1
|
Guo W, Makarov AA, Buevich AV, Jiang Y. Strategy for improving circular dichroism spectra deconvolution accuracy for macrocyclic peptides in drug discovery. J Pharm Biomed Anal 2025; 252:116476. [PMID: 39298840 DOI: 10.1016/j.jpba.2024.116476] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2024] [Revised: 09/04/2024] [Accepted: 09/15/2024] [Indexed: 09/22/2024]
Abstract
Peptide therapeutics have emerged as an appealing modality in the pharmaceutical industry. Understanding peptide conformation in solution remains one of the most critical areas for peptide drug development. Circular dichroism (CD) spectroscopy is a useful technique to study the secondary structure of proteins and peptides, but the current approaches are limited to protein-focused models to predict high-order structures of peptides, and the models were built based on X-ray crystallography instead of solution-based technique, as a result, such models may have poor predictions for peptides. In this study, we present a novel CD deconvolution model to determine peptide conformation in solution. To quantitatively obtain secondary structure information using CD, a calibration model is needed beforehand to establish the relationship between each secondary structure feature and the corresponding CD response. A reference set containing the majority of cyclic peptides with known structures from solution-state NMR spectroscopy was used to build the calibration model for CD deconvolution. Improved prediction accuracy on the secondary structure determination for cyclic peptides was achieved by this model compared to the commercial standard model using commercially available platforms. This new CD deconvolution method is crucial for peptide conformational analysis in solution, and has the potential to greatly accelerate peptide drug candidate optimization in the pharmaceutical drug discovery field.
Collapse
Affiliation(s)
- Wen Guo
- Analytical Research & Development, Merck & Co., Inc., Boston, MA 02115, USA
| | - Alexey A Makarov
- Analytical Research & Development, Merck & Co., Inc., Boston, MA 02115, USA.
| | - Alexei V Buevich
- Analytical Research & Development, Merck & Co., Inc., Rahway, NJ 07065, USA
| | - Yuan Jiang
- Analytical Research & Development, Merck & Co., Inc., Boston, MA 02115, USA.
| |
Collapse
|
2
|
Erckes V, Steuer C. A story of peptides, lipophilicity and chromatography - back and forth in time. RSC Med Chem 2022; 13:676-687. [PMID: 35800203 PMCID: PMC9215158 DOI: 10.1039/d2md00027j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Accepted: 03/18/2022] [Indexed: 11/25/2022] Open
Abstract
Peptides, as part of the beyond the rule of 5 (bRo5) chemical space, represent a unique class of pharmaceutical compounds. Because of their exceptional position in the chemical space between traditional small molecules (molecular weight (MW) < 500 Da) and large therapeutic proteins (MW > 5000 Da), peptides became promising candidates for targeting challenging binding sites, including even targets traditionally considered as undruggable - e.g. intracellular protein-protein interactions. However, basic knowledge about physicochemical properties that are important for a drug to be membrane permeable is missing but would enhance the drug discovery process of bRo5 molecules. Consequently, there is a demand for quick and simple lipophilicity determination methods for peptides. In comparison to the traditional lipophilicity determination methods via shake flask and in silico prediction, chromatography-based methods could have multiple benefits such as the requirement of low analyte amount, insensitivity to impurities and high throughput. Herein we elucidate the role of peptide lipophilicity and different lipophilicity values. Further, we summarize peptide analysis via common chromatographic techniques, in specific reversed phase liquid chromatography, hydrophilic interaction liquid chromatography and supercritical fluid chromatography and their role in drug discovery and development process.
Collapse
Affiliation(s)
- Vanessa Erckes
- Pharmaceutical Analytics, Institute of Pharmaceutical Sciences, Federal Institute of Technology Zurich 8093 Zurich Switzerland
| | - Christian Steuer
- Pharmaceutical Analytics, Institute of Pharmaceutical Sciences, Federal Institute of Technology Zurich 8093 Zurich Switzerland
| |
Collapse
|
3
|
Töpfer K, Upadhyay M, Meuwly M. Quantitative molecular simulations. Phys Chem Chem Phys 2022; 24:12767-12786. [PMID: 35593769 PMCID: PMC9158373 DOI: 10.1039/d2cp01211a] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 04/30/2022] [Indexed: 11/21/2022]
Abstract
All-atom simulations can provide molecular-level insights into the dynamics of gas-phase, condensed-phase and surface processes. One important requirement is a sufficiently realistic and detailed description of the underlying intermolecular interactions. The present perspective provides an overview of the present status of quantitative atomistic simulations from colleagues' and our own efforts for gas- and solution-phase processes and for the dynamics on surfaces. Particular attention is paid to direct comparison with experiment. An outlook discusses present challenges and future extensions to bring such dynamics simulations even closer to reality.
Collapse
Affiliation(s)
- Kai Töpfer
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, CH-4056 Basel, Switzerland.
| | - Meenu Upadhyay
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, CH-4056 Basel, Switzerland.
| | - Markus Meuwly
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, CH-4056 Basel, Switzerland.
| |
Collapse
|
4
|
Meuwly M. Atomistic Simulations for Reactions and Vibrational Spectroscopy in the Era of Machine Learning─ Quo Vadis?. J Phys Chem B 2022; 126:2155-2167. [PMID: 35286087 DOI: 10.1021/acs.jpcb.2c00212] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Atomistic simulations using accurate energy functions can provide molecular-level insight into functional motions of molecules in the gas and in the condensed phase. This Perspective delineates the present status of the field from the efforts of others and some of our own work and discusses open questions and future prospects. The combination of physics-based long-range representations using multipolar charge distributions and kernel representations for the bonded interactions is shown to provide realistic models for the exploration of the infrared spectroscopy of molecules in solution. For reactions, empirical models connecting dedicated energy functions for the reactant and product states allow statistically meaningful sampling of conformational space whereas machine-learned energy functions are superior in accuracy. The future combination of physics-based models with machine-learning techniques and integration into all-purpose molecular simulation software provides a unique opportunity to bring such dynamics simulations closer to reality.
Collapse
Affiliation(s)
- Markus Meuwly
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, 4056 Basel, Switzerland
| |
Collapse
|
5
|
Mondal P, Cazade PA, Das AK, Bereau T, Meuwly M. Multipolar Force Fields for Amide-I Spectroscopy from Conformational Dynamics of the Alanine Trimer. J Phys Chem B 2021; 125:10928-10938. [PMID: 34559531 DOI: 10.1021/acs.jpcb.1c05423] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The dynamics and spectroscopy of N-methyl-acetamide (NMA) and trialanine in solution are characterized from molecular dynamics simulations using different energy functions, including a conventional point charge (PC)-based force field, one based on a multipolar (MTP) representation of the electrostatics, and a semiempirical DFT method. For the 1D infrared spectra, the frequency splitting between the two amide-I groups is 10 cm-1 from the PC, 13 cm-1 from the MTP, and 47 cm-1 from self-consistent charge density functional tight-binding (SCC-DFTB) simulations, compared with 25 cm-1 from experiment. The frequency trajectory required for the frequency fluctuation correlation function (FFCF) is determined from individual normal mode (INM) and full normal mode (FNM) analyses of the amide-I vibrations. The spectroscopy, time-zero magnitude of the FFCF C(t = 0), and the static component Δ02 from simulations using MTP and analysis based on FNM are all consistent with experiments for (Ala)3. Contrary to this, for the analysis excluding mode-mode coupling (INM), the FFCF decays to zero too rapidly and for simulations with a PC-based force field, the Δ02 is too small by a factor of two compared with experiments. Simulations with SCC-DFTB agree better with experiment for these observables than those from PC-based simulations. The conformational ensemble sampled from simulations using PCs is consistent with the literature (including PII, β, αR, and αL), whereas that covered by the MTP-based simulations is dominated by PII with some contributions from β and αR. This agrees with and confirms recently reported Bayesian-refined populations based on 1D infrared experiments. FNM analysis together with a MTP representation provides a meaningful model to correctly describe the dynamics of hydrated trialanine.
Collapse
Affiliation(s)
- Padmabati Mondal
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, Basel 4056, Switzerland
| | - Pierre-André Cazade
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, Basel 4056, Switzerland
| | - Akshaya K Das
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, Basel 4056, Switzerland
| | - Tristan Bereau
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, Basel 4056, Switzerland
| | - Markus Meuwly
- Department of Chemistry, University of Basel, Klingelbergstrasse 80, Basel 4056, Switzerland.,Department of Chemistry, Brown University, Providence/RI 02912, United States
| |
Collapse
|
6
|
Kim J, Nguyen-Phan TC, Gardiner AT, Cogdell RJ, Scholes GD, Cho M. Low-Frequency Vibronic Mixing Modulates the Excitation Energy Flow in Bacterial Light-Harvesting Complex II. J Phys Chem Lett 2021; 12:6292-6298. [PMID: 34213343 DOI: 10.1021/acs.jpclett.1c01782] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Oscillatory features observed in two-dimensional electronic spectroscopy (2DES) manifest coherent vibrational and electronic dynamics and even the interplay of them. Recently, we developed a 2DES technique utilizing a pair of synchronized repetition-frequency-stabilized lasers, which enables the wide dynamic range measurements of 2DES signals rapidly. Here, we apply this dual-laser 2DES technique to investigate the electronic energy transfer (EET) process in bacterial light-harvesting complex II consisting of B800 and B850 circular aggregates at ambient temperature, and the coherent vibrational wavepakcet associated with the EET between the two aggregates are measured. Examining the principal component analysis of the time-resolved 2DES signal, we found that the EET from B800 to low-lying B850 states is modulated by a low-frequency (156 cm-1) vibrational mode of the exciton donor (B800). This observation suggests that the donor transition density is modulated by this vibration, which, in turn, modulates the energy transfer dynamics.
Collapse
Affiliation(s)
- JunWoo Kim
- Center for Molecular Spectroscopy and Dynamics, Institute for Basic Science, Seoul 02841, Republic of Korea
- Department of Chemistry, Princeton University, Princeton 08544, New Jersey, United States
| | - Tu C Nguyen-Phan
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8TA, United Kingdom
| | - Alastair T Gardiner
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8TA, United Kingdom
| | - Richard J Cogdell
- Institute of Molecular, Cell and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8TA, United Kingdom
| | - Gregory D Scholes
- Department of Chemistry, Princeton University, Princeton 08544, New Jersey, United States
| | - Minhaeng Cho
- Center for Molecular Spectroscopy and Dynamics, Institute for Basic Science, Seoul 02841, Republic of Korea
- Department of Chemistry, Korea University, Seoul 02841, Republic of Korea
| |
Collapse
|
7
|
Meirson T, Bomze D, Markel G. Structural basis of SARS-CoV-2 spike protein induced by ACE2. Bioinformatics 2021; 37:929-936. [PMID: 32818261 PMCID: PMC7558967 DOI: 10.1093/bioinformatics/btaa744] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 07/20/2020] [Accepted: 08/14/2020] [Indexed: 12/24/2022] Open
Abstract
Motivation The recent emergence of the novel SARS-coronavirus 2 (SARS-CoV-2) and its international
spread pose a global health emergency. The spike (S) glycoprotein binds ACE2 and
promotes SARS-CoV-2 entry into host cells. The trimeric S protein binds the receptor
using the receptor-binding domain (RBD) causing conformational changes in S protein that
allow priming by host cell proteases. Unraveling the dynamic structural features used by
SARS-CoV-2 for entry might provide insights into viral transmission and reveal novel
therapeutic targets. Using structures determined by X-ray crystallography and cryo-EM,
we performed structural analysis and atomic comparisons of the different conformational
states adopted by the SARS-CoV-2-RBD. Results Here, we determined the key structural components induced by the receptor and
characterized their intramolecular interactions. We show that κ-helix (polyproline-II)
is a predominant structure in the binding interface and in facilitating the conversion
to the active form of the S protein. We demonstrate a series of conversions between
switch-like κ-helix and β-strand, and conformational variations in a set of short
α-helices which affect the hinge region. These conformational changes lead to an
alternating pattern in conserved disulfide bond configurations positioned at the hinge,
indicating a possible disulfide exchange, an important allosteric switch implicated in
viral entry of various viruses, including HIV and murine coronavirus. The structural
information presented herein enables to inspect and understand the important dynamic
features of SARS-CoV-2-RBD and propose a novel potential therapeutic strategy to block
viral entry. Overall, this study provides guidance for the design and optimization of
structure-based intervention strategies that target SARS-CoV-2. Availability We have implemented the proposed methods in an R package freely available at https://github.com/Grantlab/bio3d Supplementary information Supplementary data are
available at Bioinformatics online.
Collapse
Affiliation(s)
- Tomer Meirson
- Ella Lemelbaum Institute for Immuno-oncology, Sheba Medical Center, Ramat-Gan 526260, Israel.,The Azrieli Faculty of Medicine, Bar-Ilan University, Safed 1311502, Israel
| | | | - Gal Markel
- Ella Lemelbaum Institute for Immuno-oncology, Sheba Medical Center, Ramat-Gan 526260, Israel.,Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel.,Department of Clinical Microbiology and Immunology, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv 6997801, Israel
| |
Collapse
|
8
|
Feng CJ, Dhayalan B, Tokmakoff A. Refinement of Peptide Conformational Ensembles by 2D IR Spectroscopy: Application to Ala‒Ala‒Ala. Biophys J 2019; 114:2820-2832. [PMID: 29925019 DOI: 10.1016/j.bpj.2018.05.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2018] [Revised: 04/27/2018] [Accepted: 05/02/2018] [Indexed: 10/28/2022] Open
Abstract
Characterizing ensembles of intrinsically disordered proteins is experimentally challenging because of the ill-conditioned nature of ensemble determination with limited data and the intrinsic fast dynamics of the conformational ensemble. Amide I two-dimensional infrared (2D IR) spectroscopy has picosecond time resolution to freeze structural ensembles as needed for probing disordered-protein ensembles and conformational dynamics. Also, developments in amide I computational spectroscopy now allow a quantitative and direct prediction of amide I spectra based on conformational distributions drawn from molecular dynamics simulations, providing a route to ensemble refinement against experimental spectra. We performed a Bayesian ensemble refinement method on Ala-Ala-Ala against isotope-edited Fourier-transform infrared spectroscopy and 2D IR spectroscopy and tested potential factors affecting the quality of ensemble refinements. We found that isotope-edited 2D IR spectroscopy provides a stringent constraint on Ala-Ala-Ala conformations and returns consistent conformational ensembles with the dominant ppII conformer across varying prior distributions from many molecular dynamics force fields and water models. The dominant factor influencing ensemble refinements is the systematic frequency uncertainty from spectroscopic maps. However, the uncertainty of conformer populations can be significantly reduced by incorporating 2D IR spectra in addition to traditional Fourier-transform infrared spectra. Bayesian ensemble refinement against isotope-edited 2D IR spectroscopy thus provides a route to probe equilibrium-complex protein ensembles and potentially nonequilibrium conformational dynamics.
Collapse
Affiliation(s)
- Chi-Jui Feng
- Department of Chemistry, James Franck Institute and Institute for Biophysical Dynamics, University of Chicago, Chicago, Illinois
| | - Balamurugan Dhayalan
- Department of Chemistry, James Franck Institute and Institute for Biophysical Dynamics, University of Chicago, Chicago, Illinois
| | - Andrei Tokmakoff
- Department of Chemistry, James Franck Institute and Institute for Biophysical Dynamics, University of Chicago, Chicago, Illinois.
| |
Collapse
|
9
|
Childers MC, Towse CL, Daggett V. Molecular dynamics-derived rotamer libraries for d-amino acids within homochiral and heterochiral polypeptides. Protein Eng Des Sel 2018; 31:191-204. [PMID: 29992252 PMCID: PMC6205366 DOI: 10.1093/protein/gzy016] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2018] [Accepted: 06/15/2018] [Indexed: 01/06/2023] Open
Abstract
Computational resources have contributed to the design and engineering of novel proteins by integrating genomic, structural and dynamic aspects of proteins. Non-canonical amino acids, such as d-amino acids, expand the available sequence space for designing and engineering proteins; however, the rotamer libraries for d-amino acids are usually constructed as the mirror images of l-amino acid rotamer libraries, an assumption that has not been tested. To this end, we have performed molecular dynamics (MD) simulations of model host-guest peptide systems containing d-amino acids. Our simulations systematically address the applicability of the mirror image convention as well as the effects of neighboring residue chirality. Rotamer libraries derived from these systems provide realistic rotamer distributions suitable for use in both rational and computational design workflows. Our simulations also address the impact of chirality on the intrinsic conformational preferences of amino acids, providing fundamental insights into the relationship between chirality and biomolecular dynamics. While d-amino acids are rare in naturally occurring proteins, they are used in designed proteins to stabilize a desired conformation, increase bioavailability or confer favorable biochemical and physical attributes. Here, we present d-amino acid rotamer libraries derived from MD simulations of alanine-based host-guest pentapeptides and show how certain residues can deviate from mirror image symmetry. Our simulations directly model d-amino acids as guest residues within the chiral l-Ala and d-Ala pentapeptide series to explicitly incorporate any contributions resulting from the chiralities of neighboring residues.
Collapse
Affiliation(s)
| | - Clare-Louise Towse
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| | - Valerie Daggett
- Department of Bioengineering, University of Washington, Seattle, WA, USA
| |
Collapse
|
10
|
Lanza G, Chiacchio MA. Quantum Mechanics Study on Hydrophilic and Hydrophobic Interactions in the Trivaline-Water System. J Phys Chem B 2018; 122:4289-4298. [PMID: 29584432 DOI: 10.1021/acs.jpcb.8b00833] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
With the aim to elucidate hydrophobic effects in the unfolded state of peptides, DFT-M062X computations on the Val3H+· nH2O ( n up to 22) clusters have been accomplished. As far as the main chain is concerned, four conformers with β-strand and/or polyproline type II conformations, PPII (indicated as β-β, β-PPII, PPII-β, and PPII-PPII), have been found by changing the ϕ and ψ angles. For bare peptide, the side chain (isopropyl) of each residue can independently take on three different orientations with negligible effects on energetics. The great isopropyl spatial separations in β-β and β-PPII conformers allow for the construction of synergic and extensive water-water and water-peptide H-bonding in the minimal hydration Val3H+·22H2O models without significant steric encumbrance. Conversely, due to the proximity of the isopropyl of the central residue with the other two, some restrictions in the water shell construction around the peptide become evident for the PPII-PPII conformer and the number of energetically accessible structures decreases. This is indicative of correlated motion involving isopropyls and backbone mediated by water molecules, the origin of the nearest neighbor effects. Comparing the thermodynamic data of Ala3H+·22H2O and Val3H+·22H2O, what emerges is that both hydration enthalpy and entropy drive the β-strand stability of the latter.
Collapse
Affiliation(s)
- Giuseppe Lanza
- Dipartimento di Scienze del Farmaco , Università di Catania , Viale A. Doria 6 , Catania 95125 , Italy
| | - Maria A Chiacchio
- Dipartimento di Scienze del Farmaco , Università di Catania , Viale A. Doria 6 , Catania 95125 , Italy
| |
Collapse
|
11
|
Hongen T, Taniguchi T, Monde K. Modifying oligoalanine conformation by replacement of amide to ester linkage. Chirality 2018; 30:396-401. [DOI: 10.1002/chir.22823] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2017] [Revised: 12/28/2017] [Accepted: 12/29/2017] [Indexed: 02/05/2023]
Affiliation(s)
- Takahiro Hongen
- Frontier Research Center for Advanced Material and Life Science, Faculty of Advanced Life Science; Hokkaido University; Sapporo Japan
| | - Tohru Taniguchi
- Frontier Research Center for Advanced Material and Life Science, Faculty of Advanced Life Science; Hokkaido University; Sapporo Japan
| | - Kenji Monde
- Frontier Research Center for Advanced Material and Life Science, Faculty of Advanced Life Science; Hokkaido University; Sapporo Japan
| |
Collapse
|
12
|
Lanza G, Chiacchio MA. Quantum Mechanics Approach to Hydration Energies and Structures of Alanine and Dialanine. Chemphyschem 2017; 18:1586-1596. [PMID: 28371186 DOI: 10.1002/cphc.201700149] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2017] [Indexed: 11/11/2022]
Abstract
A systematic approach to the phenomena related to hydration of biomolecules is reported at the state of the art of electronic-structure methods. Large-scale CCSD(T), MP4-SDQ, MP2, and DFT(M06-2X) calculations for some hydrated complexes of alanine and dialanine (Ala⋅13 H2 O, Ala2 H+ ⋅18 H2 O, and Ala2 ⋅18 H2 O) are compared with experimental data and other elaborate modeling to assess the reliability of a simple bottom-up approach. The inclusion of a minimal number of water molecules for microhydration of the polar groups together with the polarizable continuum model is sufficient to reproduce the relative bulk thermodynamic functions of the considered biomolecules. These quantities depend on the adopted electronic-structure method, which should be chosen with great care. Nevertheless, the computationally feasible MP2 and M06-2X functionals with the aug-cc-pVTZ basis set satisfactorily reproduce values derived by high-level CCSD(T) and MP4-SDQ methods, and thus they are suitable for future developments of more elaborate and hence more biochemically significant peptides.
Collapse
Affiliation(s)
- Giuseppe Lanza
- Dipartimento di Scienze del Farmaco, Università di Catania, Viale A. Doria 6, Catania, 95125, Italy
| | - Maria A Chiacchio
- Dipartimento di Scienze del Farmaco, Università di Catania, Viale A. Doria 6, Catania, 95125, Italy
| |
Collapse
|
13
|
Jose KVJ, Raghavachari K. Molecules-in-molecules fragment-based method for the calculation of chiroptical spectra of large molecules: Vibrational circular dichroism and Raman optical activity spectra of alanine polypeptides. Chirality 2016; 28:755-768. [DOI: 10.1002/chir.22651] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2016] [Revised: 08/29/2016] [Accepted: 08/30/2016] [Indexed: 12/17/2022]
Affiliation(s)
- K. V. Jovan Jose
- Department of Chemistry; Indiana University; Bloomington Indiana USA
| | | |
Collapse
|
14
|
Lanza G, Chiacchio MA. Effects of Hydration on the Zwitterion Trialanine Conformation by Electronic Structure Theory. J Phys Chem B 2016; 120:11705-11719. [DOI: 10.1021/acs.jpcb.6b08108] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Affiliation(s)
- Giuseppe Lanza
- Dipartimento
di Scienze del
Farmaco, Università di Catania, Viale A. Doria 6, 95125 Catania, Italy
| | - Maria A. Chiacchio
- Dipartimento
di Scienze del
Farmaco, Università di Catania, Viale A. Doria 6, 95125 Catania, Italy
| |
Collapse
|
15
|
Feng Y, Huang J, Kim S, Shim JH, MacKerell AD, Ge NH. Structure of Penta-Alanine Investigated by Two-Dimensional Infrared Spectroscopy and Molecular Dynamics Simulation. J Phys Chem B 2016; 120:5325-39. [PMID: 27299801 DOI: 10.1021/acs.jpcb.6b02608] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
We have studied the structure of (Ala)5, a model unfolded peptide, using a combination of 2D IR spectroscopy and molecular dynamics (MD) simulation. Two different isotopomers, each bis-labeled with (13)C═O and (13)C═(18)O, were strategically designed to shift individual site frequencies and uncouple neighboring amide-I' modes. 2D IR spectra taken under the double-crossed ⟨π/4, -π/4, Y, Z⟩ polarization show that the labeled four-oscillator systems can be approximated by three two-oscillator systems. By utilizing the different polarization dependence of diagonal and cross peaks, we extracted the coupling constants and angles between three pairs of amide-I' transition dipoles through spectral fitting. These parameters were related to the peptide backbone dihedral angles through DFT calculated maps. The derived dihedral angles are all located in the polyproline-II (ppII) region of the Ramachandran plot. These results were compared to the conformations sampled by Hamiltonian replica-exchange MD simulations with three different CHARMM force fields. The C36 force field predicted that ppII is the dominant conformation, consistent with the experimental findings, whereas C22/CMAP predicted similar population for α+, β, and ppII, and the polarizable Drude-2013 predicted dominating β structure. Spectral simulation based on MD representative conformations and structure ensembles demonstrated the need to include multiple 2D spectral features, especially the cross-peak intensity ratio and shape, in structure determination. Using 2D reference spectra defined by the C36 structure ensemble, the best spectral simulation is achieved with nearly 100% ppII population, although the agreement with the experimental cross-peak intensity ratio is still insufficient. The dependence of population determination on the choice of reference structures/spectra and the current limitations on theoretical modeling relating peptide structures to spectral parameters are discussed. Compared with the previous results on alanine based oligopeptides, the dihedral angles of our fitted structure, and the most populated ppII structure from the C36 simulation are in good agreement with those suggesting a major ppII population. Our results provide further support for the importance of ppII conformation in the ensemble of unfolded peptides.
Collapse
Affiliation(s)
- Yuan Feng
- Department of Chemistry, University of California at Irvine , Irvine, California 92697-2025, United States
| | - Jing Huang
- Department of Pharmaceutical Science, School of Pharmacy, University of Maryland , Baltimore, Maryland 21201, United States
| | - Seongheun Kim
- Department of Chemistry, University of California at Irvine , Irvine, California 92697-2025, United States
| | - Ji Hyun Shim
- Department of Pharmaceutical Science, School of Pharmacy, University of Maryland , Baltimore, Maryland 21201, United States
| | - Alexander D MacKerell
- Department of Pharmaceutical Science, School of Pharmacy, University of Maryland , Baltimore, Maryland 21201, United States
| | - Nien-Hui Ge
- Department of Chemistry, University of California at Irvine , Irvine, California 92697-2025, United States
| |
Collapse
|
16
|
Zhou P, Deng L, Wang Y, Lu JR, Xu H. Interplay between Intrinsic Conformational Propensities and Intermolecular Interactions in the Self-Assembly of Short Surfactant-like Peptides Composed of Leucine/Isoleucine. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2016; 32:4662-4672. [PMID: 27088564 DOI: 10.1021/acs.langmuir.6b00287] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
To study how the conformational propensities of individual amino acid residues, primary structures (i.e., adjacent residues and molecular lengths), and intermolecular interactions of peptides affect their self-assembly properties, we report the use of replica exchange molecular dynamics (REMD) to investigate the monomers, dimers, and trimers of a series of short surfactant-like peptides (I3K, L3K, L4K, and L5K). For four-residue peptides X3K (I3K and L3K), the results show that their different aggregation behaviors arise from the different intrinsic conformational propensities of isoleucine and leucine. For LmK peptides (L3K, L4K, and L5K), the molecular length is found to dictate their aggregation via primarily modulating intermolecular interactions. Increasing the number of hydrophobic amino acid residues of LmK peptides enhances their intermolecular H-bonding and promotes the formation of β-strands in dimer and trimer aggregates, overwhelming the intrinsic preference of Leu for helical structures. Thus, the interplay between the conformational propensities of individual amino acid residues for secondary structures and molecular interactions determines the self-assembly properties of the peptides, and the competition between intramolecular and intermolecular H-bonding interactions determines the probability of β-sheet alignment of peptide molecules. These results are validated by comparing simulated and experimental CD spectra of the peptides. This study will aid the design of short peptide amphiphiles and improve the mechanistic understanding of their self-assembly behavior.
Collapse
Affiliation(s)
- Peng Zhou
- State Key Laboratory of Heavy Oil Processing and Centre for Bioengineering and Biotechnology, China University of Petroleum (East China) , 66 Changjiang West Road, Qingdao, China
| | - Li Deng
- State Key Laboratory of Heavy Oil Processing and Centre for Bioengineering and Biotechnology, China University of Petroleum (East China) , 66 Changjiang West Road, Qingdao, China
| | - Yanting Wang
- Institute of Theoretical Physics, Chinese Academy of Sciences , 55 East Zhongguancun Road, Beijing, China
| | - Jian R Lu
- Biological Physics Laboratory, School of Physics and Astronomy, The University of Manchester Institution , Manchester M13 9PL, United Kingdom
| | - Hai Xu
- State Key Laboratory of Heavy Oil Processing and Centre for Bioengineering and Biotechnology, China University of Petroleum (East China) , 66 Changjiang West Road, Qingdao, China
| |
Collapse
|
17
|
Mirkin NG, Krimm S. Other species in the aqueous environment of a peptide can invert its intrinsic solvated polyproline II/beta propensity: Implications for amyloid formation. Biopolymers 2016; 105:305-311. [DOI: 10.1002/bip.22812] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Revised: 01/25/2016] [Accepted: 01/26/2016] [Indexed: 11/12/2022]
Affiliation(s)
- Noemi G. Mirkin
- LSA Program in Biophysics; University of Michigan; 930 N. University Ave Ann Arbor MI 48109
| | - Samuel Krimm
- LSA Program in Biophysics; University of Michigan; 930 N. University Ave Ann Arbor MI 48109
| |
Collapse
|
18
|
Lanza G, Chiacchio MA. Interfacial water at the trialanine hydrophilic surface: a DFT electronic structure and bottom-up investigation. Phys Chem Chem Phys 2015; 17:17101-11. [DOI: 10.1039/c5cp00270b] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
A model describing a network of hydrogen bonded water-trialanine has been developed to estimate hydration effects on various conformers of the peptide.
Collapse
Affiliation(s)
- Giuseppe Lanza
- Dipartimento di Scienze del Farmaco
- Università di Catania
- 95125 Catania
- Italy
| | | |
Collapse
|
19
|
Gargallo R. Hard/Soft hybrid modeling of temperature-induced unfolding processes involving G-quadruplex and i-motif nucleic acid structures. Anal Biochem 2014; 466:4-15. [DOI: 10.1016/j.ab.2014.08.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2014] [Revised: 07/25/2014] [Accepted: 08/06/2014] [Indexed: 10/24/2022]
|
20
|
Caballero D, Määttä J, Zhou AQ, Sammalkorpi M, O'Hern CS, Regan L. Intrinsic α-helical and β-sheet conformational preferences: a computational case study of alanine. Protein Sci 2014; 23:970-80. [PMID: 24753338 DOI: 10.1002/pro.2481] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2014] [Revised: 04/16/2014] [Accepted: 04/17/2014] [Indexed: 12/19/2022]
Abstract
A fundamental question in protein science is what is the intrinsic propensity for an amino acid to be in an α-helix, β-sheet, or other backbone dihedral angle ( ϕ-ψ) conformation. This question has been hotly debated for many years because including all protein crystal structures from the protein database, increases the probabilities for α-helical structures, while experiments on small peptides observe that β-sheet-like conformations predominate. We perform molecular dynamics (MD) simulations of a hard-sphere model for Ala dipeptide mimetics that includes steric interactions between nonbonded atoms and bond length and angle constraints with the goal of evaluating the role of steric interactions in determining protein backbone conformational preferences. We find four key results. For the hard-sphere MD simulations, we show that (1) β-sheet structures are roughly three and half times more probable than α-helical structures, (2) transitions between α-helix and β-sheet structures only occur when the backbone bond angle τ (NCα C) is greater than 110°, and (3) the probability distribution of τ for Ala conformations in the "bridge" region of ϕ-ψ space is shifted to larger angles compared to other regions. In contrast, (4) the distributions obtained from Amber and CHARMM MD simulations in the bridge regions are broader and have increased τ compared to those for hard sphere simulations and from high-resolution protein crystal structures. Our results emphasize the importance of hard-sphere interactions and local stereochemical constraints that yield strong correlations between ϕ-ψ conformations and τ.
Collapse
Affiliation(s)
- Diego Caballero
- Department of Physics, Yale University, New Haven, Connecticut, 06520; Integrated Graduate Program in Physical and Engineering Biology, Yale University, New Haven, Connecticut, 06520
| | | | | | | | | | | |
Collapse
|
21
|
Toal SE, Verbaro DJ, Schweitzer-Stenner R. Role of Enthalpy–Entropy Compensation Interactions in Determining the Conformational Propensities of Amino Acid Residues in Unfolded Peptides. J Phys Chem B 2014; 118:1309-18. [DOI: 10.1021/jp500181d] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Siobhan E. Toal
- Departments of Chemistry and ‡Biology, Drexel University, 3141 Chestnut
Street, Philadelphia, Pennsylvania 19104, United States
| | - Daniel J. Verbaro
- Departments of Chemistry and ‡Biology, Drexel University, 3141 Chestnut
Street, Philadelphia, Pennsylvania 19104, United States
| | - Reinhard Schweitzer-Stenner
- Departments of Chemistry and ‡Biology, Drexel University, 3141 Chestnut
Street, Philadelphia, Pennsylvania 19104, United States
| |
Collapse
|
22
|
Jung YS, Oh KI, Hwang GS, Cho M. Neighboring residue effects in terminally blocked dipeptides: implications for residual secondary structures in intrinsically unfolded/disordered proteins. Chirality 2014; 26:443-52. [PMID: 24453185 DOI: 10.1002/chir.22285] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2013] [Accepted: 11/18/2013] [Indexed: 11/10/2022]
Abstract
For nuclear magnetic resonance (NMR)-based protein structure determinations, the random coil chemical shifts are very important because the secondary and tertiary protein structure predictions become possible by examining deviations of measured chemical shifts from those reference chemical shift values. In addition, neighboring residue effects on chemical shifts and J-coupling constants are crucial in understanding the nature of conformational propensities exhibited by unfolded or intrinsically disordered proteins. We recently reported the 1D NMR results for a complete set of terminally blocked dipeptides (Oh KI, Jung YS, Hwang GS, Cho M. J Biomol NMR 2012;53:25-41), but the NMR resonance assignments were not possible so that the average chemical shifts and J-coupling constants were only considered. In the present work, to thoroughly investigate the neighboring residue effects and random coil chemical shifts we extend the previous studies with 2D NMR, and measured all the (3) J(HNHα) values and H(α) and H(N) chemical shifts of the same set of terminally blocked dipeptides that are free from structural effects like secondary structure, hydrogen-bond, long-range backbone, and side-chain interactions. In particular, the preceding and following residue effects on amino-acid backbone conformational propensities are revealed and directly compared with previous works on either short peptides or empirical chemical shift database.
Collapse
|
23
|
Jiang F, Han W, Wu YD. The intrinsic conformational features of amino acids from a protein coil library and their applications in force field development. Phys Chem Chem Phys 2013; 15:3413-28. [PMID: 23385383 DOI: 10.1039/c2cp43633g] [Citation(s) in RCA: 52] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
The local conformational (φ, ψ, χ) preferences of amino acid residues remain an active research area, which are important for the development of protein force fields. In this perspective article, we first summarize spectroscopic studies of alanine-based short peptides in aqueous solution. While most studies indicate a preference for the P(II) conformation in the unfolded state over α and β conformations, significant variations are also observed. A statistical analysis from various coil libraries of high-resolution protein structures is then summarized, which gives a more coherent view of the local conformational features. The φ, ψ, χ distributions of the 20 amino acids have been obtained from a protein coil library, considering both backbone and side-chain conformational preferences. The intrinsic side-chain χ(1) rotamer preference and χ(1)-dependent Ramachandran plot can be generally understood by combining the interaction of the side-chain Cγ/Oγ atom with two neighboring backbone peptide groups. Current all-atom force fields such as AMBER ff99sb-ILDN, ff03 and OPLS-AA/L do not reproduce these distributions well. A method has been developed by combining the φ, ψ plot of alanine with the influence of side-chain χ(1) rotamers to derive the local conformational features of various amino acids. It has been further applied to improve the OPLS-AA force field. The modified force field (OPLS-AA/C) reproduces experimental (3)J coupling constants for various short peptides quite well. It also better reproduces the temperature-dependence of the helix-coil transition for alanine-based peptides. The new force field can fold a series of peptides and proteins with various secondary structures to their experimental structures. MD simulations of several globular proteins using the improved force field give significantly less deviation (RMSD) to experimental structures. The results indicate that the local conformational features from coil libraries are valuable for the development of balanced protein force fields.
Collapse
Affiliation(s)
- Fan Jiang
- Laboratory of Computational Chemistry and Drug Design, Laboratory of Chemical Genomics, Peking University Shenzhen Graduate School, Shenzhen 518055, China
| | | | | |
Collapse
|
24
|
Lanza G, Chiacchio MA. Comprehensive and Accurate Ab Initio Energy Surface of Simple Alanine Peptides. Chemphyschem 2013; 14:3284-93. [DOI: 10.1002/cphc.201300445] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2013] [Indexed: 11/07/2022]
Affiliation(s)
- Giuseppe Lanza
- Dipartimento di Scienze del Farmaco, Università di Catania, Viale A. Doria 6, 95125 Catania (Italy)
| | - Maria A. Chiacchio
- Dipartimento di Scienze del Farmaco, Università di Catania, Viale A. Doria 6, 95125 Catania (Italy)
| |
Collapse
|
25
|
Byrne C, Miclet E, Broutin I, Gallo D, Pelekanou V, Kampa M, Castanas E, Leclercq G, Jacquot Y. Identification of polyproline II regions derived from the proline-rich nuclear receptor coactivators PNRC and PNRC2: new insights for ERα coactivator interactions. Chirality 2013; 25:628-42. [PMID: 23925889 DOI: 10.1002/chir.22188] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2012] [Accepted: 04/12/2013] [Indexed: 11/07/2022]
Abstract
Protein-protein interactions are crucial for signal transductions required for cell differentiation and proliferation. Their modulation is therefore key to the development of therapeutic alternatives, particularly in the context of cancer. According to literature data, the polyproline-rich nuclear receptor coactivators PNRC and PNRC2 interact with estrogen receptor (ERα) through their PxxP SH3-binding motifs. In a search to identify the molecular features governing this interaction, we explored using electronic circular dichroism (ECD) spectroscopy and molecular dynamics (MD) calculations, the capacity of a range of putative biologically active peptides derived from these proteins and containing this PxxP motif(s) to form polyproline II (PPII) domains. An additional more exhaustive structural study on a lead PPII peptide was also performed using 2D nuclear magnetic resonance (NMR) spectroscopy. With the exception of one of all the investigated peptides (PNRC-D), binding assays failed to detect any affinity for Grb2 SH3 domains, suggesting that PPII motifs issued from Grb2 antagonists have a binding mode distinct from those derived from Grb2 agonists. Instead, the peptides revealed a competitive binding ability against a synthetic peptide (ERα17p) with a putative PPII-cognate domain located within a coregulator recruitment region of ERα (AF-2 site). Our work, which constitutes the first structure-related interaction study concerning PNRC and PNRC2, supports not only the existence of PxxP-induced PPII sequences in these coregulators, but also confirms the presence of a PPII recognition site in the AF-2 of the steroid receptor ERα, a region important for transcription regulation.
Collapse
Affiliation(s)
- C Byrne
- Laboratoire des BioMolécules (LBM), CNRS - UMR 7203, Ecole Normale Supérieure / Université Pierre et Marie Curie 24, rue Lhomond, 75231, Paris Cedex 05, France; Fondation Pierre-Gilles de Gennes pour la Recherche, 29, rue d'Ulm, 75005, Paris, France
| | | | | | | | | | | | | | | | | |
Collapse
|
26
|
Toal S, Meral D, Verbaro D, Urbanc B, Schweitzer-Stenner R. pH-Independence of trialanine and the effects of termini blocking in short peptides: a combined vibrational, NMR, UVCD, and molecular dynamics study. J Phys Chem B 2013; 117:3689-706. [PMID: 23448349 DOI: 10.1021/jp310466b] [Citation(s) in RCA: 60] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
Several lines of evidence now well establish that unfolded peptides in general, and alanine in specific, have an intrinsic preference for the polyproline II (pPII) conformation. Investigation of local order in the unfolded state is, however, complicated by experimental limitations and the inherent dynamics of the system, which has in some cases yielded inconsistent results from different types of experiments. One method of studying these systems is the use of short model peptides, and specifically short alanine peptides, known for predominantly sampling pPII structure in aqueous solution. Recently, He et al. ( J. Am. Chem. Soc. 2012 , 134 , 1571 - 1576 ) proposed that unblocked tripeptides may not be suitable models for studying conformational propensities in unfolded peptides due to the presence of end effect, that is, electrostatic interactions between investigated amino acid residues and terminal charges. To determine whether changing the protonation states of the N- and C-termini influence the conformational manifold of the central amino acid residue in tripeptides, we have examined the pH-dependence of unblocked trialanine and the conformational preferences of alanine in the alanine dipeptide. To this end, we measured and globally analyzed amide I' band profiles and NMR J-coupling constants. We described conformational distributions as the superposition of two-dimensional Gaussian distributions assignable to specific subspaces of the Ramachandran plot. Results show that the conformational ensemble of trialanine as a whole, and the pPII content (χpPII = 0.84) in particular, remains practically unaffected by changing the protonation state. We found that compared to trialanine, the alanine dipeptide has slightly lower pPII content (χpPII = 0.74) and an ensemble more reminiscent of the unblocked Gly-Ala-Gly model peptide. In addition, a two-state thermodynamic analysis of the conformational sensitive Δε(T) and (3)J(H(N)H(α))(T) data obtained from electronic circular dichroism and H NMR spectra indicate that the free energy landscape of trialanine is similar in all protonation states. MD simulations for the investigated peptides corroborate this notion and show further that the hydration shell around unblocked trialanine is unaffected by the protonation/deprotonation of the C-terminal group. In contrast, the alanine dipeptide shows a reduced water density around the central residue as well as a less ordered hydration shell, which decreases the pPII propensity and reduces the lifetime of sampled conformations.
Collapse
Affiliation(s)
- Siobhan Toal
- Department of Chemistry, Drexel University, 3141 Chestnut Street, Philadelphia, Pennsylvania 19104, USA
| | | | | | | | | |
Collapse
|
27
|
Mirkin NG, Krimm S. Water interaction differences determine the relative energetic stability of the polyproline II conformation of the alanine dipeptide in aqueous environments. Biopolymers 2012; 97:789-94. [DOI: 10.1002/bip.22064] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
|
28
|
Verbaro DJ, Mathieu D, Toal SE, Schwalbe H, Schweitzer-Stenner R. Ionized Trilysine: A Model System for Understanding the Nonrandom Structure of Poly-l-lysine and Lysine-Containing Motifs in Proteins. J Phys Chem B 2012; 116:8084-94. [DOI: 10.1021/jp303794s] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Daniel J. Verbaro
- Department of Chemistry, Drexel University, 3141 Chestnut Street, Philadelphia,
Pennsylvania 19104, United States
| | - Daniel Mathieu
- Institute for Organic Chemistry
and Chemical Biology, Center for Biomolecular Magnetic Resonance (BMRZ), Johann Wolfgang Goethe University, Max-von-Laue-Strasse
7, 60438 Frankfurt, Germany
| | - Siobhan E. Toal
- Department of Chemistry, Drexel University, 3141 Chestnut Street, Philadelphia,
Pennsylvania 19104, United States
| | - Harald Schwalbe
- Institute for Organic Chemistry
and Chemical Biology, Center for Biomolecular Magnetic Resonance (BMRZ), Johann Wolfgang Goethe University, Max-von-Laue-Strasse
7, 60438 Frankfurt, Germany
| | - Reinhard Schweitzer-Stenner
- Department of Chemistry, Drexel University, 3141 Chestnut Street, Philadelphia,
Pennsylvania 19104, United States
| |
Collapse
|
29
|
Oh KI, Jung YS, Hwang GS, Cho M. Conformational distributions of denatured and unstructured proteins are similar to those of 20 × 20 blocked dipeptides. JOURNAL OF BIOMOLECULAR NMR 2012; 53:25-41. [PMID: 22426785 DOI: 10.1007/s10858-012-9618-5] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2011] [Accepted: 02/24/2012] [Indexed: 05/31/2023]
Abstract
Understanding intrinsic conformational preferences of amino-acids in unfolded proteins is important for elucidating the underlying principles of their stability and re-folding on biological timescales. Here, to investigate the neighbor interaction effects on the conformational propensities of amino-acids, we carried out (1)H NMR experiments for a comprehensive set of blocked dipeptides and measured the scalar coupling constants between alpha protons and amide protons as well as their chemical shifts. Detailed inspection of these NMR properties shows that, irrespective of amino-acid side-chain properties, the distributions of the measured coupling constants and chemical shifts of the dipeptides are comparatively narrow, indicating small variances of their conformation distributions. They are further compared with those of blocked amino-acids (Ac-X-NHMe), oligopeptides (Ac-GGXGG-NH(2)), and native (lysozyme), denatured (lysozyme and outer membrane protein X from Escherichia coli), unstructured (Domain 2 of the protein 5A of Hepatitis C virus), and intrinsically disordered (hNlg3cyt: intracellular domain of human NL3) proteins. These comparative investigations suggest that the conformational preferences and local solvation environments of the blocked dipeptides are quite similar to not only those of other short oligopeptides but also those of denatured and natively unfolded proteins.
Collapse
Affiliation(s)
- Kwang-Im Oh
- Department of Chemistry, Korea University, Seoul 136-701, Korea
| | | | | | | |
Collapse
|
30
|
Duitch L, Toal S, Measey TJ, Schweitzer-Stenner R. Triaspartate: A Model System for Conformationally Flexible DDD Motifs in Proteins. J Phys Chem B 2012; 116:5160-71. [DOI: 10.1021/jp2121565] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Laura Duitch
- Department of Chemistry, Drexel University, 3141 Chestnut Street,
Philadelphia, Pennsylvania 19104, United States
| | - Siobhan Toal
- Department of Chemistry, Drexel University, 3141 Chestnut Street,
Philadelphia, Pennsylvania 19104, United States
| | - Thomas J. Measey
- Department of Chemistry, University of Pennsylvania, Philadelphia,
Pennsylvania 19104, United States
| | - Reinhard Schweitzer-Stenner
- Department of Chemistry, Drexel University, 3141 Chestnut Street,
Philadelphia, Pennsylvania 19104, United States
| |
Collapse
|
31
|
He L, Navarro AE, Shi Z, Kallenbach NR. End Effects Influence Short Model Peptide Conformation. J Am Chem Soc 2012; 134:1571-6. [DOI: 10.1021/ja2070363] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Liu He
- School of Chemistry and Chemical
Engineering, Huazhong University of Science and Technology, Wuhan 430074, P.R. China
| | - Abel E. Navarro
- Department of Chemistry, New York University, 100 Washington Square East, New
York, New York 10003, United States
| | - Zhengshuang Shi
- School of Chemistry and Chemical
Engineering, Huazhong University of Science and Technology, Wuhan 430074, P.R. China
| | - Neville R. Kallenbach
- Department of Chemistry, New York University, 100 Washington Square East, New
York, New York 10003, United States
| |
Collapse
|
32
|
Oh KI, Lee KK, Park EK, Jung Y, Hwang GS, Cho M. A comprehensive library of blocked dipeptides reveals intrinsic backbone conformational propensities of unfolded proteins. Proteins 2012; 80:977-90. [DOI: 10.1002/prot.24000] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2011] [Revised: 11/07/2011] [Accepted: 11/10/2011] [Indexed: 11/06/2022]
|
33
|
Lanza G, Chiacchio U, Motta S, Pellegrino S, Broggini G. On the Stability of Polyalanine Secondary Structures: The Role of the Polyproline II Helix. Chemphyschem 2011; 12:2724-7. [DOI: 10.1002/cphc.201100378] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2011] [Indexed: 11/06/2022]
|
34
|
Kim SY, Jung Y, Hwang GS, Han H, Cho M. Phosphorylation alters backbone conformational preferences of serine and threonine peptides. Proteins 2011; 79:3155-65. [PMID: 21989936 DOI: 10.1002/prot.23148] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2011] [Revised: 07/13/2011] [Accepted: 07/14/2011] [Indexed: 11/11/2022]
Abstract
Despite the notion that a control of protein function by phosphorylation works mainly by inducing its conformational changes, the phosphorylation effects on even small peptide conformation have not been fully understood yet. To study its possible effects on serine and threonine peptide conformations, we recently carried out pH- and temperature-dependent circular dichroism (CD) as well as (1)H NMR studies of the phosphorylated serine and threonine peptides and compared them with their unphosphorylated analogs. In the present article, by performing the self-consistent singular value decomposition analysis of the temperature-dependent CD spectra and by analyzing the (3)J(H(N),H(α)) coupling constants extracted from the NMR spectra, the populations of the polyproline II (PPII) and β-strand conformers of the phosphorylated Ser and Thr peptides are determined. As temperature is increased, the β-strand populations of both phosphorylated serine and threonine peptides increase. However, the dependences of PPII/β-strand population ratio on pH are different for these two cases. The phosphorylation of the serine peptide enhances the PPII propensity, whereas that of the threonine peptide has the opposite effect. This suggests that the serine and threonine phosphorylations can alter the backbone conformational propensity via direct but selective intramolecular hydrogen-bonding interactions with the peptide N--H groups. This clearly indicates that the phosphoryl group actively participates in modulating the peptide backbone conformations.
Collapse
Affiliation(s)
- Su-Yeon Kim
- Department of Chemistry, Korea University, Seoul 136-701, Korea
| | | | | | | | | |
Collapse
|
35
|
Toal S, Amidi O, Schweitzer-Stenner R. Conformational Changes of Trialanine Induced by Direct Interactions between Alanine Residues and Alcohols in Binary Mixtures of Water with Glycerol and Ethanol. J Am Chem Soc 2011; 133:12728-39. [DOI: 10.1021/ja204123g] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- Siobhan Toal
- Departments of Chemistry, Drexel University, 3141 Chestnut Street, Philadelphia, Pennsylvania 19104, United States
| | - Omid Amidi
- Departments of Chemistry, Drexel University, 3141 Chestnut Street, Philadelphia, Pennsylvania 19104, United States
| | - Reinhard Schweitzer-Stenner
- Departments of Chemistry, Drexel University, 3141 Chestnut Street, Philadelphia, Pennsylvania 19104, United States
| |
Collapse
|
36
|
Choi JH, Cho M. Polarization-Angle-Scanning Two-Dimensional Spectroscopy: Application to Dipeptide Structure Determination. J Phys Chem A 2010; 115:3766-77. [DOI: 10.1021/jp106458j] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jun-Ho Choi
- Department of Chemistry and Research Institute for Natural Sciences, Korea University, Seoul 136-701, Korea
| | - Minhaeng Cho
- Department of Chemistry and Research Institute for Natural Sciences, Korea University, Seoul 136-701, Korea
- Multidimensional Spectroscopy Laboratory, Korea Basic Science Institute, Seoul 136-713, Korea
| |
Collapse
|