1
|
McGrane SJ, Gibbs M, Hernangomez de Alvaro C, Dunlop N, Winnig M, Klebansky B, Waller D. Umami taste perception and preferences of the domestic cat (Felis catus), an obligate carnivore. Chem Senses 2023; 48:bjad026. [PMID: 37551788 PMCID: PMC10468298 DOI: 10.1093/chemse/bjad026] [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: 09/12/2022] [Indexed: 08/09/2023] Open
Abstract
The domestic cat (Felis catus) is an obligate carnivore, and as such has a meat-based diet. Several studies on the taste perception of cats have been reported, indicating that their sense of taste has evolved based on their carnivorous diet. Here, we propose that umami (mediated by Tas1r1-Tas1r3) is the main appetitive taste modality for the domestic cat by characterizing the umami taste of a range of nucleotides, amino acids, and their mixtures for cats obtained using complementary methods. We show for the first time that cats express Tas1r1 in taste papillae. The cat umami receptor responds to a range of nucleotides as agonists, with the purine nucleotides having the highest activity. Their umami receptor does not respond to any amino acids alone; however, 11 l-amino acids with a range of chemical characteristics act as enhancers in combination with a nucleotide. l-Glutamic acid and l-Aspartic acid are not active as either agonists or enhancers of the cat umami receptor due to changes in key binding residues at positions 170 and 302. Overall, cats have an appetitive behavioral response for nucleotides, l-amino acids, and their mixtures. We postulate that the renowned palatability of tuna for cats may be due, at least in part, to its specific combination of high levels of inosine monophosphate and free l-Histidine that produces a strong synergistic umami taste enhancement. These results demonstrate the critical role that the umami receptor plays in enabling cats to detect key taste compounds present in meat.
Collapse
Affiliation(s)
- Scott J McGrane
- Waltham Petcare Science Institute, Freeby Lane, Waltham-on-the-Wolds, Melton Mowbray, Leicestershire LE14 4RT, United Kingdom
| | - Matthew Gibbs
- Waltham Petcare Science Institute, Freeby Lane, Waltham-on-the-Wolds, Melton Mowbray, Leicestershire LE14 4RT, United Kingdom
| | - Carlos Hernangomez de Alvaro
- Waltham Petcare Science Institute, Freeby Lane, Waltham-on-the-Wolds, Melton Mowbray, Leicestershire LE14 4RT, United Kingdom
| | - Nicola Dunlop
- Waltham Petcare Science Institute, Freeby Lane, Waltham-on-the-Wolds, Melton Mowbray, Leicestershire LE14 4RT, United Kingdom
| | - Marcel Winnig
- AXXAM GmbH, Byk-Gulden Str.2, 78467 Constance, Germany
| | - Boris Klebansky
- BioPredict, Inc., 4 Adele Avenue, Demarest, NJ 07627, United States
| | - Daniel Waller
- Waltham Petcare Science Institute, Freeby Lane, Waltham-on-the-Wolds, Melton Mowbray, Leicestershire LE14 4RT, United Kingdom
| |
Collapse
|
2
|
Russo G, Vallaro M, Cappelli L, Anderson S, Ermondi G, Caron G. Characterization of the new Celeris TM Arginine column: Retentive behaviour through a combination of chemometric tools and potential in drug analysis. J Chromatogr A 2021; 1651:462316. [PMID: 34139386 DOI: 10.1016/j.chroma.2021.462316] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 05/31/2021] [Accepted: 06/01/2021] [Indexed: 12/24/2022]
Abstract
CelerisTM Arginine (ARG) is a mixed-mode stationary phase recently released on the market. To characterize its analytical behavior, the retention factors of a pool (n=100, of which 36 neutrals, 26 acids and 38 bases) of pharmaceutically relevant compounds have been measured on this phase over eight percentages (from 10 to 90% v/v) of acetonitrile (MeCN) as organic modifier. The ARG phase exhibited enhanced affinity for the molecules that are in their anionic form at the experimental pH, whilst basic compounds, albeit over a wide range of lipophilicity and pKa values, were on average poorly retained. To dissect the separation mechanism of the ARG phase, the overall analytical retention has been deconvoluted into the individual contributions of intermolecular forces by a QSPR/ Partial Least Square (PLS)/Block Relevance (BR) analysis tool recently developed by us. For the neutrals, the most relevant blocks were found to be Size, describing the interaction due to the dimension of the molecule, and O, representing the solute's hydrogen bond donor properties. The change in sign from positive to negative of the Size block, which occurs between 10% and 20% MeCN, allowed to visually appreciate the switch in the separation mode from reversed phase to normal phase. Some good statistic models for rationalizing the analytical behaviour of neutrals were developed from VS+ descriptors. However, their performance in modelling the analytical retention of acids was substandard, probably due to the intrinsic inefficacy of VS+ descriptors in handling electric charges. This instance was addressed by a complimentary MLR strategy, which led to successfully model the retention of acids on the ARG column and to shed light into their retention mechanism, which seemed to be substantially driven by electrostatics.
Collapse
Affiliation(s)
- Giacomo Russo
- School of Applied Sciences, Sighthill Campus, Edinburgh Napier University, 9 Sighthill Ct, EH11 4BN Edinburgh, United Kingdom
| | - Maura Vallaro
- CASSMedChem Research Group, Molecular Biotechnology and Health Sciences Department, University of Turin, Italy
| | - Luca Cappelli
- CASSMedChem Research Group, Molecular Biotechnology and Health Sciences Department, University of Turin, Italy
| | - Scott Anderson
- Regis Technologies Inc., 8210 Austin Ave, Morton Grove IL, 60053, USA
| | - Giuseppe Ermondi
- CASSMedChem Research Group, Molecular Biotechnology and Health Sciences Department, University of Turin, Italy
| | - Giulia Caron
- CASSMedChem Research Group, Molecular Biotechnology and Health Sciences Department, University of Turin, Italy.
| |
Collapse
|
3
|
Laffitte A, Gibbs M, Hernangomez de Alvaro C, Addison J, Lonsdale ZN, Giribaldi MG, Rossignoli A, Vennegeerts T, Winnig M, Klebansky B, Skiles J, Logan DW, McGrane SJ. Kokumi taste perception is functional in a model carnivore, the domestic cat (Felis catus). Sci Rep 2021; 11:10527. [PMID: 34006911 PMCID: PMC8131363 DOI: 10.1038/s41598-021-89558-w] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Accepted: 04/28/2021] [Indexed: 01/03/2023] Open
Abstract
Kokumi taste is a well-accepted and characterised taste modality and is described as a sensation of enhancement of sweet, salty, and umami tastes. The Calcium Sensing Receptor (CaSR) has been designated as the putative kokumi taste receptor for humans, and a number of kokumi-active ligands of CaSR have been discovered recently with activity confirmed both in vivo and in vitro. Domestic cats (Felis catus) are obligate carnivores and accordingly, their diet is abundant in proteins, peptides, and amino acids. We hypothesised that CaSR is a key taste receptor for carnivores, due to its role in the detection of different peptides and amino acids in other species. Using in silico, in vitro and in vivo approaches, here we compare human CaSR to that of a model carnivore, the domestic cat. We found broad similarities in ligand specificity, but differences in taste sensitivity between the two species. Indeed our in vivo data shows that cats are sensitive to CaCl2 as a kokumi compound, but don't show this same activity with Glutathione, whereas for humans the reverse is true. Collectively, our data suggest that kokumi is an important taste modality for carnivores that drives the palatability of meat-derived compounds such as amino acids and peptides, and that there are differences in the perception of kokumi taste between carnivores and omnivores.
Collapse
Affiliation(s)
- A Laffitte
- WALTHAM Petcare Science Institute, Freeby Lane, Waltham on the Wolds, Melton Mowbray, Leicestershire, LE14 4RT, UK
| | - M Gibbs
- WALTHAM Petcare Science Institute, Freeby Lane, Waltham on the Wolds, Melton Mowbray, Leicestershire, LE14 4RT, UK
| | - C Hernangomez de Alvaro
- WALTHAM Petcare Science Institute, Freeby Lane, Waltham on the Wolds, Melton Mowbray, Leicestershire, LE14 4RT, UK
| | - J Addison
- WALTHAM Petcare Science Institute, Freeby Lane, Waltham on the Wolds, Melton Mowbray, Leicestershire, LE14 4RT, UK
| | - Z N Lonsdale
- WALTHAM Petcare Science Institute, Freeby Lane, Waltham on the Wolds, Melton Mowbray, Leicestershire, LE14 4RT, UK
| | - M G Giribaldi
- IMAX Discovery GmbH, Otto-Hahn-Straße 15, 44227, Dortmund, Germany.,AXXAM S.p.A., OpenZone, Via Meucci 3, 20091, Bresso, Milan, Italy
| | - A Rossignoli
- IMAX Discovery GmbH, Otto-Hahn-Straße 15, 44227, Dortmund, Germany.,AXXAM S.p.A., OpenZone, Via Meucci 3, 20091, Bresso, Milan, Italy
| | - T Vennegeerts
- IMAX Discovery GmbH, Otto-Hahn-Straße 15, 44227, Dortmund, Germany.,AXXAM S.p.A., OpenZone, Via Meucci 3, 20091, Bresso, Milan, Italy
| | - M Winnig
- IMAX Discovery GmbH, Otto-Hahn-Straße 15, 44227, Dortmund, Germany.,AXXAM S.p.A., OpenZone, Via Meucci 3, 20091, Bresso, Milan, Italy
| | - B Klebansky
- BioPredict, Inc., 4 Adele Avenue, Demarest, NJ, 07627, USA
| | - J Skiles
- BioPredict, Inc., 4 Adele Avenue, Demarest, NJ, 07627, USA.,Valis Pharma, Ins., 545 Bonair Way, La Jolla, CA, 92037, USA
| | - D W Logan
- WALTHAM Petcare Science Institute, Freeby Lane, Waltham on the Wolds, Melton Mowbray, Leicestershire, LE14 4RT, UK
| | - S J McGrane
- WALTHAM Petcare Science Institute, Freeby Lane, Waltham on the Wolds, Melton Mowbray, Leicestershire, LE14 4RT, UK.
| |
Collapse
|
4
|
Cetuk H, Anishkin A, Scott AJ, Rempe SB, Ernst RK, Sukharev S. Partitioning of Seven Different Classes of Antibiotics into LPS Monolayers Supports Three Different Permeation Mechanisms through the Outer Bacterial Membrane. LANGMUIR : THE ACS JOURNAL OF SURFACES AND COLLOIDS 2021; 37:1372-1385. [PMID: 33449700 DOI: 10.1021/acs.langmuir.0c02652] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
The outer membrane (OM) of Gram-negative (G-) bacteria presents a barrier for many classes of antibacterial agents. Lipopolysaccharide (LPS), present in the outer leaflet of the OM, is stabilized by divalent cations and is considered to be the major impediment for antibacterial agent permeation. However, the actual affinities of major antibiotic classes toward LPS have not yet been determined. In the present work, we use Langmuir monolayers formed from E. coli Re and Rd types of LPS to record pressure-area isotherms in the presence of antimicrobial agents. Our observations suggest three general types of interactions. First, some antimicrobials demonstrated no measurable interactions with LPS. This lack of interaction in the case of cefsulodin, a third-generation cephalosporin antibiotic, correlates with its low efficacy against G- bacteria. Ampicillin and ciprofloxacin also show no interactions with LPS, but in contrast to cefsulodin, both exhibit good efficacy against G- bacteria, indicating permeation through common porins. Second, we observe substantial intercalation of the more hydrophobic antibiotics, novobiocin, rifampicin, azithromycin, and telithromycin, into relaxed LPS monolayers. These largely repartition back to the subphase with monolayer compression. We find that the hydrophobic area, charge, and dipole all show correlations with both the mole fraction of antibiotic retained in the monolayer at the monolayer-bilayer equivalence pressure and the efficacies of these antibiotics against G- bacteria. Third, amine-rich gentamicin and the cationic antimicrobial peptides polymyxin B and colistin show no hydrophobic insertion but are instead strongly driven into the polar LPS layer by electrostatic interactions in a pressure-independent manner. Their intercalation stably increases the area per molecule (by up to 20%), which indicates massive formation of defects in the LPS layer. These defects support a self-promoted permeation mechanism of these antibiotics through the OM, which explains the high efficacy and specificity of these antimicrobials against G- bacteria.
Collapse
Affiliation(s)
- Hannah Cetuk
- Biology Department, University of Maryland, College Park, Maryland 20742, United States
| | - Andriy Anishkin
- Biology Department, University of Maryland, College Park, Maryland 20742, United States
| | - Alison J Scott
- Department of Microbial Pathogenesis, University of Maryland, Baltimore, Baltimore Maryland 21201, United States
| | - Susan B Rempe
- Center for Chemical, Biological, Radiation, and Nuclear Defense and Energy Technology, Sandia National Laboratories, Albuquerque, New Mexico 87185, United States
| | - Robert K Ernst
- Department of Microbial Pathogenesis, University of Maryland, Baltimore, Baltimore Maryland 21201, United States
| | - Sergei Sukharev
- Biology Department, University of Maryland, College Park, Maryland 20742, United States
| |
Collapse
|
5
|
Into the first biomimetic sphingomyelin stationary phase: Suitability in drugs’ biopharmaceutic profiling and block relevance analysis of selectivity. Eur J Pharm Sci 2021; 156:105585. [DOI: 10.1016/j.ejps.2020.105585] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 09/24/2020] [Accepted: 10/02/2020] [Indexed: 11/22/2022]
|
6
|
Dai X, Sun Y, Zhang T, Ming Y, Hongwei G. An overview on natural farnesyltransferase inhibitors for efficient cancer therapy. J Enzyme Inhib Med Chem 2020; 35:1027-1044. [PMID: 32308053 PMCID: PMC7191900 DOI: 10.1080/14756366.2020.1732366] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/15/2019] [Revised: 01/11/2020] [Accepted: 02/09/2020] [Indexed: 12/21/2022] Open
Abstract
As one of the world's five terminally ills, tumours can cause important genetic dysfunction. However, some current medicines for tumours usually have strong toxic side effects and are prone to drug resistance. Studies have found that farnesyltransferase inhibitors (FTIs) extracted from natural materials have a good inhibiting ability on tumours with fewer side effects. This article describes several FTIs extracted from natural materials and clarifies the current research progress, which provides a new choice for the treatment of tumours.
Collapse
Affiliation(s)
- Xiaohan Dai
- School of Life Science, Ludong University, Yantai, Shandong, China
| | - Yingni Sun
- School of Life Science, Ludong University, Yantai, Shandong, China
| | - Ting Zhang
- School of Life Science, Ludong University, Yantai, Shandong, China
| | - Yongfei Ming
- School of Life Science, Ludong University, Yantai, Shandong, China
| | - Gao Hongwei
- School of Life Science, Ludong University, Yantai, Shandong, China
| |
Collapse
|
7
|
Li JL, Zhou LM, Gao MQ, Huang ZQ, Liu XL, Zhu XL, Yang GF. Design, synthesis, and fungicidal evaluation of novel oxysterol binding protein inhibitors for combatting resistance associated with oxathiapiprolin. PESTICIDE BIOCHEMISTRY AND PHYSIOLOGY 2020; 169:104673. [PMID: 32828378 DOI: 10.1016/j.pestbp.2020.104673] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Revised: 07/26/2020] [Accepted: 07/29/2020] [Indexed: 06/11/2023]
Abstract
Oxathiapiprolin, the first successful oxysterol binding protein (OSBP) inhibitor for oomycete control, is regarded as an important milestone in the history of fungicide discovery. However, its interaction with OSBP remain unclear. Moreover, some plant pathogenic oomycetes have developed medium to high resistance to oxathiapiprolin. In this paper, the three-dimensional (3D) structure of OSBP from Phytophthora capsici (pcOSBP) was built, and its interaction with oxathiapiprolin was systematically investigated by integrating molecular docking, molecular dynamics simulations, and molecular mechanics Poisson-Boltzmann surface area (MM/PBSA) calculations. The computational results showed that oxathiapiprolin bound to pcOSBP forms H-bonds with Leu73, Lys74, Ser69, and water molecules. Then, based on its interaction with pcOSBP, oxathiapiprolin was structurally modified to discover new analogs with high fungicidal activity and a low risk of resistance. Fortunately, compound 1e was successfully designed and synthesized as the most potent candidate, and it showed a much lower resistance risk (RF < 1) against LP3-M and LP3-H in P. capsici. The present work indicated that the piperidinyl-thiazole-isoxazoline moiety is useful for further optimization. Furthermore, compound 1e could be used as a lead compound for the discovery of new OSBP inhibitors.
Collapse
Affiliation(s)
- Jian-Long Li
- Key Laboratory of Pesticide & Chemical Biology of Ministry of Education, International Joint Research Center for Intelligent Biosensor Technology and Health of Ministry of Science and Technology, Central China Normal University, Wuhan 430079, People's Republic of China
| | - Li-Ming Zhou
- Key Laboratory of Pesticide & Chemical Biology of Ministry of Education, International Joint Research Center for Intelligent Biosensor Technology and Health of Ministry of Science and Technology, Central China Normal University, Wuhan 430079, People's Republic of China
| | - Meng-Qi Gao
- Key Laboratory of Pesticide & Chemical Biology of Ministry of Education, International Joint Research Center for Intelligent Biosensor Technology and Health of Ministry of Science and Technology, Central China Normal University, Wuhan 430079, People's Republic of China
| | - Zhong-Qiao Huang
- Department of Plant Pathology, China Agricultural University, Beijing 100193, People's Republic of China
| | - Xi-Li Liu
- Department of Plant Pathology, China Agricultural University, Beijing 100193, People's Republic of China
| | - Xiao-Lei Zhu
- Key Laboratory of Pesticide & Chemical Biology of Ministry of Education, International Joint Research Center for Intelligent Biosensor Technology and Health of Ministry of Science and Technology, Central China Normal University, Wuhan 430079, People's Republic of China.
| | - Guang-Fu Yang
- Key Laboratory of Pesticide & Chemical Biology of Ministry of Education, International Joint Research Center for Intelligent Biosensor Technology and Health of Ministry of Science and Technology, Central China Normal University, Wuhan 430079, People's Republic of China; Collaborative Innovation Center of Chemical Science and Engineering, Tianjin 300071, People's Republic of China.
| |
Collapse
|
8
|
Russo G, Barbato F, Grumetto L, Philippe L, Lynen F, Goetz GH. Entry of therapeutics into the brain: Influence of exposed polarity calculated in silico and measured in vitro by supercritical fluid chromatography. Int J Pharm 2019; 560:294-305. [DOI: 10.1016/j.ijpharm.2019.02.008] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/09/2018] [Revised: 01/18/2019] [Accepted: 02/08/2019] [Indexed: 12/23/2022]
|
9
|
Prediction of the Formation of Reactive Metabolites by A Novel Classifier Approach Based on Enrichment Factor Optimization (EFO) as Implemented in the VEGA Program. Molecules 2018; 23:molecules23112955. [PMID: 30428514 PMCID: PMC6278469 DOI: 10.3390/molecules23112955] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2018] [Revised: 11/08/2018] [Accepted: 11/09/2018] [Indexed: 12/22/2022] Open
Abstract
The study is aimed at developing linear classifiers to predict the capacity of a given substrate to yield reactive metabolites. While most of the hitherto reported predictive models are based on the occurrence of known structural alerts (e.g., the presence of toxophoric groups), the present study is focused on the generation of predictive models involving linear combinations of physicochemical and stereo-electronic descriptors. The development of these models is carried out by using a novel classification approach based on enrichment factor optimization (EFO) as implemented in the VEGA suite of programs. The study took advantage of metabolic data as collected by manually curated analysis of the primary literature and published in the years 2004⁻2009. The learning set included 977 substrates among which 138 compounds yielded reactive first-generation metabolites, plus 212 substrates generating reactive metabolites in all generations (i.e., metabolic steps). The results emphasized the possibility of developing satisfactory predictive models especially when focusing on the first-generation reactive metabolites. The extensive comparison of the classifier approach presented here using a set of well-known algorithms implemented in Weka 3.8 revealed that the proposed EFO method compares with the best available approaches and offers two relevant benefits since it involves a limited number of descriptors and provides a score-based probability thus allowing a critical evaluation of the obtained results. The last analyses on non-cheminformatics UCI datasets emphasize the general applicability of the EFO approach, which conveniently performs using both balanced and unbalanced datasets.
Collapse
|
10
|
Russo G, Grumetto L, Szucs R, Barbato F, Lynen F. Screening therapeutics according to their uptake across the blood-brain barrier: A high throughput method based on immobilized artificial membrane liquid chromatography-diode-array-detection coupled to electrospray-time-of-flight mass spectrometry. Eur J Pharm Biopharm 2018; 127:72-84. [PMID: 29427629 DOI: 10.1016/j.ejpb.2018.02.004] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2017] [Revised: 02/03/2018] [Accepted: 02/05/2018] [Indexed: 01/29/2023]
Abstract
The Blood-Brain Barrier (BBB) plays an essential role in protecting the brain tissues against possible injurious substances. In the present work, 79 neutral, basic, acidic and amphoteric structurally unrelated analytes were considered and their chromatographic retention coefficients on immobilized artificial membrane (IAM) stationary phase were determined employing a mass spectrometry (MS)-compatible buffer based on ammonium acetate. Their BBB passage predictive strength was evaluated and the statistical models based on IAM indexes and in silico physico-chemical descriptors showed solid statistics (r2 (n - 1) = 0.78). The predictive strength of the indexes achieved by the MS-compatible method was comparable to that achieved by employing the more "biomimetic" Dulbecco's phosphate buffered saline, even if some differences in the elution order were observed. The method was transferred to the MS, employing a diode-array-detection coupled to an electrospray ionization source and a time-of-flight analyzer. This setup allowed the simultaneous analysis of up to eight analytes, yielding a remarkable acceleration of the analysis time.
Collapse
Affiliation(s)
- Giacomo Russo
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281, S4-bis, B-9000 Gent, Belgium; Department of Pharmacy, School of Medicine and Surgery, University of Naples Federico II, Via D. Montesano, 49, I-80131 Naples, Italy
| | - Lucia Grumetto
- Department of Pharmacy, School of Medicine and Surgery, University of Naples Federico II, Via D. Montesano, 49, I-80131 Naples, Italy
| | - Roman Szucs
- Pfizer Global R&D, Sandwich CT13 9NJ, Kent, United Kingdom
| | - Francesco Barbato
- Department of Pharmacy, School of Medicine and Surgery, University of Naples Federico II, Via D. Montesano, 49, I-80131 Naples, Italy
| | - Frederic Lynen
- Separation Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281, S4-bis, B-9000 Gent, Belgium.
| |
Collapse
|
11
|
Russo G, Grumetto L, Szucs R, Barbato F, Lynen F. Determination of in Vitro and in Silico Indexes for the Modeling of Blood–Brain Barrier Partitioning of Drugs via Micellar and Immobilized Artificial Membrane Liquid Chromatography. J Med Chem 2017; 60:3739-3754. [DOI: 10.1021/acs.jmedchem.6b01811] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Giacomo Russo
- Separation
Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281, S4-bis, B-9000 Gent, Belgium
- Dipartimento
di Farmacia, Università degli Studi di Napoli Federico II, Via D. Montesano, 49, I-80131 Naples, Italy
| | - Lucia Grumetto
- Dipartimento
di Farmacia, Università degli Studi di Napoli Federico II, Via D. Montesano, 49, I-80131 Naples, Italy
| | - Roman Szucs
- Pfizer Global R&D, Sandwich CT13 9NJ, Kent, United Kingdom
| | - Francesco Barbato
- Dipartimento
di Farmacia, Università degli Studi di Napoli Federico II, Via D. Montesano, 49, I-80131 Naples, Italy
| | - Frederic Lynen
- Separation
Science Group, Department of Organic and Macromolecular Chemistry, Ghent University, Krijgslaan 281, S4-bis, B-9000 Gent, Belgium
| |
Collapse
|
12
|
Russo G, Grumetto L, Barbato F, Vistoli G, Pedretti A. Prediction and mechanism elucidation of analyte retention on phospholipid stationary phases (IAM-HPLC) by in silico calculated physico-chemical descriptors. Eur J Pharm Sci 2017; 99:173-184. [DOI: 10.1016/j.ejps.2016.11.026] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2016] [Revised: 11/09/2016] [Accepted: 11/28/2016] [Indexed: 11/26/2022]
|
13
|
Musazzi UM, Matera C, Dallanoce C, Vacondio F, De Amici M, Vistoli G, Cilurzo F, Minghetti P. On the selection of an opioid for local skin analgesia: Structure-skin permeability relationships. Int J Pharm 2015; 489:177-85. [PMID: 25934430 DOI: 10.1016/j.ijpharm.2015.04.071] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2015] [Revised: 04/21/2015] [Accepted: 04/25/2015] [Indexed: 11/26/2022]
Abstract
Recent studies demonstrated that post-herpetical and inflammatory pain can be locally managed by morphine gels, empirically chosen. Aiming to rationalize the selection of the most suitable opioid for the cutaneous delivery, we studied the in vitro penetration through human epidermis of eight opioids, evidencing the critical modifications of the morphinan core. Log P, log D, solid-state features and solubility were determined. Docking simulations were performed using supramolecular assembly made of ceramide VI. The modifications on position 3 of the morphinan core resulted the most relevant in determining both physicochemical characteristics and diffusion pattern. The 3-methoxy group weakened the cohesiveness of the crystal lattice structure and increased the permeation flux (J). Computational studies emphasized that, while permeation is essentially controlled by molecule apolarity, skin retention depends on a fine balance of polar and apolar molecular features. Moreover, ChemPLP scoring the interactions between the opioids and ceramide, correlated with both the amount retained into the epidermis (Qret) and J. The balance of the skin penetration properties and the affinity potency for μ-receptors evidenced hydromorphone as the most suitable compound for the induction of local analgesia.
Collapse
Affiliation(s)
- Umberto M Musazzi
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via L. Mangiagalli 25, 20133 Milano, Italy
| | - Carlo Matera
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via L. Mangiagalli 25, 20133 Milano, Italy
| | - Clelia Dallanoce
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via L. Mangiagalli 25, 20133 Milano, Italy
| | - Federica Vacondio
- Department of Pharmacy, Università degli Studi di Parma, Parco Area delle Scienze 27/A, 43124 Parma, Italy
| | - Marco De Amici
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via L. Mangiagalli 25, 20133 Milano, Italy
| | - Giulio Vistoli
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via L. Mangiagalli 25, 20133 Milano, Italy
| | - Francesco Cilurzo
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via L. Mangiagalli 25, 20133 Milano, Italy.
| | - Paola Minghetti
- Department of Pharmaceutical Sciences, Università degli Studi di Milano, Via L. Mangiagalli 25, 20133 Milano, Italy
| |
Collapse
|
14
|
Shen M, Pan P, Li Y, Li D, Yu H, Hou T. Farnesyltransferase and geranylgeranyltransferase I: structures, mechanism, inhibitors and molecular modeling. Drug Discov Today 2014; 20:267-76. [PMID: 25450772 DOI: 10.1016/j.drudis.2014.10.002] [Citation(s) in RCA: 39] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Revised: 09/13/2014] [Accepted: 10/09/2014] [Indexed: 12/21/2022]
Abstract
Farnesyltransferase (FTase) and geranylgeranyltransferase type I (GGTase-I) have crucial roles in the post-translational modifications of Ras proteins and, therefore, they are promising therapeutic targets for the treatment of various Ras-induced cancers and several other kinds of diseases. In this review, we provide an overview of the structures and biological functions of FTase and GGTase-I. Then, we summarize the typical inhibitors of FTase and GGTase-I, and highlight the drug candidates in clinical trials. In addition, we survey some recent advances in computer-aided drug design (CADD) and molecular modeling studies of FTase and GGTase-I.
Collapse
Affiliation(s)
- Mingyun Shen
- Institute of Functional Nano and Soft Materials (FUNSOM), Soochow University, Suzhou, Jiangsu 215123, China; College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
| | - Peichen Pan
- Institute of Functional Nano and Soft Materials (FUNSOM), Soochow University, Suzhou, Jiangsu 215123, China; College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
| | - Youyong Li
- Institute of Functional Nano and Soft Materials (FUNSOM), Soochow University, Suzhou, Jiangsu 215123, China
| | - Dan Li
- College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China
| | - Huidong Yu
- Crystal Pharmatech, 707 Alexander Road Building 2, Suite 208, Princeton, NJ 08540, USA.
| | - Tingjun Hou
- Institute of Functional Nano and Soft Materials (FUNSOM), Soochow University, Suzhou, Jiangsu 215123, China; College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, Zhejiang 310058, China.
| |
Collapse
|
15
|
Ru Q, Fadda HM, Li C, Paul D, Khaw PT, Brocchini S, Zloh M. Molecular dynamic simulations of ocular tablet dissolution. J Chem Inf Model 2013; 53:3000-8. [PMID: 24073784 DOI: 10.1021/ci4002348] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Small tablets for implantation into the subconjunctival space in the eye are being developed to inhibit scarring after glaucoma filtration surgery (GFS). There is a need to evaluate drug dissolution at the molecular level to determine how the chemical structure of the active may correlate with dissolution in the nonsink conditions of the conjunctival space. We conducted molecular dynamics simulations to study the dissolution process of tablets derived from two drugs that can inhibit fibrosis after GFS, 5-fluorouracil (5-FU) and the matrix metalloprotease inhibitor (MMPi), ilomastat. The dissolution was simulated in the presence of simple point charge (SPC) water molecules, and the liquid turnover of the aqueous humor in the subconjunctival space was simulated by removal of the dissolved drug molecules at regular intervals and replacement by new water molecules. At the end of the simulation, the total molecular solvent accessible surface area of 5-FU tablets increased by 60 times more than that of ilomastat as a result of tablet swelling and release of molecules into solution. The tablet dissolution pattern shown in our molecular dynamic simulations tends to correlate with experimental release profiles. This work indicates that a series of molecular dynamic simulations can be used to predict the influence of the molecular properties of a drug on its dissolution profile and could be useful during preformulation where sufficient amounts of the drug are not always available to perform dissolution studies.
Collapse
Affiliation(s)
- Qian Ru
- UCL School of Pharmacy , 29/39 Brunswick Square, London WC1N 1AX, United Kingdom
| | | | | | | | | | | | | |
Collapse
|
16
|
Kubrycht J, Sigler K, Souček P. Virtual interactomics of proteins from biochemical standpoint. Mol Biol Int 2012; 2012:976385. [PMID: 22928109 PMCID: PMC3423939 DOI: 10.1155/2012/976385] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2012] [Revised: 05/18/2012] [Accepted: 05/18/2012] [Indexed: 12/24/2022] Open
Abstract
Virtual interactomics represents a rapidly developing scientific area on the boundary line of bioinformatics and interactomics. Protein-related virtual interactomics then comprises instrumental tools for prediction, simulation, and networking of the majority of interactions important for structural and individual reproduction, differentiation, recognition, signaling, regulation, and metabolic pathways of cells and organisms. Here, we describe the main areas of virtual protein interactomics, that is, structurally based comparative analysis and prediction of functionally important interacting sites, mimotope-assisted and combined epitope prediction, molecular (protein) docking studies, and investigation of protein interaction networks. Detailed information about some interesting methodological approaches and online accessible programs or databases is displayed in our tables. Considerable part of the text deals with the searches for common conserved or functionally convergent protein regions and subgraphs of conserved interaction networks, new outstanding trends and clinically interesting results. In agreement with the presented data and relationships, virtual interactomic tools improve our scientific knowledge, help us to formulate working hypotheses, and they frequently also mediate variously important in silico simulations.
Collapse
Affiliation(s)
- Jaroslav Kubrycht
- Department of Physiology, Second Medical School, Charles University, 150 00 Prague, Czech Republic
| | - Karel Sigler
- Laboratory of Cell Biology, Institute of Microbiology, Academy of Sciences of the Czech Republic, 142 20 Prague, Czech Republic
| | - Pavel Souček
- Toxicogenomics Unit, National Institute of Public Health, 100 42 Prague, Czech Republic
| |
Collapse
|
17
|
Dalsgaard PW, Petersen BO, Duus JØ, Zidorn C, Frisvad JC, Christophersen C, Larsen TO. Atlantinone A, a Meroterpenoid Produced by Penicillium ribeum and Several Cheese Associated Penicillium Species. Metabolites 2012; 2:214-20. [PMID: 24957375 PMCID: PMC3901203 DOI: 10.3390/metabo2010214] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2011] [Revised: 12/30/2011] [Accepted: 02/10/2012] [Indexed: 01/03/2023] Open
Abstract
Atlantinone A has been isolated from the psychrotolerant fungus Penicillium ribeum. The exact structure of the compound was confirmed by mass spectrometric and 1- and 2D NMR experiments. Atlantinone A was originally only produced upon chemical epigenetic manipulation of P. hirayamae, however in this study the compound was found to be produced at standard growth conditions by the following species; P. solitum, P. discolor, P. commune, P. caseifulvum, P. palitans, P. novae-zeelandiae and P. monticola. A biosynthetic pathway to atlantinone A starting from andrastin A is proposed.
Collapse
Affiliation(s)
- Petur W Dalsgaard
- Department of Forensic Medicine, University of Copenhagen, Frederik V's Vej 11, DK-2100 Copenhagen, Denmark
| | - Bent O Petersen
- Carlsberg Laboratory, Gamle Carlsbergvej 10, DK-2500 Valby, Denmark
| | | | - Christian Zidorn
- Institut für Pharmazie, Leopold-Franzens-Universität, Innrain 52, A-6020 Innsbruck, Austria
| | - Jens C Frisvad
- Center for Microbial Biotechnology, DTU Systems Biology, Building 221, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark
| | - Carsten Christophersen
- Department of Chemistry, University of Copenhagen, Universitetsparken 5, DK-2100 Copenhagen, Denmark
| | - Thomas O Larsen
- Center for Microbial Biotechnology, DTU Systems Biology, Building 221, Technical University of Denmark, DK-2800 Kgs. Lyngby, Denmark.
| |
Collapse
|
18
|
Screening of fibrillogenesis inhibitors of β2-microglobulin: Integrated strategies by mass spectrometry capillary electrophoresis and in silico simulations. Anal Chim Acta 2011; 685:153-61. [DOI: 10.1016/j.aca.2010.11.025] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2010] [Revised: 11/10/2010] [Accepted: 11/11/2010] [Indexed: 11/18/2022]
|
19
|
Validated models for predicting skin penetration from different vehicles. Eur J Pharm Sci 2010; 41:612-6. [DOI: 10.1016/j.ejps.2010.08.014] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2010] [Revised: 08/10/2010] [Accepted: 08/28/2010] [Indexed: 10/19/2022]
|
20
|
Regazzoni L, Bertoletti L, Vistoli G, Colombo R, Aldini G, Serra M, Carini M, Caccialanza G, De Lorenzi E. A combined high-resolution mass spectrometric and in silico approach for the characterisation of small ligands of beta2-microglobulin. ChemMedChem 2010; 5:1015-25. [PMID: 20544784 DOI: 10.1002/cmdc.201000082] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Abstract
Beta(2)-microglobulin (beta(2)-m) is a protein responsible for a severe complication of long-term hemodialysis, known as dialysis-related amyloidosis, in which initial beta(2)-m misfolding leads to amyloid fibril deposition, mainly in the skeletal tissue. Whereas much attention is paid to understanding the complex mechanism of amyloid formation, the evaluation of small molecules that may bind beta(2)-m and possibly inhibit the aggregation process is still largely unexplored mainly because the protein lacks a specific active site. Based on our previous findings, we selected a pilot set of sulfonated molecules that are known to either bind or not to the protein, including binders that are anti-amyloidogenic. We show how a complementary approach, using high-resolution mass spectrometry and in silico studies, can offer rapid and precise information on affinity, as well as insight into the structural requisites that favour or disfavour the inhibitory activity. Overall, this approach can be used for predictive purposes and for a rapid screening of fibrillogenesis inhibitors.
Collapse
Affiliation(s)
- Luca Regazzoni
- Dipartimento di Scienze Farmaceutiche Pietro Pratesi, Università degli Studi di Milano, Via Mangiagalli 25, Milan, Italy
| | | | | | | | | | | | | | | | | |
Collapse
|
21
|
Alzate-Morales JH, Vergara-Jaque A, Caballero J. Computational study on the interaction of N1 substituted pyrazole derivatives with B-raf kinase: an unusual water wire hydrogen-bond network and novel interactions at the entrance of the active site. J Chem Inf Model 2010; 50:1101-12. [PMID: 20524689 DOI: 10.1021/ci100049h] [Citation(s) in RCA: 30] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/28/2022]
Abstract
Docking and molecular dynamics (MD) simulations of N1 substituted pyrazole derivatives complexed with B-Raf kinase were performed to gain insight into the structural and energetic preferences of these inhibitors. First, a comparative study of fully automated docking programs AutoDock, ICM, GLIDE, and Surflex-Dock in closely approximating the X-ray crystal structure of the inhibitor (1E)-5-[1-(4-piperidinyl)-3-(4-pyridinyl)-1H-pyrazol-4-yl]-2,3-dihydro-1H-inden-1-one oxime was performed. Afterward, the dynamics of the above-mentioned compound and the less active analogous compounds with 1-methyl-4-piperidinyl and tetrahydro-2H-pyran-4-yl groups at position N1 of pyrazole ring inside the B-Raf active site were analyzed by MD simulations. We found that the most active compound has stable interactions with residues Ile463 and His539 at the entrance of the B-Raf active site. Those interactions were in very good agreement with more reliable quantum mechanics/molecular mechanics calculations performed on the torsional angle phi between the pyrazole ring and the substituents at position N1. In addition, we identified a water wire connecting N2 of the pyrazole ring, Cys532, and Ser536, which is composed of three water molecules for the most active compound. We found some differences in the water wire hydrogen-bond network formed by less active compounds. We suggest that the differences between these structural features are responsible for the differences in activity among the studied compounds.
Collapse
Affiliation(s)
- Jans H Alzate-Morales
- Centro de Bioinformatica y Simulacion Molecular, Universidad de Talca, 2 Norte 685, Casilla 721, Talca, Chile
| | | | | |
Collapse
|
22
|
Aldini G, Vistoli G, Regazzoni L, Benfatto MC, Bettinelli I, Carini M. Edaravone inhibits protein carbonylation by a direct carbonyl-scavenging mechanism: focus on reactivity, selectivity, and reaction mechanisms. Antioxid Redox Signal 2010; 12:381-92. [PMID: 19722825 DOI: 10.1089/ars.2009.2814] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
The aim of this study was to evaluate the ability of the well-known radical scavenging compound edaravone (EDA) to entrap and detoxify reactive carbonyl species (RCS) derived from lipid peroxidation [4-hydroxy-trans-2-nonenal (HNE), acrolein and glyoxal], as well as its ability to prevent RCS-induced protein carbonylation, by using hemoglobin (Hb) modified by HNE as an in vitro model. Through a combined HPLC and high-resolution mass spectrometric approach, we confirmed the ability of EDA to scavenge precursors for either advanced glycation or lipoxidation end products (EAGLEs), such as glyoxal, and demonstrated for the first time that EDA is also a potent quencher of alpha,beta-unsaturated aldehydes (providing mass spectral characterization of the adducts), being significantly more active than a series of well-known RCS sequestering agents. Direct infusion analysis of the intact protein and nano LC-ESI-MS/MS analysis of the tryptic digest, carried out on an LTQ-Orbitrap hybrid mass spectrometer, were used to study the modifications occurring on Hb after exposure to increasing HNE concentrations, providing evidence for Cys93 (Hb beta-chain) involvement in covalent attachment, and to demonstrate the ability of EDA dose-dependently to inhibit Hb carbonylation. Computational studies allowed us to elucidate the mechanism of EDA-RCS interaction and to explain the preferential site of HNE adduction to Hb. The same combined approach indicated that EDA is not a selective RCS scavenger, being able to react also with nontoxic, physiologically relevant aldehydes, such as pyridoxal.
Collapse
Affiliation(s)
- Giancarlo Aldini
- Dipartimento di Scienze Farmaceutiche Pietro Pratesi, Università degli Studi di Milano, Milan, Italy
| | | | | | | | | | | |
Collapse
|
23
|
Puntambekar DS, Giridhar R, Yadav MR. Inhibition of farnesyltransferase: a rational approach to treat cancer? J Enzyme Inhib Med Chem 2007; 22:127-40. [PMID: 17518338 DOI: 10.1080/14756360601072841] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022] Open
Abstract
This article presents in brief the development of farnesyltransferase inhibitors (FTIs) and their preclinical and clinical status. In this review the mechanism of action of FTIs is discussed and their selectivity issue towards tumor cells is also addressed. The significant efficacy of FTIs as single or combined agents in preclinical studies stands in contrast with only moderate effects in Clinical Phase II-III studies. This suggests that there is a need to further explore and understand the complex mechanism of action of FTIs and their interaction with cytotoxic agents.
Collapse
Affiliation(s)
- Devendra S Puntambekar
- Pharmacy Department, Faculty of Technology and Engineering, The Maharaja Sayajirao University of Baroda, Vadodara 390 001, Gujarat, India
| | | | | |
Collapse
|
24
|
Cilurzo F, Selmin F, Vistoli G, Minghetti P, Montanari L. Binary polymeric blends to microencapsulate nitroflurbiprofen: Physicochemical and in silico studies. Eur J Pharm Sci 2007; 31:202-10. [PMID: 17482436 DOI: 10.1016/j.ejps.2007.03.010] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2006] [Revised: 03/19/2007] [Accepted: 03/22/2007] [Indexed: 11/21/2022]
Abstract
Nitroflurbiprofen, NFP, a practically insoluble liquid drug, was microencapsulated in hydrophilic micromatrices made of poly(N-vinylpyrrolidone) (PVP), or polyaminomethacrylate (PAMA), or binary blends of polymers thereof. The PAMA/PVP miscibility was assessed both in the solid state (DSC and ATF-FTIR spectroscopy) and in solution by viscometric measurements. The in vitro NFP release test was carried out in over saturation condition to discriminate the increase of NFP apparent solubility (supersaturation degree, SD). Drug/polymer/polymer/water interactions were studied in silico by molecular dynamic (MD) simulations. PAMA and PVP resulted miscible only in aqueous solution. The release of NFP from microparticles occurred according to a non-monotonic pattern due to the formation of instable supersaturated systems and the drug separation in the dissolution medium. After 5 min, the SD was at least 3. The use of PVP/PAMA micromatrices reduced the instability of the supersaturated solutions. MD simulations evidenced that water molecules play a key role in the PAMA/PVP compatibilization process and in stabilization of NFP supersaturated systems by means of H-bond. The docking analyses here find a novel and successful application to predict the different ability of a drug to interact with polymeric blends in solution.
Collapse
Affiliation(s)
- Francesco Cilurzo
- Istituto di Chimica Farmaceutica e Tossicologica P. Pratesi, Università degli Studi di Milano, Milan, Italy.
| | | | | | | | | |
Collapse
|
25
|
Sung ND, Cho YK, Kwon BM, Hyun KH, Kim CK. 3D QSAR studies on cinnamaldehyde analogues as farnesyl protein transferase inhibitors. Arch Pharm Res 2005; 27:1001-8. [PMID: 15554254 DOI: 10.1007/bf02975421] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
Three-dimensional quantitative structure-activity relationship (3D-QSAR) studies on 59 cinnamaldehyde analogues as Farnesyl Protein Transferase (FPTase) inhibitors were investigated using comparative molecular field analysis (CoMFA) with the PLS region-focusing method. Forty-nine training set inhibitors were used for CoMFA with two different grid spacings, 2A and 1A. Ten compounds, which were not used in model generation, were used to validate the CoMFA models. After the PLS analysis, the best predictive CoMFA model showed that the cross-validated value (r2cv) and the non-cross validated conventional value (r2ncv) are 0.557 and 0.950, respectively. From the CoMFA contour maps, the steric and electrostatic properties of cinnamaldehyde analogues can be identified and verified.
Collapse
Affiliation(s)
- Nack-Do Sung
- Division of Applied Biology & Chemistry, College of Agricultural & Life Sciences, Chungnam National University, Daejeon 305-764, Korea
| | | | | | | | | |
Collapse
|
26
|
Sawas AH, Pentyala SN, Rebecchi MJ. Binding of volatile anesthetics to serum albumin: measurements of enthalpy and solvent contributions. Biochemistry 2004; 43:12675-85. [PMID: 15449957 DOI: 10.1021/bi035941d] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
This study directly examines the enthalpic contributions to binding in aqueous solution of closely related anesthetic haloethers (desflurane, isoflurane, enflurane, and sevoflurane), a haloalkane (halothane), and an intravenous anesthetic (propofol) to bovine and human serum albumin (BSA and HSA) using isothermal titration calorimetry. Binding to serum albumin is exothermic, yielding enthalpies (DeltaH(obs)) of -3 to -6 kcal/mol for BSA with a rank order of apparent equilibrium association constants (K(a) values): desflurane > isoflurane approximately enflurane > halothane >or= sevoflurane, with the differences being largely ascribed to entropic contributions. Competition experiments indicate that volatile anesthetics, at low concentrations, share the same sites in albumin previously identified in crystallographic and photo-cross-linking studies. The magnitude of the observed DeltaH increased linearly with increased reaction temperature, reflecting negative changes in heat capacities (DeltaC(p)). These -DeltaC(p) values significantly exceed those calculated for burial of each anesthetic in a hydrophobic pocket. The enhanced stabilities of the albumin/anesthetic complexes and -DeltaC(p) are consistent with favorable solvent rearrangements that promote binding. This idea is supported by substitution of D(2)O for H(2)O that significantly reduces the favorable binding enthalpy observed for desflurane and isoflurane, with an opposing increase of DeltaS(obs). From these results, we infer that solvent restructuring, resulting from release of water weakly bound to anesthetic and anesthetic-binding sites, is a dominant and favorable contributor to the enthalpy and entropy of binding to proteins.
Collapse
Affiliation(s)
- Abdul H Sawas
- Department of Anesthesiology, School of Medicine, State University of New York, Stony Brook, New York 11794, USA
| | | | | |
Collapse
|
27
|
Polley MJ, Winkler DA, Burden FR. Broad-Based Quantitative Structure−Activity Relationship Modeling of Potency and Selectivity of Farnesyltransferase Inhibitors Using a Bayesian Regularized Neural Network. J Med Chem 2004; 47:6230-8. [PMID: 15566293 DOI: 10.1021/jm049621j] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Inhibitors of the enzyme farnesyltransferase show potential as novel anticancer agents. There are many known inhibitors, but efforts to build predictive SAR models have been hampered by the structural diversity and flexibility of inhibitors. We have undertaken for the first time a QSAR study of the potency and selectivity of a large, diverse data set of farnesyltransferase inhibitors. We used novel molecular descriptors based on binned atomic properties and invariants of molecular matrices and a robust, nonlinear QSAR mapping paradigm, the Bayesian regularized neural network. We have built robust QSAR models of farnesyltransferase inhibition, geranylgeranyltransferase inhibition, and in vivo data. We have derived a novel selectivity index that allows us to model potency and selectivity simultaneously and have built robust QSAR models using this index that have the potential to discover new potent and selective inhibitors.
Collapse
Affiliation(s)
- Mitchell J Polley
- Centre for Complexity in Drug Design, CSIRO Molecular Science, Private Bag 10, Clayton South MDC, Clayton 3169, Australia
| | | | | |
Collapse
|
28
|
Pedretti A, Elena Silva M, Villa L, Vistoli G. Binding site analysis of full-length α1a adrenergic receptor using homology modeling and molecular docking. Biochem Biophys Res Commun 2004; 319:493-500. [PMID: 15178433 DOI: 10.1016/j.bbrc.2004.04.149] [Citation(s) in RCA: 30] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2004] [Indexed: 11/28/2022]
Abstract
The recent availability of crystal structure of bovine rhodopsin offers new opportunities in order to approach the construction of G protein coupled receptors. This study focuses the attention on the modeling of full-length alpha(1a) adrenergic receptor (alpha(1a)-AR) due to its biological role and significant implications in pharmacological treatment of benign prostate hyperplasia. This work could be considered made up by two main steps: (a) the construction of full structure of alpha(1a)-AR, through homology modeling methods; (b) the automated docking of an endogenous agonist, norepinephrine, and of an antagonist, WB-4101, using BioDock program. The obtained results highlight the key residues involved in binding sites of both agonists and antagonists, confirming the mutagenesis data and giving new suggestions for the rational design of selective ligands.
Collapse
Affiliation(s)
- Alessandro Pedretti
- Istituto di Chimica Farmaceutica, Faculty of Pharmacy, Viale Abruzzi, 42 University of Milan, 20131 Milan, Italy
| | | | | | | |
Collapse
|
29
|
Modeling of Inhibition Mechanism of Natural Ligands to Farnesyl Protein Transferase Using Molecular Docking. B KOREAN CHEM SOC 2003. [DOI: 10.5012/bkcs.2003.24.10.1509] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|