] Transcription
factors along with transcriptional coactivators assemble co-operatively
on DNA promoter sequences, and transcription is stimulated by recruitment
of RNA polymerase II.[4] These interactions
are mediated by transcriptional coactivators, such as CREB binding
protein (CBP), its paralog p300, or Mediator coactivator, which act
as a scaffold for the recruitment of the transcriptional machinery.[5,6] It has been observed in various studies that a combination of several
DNA-bound transcription factors results in synergistic transcriptional
response,[1] and more specifically, several
lines of evidence indicate that co-operative interactions between
transcription factors and CBP are pivotal to promote synergism in
transcriptional activation.[3,7] CBP participates in
the regulation of gene transcription by linking transcription factors
with components of the basal transcriptional machinery.[5] CBP is present at only low (and possibly limiting)
concentrations in vivo, suggesting that competition
of different transcription factors for CBP may be crucial for the
regulation of gene transcription.[8] The
characterization of the biophysical mechanism by which co-operativity
modulates the affinities of transcription factors for binding to CBP
is a prerequisite for understanding how gene transcription is regulated.CBP is a modular protein that contains a number of structured domains,
as well as long stretches that are intrinsically disordered and represent
linker regions or interaction motifs that fold only upon binding their
biological targets.[9] From a regulatory
perspective, the KIX domain is of particular interest, since it is
capable of binding two transcription factors simultaneously through
two different binding sites, thereby directly mediating interactions
between bound transcription factors. The three-dimensional structure
of the KIX domain is composed of a bundle of three α-helices
and two short 310-helices, with the two binding sites for
transcription factors, which are isolated from each other, being located
at remote surfaces of the protein.[10] Homologous
KIX domains have been identified and characterized in p300 as well
as in human and yeast Mediator coactivator subunits, and their structures
were determined recently, revealing a high degree of functional and
structural similarity.[11,12]The KIX domain of CBP thus
physically interlinks transcription
factors by simultaneous binding through two interaction sites, and
it does so in a co-operative and highly dynamic manner.[13,14]In vitro, binding of the mixed-lineage leukemia
(MLL) activation domain to KIX co-operatively enhances the interaction
with the activation domain of the transcription factor c-Myb: KIX
in complex with MLL displays ∼2-fold higher affinity for c-Myb
than the KIX domain alone.[15] Likewise,
positive co-operativity has been demonstrated for the interaction
of the activation domain of pKID (the phosphorylated kinase inducible
domain of CREB, which binds to KIX through the c-Myb interaction site)
with KIX in complex with MLL.[15] These co-operative
effects provide a potential mechanism through which transcriptional
activity might be modulated in the cell. Several observations relating
to communication between transcription factors mediated by CBP have
indeed been described in the literature, suggesting transcriptional
synergy between various transcription factors.[7,16]Using backbone and side chain nuclear magnetic resonance (NMR)
relaxation dispersion techniques, we were able to monitor directly
the conformational rearrangement process by which the KIX domain communicates
information about the presence of a biological target at the MLL binding
site to the allosterically regulated c-Myb/pKID binding site.[17] NMR relaxation dispersion data revealed that
binding the activation domain of MLL to KIX causes a redistribution
of the relative populations of KIX conformers toward a state that
adopts a conformation that is similar to that of the ternary complex.
Titration experiments showed that this higher energy (excited) conformational
substate of KIX·MLL, which is populated to 7% in the KIX·MLL
binary complex, displays a higher affinity for c-Myb/pKID ligands
than the 93% populated lower energy (ground) state of the protein
complex. These results suggest that binding of c-Myb/pKID involves
the selection of the higher energy conformer, whose structure is complementary
to the ligand, from a pre-existing ensemble of conformations, reminiscent
of the conformational selection mechanism of molecular recognition.[18−20] In solution, KIX in complex with MLL is in an equilibrium between
these two conformational substates within ∼3 ms. As the higher
affinity conformational substate is depleted from the equilibrium
upon ligand binding, the equilibrium is recovered through the allosteric
transition.The exact structural basis of the allosteric transition
is, however,
unknown. The relaxation dispersion data indicate that a network of
hydrophobic amino acids, which bridge the two binding sites of the
KIX domain, constitutes the pathway through which allosteric information
is communicated. The data suggest subtle conformational differences
between lower and higher energy conformers, with chemical shift differences
δω between 0.4 and 1.0 ppm found for the small subset
of 15N and 13C nuclei that form part of the
allosteric network. This is contrasted by the remainder of the protein
backbone, for which δω values <0.4 ppm were detected,
indicating that the structure of the three-helix scaffold is not affected
by the transition between lower and higher energy conformers. Intriguingly,
side chain methyl relaxation dispersion experiments performed on isoleucine
δ1 methyl 13C nuclei suggested a small but measurable
conformational adaption of the part of the hydrophobic core that bridges
the two binding sites. In addition, backbone amide1H/2H exchange data showed that both (lower and higher energy)
substates represent fully folded and solvent exchange protected conformers.[17] Recent molecular dynamics (MD) simulations confirmed
that the conformational ensemble of the KIX domain is shifted in response
to the binding of MLL, leading to a preorganized c-Myb/pKID binding
site.[21]Here we report the NMR-derived
high-resolution three-dimensional
solution structures of the binary complex of KIX formed with the activation
domain of MLL and the ternary complex of KIX bound to MLL and pKID,
based on NOEs and backbone chemical shifts and residual dipolar couplings.
Validation of the side chain conformation of valine, leucine, and
isoleucine residues using methyl 13C chemical shift data
establishes that these solution structures represent the highest populated
rotamers of these residues in solution. However, the 13C chemical shift data also reveal a defined redistribution of the
rotameric states of residues in the hydrophobic core of the KIX domain
that occurs upon transition between the two complexes, which is not
captured by the structural bundles. Our results thus facilitate a
quantitative description of the dynamic structural adaption of the
KIX domain in response to binding ligand molecules in terms of a redistribution
of rotameric states of residues that form the hydrophobic core of
the protein. In combination with pico- to nanosecond dynamic NMR experimental
data, these results enable us to draw a comprehensive structural and
dynamic picture of the molecular mechanism through which the KIX domain
of CBP mediates co-operativity between transcription factors.
Materials and Methods
Sample Preparation
Unlabeled, 10% 13C-labeled,
uniformly 13C-, 15N-, or 13C,15N-labeled samples of the KIX domain (residues 586–672)
of humanCBP were prepared by bacterial growth in standard LB and
M9 minimal media and purified as described.[22]Uniformly 13C,15N-labeled MLL (residues
2840–2858; with C2841 substituted with alanine) was overexpressed
in Escherichia coli as an N-terminal fusion to a
hexa-histidine tagged MBP. The cells were grown at 37 °C in M9
minimal media containing 15NH4Cl and 13C-glucose as sole nitrogen and carbon sources in presence of kanamycin
until OD600 ≈ 0.6, then the temperature was lowered
to 28 °C, and after 30 min, protein synthesis was induced by
adding isopropyl-β-d-thiogalactopyranoside (IPTG) to
a final concentration of 0.8 mM. The cells were harvested 5 h after
induction and resuspended in lysis buffer containing 20 mM Tris-HCl
(pH 7.5), 250 mM NaCl, 10 mM imidazole, and 5 mM β-mercaptoethanol.
The cells were lysed using a French pressure cell and clarified by
centrifugation. Subsequently, the supernatant was loaded onto a HisTrap
FF crude (GE Healthcare) column. In the next step, the MBP–MLL
fusion protein was applied to a Superdex 75 (GE Healthcare) equilibrated
with cleavage buffer that contained 50 mM Tris-HCl (pH 7.5), 0.5 mM
EDTA, and 2 mM DTT. The His-tagged MBP was cleaved by incubation with
TEV, and it was removed using nickel affinity chromatography. In the
final step, MLL was purified to homogeneity by size exclusion chromatography
using a Superdex 30 (GE Healthcare). Mass spectrometry was used to
confirm the identity of MLL.The human KID domain of CREB (residues
116–149) was prepared
as a N-terminal fusion to a hexa-histidine tagged thioredoxin. Uniformly 13C,15N-labeled samples for NMR studies were prepared
by growing E. coli cells in M9 minimal media containing 15NH4Cl and 13C-glucose as sole nitrogen
and carbon sources at 37 °C. Protein overexpression was induced
at OD600 ≈ 0.8 by adding IPTG to a final concentration
of 0.7 mM. Cells were harvested after 5 h and trx–KID purification
followed the same three-step procedure as established for MBP–MLL.
Ser133 of KID was phosphorylated in vitro by incubation
of 60 μM purified KID with 0.05 μM PKA catalytic subunit
and 1 mM ATP in a 25 mM Tris-HCl (pH 7) buffer containing 10 mM MgCl2 and 2 mM DTT for 24 h at 30 °C. pKID was purified by
size exclusion chromatography using a Superdex 30 (GE Healthcare).
Mass spectrometry was used to confirm that pKID was fully phosphorylated.
NMR Spectroscopy
NMR spectra were recorded at 27 °C
on Varian Inova 500 and 800 MHz and Varian Direct Drive 600 MHz spectrometers.
Data were processed using NMRPipe[23] and
analyzed using CcpNmr.[24] NMR samples contained
1 mM of labeled protein or peptide, unlabeled ligands in at least
2-fold excess, 50 mM potassium phosphate buffer, pH 5.8, 25 mM NaCl,
and 1 mM NaN3 in 10% D2O/90% H2O.
Backbone and side chain 1H, 13C, and 15N chemical shift assignments of KIX, pKID, and MLL were obtained
using standard triple-resonance experiments: HNCA/HN(CO)CA, HNCO/HN(CA)CO,
CBCA(CO)NH/HNCACB, 15N-edited TOCSY-HSQC, (H)CCONH-TOCSY,
and HCCH-TOCSY. For the KIX domain in the complexes KIX·MLL and
KIX·MLL·pKID, stereospecific assignment of the prochiral
methyl groups of valine and leucine residues were obtained using the
10% fractional labeling method of Neri et al.[25] Intramolecular distance restraints were obtained from 3D 1H–1H-NOESY–15N/13C-HSQC
experiments. Additional intramolecular distance restraints were obtained
from 3D 13C,13C-methyl NOESY experiments.[26] Intermolecular distance restraints were obtained
from a ω1-13C-filtered simultaneous inter-
and intramolecular three-dimensional 1H–1H NOESY–13C-HSQC experiment.[27] Residual dipolar couplings (RDCs) of KIX in both KIX·MLL
and KIX·MLL·pKID and of pKID were measured on samples partially
aligned using strain-induced alignment in a 4% polyacrylamide gel.[28] HN–N RDCs (1D) were measured using an in-phase/anti-phase
(IPAP) 1H,15N-HSQC experiment[29] or a 3D best-type HNCO experiment.[30]Heteronuclear 1H,15NNOE, rotating-frame
longitudinal relaxation time T1ρ and the longitudinal relaxation time T1 were measured for KIX in the states KIX, KIX·MLL, KIX·pKID
and KIX·MLL·pKID at 27 °C and 800 MHz 1H
Larmor frequency. The heteronuclear 1H,15NNOE
was obtained by recording, in an interleaved manner, one spectrum
with a delay of 2 s followed by proton saturation for 3 s and another
spectrum with a delay of 5 s without proton saturation. Relaxation
delays of 10.9, 54.4, 108.9, 217.6, 326.4, 435.2, 598.4 and 707.2
ms were used for T1 experiments, and delays
of 10.0, 20.0, 30.0, 40.0, 60.0, 80.0, and 100.0 ms were used for
the T1ρ measurements. The spherical
diffusion tensor was determined by the method of Brüschweiler
et al.[31] using the program quadric_diffusion.[32] The internal dynamics and overall tumbling were
fit with the program FAST-ModelFree.[33]
Structure Calculation and Refinement
Backbone dihedral
angle restraints were set to ϕ = −60(±10)°
and ψ = −45(±10)° for residues that were predicted
to be α-helical based on 13Cα, 13Cβ, 13C′, 1Hα, 15N, and 1HN, using the software Talos plus.[34] Distance restraints derived from the 3D 13C,13C-methyl NOESY experiments were all set to
an upper bound of 5.5 Å. All other intra- and intermolecular
distance restraints were calibrated using the Aria2.3 program.[35] An initial structural ensemble was used to determine
the alignment tensor of KIX and pKID using the PALES software.[36] The experimentally determined distance, dihedral
angle, and dipolar coupling restraints were used in a torsion angle
simulated annealing protocol using CNS1.2/Aria2.3[35,37] to solve the solution structure of the binary KIX·MLL complex
and the ternary KIX·MLL·pKID complex. The final NMR ensembles
were refined in an explicit water shell.[38] The 20 lowest-energy solution structures (out of 100 calculated)
were selected as a final representative ensemble of KIX·MLL and
KIX·MLL·pKID.
Results
Solution Structures of
Binary and Ternary Complexes of KIX
NMR solution structures
of the KIX domain of CBP (residues 586–672)
were determined in the presence of the activation domain of the transcription
factor MLL, as well as in the presence of the activation domains of
both MLL and CREB (pKID), using triple-resonance-resolved NMR spectroscopic
techniques, using backbone chemical shifts, backbone amide NH dipolar
couplings, and NOEs as input restraints for the structure determination.
Site-specific and stereospecific assignments of KIX isoleucine, valine,
and leucine side chain methyl groups were obtained to enable a structural
anlysis of the hydrophobic cores of the KIX domain in the binary and
the ternary complexes. For KIX·MLL and KIX·MLL·pKID,
all isoleucine side chain γ2 and δ1 methyl resonances
are resolved in two-dimensional [1H,13C] correlation
experiments and could be assigned individually. In addition, we obtained
stereospecific assignments of valine and leucine side chain methyl
resonances for all 15 valine and leucine residues. Three-dimensional 13C,13C-methyl NOESY experiments[26] were used to evaluate internuclear distances in the hydrophobic
core of KIX in binary and ternary complexes KIX·MLL and KIX·MLL·pKID.
Structural statistics are shown in Table 1.
The KIX backbone structure of these complexes (Figure 1) is very similar to the NMR structures of binary KIX complexes
with pKID,[39] c-Myb,[40] and the PCET motif from HEB,[41] as well as the ternary KIX complex formed with the MLL and c-Myb
activation domains.[10] The central scaffold
of the KIX domain is formed by a bundle of three α-helices (residues
597–611, α1; residues 623–642, α2; residues
646–669, α3) together with two short 310-helices
(residues 591–593, G1; residues 617–620, G2). The three
helices α1−α3 pack together in an antiparallel
fashion to form an extended hydrophobic core, which is capped by the
first 310-helix G1 on one side, while the loop L12, which
encompasses the 310-helix G2 and connects helices α1
and α2, partly caps the other side of the hydrophobic core.[10]
Table 1
NMR and Refinement Statistics for
the KIX·MLL and KIX·MLL·pKID Complexes
KIX·MLL
KIX·MLL·pKID
NMR Restraints
distance restraints
total NOE
1016
934
intraresidue
445/80
309/74/92
inter-residue
sequential (|i – j| = 1)
242/32
180/32/55
medium-range
(|i – j| ≤ 4)
124/3
77/3/12
long-range (|i – j| ≥ 5)
70/0
50/0/0
intermolecular restraints
20
23/27
total dihedral restraints
184
225
ϕ
79/13
79/13/20
ψ
79/13
79/13/21
total 1D1H–15N RDCs
80/0
79/0/21
Structure Statistics
violations (RMSD and
SD)
distance restraints
0.016 ± 0.005
0.073 ± 0.02
dihedral restraints
1.2 ± 0.1
1.0 ± 0.2
1D1H–15N RDCs
0.74 ± 0.04
0.90 ± 0.10
deviation from idealized
geometry
bond lengths (Å)
0.0041 ± 0.0001
0.0042 ± 0.0002
bond angles (deg)
0.56 ± 0.02
0.59 ± 0.02
Ramachandran statistics
residues in most favored regions
92.5%
89.4%
residues in additional allowed regions
6.9%
8.9%
residues in generously allowed regions
0.5%
1.5%
residues in disallowed regions
0.1%
0.3%
Average Pairwise rms Deviation
(Å)
heavy atoms (2° struct)
1.62 ± 0.23
1.82 ± 0.25
backbone atoms (2°
struct)
0.78 ± 0.17
0.92 ± 0.22
heavy atoms (all residues)
2.71 ± 0.59
2.94 ± 0.86
backbone (all residues)
2.18 ± 0.64
2.47 ± 0.95
Figure 1
NMR solution structures of binary and ternary complexes
of KIX.
(A) Lowest energy structure of KIX in complex with MLL (residues 2840–2858);
helices are displayed as ribbons. Secondary structure elements are
labeled as according to Radhakrishnan et al.[39] and color-coded (KIX, gray; helices, blue; MLL, green). (B) NMR
ensemble of 20 representative structures of KIX·MLL (PDB ID 2LXS). (C) Lowest energy
structure of KIX in complex with MLL (residues 2840–2858) and
pKID (residues 116–149). Secondary structure elements are color-coded
as in panel a (with pKID shown in magenta). (D) NMR ensemble of 20
representative structures of KIX·MLL·pKID (PDB ID 2LXT). All figures were
generated using PyMOL.[64]
NMR solution structures of binary and ternary complexes
of KIX.
(A) Lowest energy structure of KIX in complex with MLL (residues 2840–2858);
helices are displayed as ribbons. Secondary structure elements are
labeled as according to Radhakrishnan et al.[39] and color-coded (KIX, gray; helices, blue; MLL, green). (B) NMR
ensemble of 20 representative structures of KIX·MLL (PDB ID 2LXS). (C) Lowest energy
structure of KIX in complex with MLL (residues 2840–2858) and
pKID (residues 116–149). Secondary structure elements are color-coded
as in panel a (with pKID shown in magenta). (D) NMR ensemble of 20
representative structures of KIX·MLL·pKID (PDB ID 2LXT). All figures were
generated using PyMOL.[64]In the binary complex KIX·MLL, as well as in ternary KIX·MLL·pKID,
residues 2847–2855 of MLL form an amphipathic helix that binds
to the hydrophobic groove on the surface of the KIX domain at the
C-terminus of helix α1, similar to the ternary complex formed
by KIX with the activation domains of MLL and c-Myb.[10] Through the insertion of MLL into the hydrophobic groove,
several hydrophobic residues (I2849, M2850, F2852, V2853, and L2854)
of MLL are in the position to form hydrophobic contacts with a number
of KIX residues (I611, F612, A619, R624 (aliphatic region), L628,
Y631, I660, and L664), which are part of the hydrophobic groove. In
addition, the NMR structures indicate electrostatic interactions between
the side chain of N2856 of MLL and two KIX side chains, T614 and D616.
The structures of KIX·MLL and KIX·MLL·pKID complexes
show no significant difference with respect to the binding mode of
the MLL ligand peptide. Comparison of the KIX·MLL and KIX·MLL·pKID
complexes with the binary complex between KIX and PCET reveals a slight
difference in the orientation of the bound ligand peptide PCET versus
MLL.[41] This is reflected in a lower number
of intermolecular contacts between KIX and PCET compared with MLL
and has been related to the relatively low affinities of various PCET
peptides for KIX.[41] Of note, our NOE data
do not indicate binding of the MLL peptide to additional binding surfaces
on the KIX domain.[42]In the ternary
complex KIX·MLL·pKID, the pKID peptide
binds into a shallow hydrophobic pocket on the surface of the KIX
domain that is formed by side chains of amino acid residues in helices
α1 (N-terminal part) and α3 (central part). Bound pKID
forms two almost perpendicular helices αA and αB, as observed
previously for the binary complex of KIX formed with pKID.[39] The side chains of helix αB residues I137,
L138, and L141 make close hydrophobic contacts with the pKID binding
pocket formed by KIX helix α3 residues Y650, A654, I657, and
Y658, while the side chain of pKID residue A145 loosely packs against
the N-terminus of KIX helix α1 (L599 and L603). For the αA
helix of pKID intermolecular NOEs were only found for residues I127
and L128, which make van der Waals contacts with Y658. In addition,
the hydroxyl group of Y658 forms a hydrogen bond with the phosphate
group of pS133 of pKID.[39] Importantly,
there are no direct contacts between the bound activation domains
of MLL and pKID through which co-operativity between transcription
factors could be mediated.
Structural Comparison
The pairwise
rmsd between backbone
atoms of the well-structured parts of the KIX domain (residues 589–669)
in KIX·MLL and KIX·MLL·pKID is 1.07, which is comparable
to the rms of the structural bundles of the two complexes (0.61 and
0.87, respectively). This is consistent with the observation of only
small chemical shift differences of backbone (15N, 1HN, 13Cα) resonances between the
binary and ternary complexes.[17] It is therefore
evident from the NMR structural analysis of the two complexes that
the KIX protein backbone is not significantly affected by binding
pKID. In addition, the methyl group NOE patterns are generally fairly
similar for the binary and ternary complexes, consistent with well-defined
and tightly packed hydrophobic cores. However, a number of significant
differences between the NOE patterns of KIX·MLL and KIX·MLL·pKID
indicate that the binding of pKID to binary KIX·MLL is accompanied
by a small but measurable rearrangement of the hydrophobic core: for
example, while relatively strong NOEs are observed, in the binary
complex KIX·MLL, between the δ1 methyl group of I660 and
both methyl groups of L607, these NOEs are absent in the ternary complex
(along with their symmetry-equivalent NOEs in the three-dimensional
experiments). Likewise, the NOE signal intensity between the δ1
methyl group of I657 and the backbone amide proton indicates a change
in orientation of the I657 side chain upon binding pKID.In
Figure 2, the hydrophobic cores of KIX·MLL
and KIX·MLL·pKID complexes are compared. In the binary complex
KIX·MLL, the δ1 methyl group of I660 is packed to the γ1
methylene group of I611 and the methyl group of A610. Binding of pKID,
however, is accompanied by a change of the I660 side chain χ1
torsion angle, leading to an increase of the distance between the
δ1 methyl group of I660 and the side chain methyls of residues
I611, A610, and L607. Concomitantly, upon transition from binary KIX·MLL
to ternary KIX·MLL·pKID, the side chain χ1 torsion
angle of isoleucine I657 is rotated from gauche– to gauche+,
thereby linking the conformational adaption of the hydrophobic core
to the c-Myb/pKID binding surface of the KIX domain. In KIX·MLL·pKID,
the δ1 methyl group of I657 forms close hydrophobic contacts
with the side chains of I137 and L141 of the ligand peptide pKID.
Figure 2
Close-up
view of the hydrophobic core residues L607, A610, I611,
I657, and I660 in (A) KIX·MLL and (B) KIX·MLL·pKID.
Close-up
view of the hydrophobic core residues L607, A610, I611,
I657, and I660 in (A) KIX·MLL and (B) KIX·MLL·pKID.
Structural Validation Using 13C Chemical Shifts
We used methyl carbon 13C chemical shifts to validate
the NOE-based hydrophobic packing of the KIX domain in the two complexes.
Isoleucine (χ2), leucine (χ2), and valine (χ1) rotameric
distributions were determined from 13C chemical shifts
using quantitative expressions that are available for these residues.[43−45] A comparison of the chemical shift based populations of χ2
and χ1 rotamers with the dihedral angles of the NMR solution
structures of binary KIX·MLL and ternary KIX·MLL·pKID
is shown in Table 2, indicating a clear correspondence
between the rotameric states observed in the three-dimensional structures
and the 13C chemical shift data in both complexes. For
example, only for two (out of nine) leucine residues, L599 and L628,
the χ2 gauche+ conformer is present in both complexes, while
all other leucine residues populate the χ2 trans conformer.
This is in very good agreement with the 13C chemical shift
data, from which χ2 gauche+ populations exceeding 50% are only
predicted for L599 and L628 (with the exception of the highly dynamic
C-terminal L672, for which a distribution of χ2 rotamers is
found in ternary KIX·MLL·pKID, and L620, which populates
the unusual gauche– conformer in binary KIX·MLL). Likewise,
all three isoleucine residues are found to populate the χ2 trans
conformer in our structures in both complexes, and all five well structured
valine residues are found in χ1 trans conformation (only for
the highly dynamic N-terminal V587 a distribution of χ1 rotamers
is found in both complexes), consistent with their methyl group 13C chemical shifts. Taken together, these data clearly show
that the conformation in the solution structures of both complexes
(binary KIX·MLL and ternary KIX·MLL·pKID) represents
the most populated side chain rotameric states of isoleucine, leucine,
and valine residues in all cases.
Table 2
Comparison of Side
Chain Rotameric
Distributions (χ2 in Leucine and Isoleucine, χ1 in Valine)
as Derived from Methyl 13C Chemical Shiftsa with the NMR Solution Structures of KIX·MLL
(2LXS) and KIX·MLL·pKID
(2LXT)
KIX·MLL
KIX·MLL·pKID
χ2 t/g+ (%) from 13C shifts
χ2 rotamer in 2LXS
χ2 t/g+ (%) from 13C shifts
χ2 rotamer in 2LXT
change of χ2 t/g+ (%)
L599
33:67
g+
32:68
g+
1
L603
81:19
t
73:27
t
8
L607
57:43
t
62:38
t
5
L620
71:29
g–
71:29
t
0
L628
43:57
g+
29:71
g+
14
L652
88:12
t
87:13
t
1
L653
59:41
t
67:33
t
8
L664
80:20
t
80:20
t
0
L672
69:31
t
69:31
g+/t/g–
0
χ2 t/g– (%) from 13C shifts
χ2 rotamer in 2LXS
χ2 t/g– (%) from 13C shifts
χ2 rotamer in 2LXT
change of χ2 t/g– (%)
I611
87:13
t
83:17
t
4
I657
74:26
t
67:33
t
7
I660
89:11
t
93:7
t
4
χ1 t/g+/g– (%) from 13C shifts
χ1 rotamer in 2LXS
χ1 t/g+/g– (%) from 13C shifts
χ1 rotamer in 2LXT
change of χ1 t/g+/g– (%)
V587
70:9:21
t/g–
70:9:21
g+/t/g–
0
V595
90:0:10
t
89:0:11
t
1
V604
87:13:0
t
87:13:0
t
0
V608
73:27:0
t
75:25:0
t
2
V629
90:10:0
t
90:10:0
t
0
V635
98:0:2
t
99:0:1
t
1
t, trans, g–,
gauche–;
g+, gauche+; populations are given in percent (%), and the most populated
rotameric state is printed in bold face.
t, trans, g–,
gauche–;
g+, gauche+; populations are given in percent (%), and the most populated
rotameric state is printed in bold face.
Pico- to Nanosecond Time Scale Dynamics of KIX and KIX Complexes
To characterize the dependence of the conformational flexibility
of the KIX domain on the presence of bound ligands, we determined
backbone amide order parameters, which are sensitive reporters of
pico- to nanosecond time scale dynamics,[46] for four different (complexed) states of the KIX domain: unliganded
KIX, binary KIX·MLL, binary KIX·pKID, and ternary KIX·MLL·pKID
(Figure 3). In binary and ternary complexes
of KIX, the three-helix scaffold of the protein is well-ordered in
solution, with backbone order parameters of ca. 0.9 for helices α1−α3.
Order parameters of the unliganded KIX domain are measurably lower
(the average of all order parameters in helices α1−α3, Savg2, is 0.85), suggesting a higher level of flexibility on the
pico- to nanosecond time scale. Significantly lower than average order
parameters are also found for the N-termini (including the 310 helix G1) and the C-termini of the protein in all four states, consistent
with the dynamic fraying of these segments of the protein that is
observed in the structural bundles. In addition, the order parameters
of the backbone amides in helix α3 suggest that the C-terminal
half of this helix is more rigid in complexes containing MLL compared
with unliganded KIX and KIX·pKID. This observation agrees with
the low degree of dynamic fraying that is observed for the C-terminal
half of helix α3 in the structural bundles of KIX·MLL and
KIX·MLL·pKID.[10]
Figure 3
Comparison of backbone
amide 15N order parameters S2 in (A) KIX (blue), binary KIX·MLL (green),
and ternary KIX·MLL·pKID (black) and (B) KIX (blue), binary
KIX·pKID (red), and ternary KIX·MLL·pKID (black). Error
bars are shown and lines between data points are drawn except in cases
where S2 could not be determined due to
resonance overlap for two or more consecutive backbone amides.
Comparison of backbone
amide 15N order parameters S2 in (A) KIX (blue), binary KIX·MLL (green),
and ternary KIX·MLL·pKID (black) and (B) KIX (blue), binary
KIX·pKID (red), and ternary KIX·MLL·pKID (black). Error
bars are shown and lines between data points are drawn except in cases
where S2 could not be determined due to
resonance overlap for two or more consecutive backbone amides.The NMR relaxation data also indicate
significant pico- to nanosecond
time scale dynamics in the loop region L12, along with a clear difference
between different complexes of KIX. For this part of the KIX backbone,
average order parameters vary in a stepwise manner upon binding ligands,
with Savg2 values of 0.64 in the free form of the protein
and 0.85 in the ternary complex KIX·MLL·pKID and intermediate
levels of dynamics for binary complexes KIX·MLL and KIX·pKID
(Savg2 of 0.80 and 0.71, respectively). Contrary
to the stepwise changes of the order parameters in the L12 loop, which
forms direct interactions with MLL in binary KIX·MLL and ternary
KIX·MLL·pKID, the three-helix scaffold of the binary KIX
complexes rigidifies upon binding a single ligand (either MLL or pKID)
and shows no further rigidification upon binding an additional ligand
molecule to form the ternary complex KIX·MLL·pKID. This
behavior is most prominent for helices α1 and α2 of the
KIX domain, helix α1 (KIX Savg2 = 0.84; KIX·MLL Savg2 = 0.90; KIX·pKID Savg2 = 0.90; KIX·MLL·pKID, Savg2 = 0.91) and α2 (KIX Savg2 = 0.82;
KIX·MLL Savg2 = 0.90; KIX·pKID, Savg2 =
0.91; KIX·MLL·pKID Savg2 = 0.91). For helix α3,
resonance overlap in unliganded KIX prevents the measurement of order
parameters for four C-terminal residues of helix α3 (666–669).
Comparison of the order parameters of backbone amides in the N-terminal
part of helix α3 (646–665), however, suggests that this
part of the three-helix scaffold is less dynamic on a pico- to nanosecond
time scale in the unliganded protein and only slightly changes its
dynamic properties when ligand(s) are bound to the protein, helix
α3 (KIX Savg2 = 0.90; KIX·MLL Savg2 = 0.92;
KIX·pKID Savg2 = 0.91; KIX·MLL·pKID Savg2 =
0.93).The KIX backbone amide order parameter data display a
relatively
large variation for α2 helix in the unliganded form of the protein.
An oscillatory behavior of the order parameters is observed for the
segment of helix α2 between residues 625–637 with lowest
order parameters found for residues M625, L628, V629, K632, K633,
and E636 and higher order parameters for residues between these. Of
note, the more dynamic backbone amides in helix α2 of unliganded
KIX are located on the side of the helix that contacts helix α1.
We have previously shown that helix α1 is conformationally less
stable than helices α2 and α3, with a tendency to unfold
and refold (in milliseconds) in the unliganded form of the protein,[47] suggesting a dynamic coupling of microsecond
to millisecond and picosecond to nanosecond motions. The local unfolding–refolding
process is suppressed if MLL or pKID is bound to the KIX domain.[17] Likewise, upon binding ligand (MLL, pKID, or
both), the oscillatory behavior of the order parameters in helix α2
is lost, and helix α2 displays relatively uniform order parameters
in ligand bound states.Taken together, the average order parameters
of residues in helical
segments of the KIX domain (α1−α3) increase from
0.85 in free KIX to 0.91 and 0.90 in the binary complexes KIX·MLL
and KIX·pKID, respectively, suggesting significant rigidification
of the KIX backbone upon peptide binding. Unlike for the loop L12,
formation of the ternary complex KIX·MLL·pKID (average order
parameter in α1−α3, Savg2 = 0.91)
is not accompanied by further rigidification of the three-helix bundle
scaffold.
Discussion
NMR relaxation dispersion
experiments suggest that allosteric coupling
in the KIX domain involves conformational selection of a ca. 7% low-populated
(excited-state) conformer in the binary complex formed by KIX with
MLL whose structure resembles the ternary complex.[17] In agreement with these experimental data, molecular dynamics
studies showed that MLL binding to the KIX domain results in a redistribution
of the conformational substates of this protein toward conformers
that favor the binding of the second, remote ligand.[21] Side chain methyl group dynamic NMR data indicate that
allosteric communication between the MLL and pKID/c-Myb binding sites
proceeds through a conserved hydrophobic network in KIX that is formed
by the side chains of aliphatic residues. A comparison of binary KIX·MLL
and ternary KIX·MLL·pKID complexes of KIX is shown in Figure 1. It is evident that conformational changes of the
KIX backbone upon binding of pKID to the binary KIX·MLL complex
are indeed minor, which is in agreement with the small magnitude of
backbone amide 15N and backbone carbon 13Cα chemical shift changes that are observed upon ligand
binding.[17] Our NMR solution structures
show, however, that binding of the pKID activation domain to binary
KIX·MLL is accompanied by a small but significant repacking of
the hydrophobic core of the KIX domain, involving residues L607, L628,
and I660 (Figure 2). Concomitantly, the side
chain of residue I657 flips around its χ1 dihedral angle from
gauche– to gauche+, positioning its δ1 methyl group at
the surface of the KIX domain in the ternary complex. In the ternary
complex of KIX with MLL and pKID, the I657 side chain is part of the
hydrophobic groove on the surface of KIX that represents the docking
interface for pKID, where it hydrophobically packs to residues I137
and L141 of the pKID amphipathic helix αB (see below). Both
I137 and L141 are part of the consensus motif for ligands that bind
to the KIX domain.[48]
Allosteric Communication
through Redistribution of Rotameric
States
It was recently shown that the carbon 13C chemical shifts of methyl groups in isoleucine, leucine, and valine
provide a very sensitive measure of the side chain conformations of
these residues.[49] Assuming that conformational
sampling of side chain dihedral angles (χ2 in leucine and isoleucine,
χ1 in valine) can be described in terms of jumps between a limited
number of rotameric states, the methyl group 13C chemical
shifts of these residues can be used to determine the populations
of these rotameric states. For example, with respect to leucine side
chain χ2 dihedral angles, to a very good approximation only
the trans and gauche+ conformers are sampled in solution, and their
populations can be determined from the difference of their δ-methyl 13C chemical shifts.[43] Similar approaches
are available for isoleucine χ2 and valine χ1 rotameric
distributions.[44,45]The NMR solution structures
of the binary and ternary complexes of the KIX domain that are presented
here are based on backbone chemical shifts, NOEs, and residual dipolar
couplings as experimental restraints, while isoleucine, leucine, and
valine methyl group chemical shifts were not used as restraints in
the structure calculations. It is therefore possible to validate the
structures by comparison with the rotameric states of isoleucine,
leucine, and valine that can be derived from methyl 13C
chemical shifts (Table 2). We find excellent
agreement between the methyl 13C chemical shifts and the
side chain rotamers that are present in the solution structures of
both complexes (binary KIX·MLL and ternary KIX·MLL·pKID),
suggesting the conformation that is present in the NMR structural
bundles represents the most populated rotameric state of isoleucine,
leucine, and valine residues in all cases.It is clear from
the chemical shift data, however, that the three-dimensional
solution structures of KIX complexes do not fully capture the dynamic
nature of this protein. As evident from Table 2, populations of alternative rotameric states of 30% and more are
not uncommon, which is in agreement with other proteins.[43,44] Intriguingly, however, the chemical shift data suggest that the
distributions of isoleucine and leucine χ2 dihedral angles are
not identical in binary KIX·MLL and ternary KIX·MLL·pKID:
for a subset of residues (L603, L607, I611, L628, L653, I657, and
I660) conformational sampling is different in the two complexes, indicating
a redistribution of their individual χ2 rotamers by 4–14%
upon binding of the pKID ligand peptide, as shown in Figure 4. These residues cluster together in the molecular
structure of the KIX domain and form part of the hydrophobic core
of the protein. This is contrasted by residues L599, L620, L652, L664,
L672, and all six valines, for which rotamer populations are identical
(≤1% change) in the two structures and which are located outside
the hydrophobic core of KIX. The 13C chemical shift data
thus suggest that the conformational transition between the two complexes
is accomplished through a relatively subtle (<14%) redistribution
of the rotameric states of residues that form the hydrophobic core
of the protein.
Figure 4
Conformational sampling of side chain dihedral angles
(χ2
in leucine and isoleucine, χ1 in valine) in binary KIX·MLL
and ternary KIX·MLL·pKID. The backbone of KIX·MLL is
shown as ribbon. Leucine, isoleucine, and valine side chains are displayed
as spheres and color-coded in green (change of rotamer distribution
≥4% between KIX·MLL and KIX·MLL·pKID) and white
(change of rotamer distribution <2%).
Conformational sampling of side chain dihedral angles
(χ2
in leucine and isoleucine, χ1 in valine) in binary KIX·MLL
and ternary KIX·MLL·pKID. The backbone of KIX·MLL is
shown as ribbon. Leucine, isoleucine, and valine side chains are displayed
as spheres and color-coded in green (change of rotamer distribution
≥4% between KIX·MLL and KIX·MLL·pKID) and white
(change of rotamer distribution <2%).It is intriguing that the hydrophobic core residues for which
we
observe the repacking upon ligand binding include the ones that were
previously identified to be part of the hydrophobic cluster that constitutes
the allosteric network in KIX.[15,17] Using side chain methyl
relaxation dispersion experiments, we found a clear correspondence
between the hydrophobic core chemical shifts of the ternary KIX complex
and the shifts of the excited state in the binary complex of KIX with
MLL.[17] This shows that the dynamic repacking
process of the hydrophobic core that we observe already occurs in
binary KIX·MLL (i.e., before pKID binds) during the transition
between the 93% populated ground and the 7% populated excited states.
Taken together, the chemical shift and the structural data provide
a quantitative dynamic picture of allosteric communication between
the two remote ligand binding sites in the KIX domain.Figure 5 shows a close-up view of the KIX/pKID
binding surface in the ternary complex KIX·MLL·pKID. The
δ1 methyl group of KIX residue I657 is exposed to the surface
of the domain and forms part of the hydrophobic pocket that accommodates
the amphipathic helix αB of the ligand peptide pKID.[39] The hydrophobic side chains of two residues
of pKID, I137 and L141, pack to the I657 of the KIX domain. I137 and
L141 of pKID are known to be critical for the molecular recognition
of ligands binding to the KIX domain: both I137 and L141 are part
of the conserved ΦXXΦΦ sequence motif, where Φ
is a hydrophobic residue and X is an arbitrary residue, which is characteristic
for ligands that bind to KIX.[48] Any conformational
change at the pKID/c-Myb hydrophobic binding groove will thus very
likely modulate the efficiency with which hydrophobic contacts with
ligand peptides are formed and affect their affinities. With respect
to allosteric coupling, the presence of a higher affinity (excited
state) conformer, even if populated only to a low extent, can act
as a driving force for the ligand binding process. Recognition and
binding of peptides will predominantly occur through the higher affinity
conformer, whose structure is complementary to the ligand, while the
thermodynamic equilibrium between ground and excited states will be
re-established through the allosteric conformational transition, resulting
in a redistribution of the conformational substates toward the structure
of the higher affinity state. The relaxation dispersion data suggest
that in the 7% populated excited state in the binary complex KIX·MLL
residue I657 is indeed present in a conformation that is similar to
the ternary complex.[17]
Figure 5
Close-up view of the
solution structure of the ternary complex
KIX·MLL·pKID showing the interaction surface of the KIX
domain with the pKID peptide. The backbone of the KIX domain is displayed
as blue ribbon, along with the side chain heavy atoms of I657. The
pKID backbone (magenta ribbon) and the side chains of pKID residues
I137 and L141, which interact with the hydrophobic side chain of I657,
are displayed.
Close-up view of the
solution structure of the ternary complex
KIX·MLL·pKID showing the interaction surface of the KIX
domain with the pKID peptide. The backbone of the KIX domain is displayed
as blue ribbon, along with the side chain heavy atoms of I657. The
pKID backbone (magenta ribbon) and the side chains of pKID residues
I137 and L141, which interact with the hydrophobic side chain of I657,
are displayed.Previous reports have
indeed shown that the complementarity of
the hydrophobic interactions between the pKID binding pocket and peptide
ligands plays a critical role for the affinity with which these ligands
are bound to the KIX domain.[40] NMR solution
structures of KIX bound to the activation domain of the transcription
factor c-Myb indicate that the positions that are equivalent to I137
and L141 in pKID are taken by two leucine residues in c-Myb (L298
and L302, both part of the c-Myb ΦXXΦΦ motif). It
is evident from the KIX·c-Myb structures that the side chain
of L302 of c-Myb penetrates more deeply into the hydrophobic pocket,
which is formed by the KIX domain, than the equivalent L141 of pKID,[39] enabling the formation of hydrophobic contacts
of its methyl groups with the side chain of KIX residue L607 at the
bottom of the pocket. Based on these observations, it was suggested
that the hydrophobic interactions between pKID and KIX are less optimal
than those between pKID and c-Myb, which explains the relatively low
affinity of unphosphorylated KID to KIX.[40]A crystallographic study of KIX bound to a covalently linked
small-molecule
ligand underlines the remarkable ability of this protein to adapt
its hydrophobic core in response to a binding partner.[50] In this structure, an aromatic ring that is
part of the ligand molecule penetrates into the hydrophobic core of
the KIX domain, forming contacts with residues that are part of the
allosteric network (I611, L607, L628). Binding assays showed that
in this small-molecule complex of KIX allosteric communication is
disrupted, most likely by engaging the residues that constitute the
allosteric network of the protein. Indeed, in the crystal structure
of this complex, the side chain χ1 torsion angle of isoleucine
657 occupies the gauche– conformation, similar to the lower
affinity complex KIX·MLL. It thus appears that constraining the
hydrophobic core by insertion of a ligand molecule attenuates the
malleability of the allosteric network that is required for communication
between the binding sites, in agreement with our proposed dynamic
allosteric mechanism.
Allosteric Communication in the Opposite
Direction
While our relaxation dispersion experiments in
combination with the
high-resolution structures presented here provide insights into the
mechanism by which KIX propagates information about the presence of
MLL to the c-Myb/pKID binding site, the molecular mechanism of communication
in the opposite direction (from the c-Myb/pKID binding site to the
MLL binding site) is not obvious.[17] The
lack of significant contributions of micro- to millisecond time scale
dynamic processes to NMR spin relaxation rates indicates that either
the population of any higher energy state(s) that might be present
in KIX·pKID or KIX·c-Myb binary complexes is too low or
the time scale of the process is outside the micro- to millisecond
window that can be studied by relaxation dispersion NMR.Indeed,
the NMR spin relaxation data reported here argue for a contribution
of pico- to nanosecond time scale dynamic processes to the mechanism
of allosteric coupling from the c-Myb/pKID binding site to the MLL
binding site. Upon binding of pKID to the KIX domain, we observed
a change in pico- to nanosecond dynamics for the KIX backbone for
segments of the protein that are remote from the binding site of the
peptide. In particular, two of the three helices (α1 and α2)
of the KIX domain that form the three-helix scaffold of the protein
rigidify, along with the connecting linker loop L12 and the N-terminus
of the domain. These findings are in agreement with the ITC data published
by Goto et al.,[15,17] who showed that binding of pKID
to KIX decreases the entropic penalty for MLL binding. Furthermore,
molecular dynamics studies suggest that c-Myb binding to the c-Myb/pKID
binding site of KIX indeed rigidifies the loop L12 and G2 region.[21] This is contrasted by the pKID binding surface
itself, which is mostly formed by residues in helix α3 and which
does not display a significant change in pico- to nanosecond time
scale dynamics upon binding. The rigidification of the linker L12,
which has no direct contacts with pKID, is particularly interesting,
because it is believed to play a critical role for binding MLL.[10] Based on the observation of chemical shift averaging
and narrow backbone amide resonances, it has been suggested that the
linker L12 is conformationally flexible in order to enable the interaction
of this binding surface of the KIX domain with a variety of disparate
ligand sequences, while in complex with MLL, the conformational flexibility
is reduced.[10,39] In addition, this part of the
protein is considerably displaced upon MLL binding, allowing the side
chain of KIX residue F612 to form hydrophobic contacts with the MLL
ligand. In light of the significance of this loop domain for binding
MLL,[21] this long-range dynamic coupling
between the two binding sites is likely of functional significance.A markedly different behavior is found for MLL binding to KIX.
While the presence of bound MLL significantly increases the order
parameters of amino acid residues that are part of the hydrophobic
MLL binding pocket (loop L12) and the helices α1 and α2
of the three-helix scaffold of the protein as well as the C-terminal
end of helix α3, we find no significant changes of order parameters
at the pKID binding site. Thus, binding of the activation domain of
MLL appears to cause local rigidification but has no long-range effect
on dynamic processes on the pico- to nanosecond time scale. Interestingly,
however, the loss of flexibility on the pico- to nanosecond time scale
upon MLL binding of the L12 loop is accompanied by a significant increase
of dynamics on a millisecond time scale (the allosteric conformational
transition) that involves a contiguous network of residues connecting
the L12 loop to the remote pKID binding site of the KIX domain.[17]
Dynamics and Allostery
Dynamic allosteric
coupling
has been reported for a variety of proteins.[51−55] For example, various variants of the catabolite activator
protein (CAP) differentially populate active and inactive DNA-binding
states.[56] Allosteric regulation of CAP
is entirely of an entropic nature and involves the redistribution
of the conformational substates of the protein in response to the
presence of a ligand molecule.[57] Likewise,
phosphorylation of the bacterial nitrogen regulatory protein C shifts
the balance of populations of the different forms of this protein
from the inactive to the active form,[58] and the PBX1 homeodomain transiently folds into a conformation in
which the binding sites for DNA and the transcription factor Hox are
preorganized even in the absence of ligands.[59] In PDZ3, binding function is regulated through an entirely dynamic
allosteric mechanism that lacks measurable conformational changes.[60] Together with our results for the KIX domain
of CBP, these data underscore the mechanistic significance of dynamic
equilibria for allosteric regulation and ligand recognition. Of note,
such population shift mechanisms enable the modulation of binding
affinities in a versatile manner by the extent to which the higher
affinity conformer is populated, as well as by the difference in binding
affinities of the different conformers.It is noteworthy that
the KIX domain displays a nonuniform distribution of aromatic and
aliphatic residues in its hydrophobic core. The interior of the hydrophobic
core (within the three-helix scaffold) is formed by nonaromatic residues
and contains mostly isoleucines, leucines, valines, and alanines,
while at the surface of KIX, aromatic residues are enriched, making
van der Waals contacts with the bound ligand peptides.[10,39,41] A possible involvement of these
aromatic residues at the protein–ligand interface in allosteric
coupling has been inferred from relaxation dispersion and 19F NMR measurements,[17,61] but their exact mechanistic role
is not evident. Considering the dynamic nature of the repacking process
of isoleucine, leucine, and valine side chains in the KIX hydrophobic
core, it is tempting to speculate that aliphatic side chains could
be more amenable for such processes than aromatic side chains. Sequence
comparison showed that the aliphatic residues in the KIX hydrophobic
core are conserved to a higher level than the aromatic residues,[17] arguing for an evolutionary conservation of
such functional dynamics.[62,63] However, further experimental
studies of allosteric proteins, including techniques that probe the
dynamic behavior of aromatic side chains, will be necessary to comprehensively
understand the structural prerequisites for dynamic allosteric coupling.
Authors: Ke Yang; Robyn L Stanfield; Maria A Martinez-Yamout; H Jane Dyson; Ian A Wilson; Peter E Wright Journal: Proc Natl Acad Sci U S A Date: 2018-09-19 Impact factor: 11.205
Authors: Clifford T Gee; Keith E Arntson; Edward J Koleski; Rachel Lynn Staebell; William C K Pomerantz Journal: Chembiochem Date: 2018-04-06 Impact factor: 3.164