Literature DB >> 29166010

Conformational Dynamics of Asparagine at Coiled-Coil Interfaces.

Franziska Thomas1,2, Ai Niitsu1, Alain Oregioni3, Gail J Bartlett1, Derek N Woolfson1,4,5.   

Abstract

Coiled coils (CCs) are among the best-understood protein folds. Nonetheless, there are gaps in our knowledge of CCs. Notably, CCs are likely to be structurally more dynamic than often considered. Here, we explore this in an abundant class of CCs, parallel dimers, focusing on polar asparagine (Asn) residues in the hydrophobic interface. It is well documented that such inclusions discriminate between different CC oligomers, which has been rationalized in terms of whether the Asn can make side-chain hydrogen bonds. Analysis of parallel CC dimers in the Protein Data Bank reveals a variety of Asn side-chain conformations, but not all of these make the expected inter-side-chain hydrogen bond. We probe the structure and dynamics of a de novo-designed coiled-coil homodimer, CC-Di, by multidimensional nuclear magnetic resonance spectroscopy, including model-free dynamical analysis and relaxation-dispersion experiments. We find dynamic exchange on the millisecond time scale between Asn conformers with the side chains pointing into and out of the core. We perform molecular dynamics simulations that are consistent with this, revealing that the side chains are highly dynamic, exchanging between hydrogen-bonded-paired conformations in picoseconds to nanoseconds. Combined, our data present a more dynamic view for Asn at CC interfaces. Although inter-side-chain hydrogen bonding states are the most abundant, Asn is not always buried or engaged in such interactions. Because interfacial Asn residues are key design features for modulating CC stability and recognition, these further insights into how they are accommodated within CC structures will aid their predictive modeling, engineering, and design.

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Year:  2017        PMID: 29166010      PMCID: PMC5916467          DOI: 10.1021/acs.biochem.7b00848

Source DB:  PubMed          Journal:  Biochemistry        ISSN: 0006-2960            Impact factor:   3.162


Coiled coils (CCs) are some of the most abundant protein folds in nature.[1] They play key roles in many biological processes, directing and stabilizing protein structures and protein–protein interactions. Over the past three decades, short CCs (20–40 amino acids long) have become favored models for studying protein folding and protein–protein interactions. As a result, CCs are one of the best understood protein-folding motifs available.[1,2] In turn, this has led to them being used widely in peptide and protein design and engineering, and for applications in materials science, biotechnology, synthetic biology, and biomedicine.[1−4] While sequence–structure relationships have been discerned, this does not mean that these are understood in physicochemical terms at the atomistic and molecular levels. In CCs, two or more α-helices combine to form bundles with a left-handed supercoil. Underlying this is a regular seven-residue or heptad-repeat sequence of hydrophobic () and polar () residues, , commonly denoted .[2,5] When configured into an α-helix, this pattern brings together the and positions. The resulting hydrophobic face drives association of multiple helices to form the bundles. These helix–helix interfaces are cemented by intimate side-chain interactions termed knobs-into-holes (KIH) packing.[6] Despite this apparent simplicity, CCs show a diversity of oligomeric states, the helices can be parallel or antiparallel, and the complexes can be homo- or heteromeric. In nature, CCs are mostly dimeric, trimeric, and tetrameric, although pentamers and higher-order oligomers are known both in nature and through design.[2,5,7] The influence of the type of the residues at the and positions on the oligomeric state has been studied systematically in the GCN4 leucine-zipper peptide (GCN4-p1).[8] In detail, isoleucine (Ile) at position and leucine (Leu) at position guide association to parallel CC dimers; having Ile at positions and results in trimers, and Leu at position and Ile at position are characteristic of tetrameric assemblies. Charged amino acids at the and positions, notably glutamic acid (Glu) and lysine (Lys), also play roles in CC structure and stability. These residues can direct CC folding, parallel or antiparallel helix orientation, and homotypic versus heterotypic assembly.[9−14] Despite the importance of patterns, polar residues occur surprisingly frequently at positions and , accounting for ≈25% of all residues in the CC+ database of CCs culled from the Protein Data Bank (PDB).[15,16] Although they are thermodynamically destabilizing, it has become evident that these residues play important roles in the specification of the CC oligomeric state and orientation.[10,13,17−21] Indeed, such residues are often highly conserved through evolution.[22] Asparagine (Asn) is among the most abundant of these polar inclusions.[23] For example, in the trimeric CC domains of the autotransporter adhesins, conserved Asn residues occur at position .[24] X-ray crystal structures of these motifs show that these side chains are often associated with sequestered halide anions in the core. More commonly, however, buried Asn residues occur at the sites of CC dimers, for example, the bZip transcription factors,[25,26] where the residues are often required for dimer specificity.[8,27,28] Indeed, Asn-at- is now almost an obligatory design feature in the specification of completely de novo-designed homo- and heterodimeric CCs, and in the construction of orthogonal CC pairs.[13,17,29−31] However, as a cautionary note and to add additional nuance to this, the Asn-at- has to be located centrally to specify oligomer state; otherwise, alternative and unintended CC assemblies can be observed.[32] These sequence–structure relationships present rules for the de novo design of CCs. On this basis, we and others have designed and characterized sets of homomeric and heteromeric coiled coils, which have been used in synthetic biology and materials design.[12,13,17,33] However, the demands on de novo CCs through these and advancing applications are growing; notably, larger sets of orthogonal heterodimers are required for more complex CC assemblies,[34,35] and structures beyond simple dimers to tetramers are being designed.[7,36] As a consequence, more sequence–structure relationships are needed, and we need to develop a deeper understanding of those that we have. An important aspect of this will be to understand the dynamics of CCs, especially of residues at the CC interfaces, and how these contribute to CC specification. Analyses of crystal structures alone will not be sufficient as these give only one or a small number of the many possible CC conformations. The controversial discussion of whether interhelical electrostatic interactions in CC dimers are stabilizing provides an example of this. While X-ray crystal structures anticipate salt-bridge formation at CC interfaces, solution-phase nuclear magnetic resonance (NMR) gives a more complex view and generally identifies fewer salt bridges than expected.[37−41] In GCN4-p1, acidic residues in these pairs make little contribution to dimer stability, but certain basic residues do contribute favorably.[42,43] Nonetheless, pH titrations removing any formal electrostatic interactions result in subtle changes in the overall CC structure and supercoil.[44] For buried Asn residues, hydrogen bonding between the amide side chains is observed in X-ray crystal structures[25] and is commonly assumed to offset the destabilization of burying these functional groups. As with salt-bridge interactions, however, these interactions are not straightforward and are more likely highly dynamic. Indeed, the aforementioned pH titration of GCN4-p1 reveals a range of Asn side-chain conformations.[44] Related to this, the native dimeric state of GCN4-p1, which has a central Asn-at-, forms trimers under certain conditions.[45] In this state, the Asn side chains point out from the hydrophobic core and water fills the space left behind. This dimer–trimer ambiguity is accentuated by mutating Asn to Gln in the GCN4 system.[28] These conformational dynamics in GCN4-p1 might be extreme, but they are not unique. NMR spectroscopy focusing on core Asn residues of a disulfide-linked Jun homodimer confirms hydrogen-bonded Asn side chains but suggests fast exchange between two different asymmetric hydrogen bonds.[46] Because of the importance of the buried Asn residues in CC assembly, recognition, and design, it is imperative to completely understand the dynamics and interactions of these inclusions. This would provide clarity about the mechanism of dimer specification by Asn in CC dimers and facilitate the manipulation of these interactions to redesign and design CC interfaces. Here we shed light on Asn inclusions through detailed analysis, experiments, and modeling of a de novo-designed parallel CC homodimer, CC-Di.[17] CC-Di has four heptads with Asn at the site of the third. This is highly specifying for dimer, as mutation to the canonical Ile gives a trimer.[17] The X-ray crystal structure of the dimer shows that the core Asn residues are dynamic with multiple Asn–Asn paired conformations present. We combine analyses of Asn residues buried in dimeric CC interfaces of the PDB and two- to four-dimensional NMR experiments to probe the dynamics of Asn–Asn interaction directly. These reveal multiple paired Asn–Asn conformations. While the major conformers are the hydrogen-bonded pairs, other states exist in which the Asn side chains point out from the hydrophobic core and do not interact with each other. Finally, we perform molecular dynamics (MD) studies to visualize a mechanism for this exchange process.

Materials and Methods

General

Fmoc-protected amino acids, DIC and HBTU, and peptide grade dimethylformamide were purchased from AGTC Bioproducts (Hessle, U.K.). H-Rink Amide-Chemmatrix resin was acquired from PCAS BioMatrix Inc. (Saint-Jean-sur-Richelieu, QC). 15N-labeled amino acids Fmoc-Asn(Trt)-OH and Fmoc-Leu-OH were obtained from Sigma-Aldrich. H-Leu-OH, which was labeled with 13C at the α-carbon, was acquired from Campro Scientific (Berlin, Germany) and subsequently Fmoc-protected following standard procedures. All other chemicals were purchased form Fisher Scientific (Loughborough, U.K.). Water was purified with a Synergy ultraviolet (UV) water purification system from Millipore. Peptide concentrations were determined by UV absorbance [λ280 (Trp) = 5690 mol–1 cm–1; λ280 (Tyr) = 1280 mol–1 cm–1] using a NanoDrop 2000 spectrophotometer from Thermo Scientific.

Peptide Synthesis

The peptide amides were synthesized on an H-Rink Amide-Chemmatrix resin on a 0.1 mmol scale on a CEM microwave-assisted synthesizer. The synthesis was conducted via a standard Fmoc protocol using a DIC/HOBt coupling reagent mixture. N-Acetylation of the peptides was performed by using acetic acid anhydride and pyridine (1:9). Acidic cleavage from the resin was achieved by a treatment of the resin with a mixture of trifluoroacetic acid (TFA), triisopropylsilane, and water (90:5:5, 3 h). The resin was extracted with additional TFA (5 mL), and the combined extracts were concentrated to a third of the initial volume under a flow of nitrogen. The crude peptide was then precipitated in cold diethyl ether (40 mL) and isolated by centrifugation and decantation of the ether. The precipitate was redissolved in 5 mL of a 1:1 mixture of acetonitrile and water and then freeze-dried to give a fine white solid.

Peptide Purification

Peptides were purified by reverse-phase high-performance liquid chromatography (HPLC) using a JASCO chromatography system and a Kromatek C18HQsil column (150 mm × 10 mm) on which a gradient of water and acetonitrile (buffer A consisted of water and 0.1% TFA, and buffer B consisted of acetonitrile and 0.1% TFA) run from 30 to 60% B over 30 min was applied.

Peptide Characterization

The peptides were characterized by mass spectrometry on a Bruker Daltonics UltrafleXtreme matrix-assisted desorption ionization time-of-flight mass spectrometer operating in positive-ion reflector mode [matrix of α-cyano-4-hydroxycinnamic acid (CHCA), external calibration]. High-resolution mass spectrometry was performed on a Waters Synapt G2-S nano-ESI-IMS-TOF mass spectrometer. Analytical HPLC measurements were performed using a JASCO chromatography system and a Phenomenex Prodigy ODS-3 column (5 μm, 4.6 mm × 100 mm). For peptide characterization, a linear gradient of water and acetonitrile (buffer A consisted of water and 0.1% TFA, and buffer B consisted of acetonitrile and 0.1% TFA) run from 20 to 80% over 20 min was used. Chromatograms were monitored at wavelengths of 220 and 280 nm.

NMR Measurements

The unlabeled and labeled CC-Di samples were made at a total peptide concentration of 2 mM in a phosphate buffer [8.2 mM sodium phosphate, 1.8 mM potassium phosphate, 68 mM sodium chloride, and 1.4 mM potassium chloride (pH adjusted to 7.0)] containing 10% D2O at 20 or 40 °C. The NMR data were acquired on Bruker Avance and Avance III spectrometers at 600 MHz (TCI Cryoprobe) and Bruker Avance III HD spectrometers at 700 MHz (QCI Cryoprobe) and 800 MHz (TCI Cryoprobe). Primary assignments and structure calculations for CC-Di were obtained from the unlabeled sample using proton two-dimensional (2D) TOCSY (60 ms mixing time), 2D NOESY (80 and 150 ms mixing times), 2D COSY, and 15N-edited SOFAST-HMQC[47] at 600 MHz. A selectively labeled [15N]Leu and Asn sample was used at 600 and 700 MHz to study the dynamic properties of CC-Di. A model-free approach was used on the data from 15N-edited T1, T2, and 15N 1NOE of the backbone residues.[48] The conformational exchange detected on the labeled Asn amide side chains was studied by 15N-edited relaxation–dispersion experiments.[49] To study the connectivity of CC-Di, an equimolar mixture of 1 mM selectively 15NNε-labeled Asn17 sample and 1 mM selectively 13Cα-labeled Leu13 sample was prepared, yielding a 0.5 mM abundance of CC-Di with one coil being 15N-labeled Asn and the other 13C-labeled Leu. The trans-coil connectivity was checked through a four-dimensional (4D) 13C-edited-HSQC-NOE-15N-edited-HMQC[50] with a 120 ms NOESY mixing time at 800 MHz. Because of the selective labeling limiting the number of peaks observed, only the proton–proton 2D plane was necessary. The same sequence was used in a one-dimensional (1D) form to record an NOE buildup to gain insight into the cross-relaxation of the labeled spins. The NOE buildup rate is proportional to cross-relaxation σ from a spin S to a spin I, following:where S is the starting magnetization of spin S. In turn, the cross-relaxation is linked to distance RIS between spins I and S:[51]where τC is the molecular correlation time in nanoseconds giving RIS in angstroms. One problem with measuring the cross-relaxation is a lack of normalization of the NMR signals. Here, we use the knowledge of the N17NH–L13CαH proton distance from the crystal structure (RN17–L13X). From eq , we obtainwhere σNH is the cross-relaxation between the N17 amide proton of one strand and the L13 α-proton of the other strand of the dimer and τC the global correlation time of the dimer. Replacing σ in eq allows us to eliminate S (representing the L13Hα starting magnetization):where dINH/dt is the NOE buildup curve of the N17 amide proton. Because the starting point of the magnetization for the NOE transfer to the side chains of N17 was also L13Hα, we can substitute S in the buildup calculations, giving us a way to evaluate the cross-relaxation and hence the distances to the side chains:where σSC is the cross-relaxation between the N17 side-chain protons of one strand and the L13 α-proton of the other strand and τC the global correlation time of the dimer. The ratio of the buildup curves can be substituted for the ratio of the slopes of the buildup curves calculated with a normalization to the NH peaks. This allows a distance to be calculated once it is placed back into eq :Equations –6 are set for a standard setup of proton–proton interaction. In our case, we know that the side chains are in exchange. However, because the exchange rate is slow to intermediate (only one peak is seen) and likely to be around 20 s–1, substantially more than the R1 values of any backbone or side-chain residues, the dependence of exchange on the measured (R1, NOE buildup) or calculated (σIS or RIS) values is averaged but also unique, and the equations given above still stand. Furthermore, because the exchange is slower than the overall molecular tumbling, the averaging is truly over ⟨r–6⟩, and not ⟨r–3⟩.[52] The distances and buildup slopes calculated from eqs –6 are listed in Table S3. The buildup curves were calculated with a linear regression model and the errors with an error propagation model using R [R Core Team (2016) R: A language and environment for statistical computing (https://www.R-project.org/)]. The NMR data were processed with either NMRPipe[53] or Bruker Tospsin and MestreNova. Structural data were analyzed with Bruker Topspin or MestreNova, and dynamic data were analyzed with RELAX NMR.[54]

Molecular Dynamics Simulations

Starting PDB structures of dimeric assemblies with Asn-at- and Asn-at- derived from PDB entry 4DZM were capped at the N-terminus with an acetyl residue and at the C-terminus with an amide residue. These were converted to GROMACS coordinate and topology files using the AMBER99sb-ildn force field and solvated in a dodecahedral box that is 1.5 nm larger than the peptide assembly in all directions with TIP3P water molecules. To simulate isotonic ion concentrations, the genion utility in GROMACS was used to add Na+ and Cl– ions to a final ionic strength of 150 mM at neutral pH with no overall charge. Structures were subjected to an initial 200-step energy minimization using the steepest descent method. Simulations were performed using periodic boundary conditions. Short-range electrostatic and van der Waals interactions were truncated at 1.4 nm; long-range electrostatics were treated with the particle-mesh Ewald method, and a long-range dispersion correction was applied. The pressure was controlled by Berendsen’s thermostat and the temperature by the V-rescale thermostat. Simulations were integrated with a leapfrog algorithm over a 2 fs time step, constraining bond vibrations with the P-LINCS method. For replica exchange, 64 replicas were created with exponentially distributed temperatures from 298 to 419 K. These were subjected to an additional 200-step energy minimization as before, followed by 200 ps of position-restrained MD in which the peptide atom coordinates were fixed. An initial 200 ps unrestrained REMD run showed average exchange rates for both simulations ranging from 0.2 to 0.3; this was judged to be sufficient for longer REMD simulation runs of 100 ns, giving a total REMD simulation time of 6.4 μs for each system. Simulations were performed using 64 nodes on the Bristol High Performance Computer BlueCrystal.[55] To test for convergence of the system, the distributions of root-mean-square (rms) distance for each structure in each replica were compared and found to be equivalent (Figure S9). Replica trajectories were concatenated such that each trajectory had a continuous temperature, and the replica with the temperature closest to that at which the NMR experiments were performed (313 K) was selected for analysis.

Results

Multiple Asparagine Conformers Occur in Coiled-Coil Interfaces

The X-ray crystal structure of the de novo-designed parallel homodimeric CC, CC-Di [PDB entry 4DZM (Table S1)], reveals a near-C2-symmetric quaternary assembly.[17] However, the crystallographic unit cell contains two peptide monomers from different assemblies, and the C2 symmetry is broken by the Asn residues at position 17, which populate three primary side-chain dihedrals (χ1). [As detailed below, the full description of the side-chain conformation requires this and the second dihedral angle (χ2), but for the immediate discussion, we need to consider only χ1 as this directs the side chain relative to the interface.] We refer to the three conformers as “inside” (χ1 ≈ −70°, “g”), “middle” (χ1 ≈ ±180°, “t”), and “out” (χ1 ≈ −120°, “t*”) (Figure A). As a result, there are nine potential paired conformations for the Asn–Asn pair. Two of these could result in hydrogen bonding between the side chains (both “inside–middle” conformations) if the second dihedral allowed; in six, the residues are too distant to form hydrogen bonds (the two “inside–out”, “middle–middle”, two “middle–out”, and “out–out” conformations), and there is one disallowed conformation (“inside–inside”) as the Asn side chains would clash in full quaternary models.
Figure 1

Conformations adopted by Asn pairs in dimeric CC interfaces of the PDB. Structures were superposed on the backbone atoms using ProFit.[57] Images were generated using PyMOL (www.pymol.org). (A) Multiple conformations of Asn residues in PDB entry 4DZM. Two of the nine potential conformations allow hydrogen bonding between the Asn residues; one would be prohibited due to steric clashes, and others would point both residues out into the solvent. (B) All Asn residues at pairs identified by CC+ using a redundancy cutoff of 70%. (C) Structures grouped according to side-chain dihedral combinations. Side-chain dihedrals χ1 and χ2 were calculated using a Python script. χ1 is the dihedral formed by atoms N, Cα, Cβ, and Cγ, and χ2 is the dihedral formed by atoms Cα, Cβ, Cγ, and Oδ1. These were classified as follows: t, χ > 120° or χ < −120°, with t* assigned a subclass of t where χ ≈ ±120°; g, χ < 0° and χ > −120°; g, χ > 0° and χ < 120°. ‘0’ indicates a dihedral angle with a mean of around 0°, which is classified as neither g– nor g: (i) 47 examples, (ii) 4 examples, (iii) 7 examples, (iv) 7 examples, (v) 2 examples, and (vi) 2 examples. Three additional combinations of side-chain dihedral angles had one example each and are not depicted: gg/g–g, gg/tg, and gg/gg.

Conformations adopted by Asn pairs in dimeric CC interfaces of the PDB. Structures were superposed on the backbone atoms using ProFit.[57] Images were generated using PyMOL (www.pymol.org). (A) Multiple conformations of Asn residues in PDB entry 4DZM. Two of the nine potential conformations allow hydrogen bonding between the Asn residues; one would be prohibited due to steric clashes, and others would point both residues out into the solvent. (B) All Asn residues at pairs identified by CC+ using a redundancy cutoff of 70%. (C) Structures grouped according to side-chain dihedral combinations. Side-chain dihedrals χ1 and χ2 were calculated using a Python script. χ1 is the dihedral formed by atoms N, Cα, Cβ, and Cγ, and χ2 is the dihedral formed by atoms Cα, Cβ, Cγ, and Oδ1. These were classified as follows: t, χ > 120° or χ < −120°, with t* assigned a subclass of t where χ ≈ ±120°; g, χ < 0° and χ > −120°; g, χ > 0° and χ < 120°. ‘0’ indicates a dihedral angle with a mean of around 0°, which is classified as neither g– nor g: (i) 47 examples, (ii) 4 examples, (iii) 7 examples, (iv) 7 examples, (v) 2 examples, and (vi) 2 examples. Three additional combinations of side-chain dihedral angles had one example each and are not depicted: gg/g–g, gg/tg, and gg/gg. To test if this heterogeneity of Asn–Asn interactions was representative of Asn-containing CC dimers more generally, we inspected such structures in the RCSB PDB.[15] We used CC+[16] to mine the PDB for parallel CC dimers containing pairs of Asn residues at positions. The conformations of the Asn side chains varied (Figure B). However, clustering the structures according to both side-chain dihedral angles, χ1 and χ2 (mentioned above), revealed a number of specific conformations (Figure C). The most populated conformer was the “inside–middle” arrangement, more formally g0/tg,[56] with approximately two-thirds of structures accounting for this state [Figure C(i)]. This promotes a buried hydrogen bond between the two Asn side chains. Of the other, less populated conformations, only one allows a hydrogen bond [Figure C(ii), tg/gt], which is an alternative configuration within the “inside–middle” group, equivalent to g0/tg but with the amide atoms swapped. The rest either preclude a hydrogen bond altogether [Figure C(v) and Figure C(vi)] or allow a hydrogen bond only if the side chain of one Asn residue were to flip at the Cγ position [Figure C(iii) and Figure C(iv)]. This analysis assumes that the atoms have been built into these structures correctly, and given the nature of the Asn side chain, there could be some ambiguity in the placement of atoms. As with CC-Di, we found several of the structures in the broader PDB with Asn in multiple conformations. One was in a CC from Mycobacterium tuberculosis in which three conformers of the Asn are seen on each strand (PDB entry 3m91(58)). This structure is complicated further by two flanking helices that provide additional Asn residues that compete for hydrogen bonding with the central Asn side chains (Figure S1). Interestingly and more generally, such potential interactions between Asn residues often became apparent only when symmetry mates were generated, and not all the combinations of conformations listed in the PDB file would be allowed due to steric clashing (Figure A). It is clear from this analysis that there are multiple possible individual and paired conformations for buried Asn residues at dimeric CC interfaces, which opens possibilities for dynamics between these.

The Interfacial Asparagine of CC-Di Is Dynamic but Forms Hydrogen Bonds

We turned to NMR spectroscopy of CC-Di in solution to probe side-chain dynamics experimentally (Table S1 and Figure S2). 1H chemical shifts for CC-Di were assigned using 2D 1H–1H correlation spectra [TOCSY and NOESY (Table S2)]. This gave a single set of resonances consistent with the largely C2-symmetric X-ray structure. We extracted structural information for CC-Di from the intramolecular connectivities observed in the 2D NOESY spectrum (Figure A). dN,N(i, i + 1), dα,N(i, i + 3), and dα,N(i, i + 4) NOEs were found along the whole peptide sequence, indicative of a fully α-helical structure. This was corroborated by negative differences in chemical shifts (Δδ values) of the αH protons from those expected for the fully unfolded peptide (Figure B).
Figure 2

Structural elucidation of CC-Di in solution by NMR spectroscopy. (A) NOE connectivity table based on TOCSY and NOESY experiments for CC-Di measured at 20 °C. (B) Δδ values of the Hα proton chemical shifts. Δδ values were calculated as the difference in the observed chemical shifts and the sequence-corrected random-coil chemical shifts.[59] (C) TOCSY (i), 15N-edited SOFAST-HMQC (ii), and NOESY (iii) spectra showing signal broadening of the N17 amide backbone resonances (i and ii) and the amide side-chain resonances (iii). Conditions: 2 mM total peptide, 10 mM phosphate buffer [68 mM sodium chloride and 1.4 mM potassium chloride (pH adjusted to 7.0)], 10% D2O, using a cryoprobe-equipped Bruker 600 MHz spectrometer.

Structural elucidation of CC-Di in solution by NMR spectroscopy. (A) NOE connectivity table based on TOCSY and NOESY experiments for CC-Di measured at 20 °C. (B) Δδ values of the Hα proton chemical shifts. Δδ values were calculated as the difference in the observed chemical shifts and the sequence-corrected random-coil chemical shifts.[59] (C) TOCSY (i), 15N-edited SOFAST-HMQC (ii), and NOESY (iii) spectra showing signal broadening of the N17 amide backbone resonances (i and ii) and the amide side-chain resonances (iii). Conditions: 2 mM total peptide, 10 mM phosphate buffer [68 mM sodium chloride and 1.4 mM potassium chloride (pH adjusted to 7.0)], 10% D2O, using a cryoprobe-equipped Bruker 600 MHz spectrometer. More specifically, we found that the Asn resonances were broadened in all NMR spectra [Figure C(i–iii)] and that this was most apparent for the side-chain resonances [Figure C(iii)]. This could be due in part to hydrogen bonding or even exchange with solvent. However, the cross-peak between the side-chain amide protons [Asn17(HD21–HD22)] was broad and asymmetric, indicative of multiple resonances and an ensemble of conformers [Figure C(iii)]. Consequently, the resulting weaker signal meant that Asn side-chain resonances were not detected in 2D 1H–15N correlation spectra [15N-edited SOFAST-HMQC and 1H–15N HSQC (Figure S6B)]. To resolve these issues, we introduced site-specific isotopic labeling. First, CC-Di was made with Asn17 15N-labeled [CC-DiN(Asn) (Table S1 and Figure S3)]. This gave visible Asn17(HD) resonances in the 2D 1H–15N correlation spectrum at 20 °C. Peak broadening was observed for both resonances, but to different extents (Figure S6C): the intensity of the 17Asn(HD22) resonance was significantly decreased compared with that of 17Asn(HD21). On this basis, we posit that HD22 is likely involved in hydrogen bonding and, on the basis of our analysis of the PDB, that this hydrogen bond is formed between the Asn residues of partnering CC strands.

Non-Hydrogen-Bonding Conformations Are Also Populated

At micromolar concentrations, CC-Di has a midpoint melting temperature of 78 °C and its thermal unfolding transition starts above 40 °C.[17] This stability allowed us to investigate the temperature dependence of signal broadening and thereby to probe side-chain dynamics further, through three-dimensional (3D) 15N-edited NOESY at 10, 20, and 40 °C for CC-DiN(Asn). In the 1H–1H planes of these spectra (Figure A), peaks became sharper and more resonances appeared for Asn17 as the temperature was increased. By 40 °C, all peaks were sharpened and the HD22 resonances were visible. We used this 40 °C spectrum to assign NOE contacts to the Asn side-chain amide protons. The most intensive NOEs were to leucine (Leu) side chains, Leu13 or Leu20, which flank Asn17 in the hydrophobic core. This indicates strongly that the Asn side chains are buried in the hydrophobic core as expected. However, this experiment has a caveat: it does not distinguish intra- and interstrand NOEs.
Figure 3

Multidimensional NOE experiments to estimate interchain side-chain contacts. (A) 15N-edited NOESY at 10, 20, and 40 °C. Assignments: 1, HD1 Leu13/Leu20; 2, HD2 Leu13/Leu20; 3, βH Leu13/Leu20; 4/5, βH Asn17; 6, αH Leu13; 7, αH Asn17/Leu20. (B) 2D plane of the 13C-HSQC-NOESY-15N-HMQC showing cross-peaks between Asn17 and Leu13 of the partnering peptides. (C) Relative intensity plot of Asn17(HN) (◆, dashed line), HD21 (■, dashed–dotted line), and HD22 (▲, solid line) as a function of mixing time in 13C-HSQC-NOESY-15N-HMQC 1D spectra. Intensities were normalized to Asn17(HN). Conditions: 2 mM total peptide, 10 mM phosphate buffer [68 mM sodium chloride and 1.4 mM potassium chloride (pH adjusted to 7.0)], 10% D2O, using a cryoprobe-equipped Bruker 600 MHz spectrometer (A and C) or an 800 MHz spectrometer (B).

Multidimensional NOE experiments to estimate interchain side-chain contacts. (A) 15N-edited NOESY at 10, 20, and 40 °C. Assignments: 1, HD1 Leu13/Leu20; 2, HD2 Leu13/Leu20; 3, βH Leu13/Leu20; 4/5, βH Asn17; 6, αH Leu13; 7, αH Asn17/Leu20. (B) 2D plane of the 13C-HSQC-NOESY-15N-HMQC showing cross-peaks between Asn17 and Leu13 of the partnering peptides. (C) Relative intensity plot of Asn17(HN) (◆, dashed line), HD21 (■, dashed–dotted line), and HD22 (▲, solid line) as a function of mixing time in 13C-HSQC-NOESY-15N-HMQC 1D spectra. Intensities were normalized to Asn17(HN). Conditions: 2 mM total peptide, 10 mM phosphate buffer [68 mM sodium chloride and 1.4 mM potassium chloride (pH adjusted to 7.0)], 10% D2O, using a cryoprobe-equipped Bruker 600 MHz spectrometer (A and C) or an 800 MHz spectrometer (B). To address this, we made a third CC-Di peptide variant, CC-DiC(Leu13), with Leu13 labeled with 13C at the Cα position (Table S1 and Figure S4), and mixed this with CC-DiN(Asn) for 4D NOE experiments (13C-HSQC-NOESY-15N-HMQC).[60] The peptides were mixed in a 1:1 ratio, which, all other things being equal, should have given 50% heterolabeled dimers. Consistent with this, the (1H, 1H) plane from the 4D experiment revealed NOEs between all three nitrogen-bound protons of Asn17 and the Cα proton of Leu13 (Figure B). This is possible only if the two labeled peptides are complexed and the Asn side chains spend at least some time buried in the interface. Moreover, the NOEs from Leu13 had different intensities: the weakest was to the backbone NH of Asn17, that for the HD22 proton was also weak but slightly more intensive, and the strongest was for HD21. This suggests decreasing contact distances between these pairs of protons, again consistent with at least partial burial of the Asn side chains. We estimated the Leu13–Asn17(HD21/HD22) interproton distances relative to the Leu13–Asn17(HN) distance through an interpeptide NOE buildup experiment with mixing times of 40–120 ms (Figure C). This gave cross-relaxation rate constants for HN, HD21, and HD22. From the X-ray crystal structure of CC-Di, the Leu13(CαH)–Asn17(NH) distance is 7.5 Å (Figure S7). As molecular dynamics simulations (vide infra) suggested that the backbone structure of the dimer is relatively rigid, we used this as a reference to estimate the other distances from Leu13(CαH) to Asn17(HD21/HD22) (Materials and Methods and Table S3). In this way, we measured the Leu13(CαH)–Asn17(HD21) and −Asn17(HD22) distances both as ≈7 Å, which we recognize are averages over the experimental time. From the X-ray crystal structure and MD simulations of CC-Di, with both Asn side chains buried (i.e., “inside” or “middle” conformations), these distances are expected to be 3.3–6.3 Å (Figure S7A–D) and if they adopt “out” conformations 6.5–7.6 Å (Figure S7E). The fact that the experimentally determined distances are toward the higher ends of these ranges indicates strongly that the non-hydrogen-bonding “out” conformations do exist in solution in a significant population, together with “inside” and “middle” conformations. However, because many conformations are potentially present, each with different distances resulting in different NOE enhancements, it is not possible to infer their relative populations.

Asparagine Conformers Exchange on the Millisecond Time Scale

To probe the dynamics of Asn17 in the dimer, we performed two relaxation NMR experiments with a peptide, CC-DiN(Leu,Asn), in which the four Leu residues at positions and Asn17 were fully labeled with 15N (Table S1 and Figure S5). First, model-free analyses were performed for backbone amide protons. These probe fast motions on the picosecond to nanosecond time scale. This is done by transforming observable relaxation parameters, T1, T2, and heteronuclear NOEs (Table S4), into interpretable parameters: the squared generalized order parameter (S2) and the effective correlation time (τe),[48] which indicate the amplitude and the time scale of local motions, respectively. We employed the method of d’Auvergne and Gooley, which refines the model-free coefficients using an independent tumbling time (τm) for each residue and a selection of diffusion models to compute S2 and τe (RELAX).[54] The S2 values for all of the backbone amide protons were closely similar at ≈0.8 (Figure A and Table S5). This revealed that the majority of the backbone structure of the peptide was almost evenly rigid. However, notably, the S2 value for Asn17 was the largest among those of five labeled residues, indicating that the motion of the Asn17–NH bond was the most restricted. Also, its τe was the largest, by a factor of 2 compared with those of the neighboring leucines. These experiments and analyses illustrate that Asn17 has unique internal motions compared to the more rigidly held leucines in the dimer interface.
Figure 4

Dynamics in CC-Di investigated by NMR experiments. (A) S2 and (B) τe values obtained from model-free analyses for backbone amide protons of Leu6, Leu13, Asn17, Leu20, and Leu27. An S2 of 1.0 indicates the greatest restriction of bond-vector motion. (C) Relaxation–dispersion curves for Asn17(HD21) at 600 MHz (black) and 700 MHz (gray). The plots were obtained from a series of CPMG sequence experiments with varying refocusing frequencies [RF (CPMG)]. The intensity of the data at each of the refocusing frequencies was converted into an R2 value and the resulting curve fitted to the Bloch–McConnell equations to extract the exchange rate (Rex).[55] The line is the fit of the selected model: “CR72 Full” slow exchange giving an Rex of 20 ± 4 s–1. Conditions: 1 mM total peptide, 10 mM phosphate buffer [68 mM sodium chloride and 1.4 mM potassium chloride (pH adjusted to 7.0)], 50% D2O, using a cryoprobe-equipped Bruker 600 and 700 MHz spectrometer with 2H decoupling.

Dynamics in CC-Di investigated by NMR experiments. (A) S2 and (B) τe values obtained from model-free analyses for backbone amide protons of Leu6, Leu13, Asn17, Leu20, and Leu27. An S2 of 1.0 indicates the greatest restriction of bond-vector motion. (C) Relaxation–dispersion curves for Asn17(HD21) at 600 MHz (black) and 700 MHz (gray). The plots were obtained from a series of CPMG sequence experiments with varying refocusing frequencies [RF (CPMG)]. The intensity of the data at each of the refocusing frequencies was converted into an R2 value and the resulting curve fitted to the Bloch–McConnell equations to extract the exchange rate (Rex).[55] The line is the fit of the selected model: “CR72 Full” slow exchange giving an Rex of 20 ± 4 s–1. Conditions: 1 mM total peptide, 10 mM phosphate buffer [68 mM sodium chloride and 1.4 mM potassium chloride (pH adjusted to 7.0)], 50% D2O, using a cryoprobe-equipped Bruker 600 and 700 MHz spectrometer with 2H decoupling. Second, to investigate conformational exchange of the Asn17 side chain, we performed relaxation–dispersion experiments.[61,62] These detect slow chemical exchange in the microsecond to millisecond regime via a series of Carr–Purcell–Meiboom–Gill (CPMG) sequence experiments with varying refocusing pulse delays (Figure C). The data indicated that the Asn17 side-chain conformers exchange in the 10–100 ms regime, while none of backbone amide protons exhibits any comparable exchange (Figure S8). The exchange rate for HD21 was calculated more precisely at 20 ± 4 s–1. However, because of the broader line shape of HD22, no exchange model could be reasonably fitted. This calculated value likely combines exchanges among several conformers at several exchange times and motion on a shorter time scale. Nonetheless, considering that the results of the NOE experiments indicated that the main Asn17 side-chain conformers were with an “out” conformation, it is likely that these will experience an exchange regime in the range of 10–100 ms.

Asparagines at Form Hydrogen Bonds That Exchange on the Picosecond to Nanosecond Time Frame

To explore Asn conformations within CC interfaces and to examine how these might influence oligomeric-state selection, we performed replica exchange molecular dynamics (REMD) simulations.[62] Starting structures were generated from the X-ray crystal structure of CC-Di.[17] From possible starting conformations for the Asn17 pair (Figure A), we selected that with both Asn side-chain amide groups pointing “out” toward solvent. We chose this to test if a hydrogen bond would form between the Asn side chains during the simulation, rather than starting with a lower-energy hydrogen-bonded state and attempting to see bond rupture. Indeed, we found that hydrogen bonding between the Asn side chains appeared ≈200 ps into the simulation. This became the default state around 5 ns, and the structure remained stable from that point on (Figure A). Nonetheless, the hydrogen bond was very dynamic. The Asn residues switched frequently between two forms of one conformation, with concomitant breaking and re-forming of the hydrogen bonds (Figure S9C). The observed conformation matched the most popular hydrogen-bonded conformation from the PDB analysis [Figure C(i)], i.e., g0/tg or “inside–middle”. What was not obvious from the latter static structures, but became apparent in the REMD, was that the Asn residues interconvert between the two equivalent conformations, g0/tg and tg/g0. Effectively, the side chains of the two peptides switch conformations and, therefore, exchange between being a hydrogen-bond acceptor and a donor (Figure C). This interconversion occurred ∼2800 times in ∼7800 consecutive snapshots of the simulation that had exactly one hydrogen bond between the two residues; i.e., the hydrogen bond was retained between steps, but the conformation of the asparagine pair switched.
Figure 5

Dynamic equilibria of the Asn side-chain conformations. (A and B) The last 8000 ps of the molecular dynamics trajectories at 313 K for the (A) Asn-at- and (B) Asn-at- systems described in the text. Full details of the REMD protocol can be found in the Supporting Information. The number of hydrogen bonds made between the two Asn residues in the core is colored blue, and the backbone RMSD is colored red. The Asn-at- simulation showed continual interchange between side-chain conformations. By contrast, there were very few hydrogen bonds made between Asn-at-, and where they did occur, they were short-lived. (C) Proposed model of the dynamic processes of the Asn pair in CC-Di.

Dynamic equilibria of the Asn side-chain conformations. (A and B) The last 8000 ps of the molecular dynamics trajectories at 313 K for the (A) Asn-at- and (B) Asn-at- systems described in the text. Full details of the REMD protocol can be found in the Supporting Information. The number of hydrogen bonds made between the two Asn residues in the core is colored blue, and the backbone RMSD is colored red. The Asn-at- simulation showed continual interchange between side-chain conformations. By contrast, there were very few hydrogen bonds made between Asn-at-, and where they did occur, they were short-lived. (C) Proposed model of the dynamic processes of the Asn pair in CC-Di. Thus, pairs of Asn residues at position are accommodated in the otherwise hydrophobic interfaces of parallel CC dimers, and some of the loss of solvation energy is compensated by the formation of interhelix side-chain interactions. However, these hydrogen bonds are not static but extremely dynamic, with different rotamers of the Asn being explored to effect exchange between outward- and inward-facing amide groups, with only the latter leading to hydrogen bonding. For comparison, a second REMD simulation was performed with Asn residues at a position of CC-Di. For this, a starting structure was constructed from 4DZM in which position 17 was mutated to Ile, to match the other positions in the structure, and position 13 was mutated to Asn. Asn rotamers were chosen on the basis of the small number of CC dimers found in CC+ with Asn at position .[16] In contrast to the Asn-at- simulation, the second calculation revealed that Asn residues paired at positions rarely form a hydrogen bond (Figure B). Moreover, on the odd occasion that a hydrogen bond was made, it was at the expense of the overall structure, a kink formed in the helix near the Asn position (Figure S9D); this destabilizes the core, and the helical structure unfolds C-terminal to the Asn residues. Consistent with this, we found that Asn occurs only rarely at positions in dimeric CC structures: there were 19 examples in CC+ at 50% redundancy, compared with 128 examples of Asn at sites.[17] Interestingly, the majority of the former also have an Asn at position , which may help accommodate an Asn at position by specifying the dimer state. These findings are consistent with recently described experimental systems that show that Asn at position destabilizes dimers more than Asn at position , and that Asn at position is better accommodated in parallel trimeric CCs.[17,24,32]

Discussion

The coiled-coil (CC) motif is one of the most widely used peptide building blocks in synthetic biology and biomaterials.[2,3] Such work relies on having sequence–structure relationships to guide and deliver peptide designs de novo. Ideally, these relationships should be understood at the physicochemical level. For CCs, such rules do exist, but the underlying mechanisms of action are not understood for all of these. Here we focus on examining in detail one such rule of thumb, namely, that asparagine (Asn) residues placed at the sites of the heptad sequences repeats of CCs, , direct the formation of parallel dimeric CCs. These positions are traditionally considered as being buried within the otherwise hydrophobic CC interface, and as such, they are usually paired with another Asn residue in the partnering strand of the CC. It is assumed in the literature that specificity for parallel, in-register dimers is conferred by the abilities of these Asn pairs to form inter-side-chain hydrogen bonds. Our study combines bioinformatics analysis of known X-ray crystal structures of dimeric CCs to explore the static conformations accessible to these buried Asn residues and NMR experiments and MD simulations to probe the dynamic states accessible to these pairings. The CC crystal structures show different conformations for Asn where the side chain points “inside”, toward the “middle”, and “outside” of the CC interface. Only certain combinations have the potential to make side-chain hydrogen bonds, however, namely, “inside–middle”. Although other paired conformers have been observed, this is by far the dominant one. 2D NMR experiments of a designed CC dimer with an Asn-at- (CC-Di) confirm a fully α-helical structure but, importantly, reveal significant broadening of both the Asn backbone and side-chain resonances indicative of chemical exchange. Intra- and interstrand NOE contacts with the Asn residues are obtained from 3D and 4D NMR experiments with 15N-labeled peptides. These confirm contacts to neighboring leucine residues of the hydrophobic core but show reduced-intensity cross-peaks indicating that the Asn side chains are not exclusively inside the core. Moreover, many of the possible combinations of “inside”, “middle”, and “out” conformations appear to be populated in an ensemble of local structures. These dynamics are probed further with model-free analysis and relaxation–dispersion experiments. The former confirm that the backbone structure of CC-Di is evenly rigid, but with unique internal motions for Asn17, and the latter reveal millisecond chemical exchange of its side-chain amide protons. Together, these data strongly suggest that the Asn17 side chain is in conformational exchange on a 10–100 ms time scale. MD studies of CC-Di, initiated with a non-hydrogen-bonded “inside–inside” pair conformation, confirm the formation of the “inside–middle” hydrogen bond, and that this is a highly dynamic state switching between two analogous side-chain dihedral conformations. By contrast, MD simulations of a CC-Di variant with Asn-at- show that the side chains are unable to form hydrogen-bonded pairs in a parallel CC dimer. This is in accord with the relatively few examples of CCs with Asn-at-,[16,63−65] and with a recent experimental study in which the Leu13 → Asn mutation of CC-Di eliminates dimer specificity.[32] This underlines the importance and worth of Asn-at- as a protein design rule. Taking all of these results into account, we propose the following model (Figure C). Asn residues at the positions of parallel coiled-coil dimers increase the dimer specificity because the formation of a hydrogen bond between side-chain amide groups is generally enabled. However, the Asn pair can adopt several conformations in a dynamic equilibrium. The most preferred conformations are the two “inside–middle” pairs, g0/tg and tg/g0. These both lead to the formation of hydrogen bonds between the Asn side chains, and there is fast exchange between the two conformations. This constant bond breaking and making occasionally results in a switch from an “inside–middle” conformation to “out” conformations, most likely driven by the hydrophilicity of the Asn residue. Subsequent hydrogen-bond formation is potentially slowed because the “out” conformations can be stabilized by contacts with polar groups and water. This chemical exchange in the millisecond regime is likely to be responsible for signal broadening of the asparagine resonances in the NMR experiments. Our model has features in common with that from a foregoing study of NMR studies of the Jun leucine zipper, which is another CC dimer.[46] However, we have been able to address details and specifics of the mechanism to an unprecedented level by identifying the different conformational states that are possible through analyses of many X-ray crystal structures; quantifying the time scales of the dynamics and exchange processes with multidimensional NMR experiments; validating a sequential mechanism for these processes using MD simulations; and comparing data for how different Asn inclusions specify dimer or do not. This presents a holistic view of the roles of buried Asn residues in promoting and maintaining CC-dimer states. A recent NMR study by Kaplan et al.[44] further highlights the significance of the dynamics of side chains on CC structure. As the pH is decreased from near neutral to acidic in the GCN4-p1 system, interchain salt bridges are lost and the titratable (glutamate and lysine) side chains involved become more dynamic. As a consequence, and although helicity and CC interactions are maintained, the whole structure relaxes, with the helices moving slightly farther apart and the supercoil unwinding slightly. While these and other studies illustrate that dynamics in CC systems have not been entirely overlooked, it is true to say that much of knowledge of these relationships comes from examining static structures and experiments that assume near-static structures. Our study adds to this move toward a holistic view of these assemblies that considers dynamics, as well. We have focused on buried Asn residues in CC dimers and found that these are far more dynamic than previously thought with the inclusion of different Asn conformations in the hydrogen-bonded state, and even that the Asn side chains temporarily shift outside of the hydrophobic core. The latter observation has not been described in any foregoing reports. This helps to explain why the incorporation of polar residues is actually destabilizing, because a favorable contribution from buried polar residues to stability is possible only if the unfavorable energy of dehydration is completely compensated by hydrogen bonding within the folded state.[66−70] Understanding these effects should help in the design of alternative specification motifs for distinguishing between CC states. Indeed, this has been attempted to some extent, though without considerations of structural dynamics, using urea and guanidinium recognition motifs.[71−73] Generally, incorporating dynamical aspects of CC structure, assembly, and specificity will improve our ability to model, engineer, and design these important protein–protein recognition motifs.
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1.  The contribution of buried polar groups to the conformational stability of the GCN4 coiled coil.

Authors:  H Zhu; S A Celinski; J M Scholtz; J C Hu
Journal:  J Mol Biol       Date:  2000-07-28       Impact factor: 5.469

2.  Importance of potential interhelical salt-bridges involving interior residues for coiled-coil stability and quaternary structure.

Authors:  Diana L McClain; Daniel G Gurnon; Martha G Oakley
Journal:  J Mol Biol       Date:  2002-11-22       Impact factor: 5.469

3.  Electrostatic interactions in leucine zippers: thermodynamic analysis of the contributions of Glu and His residues and the effect of mutating salt bridges.

Authors:  Daniel N Marti; Hans Rudolf Bosshard
Journal:  J Mol Biol       Date:  2003-07-11       Impact factor: 5.469

Review 4.  De novo designed peptides for biological applications.

Authors:  Aimee L Boyle; Derek N Woolfson
Journal:  Chem Soc Rev       Date:  2011-03-04       Impact factor: 54.564

Review 5.  Coiled Coils - A Model System for the 21st Century.

Authors:  Andrei N Lupas; Jens Bassler
Journal:  Trends Biochem Sci       Date:  2016-11-21       Impact factor: 13.807

6.  A set of de novo designed parallel heterodimeric coiled coils with quantified dissociation constants in the micromolar to sub-nanomolar regime.

Authors:  Franziska Thomas; Aimee L Boyle; Antony J Burton; Derek N Woolfson
Journal:  J Am Chem Soc       Date:  2013-03-19       Impact factor: 15.419

7.  A switch between two-, three-, and four-stranded coiled coils in GCN4 leucine zipper mutants.

Authors:  P B Harbury; T Zhang; P S Kim; T Alber
Journal:  Science       Date:  1993-11-26       Impact factor: 47.728

8.  Buried polar residues and structural specificity in the GCN4 leucine zipper.

Authors:  L Gonzalez; D N Woolfson; T Alber
Journal:  Nat Struct Biol       Date:  1996-12

9.  Thermodynamic consequences of burial of polar and non-polar amino acid residues in the protein interior.

Authors:  Vakhtang V Loladze; Dmitri N Ermolenko; George I Makhatadze
Journal:  J Mol Biol       Date:  2002-07-05       Impact factor: 5.469

10.  Heterotrimeric coiled coils with core residue urea side chains.

Authors:  Maria L Diss; Alan J Kennan
Journal:  J Org Chem       Date:  2008-12-19       Impact factor: 4.354

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Review 1.  Protein Design: From the Aspect of Water Solubility and Stability.

Authors:  Rui Qing; Shilei Hao; Eva Smorodina; David Jin; Arthur Zalevsky; Shuguang Zhang
Journal:  Chem Rev       Date:  2022-08-03       Impact factor: 72.087

2.  Kinetic studies on strand displacement in de novo designed parallel heterodimeric coiled coils.

Authors:  Mike C Groth; W Mathis Rink; Nils F Meyer; Franziska Thomas
Journal:  Chem Sci       Date:  2018-04-17       Impact factor: 9.825

3.  The FapF Amyloid Secretion Transporter Possesses an Atypical Asymmetric Coiled Coil.

Authors:  Sarah L Rouse; Fisentzos Stylianou; H Y Grace Wu; Jamie-Lee Berry; Lee Sewell; R Marc L Morgan; Andrea C Sauerwein; Steve Matthews
Journal:  J Mol Biol       Date:  2018-06-08       Impact factor: 5.469

4.  Codon Pairs are Phylogenetically Conserved: A comprehensive analysis of codon pairing conservation across the Tree of Life.

Authors:  Justin B Miller; Lauren M McKinnon; Michael F Whiting; John S K Kauwe; Perry G Ridge
Journal:  PLoS One       Date:  2020-05-13       Impact factor: 3.240

5.  Coiled-coil heterodimers with increased stability for cellular regulation and sensing SARS-CoV-2 spike protein-mediated cell fusion.

Authors:  Tjaša Plaper; Jana Aupič; Petra Dekleva; Fabio Lapenta; Mateja Manček Keber; Roman Jerala; Mojca Benčina
Journal:  Sci Rep       Date:  2021-04-28       Impact factor: 4.379

6.  Functional and evolutionary analysis of the Arabidopsis 4R-MYB protein SNAPc4 as part of the SNAP complex.

Authors:  Katharina Thiedig; Bernd Weisshaar; Ralf Stracke
Journal:  Plant Physiol       Date:  2021-04-02       Impact factor: 8.340

7.  Asparagine and Glutamine Side-Chains and Ladders in HET-s(218-289) Amyloid Fibrils Studied by Fast Magic-Angle Spinning NMR.

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