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Incorporation of a hydration layer in the ‘dummy atom’ ab initio structural modelling of biological macromolecules

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Journal of Applied Crystallography
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Ab initio algorithms for the restoration of biomacromolecular structure from small-angle scattering data have gained popularity in the past 15 years. In particular, ‘dummy atom’ models that require minimal information about the system under study have been proven capable of recovering the low-resolution shape of proteins and nucleic acids in many published works. However, consideration of solvated biological molecules as particles of uniform electron density contrast relative to the solvent neglects the presence of a hydration layer around their surface, leading to an overall apparent swelling of the obtained models and to a large overestimation of the volume of the particle. Here this problem is addressed by the introduction of an additional type of ‘dummy atom’, representing the hydration layer. Successful applications of this new approach are illustrated for several proteins, and related results are compared with those from the program DAMMIN [Svergun (1999). Biophys. J.76, 2879–2886].
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1884 doi:10.1107/S0021889813025387 J. Appl. Cryst. (2013). 46, 1884–1888
Journal of
Applied
Crystallography
ISSN 0021-8898
Received 30 May 2013
Accepted 12 September 2013
#2013 International Union of Crystallography
Printed in Singapore all rights reserved
Incorporation of a hydration layer in the ‘dummy
atom’ ab initio structural modelling of biological
macromolecules
Alexandros Koutsioubas
a,b
and Javier Pe
´rez
a
*
a
Synchrotron Soleil, Beamline SWING, Saint Aubin BP48, F-91192 Gif sur Yvette Cedex, France, and
b
Ju
¨lich
Centre for Neutron Science (JCNS), Forschungszentrum Ju
¨lich GmbH, Outstation at MLZ, Lichtenbergstrasse 1,
D-85747 Garching, Germany. Correspondence e-mail: perez@synchrotron-soleil.fr
Ab initio algorithms for the restoration of biomacromolecular structure from
small-angle scattering data have gained popularity in the past 15 years. In
particular, ‘dummy atom’ models that require minimal information about the
system under study have been proven capable of recovering the low-resolution
shape of proteins and nucleic acids in many published works. However,
consideration of solvated biological molecules as particles of uniform electron
density contrast relative to the solvent neglects the presence of a hydration layer
around their surface, leading to an overall apparent swelling of the obtained
models and to a large overestimation of the volume of the particle. Here this
problem is addressed by the introduction of an additional type of ‘dummy atom’,
representing the hydration layer. Successful applications of this new approach
are illustrated for several proteins, and related results are compared with those
from the program DAMMIN [Svergun (1999). Biophys. J. 76, 2879–2886].
1. Introduction
Small-angle X-ray scattering (SAXS) of macromolecular systems in
solution is a powerful complement to high-resolution structural
studies by X-ray crystallography and NMR (Putnam et al., 2007; Koch
et al., 2003). Using SAXS, structural hypotheses can be directly tested
against experimental data in solution and conformational changes or
complex formation can be monitored, which helps the understanding
of structure–function relationships. A big advantage of the technique
is related to the fact that measurements can be performed close to
physiological conditions with relatively simple sample preparation
requirements. SAXS is essentially a contrast method where the
scattering signal comes from the difference in the average electron
density, , of solute molecules of interest (0.44 e A
˚
3
for proteins)
and the bulk solvent (0.33 e A
˚
3
for water).
In the early days of the use of SAXS for the study of biomolecules,
it was believed that, owing to the spatially averaged signal and the
associated inherent loss of phase information in a solution scattering
experiment, only the one-dimensional pair-distance distribution PðrÞ
and a small set of parameters related to the scattering invariants
could be deduced. These include the radius of gyration Rg, the
volume Vand the molecule’s surface area S.
With the advent of high-intensity synchrotron radiation sources the
reliability of the data related to biological molecules has been greatly
improved (Pe
´rez & Nishino, 2012). These instrument-wise advances,
coupled with the increasing power of computation, have driven the
development of various structure refinement methods aiming at the
recovery of three-dimensional information, which have had a great
impact on the wider use of SAXS by the structural biology commu-
nity.
Such approaches were pioneered by Svergun & Stuhrmann (1991),
who showed that, by incorporation of a priori constraints concerning
the electron density of the particle, a nonlinear reconstruction
procedure formulated in terms of the spherical harmonics expansion
of the scattering form factors FlmðqÞcan provide reliable low-reso-
lution envelopes, representative of the molecule’s shape. Limitations
of this method related to the description of complicated molecular
shapes containing internal cavities have led to the development of
more general ab initio methods based on the representation of the
biological molecules as a set of ‘dummy atoms’ or beads of a certain
electron density contrast, in a finite volume.
This concept, first introduced by Chacon et al. (1998), involves the
implementation of algorithms that rearrange the configuration of
beads in an attempt to minimize the discrepancy between the
experimental curve and the scattering of the model. Several varia-
tions of this method have been proposed to date (Heller et al., 2003;
Walther et al., 2000), of which the simulated annealing algorithm by
Svergun (1999), which gives interconnected and compact final
models, is the most popular, mainly because of its robustness and
speed of calculation (Franke & Svergun, 2009).
A common feature of all ‘dummy-atom’ ab initio modelling algo-
rithms is that the molecule under study is considered as having a
uniform electron density.
1
However, an important characteristic of
solvated biological molecules is that they are surrounded by a thin
low-contrast hydration layer, where water molecules assume on
average a more compact configuration, giving rise to an electron
density that is locally higher than that of the bulk solvent (Svergun
et al., 1998). The resulting electronic density contrast necessarily
contributes to the scattering intensity and has therefore to be
accounted for. When comparisons of the calculated scattering curves
of crystallographic structures versus experimental data are attempted
without consideration of the hydration layer contribution, large
systematic deviations are observed (Svergun et al., 1995). In the case
1
Here we should exclude the multiphase ab initio analysis program MONSA
(Svergun, 1999), which is designed for the treatment of systems containing
domains with different scattering contrasts.
... The energy of the neutron beam used for SANS experiments is on the order of meV, which is almost identical to the energy of the infrared region. Very recent progress in the ab initio structure analysis of small angle scattering data has made possible "low-resolution structure models" that represent the overall shape of the solution protein structure [11,27,28]. ...
... Figure 5. The ab initio bead models generated by the program DENFERT [27,28], and fitting of the crystal structure into each volumetric map (bottom panel) at pD 6.4 (A), 9.6 (B), and ~13 (C). The four B helices were docked in the volumetric map for (C) using the program Situs [51]. ...
... This arrangement of the four helices is consistent with the joint- Figure 5. The ab initio bead models generated by the program DENFERT [27,28], and fitting of the crystal structure into each volumetric map (bottom panel) at pD 6.4 (A), 9.6 (B), and~13 (C). The four B helices were docked in the volumetric map for (C) using the program Situs [51]. ...
Article
Full-text available
The dynamic structure changes, including the unfolding, dimerization, and transition from the compact to the open-bundle unfolding intermediate structure of Cyt c′, were detected by a small-angle neutron scattering experiment (SANS). The structure of Cyt c′ was changed into an unstructured random coil at pD = 1.7 (Rg = 25 Å for the Cyt c′ monomer). The four-α-helix bundle structure of Cyt c′ at neutral pH was transitioned to an open-bundle structure (at pD ~13), which is given by a numerical partial scattering function analysis as a joint-clubs model consisting of four clubs (α-helices) connected by short loops. The compactly folded structure of Cyt c′ (radius of gyration, Rg = 18 Å for the Cyt c′ dimer) at neutral or mildly alkaline pD transited to a remarkably larger open-bundle structure at pD ~13 (Rg = 25 Å for the Cyt c′ monomer). The open-bundle structure was also supported by ab initio modeling.
... Protein molecule is folded into a distinctive structure to express the unique role in 26 many biological systems. The mechanisms of protein folding/unfolding have been stud- 27 ied long time, because the knowledge of protein folding/unfolding is a key issue to predict 28 the three dimensional protein structure from the amino acid sequence for the develop-29 ments of medicinal drugs and functional cosmetics. 30 Anfinsen showed that most small proteins fold spontaneously into their specific 31 functional structure [1,2]. ...
... The energy of the neutron beam used for SANS experiments 63 is on the order of meV, which is almost identical to the energy of the infrared region. Very 64 recent progress in the ab initio structure analysis of small-angle scattering data has made 65 possible "low-resolution structure models" that represent the overall shape of the solution 66 protein structure [11,27,28]. ...
... Appendix C. Ab initio bead modelling and analysis of the bead model 353 An indirect transform using the program GNOM [58] was performed to obtain the 354 regularized scattering curves for the data where the protein retains its secondary structure 355 (pD 6.4, 9.6, and ~13). The regularized data were used as input to the program DENFERT 356 v.2 [27,28], which restores the low-resolution shape of the protein by considering the con-357 tribution of the hydration layer to the measured scattering. A 10% higher scattering length 358 density for the hydration layer was applied. ...
Preprint
Full-text available
The open-bundle structure of cytochrome c’ as an unfolding intermediate was determined by small-angle neutron scattering experiment (SANS). The four-α-helix bundle structure of Cyt c’ at neutral pH was transited to an open-bundle structure (at pD ~13), which is a joint-clubs consisting of four clubs (α-helices) connected by short loops. The compactly folded structure of Cyt c’ (radius of gyration, Rg = 18 Å for the Cyt c’ dimer) at neutral or mildly alkaline pD transitioned to a remarkably larger “open-bundle” structure at pD ~13 (Rg = 25 Å for the Cyt c’ monomer). Cyt c’ adopts an unstructured random coil structure at pD = 1.7 (Rg = 25 Å for the Cyt c’ monomer). Numerical partial scattering function analysis (joint-clubs) and ab initio modelling gave structures similar to the “open-bundle”, which retains the α-helices but loses the bundle structure.
... 39 Although in the last few years SAS has improved significantly as a method for 40 obtaining structural information on membrane proteins under solution conditions [5-14], 41 there is still a fundamental need for method development. The membrane protein in 42 question may be investigated while reconstituted in classical storage detergent 43 micelles [ [5][6][7][8][9]15] preferably in a size-exclusion SAXS [6,8,9] or SANS set up [14,16], or 44 in more advanced carrier systems such as nanodiscs [10,[12][13][14]. Nanodiscs are 45 disc-shaped lipoprotein particles consisting of a patch of phospholipid bilayer 46 3/28 : bioRxiv preprint 112 Tris-HCl, pH 7.5, 100 mM NaCl, and 1% n-octyl-β-D-glucoside. ...
... 39 Although in the last few years SAS has improved significantly as a method for 40 obtaining structural information on membrane proteins under solution conditions [5-14], 41 there is still a fundamental need for method development. The membrane protein in 42 question may be investigated while reconstituted in classical storage detergent 43 micelles [ [5][6][7][8][9]15] preferably in a size-exclusion SAXS [6,8,9] or SANS set up [14,16], or 44 in more advanced carrier systems such as nanodiscs [10,[12][13][14]. Nanodiscs are 45 disc-shaped lipoprotein particles consisting of a patch of phospholipid bilayer 46 3/28 : bioRxiv preprint 112 Tris-HCl, pH 7.5, 100 mM NaCl, and 1% n-octyl-β-D-glucoside. ...
Preprint
Small-angle scattering can be used to derive structural information about membrane proteins reconstituted in suitable carrier systems enabling solubilization of the membrane proteins in question. Since the studies are done in solution, there is no need for crystallization or deposition on sample grids, and it is in principle possible to obtain structural information about intrinsically disordered regions which cannot be resolved by crystallography or the quantitative link to which is hard to establish using e.g. electron microscopy methods. In this study, tetramers of the gated spinach aquaporin SoPIP2;1 were reconstituted into nanodiscs and small-angle x-ray scattering data were recorded. From these data, we refine structural models of the entire nanodisc-membrane protein complex including the flexible regions using newly developed models based on Fast Debye sums. We introduce software for these computations available via online repositories and discuss the implications and limitations of these methods. Author summary When it comes to investigating the structure and function of the proteins, a particular class of proteins are known to be cumbersome and problematic: membrane proteins that reside in the cell membrane and regulate and facilitate a number of critical biological processes. Such proteins can often not be studied by conventional means as they unravel and denature structurally or even precipitate in solution. To add insult to injury, such membrane proteins also often contain parts that are intrinsically disordered rendering them irresolvable by e.g. traditional crystallographic techniques and hard to describe structurally. Here, we present a combined computational and experimental approach (as well as the necessary software) to analyze and determine the structure of such proteins in close-to-native conditions in so-called nanodiscs, a biological carrier systems, using small-angle scattering and molecular simulations.
... where r j is the location of the jth atom in the monomer with respect to the origin, and q is the momentum transfer vector in reciprocal-space. To account for the contribution of the solvent, its displaced volume should be estimated (31)(32)(33). A uniform sphere (dummy atom) with a mean solvent electron density ρ 0 and atomic radius r s j could have been placed at the center of each atom j in the PDB file. ...
Preprint
Bacterial mobility is powered by rotation of helical flagellar filaments driven by rotary motors. Flagellin isolated from {\it Salmonella Typhimurium} SJW1660 strain, which differs by a point mutation from the wild-type strain, assembles into straight filaments in which flagellin monomers are arranged into left-handed helix. Using small-angle X-ray scattering (SAXS) and osmotic stress methods, we investigated the high-resolution structure of SJW1660 flagellar filaments as well as intermolecular forces that govern their assembly into dense hexagonal bundle. The scattering data were fitted to high-resolution models, which took into account the atomic structure of the flagellin subunits. The analysis revealed the exact helical arrangement and the super-helical twist of the flagellin subunits within the filaments. Under osmotic stress the filaments formed 2D hexagonal bundles. Monte-Carlo simulations and continuum theories were used to analyze the scattering data from hexagonal arrays, revealing how bulk modulus, as well as how the deflection length depends on the applied osmotic stress. Scattering data from aligned flagellar bundles confirmed the predicated structure-factor scattering peak line-shape. Quantitative analysis of the measured equation of state of the bundles revealed the contributions of the electrostatic, hydration, and elastic interactions to the intermolecular interactions associated with bundling of straight semi-flexible flagellar filaments.}%1 {Insert Received for publication Date and in final form Date.
... and "Which factors can alter the complex or its formation?" There are many SAXS analysis tools available to address this kind of questions, for example FoXSDock [14], SASREF [15], DAMMIF [16], DENFERT [17], or OLIG-OMER. However, none of these can provide meaningful answers if the quality of the SAXS data is not good enough. ...
Article
Small angle X-ray scattering (SAXS) is a versatile technique that can provide unique insights in the solution structure of macromolecules and their complexes, covering the size range from small peptides to complete viral assemblies. Technological and conceptual advances in the last two decades have tremendously improved the accessibility of the technique and transformed it into an indispensable tool for structural biology. In this chapter we introduce and discuss several approaches to collecting SAXS data on macromolecular complexes, including several approaches to online chromatography. We include practical advice on experimental design and point out common pitfalls of the technique.
... Information about particle symmetry, if available, can be explicitly used in the ab initio programs [7,43,46], further improving the resolution of the models. A program named DENFERT was recently developed for the structural modeling of biological macromolecules [47]. DENFERT is implementing a simulated annealing algorithm similar to DAMMIN program with the advantage that the hydration layer around bio-molecules is taken into account by introducing a second type of beads (hydration beads) in the model. ...
Chapter
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A macromolecule, known as a giant molecule or a polymer, is a chemical species,composed of a long chain with a regularly repeating unit, a high molecular weightand a high molecular size The unit for molecular weight is usually theDalton (Da); one Dalton is equal to one atomic mass unit. Symbols andparameters appearing in this chapter . Macromolecules aredivided into natural and man- made polymers. The latter are known as syntheticpolymers
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