A structural model of the adduct between human cytochrome c and the human anti-apoptotic protein Bcl-x(L), which defines the protein-protein interaction surface, was obtained from solution NMR chemical shift perturbation data. The atomic level information reveals key intermolecular contacts identifying new potentially druggable areas on cytochrome c and Bcl-x(L). Involvement of residues on cytochrome c other than those in its complexes with electron transfer partners is apparent. Key differences in the contact area also exist between the Bcl-x(L) adduct with the Bak peptide and that with cytochrome c. The present model provides insights to the mechanism by which cytochrome c translocated to cytosol can be intercepted, so that the apoptosome is not assembled.
A structural model of the adduct between humancytochrome c and the human anti-apoptotic protein Bcl-x(L), which defines the protein-protein interaction surface, was obtained from solution NMR chemical shift perturbation data. The atomic level information reveals key intermolecular contacts identifying new potentially druggable areas on cytochrome c and Bcl-x(L). Involvement of residues on cytochrome c other than those in its complexes with electron transfer partners is apparent. Key differences in the contact area also exist between the Bcl-x(L) adduct with the Bak peptide and that with cytochrome c. The present model provides insights to the mechanism by which cytochrome c translocated to cytosol can be intercepted, so that the apoptosome is not assembled.
Cytochrome c is a small soluble heme protein loosely associated with the inner
membrane of the mitochondrion, where it acts as an electron carrier between the two
terminal complexes of the respiration chain, cytochrome bc1 and
cytochrome c oxidase [1], [2]. The release into the cytosol of cytochrome c is a
critical early event in mitochondrially mediated apoptotic cell death [3]. Upon extrusion
into the cytosol, cytochrome c forms the apoptosome with Apaf-1 and pro-caspase-9,
initiating the caspase cascade of reactions that leads to apoptosis [4]. In absence of
cytochrome c, cytosolic Apaf-1 is unable to bind pro-caspase-9 and caspase
activation does not occur. Despite its celebrity, the mechanism of cytochrome c
release remains largely elusive. It has been proposed to occur in two steps: the
upstream event of cytochrome c dissociation from the inner membrane that renders it
available for the subsequent release into the cytosol upon permeabilization of the
outer mitochondrial by oligomeric pro-apoptotic members of the Bcl-2 family of
proteins [5].
Oxidative damage of cardiolipin, a phospholipid that constitutes about 20% of
the total lipid composition of the inner membrane, may cause the cytochrome c
detachment from the inner membrane [5], [6]. The external membrane permeabilization step is both
positively and negatively regulated by members of the Bcl-2 family of proteins [7], [8], [9], through their
cytosol-to-external mitochondrial membrane redistribution by means of activated
processes [10], [8]. The BH3-only
proteins initiate apoptosis through binding to pro-apoptotic Bax or Bak and
recruiting them to the membrane, where they form large complexes that generate
membrane spanning pores, hence making the membrane permeable [11]. Anti-apoptotic members of the
Bcl-2 family, such as Bcl-xL, are structurally similar to Bax but inhibit
the membrane permeabilization process, do not oligomerize and do not form pores
[12]. They
might inhibit apoptosis by acting as if they were a dominant-negative version of Bax
by competing with it for binding to the outer membrane [12].Pro-survival proteins like Bcl-xL do prevent cytochrome c release into the
cytosol: a number of diverse protein-protein interactions have been proposed to be
at the basis of such a process. There have been reports that Bcl-xL can
block the formation of the apoptosome associating itself with Apaf-1 and caspase-9
to produce an anti-apoptotic ternary complex [13], [14]. On the other hand cytochrome c was
found to interact specifically with Bcl-xL
in vitro with an affinity that closely matches the reported
affinities of BH3 peptides/domains for Bcl-xL
[15]. The
bimolecular binding rate of Bcl-xL to cytochrome c is also within the
range set by dimerization of Bcl-2 family proteins, and by BH3–Bcl-2 protein
interactions [15].In the present study, we report an NMR-derived model structure of humanBcl-xL in complex with humancytochrome c, in its iron(II) form that
should represent the relevant redox state for hemeiron in the reducing environment
of the cytosol. Based on this model, insights into the role of specific amino acids
on both partner molecules for the establishment of key interactions are obtained
that offer structural basis for the rational design of inhibitors.
Results and Discussion
Chemical shift changes provide a highly sensitive tool for identifying the residues
that play a role in interprotein interactions. NMR chemical shift perturbations of
backbone amides in Bcl-xL and reduced cytochrome c reveal that the two
proteins form detectable amounts of an adduct. The observed chemical shift
variations are small (Fig. S1 and Fig. S2), but
increase in a saturable manner upon titration (Fig. S3). The
interaction between cytochrome c and Bcl-xL has been reported to be
strongly dependent on ionic strength [15]: in 50 mM phosphate buffer,
the Kd of 1.2 10−7 M at 80 mM NaCl increases by nearly
12-fold in the presence of 600 mM NaCl. The relatively high concentrations required
for the NMR experiments of these two heavily charged proteins (total charge:
−14 for Bcl-xL and +9 for cytochrome c) contribute to the
increase of the overall ionic strength of the solution, setting us farther from the
optimal conditions for the complex formation. Consistently, the Kd values
estimated from our chemical shift data (Fig. S3), although measured at 50 mM phosphate
buffer and 150 mM NaCl, are of the order of 1 mM. The maximum chemical shift
variation here observed for cytochrome c resonances is about ¼ of the maximum
value reported for cytochrome c in its interaction with cytochrome b5,
where a Kd of 2 mM was estimated [16]. For the same system, increasing
salt concentration was reported to lead to the uniform decrease of the observed
chemical shift perturbation values for all affected residues of both proteins [17]. The low
affinity of the complex combined with the intrinsic low solubility of
Bcl-xL prevented us from achieving protein concentrations in solution
higher than 500 µM for the anti-apoptotic protein, that would have provided
larger amount of the bound state and therefore larger chemical shift
perturbations.An overall increase in 15N transverse relaxation rate values,
R2, is observed upon titration of Bcl-xL with cytochrome
c, which is consistent with an increase in the overall tumbling correlation time
upon complex formation [18]. An accurate measure of 15N R2 in
the complex, however, was hampered by the low stability of Bcl-xL, caused
by local sample heating associated to this type of measurements.Residues whose chemical shift values are affected by the presence of the partner
molecule, when mapped on the proteins' surface, were confined to well defined
areas, suggesting the formation of a specific, albeit transient, complex. The
restraints derived from the NMR experiments were used as input data for docking
calculations for the humancytochrome c−Bcl-xL system with the
program HADDOCK [19] and unequivocally define the interface on both
proteins.The obtained ensemble of structural models is constituted by a well defined cluster
(Table
S1) of 128 conformers with backbone RMSD of 0.8±0.5 Å from the
overall lowest energy structure. The dominant contribution to the total interaction
energy comes from the electrostatic term. This is consistent with the experimental
finding that the interaction affinity is reduced by an increase in ionic strength
[15].A buried surface area of the order of about 2,000 Å2 was identified,
which contrasts with the short-lived nature of the complex, for which values
<1,200 Å2 would be expected. A similar situation has been
already reported for the cytochrome c−CuA adduct and explained in
terms of a biased picture resulting from the docking procedure [20]; dense networks of
intermolecular contacts are provided in the same structural model as if they could
be contemporarily present, whereas, reasonably, only a fraction of them is actually
formed on average. This situation results from the fact that all the active residues
in HADDOCK calculations are treated equivalently, without any attempt to score them
on the basis of relative importance to the affinity of the complex. Consistently
with this view, the relatively large restraint violation energy hints that none of
the calculated structures satisfies all the experimental constraints. Observed
chemical shift perturbations in solution reflect the average effect of various
interconverting adducts with slightly different binding contacts, as summarized in
Table 1. Considering all
the identified contacts (as shown in Fig. 1), they define a large and flat contact area between the two
partner proteins, that may constitute a valuable guide for future studies aimed at
targeting the Bcl-xL - cytochrome c interaction.
Table 1
Intermolecular contacts statistics calculated over the 128 model
structures of cluster 1 obtained by HADDOCK; all contacts with repetition
frequency >30 are listed.
Interacting residues
Interaction type
Frequency
Bcl-xL
cytochrome c
Glu96 (Oε1, Oε2)
Lys53 (Hζ1,Hζ2,Hζ3)
H-bond
141
Arg100 (Hη12, Hη21, Hη22)
Gly41 (CO)
H-bond
64
Tyr101 (Hη)
Ala43 (CO)
H-bond
31
Tyr101 (Cε1,Cγ,Cζ)
Ala43 (Cα,Cβ)
non-bonded contact
195
Asp133 (Oδ2)
Lys25 (Hζ1,Hζ2,Hζ3)
H-bond
87
Asp133 (Oδ1, Oδ2)
His26 (HN)
H-bond
36
Asn136 (Hδ21, Hδ22)
His26 (CO)
H-bond
44
Asn136 (Cβ,Cγ)
Tyr46 (Cδ1)
non-bonded contact
82
Trp137 (Cβ)
Ser47 (Cβ)
non-bonded contact
43
Gly138 (CO)
Gly45 (CO)
non-bonded contact
54
Gly138 (Cα)
Tyr46 (CO,Cα)
non-bonded contact
128
Thr190 (Cγ2)
Lys79 (Cε)
non-bonded contact
42
Phe191 (Cε1)
Ser47 (Cβ)
non-bonded contact
32
Leu194 (CO)
Ala50 (NH)
H-bond
47
Leu194 Backbone (CO)
Ala50 (Cβ)
non-bonded contact
32
Tyr195 (OH)
Lys53 (Hζ1,Hζ2,Hζ3)
H-bond
48
Tyr 195 (Cα,Cδ1)
Ala50 (Cβ)
non-bonded contact
72
Ser203 (Hγ)
Asn54 (Oδ1)
H-bond
45
Figure 1
Cytochrome c−Bcl-xL adduct.
Residues on cytochrome c (gray and cyan) and Bcl-xL (pink and
violet) involved in intermolecular contacts in our structural model. They
have been mapped on the lowest energy structure of our cluster of 128
conformers.
Cytochrome c−Bcl-xL adduct.
Residues on cytochrome c (gray and cyan) and Bcl-xL (pink and
violet) involved in intermolecular contacts in our structural model. They
have been mapped on the lowest energy structure of our cluster of 128
conformers.
Bcl-xL surface contacts with cytochrome c
The structure of Bcl-xL consists of seven helices (according to the
PDB analysis of 1LXL) of variable length and a long flexible loop, spanning
residues 45 to 84 [21], [22]. The C-terminal part contains a hydrophobic tail
proposed to constitute the anchoring point in the membrane bound form. At the
base of this short tail the protein fold forms a large and flat surface (Fig. 2), that in the
membrane-bound form should be oriented towards the mitochondrion. Residues in
contact with cytochrome c are all located in this area. In particular: Glu96 and
Tyr101 are on helix-3; Glu129 and Arg139 are the penultimate and the first
residue, respectively, of helix-4 and helix-5, which are antiparallel to each
other and perpendicular to helix-3; residues 133–138 are on the loop
connecting helix-4 to helix-5; Trp181, Glu184 and Asn185 are on helix-7 and
Thr190, Glu193 and Leu194 on helix-8, two short helices roughly parallel to
helix-3; finally, the last two residues forming contacts are Tyr195, immediately
after helix-7 and Ser203 at the base of the C-term tail.
Figure 2
Bcl-xL interaction areas.
Ribbon representation of the structure of Bcl-xL: the putative
transmembrane hydrophobic tail points towards the bottom part of the
picture. Residues involved in contacts with cytochrome c are represented
as blue spheres. The Bak peptide is shown in magenta and its interaction
area has only a few contact points with that defined for cytochrome
c.
Bcl-xL interaction areas.
Ribbon representation of the structure of Bcl-xL: the putative
transmembrane hydrophobic tail points towards the bottom part of the
picture. Residues involved in contacts with cytochrome c are represented
as blue spheres. The Bak peptide is shown in magenta and its interaction
area has only a few contact points with that defined for cytochrome
c.Their spatial location with respect to the anchoring tail suggests that
cytochrome c is captured by the protein just at its entrance into the cytosolic
space.Arg139, whose mutation into Glu has been reported to inhibit the anti-apoptotic
activity of Bcl-xL
[22], is
involved in the interaction with cytochrome c and also with the Bak peptide;
otherwise the contact surfaces residues of Bcl-xL with the two
counterparts do not coincide. Complexation of Bcl-xL with the
pro-apoptotic Bak peptide(s) has been reported to occur through an extended
interaction with the hydrophobic cleft of Bcl-xL defined by helices 3
and 4; in addition a few charged side chains of opposite signs on the two
partners are facing each other [22].The non-coincidence of the contact surface areas in the two adducts may provide
hints for differently targeting the pro-apoptotic and the anti-apoptotic
protein-protein interactions.
Cytochrome c surface contacts with Bcl-xL and comparison with
cytochrome c electron transfer complexes
The cytochrome c fold presents five α-helices and a short antiparallel
β-strand on one face and two extended loops on the other (Fig. 3) [23], [24], [25], [2]. The two loops sandwich on
the heme providing the two axial ligands of the hemeiron i.e. His18 and Met80.
The porphyrin ring is partially solvent exposed on the side defined by the two
loops. Residues on cytochrome c involved in contacts with Bcl-xL are
located on the two loops, the helix-3 (also called 50's helix) and on the
β-strand (Fig. 3A).
Although input active residues in HADDOCK calculations are treated equivalently
without any attempt to score them on the basis of relative chemical shit
perturbation, the interaction areas resulting from the calculations are centered
on the most affected residues i.e., His26 and Gly41. Interestingly, the only
known pro-apoptotic mutant of cytochrome is G41S [26], a variant bearing a
mutation on a residue of the β-strand found to form an H-bond with Arg100 of
Bcl-xL in 64 out of 128 structures of our ensemble. The chemical
shift of the amide of Gly41 is the second most affected signal of cytochrome c.
However, residues proposed to play a role in the interaction with Apaf-1 [27], [28], with the
exception of Lys25, do not match those identified here as contacts with
Bcl-xL. Lys25 side chain forms an H-bond with Asp133 of
Bcl-xL in 87 out of 128 conformers of our cluster 1.
Consistently, the two residues adjacent to it, Gly24 and His26, do experience
chemical shift perturbations upon binding to Bcl-xL, with His26 being
the most affected amide on cytochrome c. Unfortunately, the low resolution of
the recent structure of the apoptosome obtained by cryo-EM prevented any
inference regarding intermolecular contacts involving cytochrome c [29], [30].
Figure 3
Hydrophobic and electrostatic contacts in cytochrome c
complexes.
Residues involved in hydrophobic (blue spheres) and in
electrostatic/H-bond (red spheres) interactions are shown for: (A) human
cytochrome c and Bcl-xL, (B) cytochrome c552 and
cytochrome c oxidase, (C) S. cerevisiae cytochrome c
and cytochrome bc1, (D) S. cerevisiae
cytochrome c and cytochrome c peroxidase adducts. In the four panels,
cytochrome c is represented with an orientation where the “loop
face” points towards the observer.
Hydrophobic and electrostatic contacts in cytochrome c
complexes.
Residues involved in hydrophobic (blue spheres) and in
electrostatic/H-bond (red spheres) interactions are shown for: (A) humancytochrome c and Bcl-xL, (B) cytochrome c552 and
cytochrome c oxidase, (C) S. cerevisiaecytochrome c
and cytochrome bc1, (D) S. cerevisiaecytochrome c and cytochrome c peroxidase adducts. In the four panels,
cytochrome c is represented with an orientation where the “loop
face” points towards the observer.The observed distribution of contact residues on cytochrome c differs from that
in its electron transfer complexes (Fig. 3B–D), as detailed below.Efficient electron transfer between cytochrome c and its counterparts in the
respiratory chain requires rapid adduct formation and rapid product dissociation
as well as the achievement of proper orientation of the partner proteins in the
transient adduct to optimize the electron transfer rate. Such requirements are
reflected in the high Kd values, namely in the µM-mM range
[31],
[32], and
in the nature of key interactions involving surface residues surrounding the
heme crevice of cytochrome c. The optimal interfacial arrangement is tuned by
hydrophobic interactions among short range contacts. The transient nature of the
complex is assured by the possibility to switch on and off the potential
electrostatic interactions among residues of different sign surrounding the
contact central region on the two proteins. Long-range recognition of the
partners is driven by non-specific electrostatic interactions that rely on the
presence of large patches of opposite charge on the two protein surfaces.No structural information is available for the eukaryotic cytochrome c -
cytochrome c oxidase complex. Given the high homology in the involved protein
domains, the bacterial complex has been proposed in the literature as a suitable
model system to achieve functional information that can be extrapolated to its
eukaryotic counterpart [20], in spite of the much higher structural complexity of
the cytochrome c oxidase of the latter. Even if the per residue contacts may be
different in the eukaryotic complex, the overall interaction areas are expected
to be the same. In the various conformers of the structural model of the adduct
between cytochrome c552 and the CuA subunit of cytochrome c oxidase
from Paracoccus denitrificans (Fig. 3B) [20] common hydrophobic patches
(involving residues Ala16, Val26, Ala79, Phe80, and Ala81 on the cytochrome
c552) are found, while different networks of electrostatic
intermolecular interactions are established within negatively charged Asp and
Glu contiguous to the central hydrophobic surface area on cytochrome c oxidase
and the positively charged Lys residues, namely Lys13, Lys15, Lys19, Lys70,
Lys74 and Lys77, surrounding the heme crevice on the cytochrome
c552.In the crystal structure of the complex between cytochrome c and cytochrome
bc1 from Saccharomyces cerevisiae (Fig. 3C) [33] the interaction with the
subunit cytochrome c1 of the enzyme is mainly mediated by non polar
contacts involving residues Thr12, Arg13, Val28 and Ala81 on cytochrome c. Weak,
polar interactions involving Lys79 and Lys86 are present, while additional
electrostatic interactions (i.e. cytochrome cLys87) have been proposed to
modulate intermediate states and the unbinding step.The crystal structure of the complex between S. cerevisiaecytochrome c and its redox soluble partner cytochrome c peroxidase reveals that
hydrophobic interactions are the predominant forces holding the complex together
(Fig. 3D) [34]. On the
side of cytochrome c, they involve residues Leu9, Arg13, Gln16, Cys17, Ala81,
Phe82, Gly83 and Lys86. The side chains of Asn70, Lys73 and Lys87 are
potentially involved in hydrogen bonds and/or salt bridges.The key residues for the interaction of cytochrome c with its various redox
partners do not coincide but identify similar contact areas. In this binding
mode, defined as the “pyrrole II” mode [35], on the side of cytochrome
c the interaction is centred on the heme crevice defined by the two loops, where
atoms of the porphyrin ring become partially exposed. The differences in the
various complexes might account for the structural features of the two examined
cytochromes (for example cytochrome c552 has a different conformation
of the distal loop due to the different length of this structural element: 13
amino acids vs. 17 amino acids in the yeast protein) as well as differences in
the nature of residues on the surface the partner proteins. Slightly different
slides of the various redox enzymes on cytochrome c surface to optimize
intermolecular contacts finely tune the interaction and results in a different
involvement of peripheral residues.Cytochrome c in the anti-apoptotic complex shares only a few contact residues
with the electron transfer adducts. Here, the core interactions are centred on
the left side (according to the view of Fig. 3) of the heme crevice. The loops are
always involved, reflecting the need of conformational adaptability to
facilitate an induced fit. At the same time, as the anti-apoptotic interaction
with Bcl-xL does not require any electron transfer, doesn't need
the involvement of the solvent exposed heme edge.
Further considerations about the recognition process
Our structural model clearly emerges from the NMR data and is consistent with
pro-apoptotic mutations reported for both cytochrome c and Bcl-xL.
One could question about the relevance of such a weak complex for blocking the
apoptosome formation. Nevertheless, two key aspects should be considered. The
relatively high ionic strength of the solution needed for in
vitro experiments (as previously discussed) is such that affinity
measurements are done far from the optimal conditions for the interaction, and
the resulting Kd values are higher than they should be. Another
difference between the in vitro experiment and the environment
inside the cell is the reduced accessible surface area for a membrane
tail-anchored protein. In considering this aspect, one should take into account
the fact that, in our in vitro NMR experiments, both cytochrome
c and Bcl-xL can freely diffuse in three dimensions. The in
vivo anti-apoptotic process of sequestration of cytochrome c by
Bcl-xL can be seen as a bait and prey process, where
Bcl-xL acts as bait when anchored to the external mitochondrial
membrane and therefore has restricted motions and increased local concentration.
The prey, cytochrome c, is “fished” for by Bcl-xL once
released in the cytosol, where in principle it may be a three dimensional
diffusant, but the proximity of the mitochondrial membrane may still influence
its diffusion modes. Reducing the dimensionality of the recognition process
between the two proteins may lead to a sensible increase in binding
efficiency.
Prospects
Apoptosis normally eliminates cells with damaged DNA or aberrant cell cycle.
Pro-survival proteins are therefore potentially oncogenic. Clarifying how the
Bcl-2 family governs apoptosis might provide the ability to control the
apoptotic threshold.Conventional cytotoxic therapy indirectly induces apoptosis, but more effective
outcomes could be achieved by direct activation of the apoptotic machinery.
Promising approaches include impairing expression of pro-survival proteins or
identifying drugs that inhibits their action. The identification of interfaces
between partner molecules provides targets for pharmacological intervention; the
protein-protein interaction surface between Bcl-xL and cytochrome c
here identified may offer one of these targets.
Materials and Methods
Protein samples
Full length humancytochrome c was expressed and purified as reported in the
literature [36] in the unlabeled and 15N-labeled form.The Bcl-xL construct used in our experiments contains residues
1–209 and lacks the C-terminal hydrophobic tail. The construct also has
four additional N-term residues (numbers −3 to 0). Unlabeled,
15N-labeled and 13C,15N labeled forms of
the protein were used for different NMR experiments. The protein was expressed
and purified by ProtEra through a custom protein production service.Typical protein concentrations for NMR experiments were in the 50 µM to 5
mM range, in 50 mM sodium phosphate buffer at pH 7.3, 150 mM NaCl, 1mM DTT and
with 10% D2O for lock.
NMR spectroscopy
All NMR spectra were acquired at 300 K using Bruker Advance spectrometers
operating at proton frequencies of 500, 700, 800 and 900 MHz, all equipped with
cryoprobes. A table summarizing the NMR experiments performed is given in the
Supplemental Material (Table S2). NMR spectra were processed with
Topspin version 2.0 and analyzed with the program Cara [37].
Interaction studies
Titrations of 15Nhumancytochrome c with unlabeled
Bcl-xL and titrations of 15N-Bcl-xL
with unlabeled cytochrome c were followed through
1H-15N HSQC. Looking at the
15N-enriched Bcl-xL the system was studied until a
ratio of Bcl-xL∶ cytochrome c 1∶10. Looking at the
15N-enriched cytochrome c we could reach a cytochrome c
∶ Bcl-xL ratio of 1∶20.
Assignment of Bcl-xL
Backbone resonance assignments of Bcl-xL were performed through
conventional multidimensional NMR techniques based on triple resonance
experiments, as summarized in Table S2. The assignment was carried out
starting from the reported assignment (BMRB entry 6578) [38], that
refers to a dimeric form of the protein lacking the 45–84 flexible
loop. We have accomplished 84% and 80% assignment of the
Cα and HN backbone resonances, respectively.
R2 measurements
The generalized increase in 15N R2 relaxation rates of
Bcl-xL was used to monitor the increase in average molecular
size in the presence of 2-fold and 4-fold excess of cytochrome c. The
experimental details are provided in Table S2. The local overheating typical
of R2 measurements affects the stability of Bcl-xL, as
revealed by 1H-15N HSQC experiments recorded in an
interleaved manner during R2 experiments. The effect becomes more
important in the presence of cytochrome c and is proportional to its
concentration. Nevertheless an overall increase in R2, consistent
with an increase in the correlation time for tumbling was observed.
Chemical shift mapping
The interaction between cytochrome c and Bcl-xL was monitored through
chemical shift changes of the signals from the backbone amide moieties, whose
magnitude increased upon increasing concentration of the titrant (Fig. S1 and
Fig.
S2). The extent of the changes was quantified through the following
equation (Garrett value) [39]:Kd values
were obtained by plotting the weighted average chemical shift variations of
perturbed residues on the 15N-enriched Bcl-xL as a
function of the concentration of the unlabeled partner cytochrome c (Fig. S3)
and were found to be in the 1–3 mM range.
Model structure calculations
A structural model of the cytochrome c−Bcl-xL adduct was
obtained using HADDOCK program [19]. HADDOCK calculations were started with the
coordinates of humancytochrome c (PDB id: 1J3S) and humanBcl-xL
(PDB id: 1LXL). The starting structure for cytochrome c is actually the first
member of an ensemble of 20 NMR conformers.The docking process in HADDOCK is driven by ambiguous interaction restraints
(AIRs), which are derived from the available experimental information on the
residues involved in the intermolecular interaction. A distinction is made
between active and passive residues: the former are residues which are involved
in the interaction and have a high solvent accessibility (i.e. >50%)
in the free-form protein, while the latter correspond to solvent-accessible
surface neighbors of the active residues.The active residues defined for the present calculation are listed in Table S3.
The solvent accessibility was calculated with the program NACCESS. The HADDOCK
docking protocol consisted in three steps: randomization of orientations and
rigid body minimization, semi-flexible simulated annealing in torsion angle
space and flexible solvent refinement where the structures obtained after the
semi-flexible simulated annealing are refined in an explicit solvent layer.Finally, the solutions were clustered following the two standard criteria of the
HADDOCK program i.e., a group of structures forms a cluster if constituted by at
least four members having a ligand interface RMSD within 7.5 Å. In our
case, these criteria led to the identification of four clusters, that were
ranked according to their HADDOCK score (defined as the weighted sum of van der
Waals, electrostatic, desolvation and restrains violation energy terms). These
four clusters contain 128, 21, 6, and 11 structures, respectively. The
structural statistics calculated over all structures of each cluster are shown
in Table
S1. Cluster 1 is by far the best in terms of RMSD and energy values.
The RMSD value reported in the 6th column of Table S1 is
the average RMSD from the cluster to the lowest overall energy model, i.e. the
lowest energy structure of cluster 1. Cluster 1, with an overall RMSD value of
0.8 Å, unequivocally defines the docking face for both proteins and their
relative orientations. Cluster 2 differs from cluster 1 in the relative
orientation of the two proteins, although the overall contact surface area is
the same.Plot of the chemical shift variation (Garrett values) of the backbone
cytochrome camide signals in the cytochrome c−Bcl-xL
adduct. The horizontal line indicates the selected chemical shift
perturbation threshold.(TIF)Click here for additional data file.Plot of the chemical shift variation (Garrett values) of the backbone
Bcl-xLamide signals in the cytochrome
c−Bcl-xL adduct. The horizontal line indicates the
selected chemical shift perturbation threshold.(TIF)Click here for additional data file.Fitting of the weighted average chemical shift variations of three perturbed
residues (Leu90, Gly94, Gly200) of the 15N-enriched
Bcl-xL as a function of the concentration of the unlabeled
cytochrome c.(TIF)Click here for additional data file.Structural statistics calculated over all structures for the 4 clusters
obtained by HADDOCK calculations.(PDF)Click here for additional data file.Acquisition parameters for the NMR experiments; all spectra were acquired at
300 K.(PDF)Click here for additional data file.HADDOCK active residues for Bcl-xL and cytochrome c.(PDF)Click here for additional data file.
Authors: M Sattler; H Liang; D Nettesheim; R P Meadows; J E Harlan; M Eberstadt; H S Yoon; S B Shuker; B S Chang; A J Minn; C B Thompson; S W Fesik Journal: Science Date: 1997-02-14 Impact factor: 47.728
Authors: Blas Moreno-Beltrán; Alejandra Guerra-Castellano; Antonio Díaz-Quintana; Rebecca Del Conte; Sofía M García-Mauriño; Sofía Díaz-Moreno; Katiuska González-Arzola; Carlos Santos-Ocaña; Adrián Velázquez-Campoy; Miguel A De la Rosa; Paola Turano; Irene Díaz-Moreno Journal: Proc Natl Acad Sci U S A Date: 2017-03-27 Impact factor: 11.205
Authors: Irene Díaz-Moreno; José M García-Heredia; Antonio Díaz-Quintana; Miguel A De la Rosa Journal: Eur Biophys J Date: 2011-11-16 Impact factor: 1.733
Authors: Tracy M Josephs; Matthew D Liptak; Gillian Hughes; Alexandra Lo; Rebecca M Smith; Sigurd M Wilbanks; Kara L Bren; Elizabeth C Ledgerwood Journal: J Biol Inorg Chem Date: 2013-01-19 Impact factor: 3.358
Authors: Katiuska González-Arzola; Irene Díaz-Moreno; Ana Cano-González; Antonio Díaz-Quintana; Adrián Velázquez-Campoy; Blas Moreno-Beltrán; Abelardo López-Rivas; Miguel A De la Rosa Journal: Proc Natl Acad Sci U S A Date: 2015-07-27 Impact factor: 11.205