1
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Improvement of the Solubilization and Extraction of Curcumin in an Edible Ternary Solvent Mixture. Molecules 2021; 26:molecules26247702. [PMID: 34946787 PMCID: PMC8703436 DOI: 10.3390/molecules26247702] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2021] [Revised: 12/13/2021] [Accepted: 12/17/2021] [Indexed: 12/01/2022] Open
Abstract
A water-free, ternary solvent mixture consisting of a natural deep eutectic solvent (NADES), ethanol, and triacetin was investigated concerning its ability to dissolve and extract curcumin from Curcuma longa L. To this purpose, 11 NADES based on choline chloride, acetylcholine, and proline were screened using UV–vis measurements. A ternary phase diagram with a particularly promising NADES, based on choline chloride and levulinic acid was recorded and the solubility domains of the monophasic region were examined and correlated with the system’s structuring via light scattering experiments. At the optimum composition, close to the critical point, the solubility of curcumin could be enhanced by a factor of >1.5 with respect to acetone. In extraction experiments, conducted at the points of highest solubility and evaluated via HPLC, a total yield of ~84% curcuminoids per rhizome could be reached. Through multiple extraction cycles, reusing the extraction solvent, an enrichment of curcuminoids could be achieved while altering the solution. When counteracting the solvent change, even higher concentrated extracts can be obtained.
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2
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Helfrich F, Scheidig AJ. Structural and catalytic characterization of Blastochloris viridis and Pseudomonas aeruginosa homospermidine synthases supports the essential role of cation-π interaction. Acta Crystallogr D Struct Biol 2021; 77:1317-1335. [PMID: 34605434 PMCID: PMC8489232 DOI: 10.1107/s2059798321008937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/10/2021] [Accepted: 08/27/2021] [Indexed: 11/16/2022] Open
Abstract
Polyamines influence medically relevant processes in the opportunistic pathogen Pseudomonas aeruginosa, including virulence, biofilm formation and susceptibility to antibiotics. Although homospermidine synthase (HSS) is part of the polyamine metabolism in various strains of P. aeruginosa, neither its role nor its structure has been examined so far. The reaction mechanism of the nicotinamide adenine dinucleotide (NAD+)-dependent bacterial HSS has previously been characterized based on crystal structures of Blastochloris viridis HSS (BvHSS). This study presents the crystal structure of P. aeruginosa HSS (PaHSS) in complex with its substrate putrescine. A high structural similarity between PaHSS and BvHSS with conservation of the catalytically relevant residues is demonstrated, qualifying BvHSS as a model for mechanistic studies of PaHSS. Following this strategy, crystal structures of single-residue variants of BvHSS are presented together with activity assays of PaHSS, BvHSS and BvHSS variants. For efficient homospermidine production, acidic residues are required at the entrance to the binding pocket (`ionic slide') and near the active site (`inner amino site') to attract and bind the substrate putrescine via salt bridges. The tryptophan residue at the active site stabilizes cationic reaction components by cation-π interaction, as inferred from the interaction geometry between putrescine and the indole ring plane. Exchange of this tryptophan for other amino acids suggests a distinct catalytic requirement for an aromatic interaction partner with a highly negative electrostatic potential. These findings substantiate the structural and mechanistic knowledge on bacterial HSS, a potential target for antibiotic design.
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Affiliation(s)
- F. Helfrich
- Zoological Institute, University of Kiel, Am Botanischen Garten 1–9, 24118 Kiel, Germany
| | - Axel J. Scheidig
- Zoological Institute, University of Kiel, Am Botanischen Garten 1–9, 24118 Kiel, Germany
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3
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Rahman S, Wineman-Fisher V, Nagy PR, Al-Hamdani Y, Tkatchenko A, Varma S. Methyl-Induced Polarization Destabilizes the Noncovalent Interactions of N-Methylated Lysines. Chemistry 2021; 27:11005-11014. [PMID: 33999467 PMCID: PMC9830558 DOI: 10.1002/chem.202100644] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2021] [Indexed: 01/12/2023]
Abstract
Lysine methylation can modify noncovalent interactions by altering lysine's hydrophobicity as well as its electronic structure. Although the ramifications of the former are documented, the effects of the latter remain largely unknown. Understanding the electronic structure is important for determining how biological methylation modulates protein-protein binding, and the impact of artificial methylation experiments in which methylated lysines are used as spectroscopic probes and protein crystallization facilitators. The benchmarked first-principles calculations undertaken here reveal that methyl-induced polarization weakens the electrostatic attraction of amines with protein functional groups - salt bridges, hydrogen bonds and cation-π interactions weaken by as much as 10.3, 7.9 and 3.5 kT, respectively. Multipole analysis shows that weakened electrostatics is due to the altered inductive effects, which overcome increased attraction from methyl-enhanced polarizability and dispersion. Due to their fundamental nature, these effects are expected to be present in many cases. A survey of methylated lysines in protein structures reveals several cases in which methyl-induced polarization is the primary driver of altered noncovalent interactions; in these cases, destabilizations are found to be in the 0.6-4.7 kT range. The clearest case of where methyl-induced polarization plays a dominant role in regulating biological function is that of the PHD1-PHD2 domain, which recognizes lysine-methylated states on histones. These results broaden our understanding of how methylation modulates noncovalent interactions.
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Affiliation(s)
- Sanim Rahman
- Department of Cell Biology, Microbiology and Molecular Biology, University of South Florida, 4202 E. Fowler Ave., Tampa, FL, 33620, USA
- Current Address: Department of Biophysics and Biophysical Chemistry, Johns Hopkins University School of Medicine, Baltimore, MD, 21205, USA
| | - Vered Wineman-Fisher
- Department of Cell Biology, Microbiology and Molecular Biology, University of South Florida, 4202 E. Fowler Ave., Tampa, FL, 33620, USA
| | - Péter R Nagy
- Department of Physical Chemistry and Materials Science, Budapest University of Technology and Economics, P.O. Box 91, 1521, Budapest, Hungary
| | - Yasmine Al-Hamdani
- Department of Physics and Materials Science, University of Luxembourg Luxembourg, 1511, Luxembourg City, Luxembourg
| | - Alexandre Tkatchenko
- Department of Physics and Materials Science, University of Luxembourg Luxembourg, 1511, Luxembourg City, Luxembourg
| | - Sameer Varma
- Department of Cell Biology, Microbiology and Molecular Biology, University of South Florida, 4202 E. Fowler Ave., Tampa, FL, 33620, USA
- Department of Physics, University of South Florida, 4202 E. Fowler Ave., Tampa, FL, 33620, USA
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4
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Turupcu A, Tirado-Rives J, Jorgensen WL. Explicit Representation of Cation-π Interactions in Force Fields with 1/ r4 Nonbonded Terms. J Chem Theory Comput 2020; 16:7184-7194. [PMID: 33048555 DOI: 10.1021/acs.jctc.0c00847] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
The binding energies for cation-π complexation are underestimated by traditional fixed-charge force fields owing to their lack of explicit treatment of ion-induced dipole interactions. To address this deficiency, an explicit treatment of cation-π interactions has been introduced into the OPLS-AA force field. Following prior work with atomic cations, it is found that cation-π interactions can be handled efficiently by augmenting the usual 12-6 Lennard-Jones potentials with 1/r4 terms. Results are provided for prototypical complexes as well as protein-ligand systems of relevance for drug design. Alkali cation, ammonium, guanidinium, and tetramethylammonium were chosen for the representative cations, while benzene and six heteroaromatic molecules were used as the π systems. The required nonbonded parameters were fit to reproduce structure and interaction energies for gas-phase complexes from density functional theory (DFT) calculations at the ωB97X-D/6-311++G(d,p) level. The impact of the solvent was then examined by computing potentials of mean force (pmfs) in both aqueous and tetrahydrofuran (THF) solutions using the free-energy perturbation (FEP) theory. Further testing was carried out for two cases of strong and one case of weak cation-π interactions between druglike molecules and their protein hosts, namely, the JH2 domain of JAK2 kinase and macrophage migration inhibitory factor. FEP results reveal greater binding by 1.5-4.4 kcal/mol from the addition of the explicit cation-π contributions. Thus, in the absence of such treatment of cation-π interactions, errors for computed binding or inhibition constants of 101-103 are expected.
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Affiliation(s)
- Aysegul Turupcu
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - Julian Tirado-Rives
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
| | - William L Jorgensen
- Department of Chemistry, Yale University, New Haven, Connecticut 06520-8107, United States
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5
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da Silva Mesquita R, Kyrylchuk A, Costa de Oliveira R, Costa Sá IS, Coutinho Borges Camargo G, Soares Pontes G, Moura Araújo da Silva F, Saraiva Nunomura RDC, Grafov A. Alkaloids of Abuta panurensis Eichler: In silico and in vitro study of acetylcholinesterase inhibition, cytotoxic and immunomodulatory activities. PLoS One 2020; 15:e0239364. [PMID: 32991579 PMCID: PMC7523975 DOI: 10.1371/journal.pone.0239364] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2020] [Accepted: 09/07/2020] [Indexed: 12/19/2022] Open
Abstract
Natural products obtained from species of the genus Abuta (Menispermaceae) are known as ethnobotanicals that are attracting increasing attention due to a wide range of their pharmacological properties. In this study, the alkaloids stepharine and 5-N-methylmaytenine were first isolated from branches of Abuta panurensis Eichler, an endemic species from the Amazonian rainforest. Structure of the compounds was elucidated by a combination of 1D and 2D NMR spectroscopic and MS and HRMS spectrometric techniques. Interaction of the above-mentioned alkaloids with acetylcholinesterase enzyme and interleukins IL-6 and IL-8 was investigated in silico by molecular docking. The molecules under investigation were able to bind effectively with the active sites of the AChE enzyme, IL-6, and IL-8 showing affinity towards the proteins. Along with the theoretical study, acetylcholinesterase enzyme inhibition, cytotoxic, and immunomodulatory activity of the compounds were assessed by in vitro assays. The data obtained in silico corroborate the results of AChE enzyme inhibition, the IC50 values of 61.24μM for stepharine and 19.55μM for 5-N-methylmaytenine were found. The compounds showed cytotoxic activity against two tumor cell lines (K562 and U937) with IC50 values ranging from 11.77 μM to 28.48 μM. The in vitro assays revealed that both alkaloids were non-toxic to Vero and human PBMC cells. As for the immunomodulatory activity, both compounds inhibited the production of IL-6 at similar levels. Stepharine inhibited considerably the production of IL-8 in comparison to 5-N-methylmaytenine, which showed a dose dependent action (inhibitory at the IC50 dose, and stimulatory at the twofold IC50 one). Such a behavior may possibly be explained by different binding modes of the alkaloids to the interleukin structural fragments. Occurrence of the polyamine alkaloid 5-N-methylmaytenine was reported for the first time for the Menispermaceae family, as well as the presence of stepharine in A. panurensis.
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Affiliation(s)
| | - Andrii Kyrylchuk
- Institute of Organic Chemistry, National Academy of Sciences (NAS), Kyiv, Ukraine
| | - Regiane Costa de Oliveira
- Post-Graduate Program in Hematology, University of the State of Amazonas (UEA), Manaus, Amazonas, Brazil
| | | | | | - Gemilson Soares Pontes
- Post-Graduate Program in Hematology, University of the State of Amazonas (UEA), Manaus, Amazonas, Brazil
- Laboratory of Virology, National Institute of Amazonian Research (INPA), Manaus, Amazonas, Brazil
| | - Felipe Moura Araújo da Silva
- Analytical Center –Multidisciplinary Support Center (CAM), Federal University of Amazonas (UFAM), Manaus, Amazonas, Brazil
| | | | - Andriy Grafov
- Department of Chemistry, University of Helsinki, Helsinki, Finland
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6
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Li J, Moumbock AFA, Günther S. Exploring Cocrystallized Aromatic Cage Binders to Target Histone Methylation Reader Proteins. J Chem Inf Model 2020; 60:5225-5233. [DOI: 10.1021/acs.jcim.0c00765] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Affiliation(s)
- Jianyu Li
- Institute of Pharmaceutical Sciences, Albert-Ludwigs-Universität Freiburg, Hermann-Herder-Straße 9, D-79104 Freiburg, Germany
| | - Aurélien F. A. Moumbock
- Institute of Pharmaceutical Sciences, Albert-Ludwigs-Universität Freiburg, Hermann-Herder-Straße 9, D-79104 Freiburg, Germany
| | - Stefan Günther
- Institute of Pharmaceutical Sciences, Albert-Ludwigs-Universität Freiburg, Hermann-Herder-Straße 9, D-79104 Freiburg, Germany
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7
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Acharyya A, Shin D, Troxler T, Gai F. Can glycine betaine denature proteins? Phys Chem Chem Phys 2020; 22:7794-7802. [PMID: 32242578 DOI: 10.1039/d0cp00397b] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
Abstract
Glycine betaine (GB) is a naturally occurring osmolyte that has been widely recognized as a protein protectant. Since GB consists of a methylated ammonium moiety, it can engage in strong cation-π interactions with aromatic amino acid sidechains. We hypothesize that such specific binding interactions would allow GB to decrease the stability of proteins that are predominantly stabilized by a cluster of aromatic amino acids. To test this hypothesis, we investigate the effect of GB on the stability of two β-hairpins (or mini-proteins) that contain such a cluster. We find that for both systems the stability of the folded state first decreases and then increases with increasing GB concentration. Such non-monotonic dependence not only confirms that GB can act as a protein denaturant, but also underscores the complex interplay between GB's stabilizing and destabilizing forces toward a given protein. While stabilizing osmolytes all have the tendency to be excluded from the protein surface which is the action underlying their stabilizing effect, our results suggest that in order to quantitatively assess the effect of GB on the stability of any given protein, specific cation-π binding interactions need to be explicitly considered. Moreover, our results show, consistent with other studies, that cation methylation can strengthen the respective cation-π interactions. Taken together, these findings provide new insight into the mechanism by which amino acid-based osmolytes interact with proteins.
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Affiliation(s)
- Arusha Acharyya
- Department of Chemistry, University of Pennsylvania, 231 South 34th Street, Philadelphia, Pennsylvania 19104, USA.
| | - Dayoung Shin
- Department of Chemistry, University of Pennsylvania, 231 South 34th Street, Philadelphia, Pennsylvania 19104, USA.
| | - Thomas Troxler
- Department of Chemistry, University of Pennsylvania, 231 South 34th Street, Philadelphia, Pennsylvania 19104, USA.
| | - Feng Gai
- Department of Chemistry, University of Pennsylvania, 231 South 34th Street, Philadelphia, Pennsylvania 19104, USA.
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8
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Fantozzi N, Pétuya R, Insuasty A, Long A, Lefevre S, Schmitt A, Robert V, Dutasta JP, Baraille I, Guy L, Genin E, Bégué D, Martinez A, Pinet S, Gosse I. A new fluorescent hemicryptophane for acetylcholine recognition with an unusual recognition mode. NEW J CHEM 2020. [DOI: 10.1039/d0nj02794d] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
The ammonium of the target interacts with the south part of the hemicryptophane probably because the cyclotriveratrylene's electronic density is altered by the extension of conjugation.
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9
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Gruber T. Synthetic Receptors for the Recognition and Discrimination of Post-Translationally Methylated Lysines. Chembiochem 2018; 19:2324-2340. [DOI: 10.1002/cbic.201800398] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2018] [Indexed: 12/13/2022]
Affiliation(s)
- Tobias Gruber
- School of Pharmacy; University of Lincoln; Joseph Banks Laboratories; Green Lane Lincoln LN6 7DL UK
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10
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Lolicato M, Arrigoni C, Mori T, Sekioka Y, Bryant C, Clark KA, Minor DL. K 2P2.1 (TREK-1)-activator complexes reveal a cryptic selectivity filter binding site. Nature 2017; 547:364-368. [PMID: 28693035 PMCID: PMC5778891 DOI: 10.1038/nature22988] [Citation(s) in RCA: 127] [Impact Index Per Article: 18.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2017] [Accepted: 05/12/2017] [Indexed: 12/11/2022]
Abstract
Polymodal K2P (KCNK) thermo- and mechanosensitive TREK1 potassium channels, generate ‘leak’ currents that regulate neuronal excitability, respond to lipids, temperature, and mechanical stretch, and influence pain, temperature perception, and anesthetic responses1–3. These dimeric voltage-gated ion channel (VGIC) superfamily members have a unique topology comprising two pore forming regions per subunit4–6. Contrasting other potassium channels, K2Ps use a selectivity filter ‘C-type’ gate7–10 as the principal gating site. Despite recent advances3,11,12, K2Ps suffer from a poor pharmacologic profile limiting mechanistic and biological studies. Here, we describe a new small molecule TREK activator class that directly stimulates the C-type gate by acting as molecular wedges that restrict interdomain interface movement behind the selectivity filter. Structures of K2P2.1(TREK-1) alone with two selective K2P2.1(TREK-1) and K2P10.1(TREK-2) activators, an N-aryl-sulfonamide, ML335, and a thiophene-carboxamide, ML402, define a cryptic binding pocket unlike other ion channel small molecule binding sites and, together with functional studies, identify a cation-π interaction that controls selectivity. Together, our data unveil a previously unknown, druggable K2P site that stabilizes the C-type gate ‘leak mode’ and provide direct evidence for K2P selectivity filter gating.
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Affiliation(s)
- Marco Lolicato
- Cardiovascular Research Institute, University of California, San Francisco, California 941158-9001, USA
| | - Cristina Arrigoni
- Cardiovascular Research Institute, University of California, San Francisco, California 941158-9001, USA
| | - Takahiro Mori
- Ono Pharmaceutical Co. Ltd, Mishima-Gun, Osaka 618-8585, Japan
| | - Yoko Sekioka
- Ono Pharmaceutical Co. Ltd, Mishima-Gun, Osaka 618-8585, Japan
| | - Clifford Bryant
- Small Molecule Discovery Center, University of California, San Francisco, California 93858-2330, USA
| | - Kimberly A Clark
- Cardiovascular Research Institute, University of California, San Francisco, California 941158-9001, USA
| | - Daniel L Minor
- Cardiovascular Research Institute, University of California, San Francisco, California 941158-9001, USA.,Departments of Biochemistry and Biophysics, and Cellular and Molecular Pharmacology, University of California, San Francisco, California 941158-9001, USA.,California Institute for Quantitative Biomedical Research, University of California, San Francisco, California 941158-9001, USA.,Kavli Institute for Fundamental Neuroscience, University of California, San Francisco, California 941158-9001, USA.,Molecular Biophysics and Integrated Bio-imaging Division, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
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11
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Pinheiro S, Soteras I, Gelpí JL, Dehez F, Chipot C, Luque FJ, Curutchet C. Structural and energetic study of cation–π–cation interactions in proteins. Phys Chem Chem Phys 2017; 19:9849-9861. [DOI: 10.1039/c6cp08448f] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Statistical and energetic analysis of cation–π–cation motifs in protein structures suggests a potential stabilizing role in the protein fold.
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Affiliation(s)
- Silvana Pinheiro
- Departament de Farmàcia i Tecnologia Farmacèutica i Fisicoquímica and Institut de Biomedicina (IBUB)
- Facultat de Farmàcia i Ciències de l'Alimentació
- Universitat de Barcelona
- Barcelona
- Spain
| | - Ignacio Soteras
- Departament de Nutrició, Ciències de l'Alimentació i Gastronomia and Institut de Biomedicina (IBUB)
- Facultat de Farmàcia i Ciències de l'Alimentació
- Universitat de Barcelona
- Santa Coloma de Gramenet
- Spain
| | - Josep Lluis Gelpí
- Departament de Bioquímica i Biomedicina Molecular
- Facultat de Biologia
- Universitat de Barcelona
- Spain
| | - François Dehez
- Laboratoire International Associé Centre National de la Recherche Scientifique et University of Illinois at Urbana – Champaign
- Unité Mixte de Recherche No. 7565
- Université de Lorraine
- Vandoeuvre-lès-Nancy cedex
- France
| | - Christophe Chipot
- Laboratoire International Associé Centre National de la Recherche Scientifique et University of Illinois at Urbana – Champaign
- Unité Mixte de Recherche No. 7565
- Université de Lorraine
- Vandoeuvre-lès-Nancy cedex
- France
| | - F. Javier Luque
- Departament de Nutrició, Ciències de l'Alimentació i Gastronomia and Institut de Biomedicina (IBUB)
- Facultat de Farmàcia i Ciències de l'Alimentació
- Universitat de Barcelona
- Santa Coloma de Gramenet
- Spain
| | - Carles Curutchet
- Departament de Farmàcia i Tecnologia Farmacèutica i Fisicoquímica and Institut de Biomedicina (IBUB)
- Facultat de Farmàcia i Ciències de l'Alimentació
- Universitat de Barcelona
- Barcelona
- Spain
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12
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Khan HM, Grauffel C, Broer R, MacKerell AD, Havenith RWA, Reuter N. Improving the Force Field Description of Tyrosine-Choline Cation-π Interactions: QM Investigation of Phenol-N(Me) 4+ Interactions. J Chem Theory Comput 2016; 12:5585-5595. [PMID: 27682345 PMCID: PMC5148683 DOI: 10.1021/acs.jctc.6b00654] [Citation(s) in RCA: 35] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Cation-π interactions between tyrosine amino acids and compounds containing N,N,N-trimethylethanolammonium (N(CH3)3) are involved in the recognition of histone tails by chromodomains and in the recognition of phosphatidylcholine (PC) phospholipids by membrane-binding proteins. Yet, the lack of explicit polarization or charge transfer effects in molecular mechanics force fields raises questions about the reliability of the representation of these interactions in biomolecular simulations. Here, we investigate the nature of phenol-tetramethylammonium (TMA) interactions using quantum mechanical (QM) calculations, which we also use to evaluate the accuracy of the additive CHARMM36 and Drude polarizable force fields in modeling tyrosine-choline interactions. We show that the potential energy surface (PES) obtained using SAPT2+/aug-cc-pVDZ compares well with the large basis-set CCSD(T) PES when TMA approaches the phenol ring perpendicularly. Furthermore, the SAPT energy decomposition reveals comparable contributions from electrostatics and dispersion in phenol-TMA interactions. We then compared the SAPT2+/aug-cc-pVDZ PES obtained along various approach directions to the corresponding PES obtained with CHARMM, and we show that the force field accurately reproduces the minimum distances while the interaction energies are underestimated. The use of the Drude polarizable force field significantly improves the interaction energies but decreases the agreement on distances at energy minima. The best agreement between force field and QM PES is obtained by modifying the Lennard-Jones terms for atom pairs involved in the phenol-TMA cation-π interactions. This is further shown to improve the correlation between the occupancy of tyrosine-choline cation-π interactions obtained from molecular dynamics simulations of a bilayer-bound bacterial phospholipase and experimental affinity data of the wild-type protein and selected mutants.
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Affiliation(s)
- Hanif M Khan
- Department of Molecular Biology, University of Bergen , N-5020 Bergen, Norway
- Computational Biology Unit, Department of Informatics, University of Bergen , N-5020 Bergen, Norway
| | - Cédric Grauffel
- Institute of Biomedical Sciences, Academia Sinica , Taipei 11529, Taiwan
| | | | - Alexander D MacKerell
- Department of Pharmaceutical Sciences, University of Maryland School of Pharmacy , Baltimore, Maryland 21201, United States
| | - Remco W A Havenith
- Ghent Quantum Chemistry Group, Department of Inorganic and Physical Chemistry, Ghent University , 9000 Ghent, Belgium
| | - Nathalie Reuter
- Department of Molecular Biology, University of Bergen , N-5020 Bergen, Norway
- Computational Biology Unit, Department of Informatics, University of Bergen , N-5020 Bergen, Norway
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13
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Wałęsa R, Man D, Engel G, Siodłak D, Kupka T, Ptak T, Broda MA. The Impact of Model Peptides on Structural and Dynamic Properties of Egg Yolk Lecithin Liposomes - Experimental and DFT Studies. Chem Biodivers 2015; 12:1007-24. [DOI: 10.1002/cbdv.201400179] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2014] [Indexed: 12/21/2022]
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14
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Hussain MA, Mahadevi AS, Sastry GN. Estimating the binding ability of onium ions with CO2 and π systems: a computational investigation. Phys Chem Chem Phys 2015; 17:1763-75. [DOI: 10.1039/c4cp03434a] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
The impact of increasing methyl substitution on onium ions in their complexes with CO2 and aromatic systems has been analyzed using DFT calculations.
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Affiliation(s)
- M. Althaf Hussain
- Center for Molecular Modeling
- Indian Institute of Chemical Technology
- Hyderabad 500607
- India
| | - A. Subha Mahadevi
- Center for Molecular Modeling
- Indian Institute of Chemical Technology
- Hyderabad 500607
- India
| | - G. Narahari Sastry
- Center for Molecular Modeling
- Indian Institute of Chemical Technology
- Hyderabad 500607
- India
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