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1.
Bioorg Med Chem ; 28(23): 115794, 2020 12 01.
Article in English | MEDLINE | ID: mdl-33091848

ABSTRACT

In the past few years, attempts have been made to use decision criteria beyond Lipinski's guidelines (Rule of five) to guide drug discovery projects more effectively. Several variables and formulations have been proposed and investigated within the framework of multiparameter optimization methods to guide drug discovery. In this context, the combination of Ligand Efficiency Indices (LEI) has been predominantly used to map and monitor the drug discovery process in a retrospective fashion. Here we provide an example of the use of a novel application of the LEI methodology for prospective lead optimization by using the transthyretin (TTR) fibrillogenesis inhibitor iododiflunisal (IDIF) as example. Using this approach, a number of compounds with theoretical efficiencies higher than the reference compound IDIF were identified. From this group, ten compounds were selected, synthesized and biologically tested. Half of the compounds (5, 6, 7, 8 and 10) showed potencies in terms of IC50 inhibition of TTR aggregation equal or higher than the lead compound. These optimized compounds mapped within the region of more efficient candidates in the corresponding experimental nBEI-NSEI plot, matching their position in the theoretical optimization plane that was used for the prediction. Due to their upstream (North-Eastern) position in the progression lines of NPOL = 3 or 4 of the nBEI-NSEI plot, three of them (5, 6 and 8) are more interesting candidates than iododiflunisal because they have been optimized in the three crucial LEI variables of potency, size and polarity at the same time. This is the first example of the effectiveness of using the combined LEIs within the decision process to validate the application of the LEI formulation for the prospective optimization of lead compounds.


Subject(s)
Ligands , Prealbumin/metabolism , Diflunisal/analogs & derivatives , Diflunisal/pharmacology , Humans , Kinetics , Mutagenesis, Site-Directed , Prealbumin/antagonists & inhibitors , Prealbumin/genetics , Protein Binding , Protein Multimerization/drug effects , Structure-Activity Relationship
2.
Rev. Fund. Educ. Méd. (Ed. impr.) ; 22(6): 269-272, nov.-dic. 2019. tab
Article in Spanish | IBECS | ID: ibc-187785

ABSTRACT

Introducción: Actualmente, las universidades españolas fomentan políticas de igualdad de género, entre ellas la Universitat Pompeu Fabra. Las autoridades educativas de la Facultad de Ciencias de la Salud y de la Vida de dicha universidad estaban interesadas en conocer si el resultado académico de sus egresados era similar entre hombres y mujeres. Objetivo: Para conseguir la meta anterior, se planteó un estudio con todas las personas egresadas en la licenciatura de biología, primera titulación que se implantó en la facultad y que tenía una orientación biosanitaria. Sujetos y métodos: Se registraron las calificaciones de todos los egresados de las diez promociones de la licenciatura referentes al expediente final y a cinco asignaturas con características cognitivas diferentes: anatomía, fisiología, genética, bioinformática y bioética. Resultados: Los resultados en todas las variables estudiadas fueron similares entre hombres y mujeres, no existiendo ninguna diferencia significativa. Conclusiones: Los resultados se valoraron positivamente ya que, al haber igualdad entre sexos, no se consideró que fueran necesarias medidas especiales respecto al tema estudiado para fomentar la igualdad


Introduction: Currently, Spanish universities promote policies of gender equality, including the Pompeu Fabra University. The educational authorities of the Faculty of Health and Life Sciences of this university were interested in knowing if the academic result of their graduates was similar between men and women. Aim: To achieve the above goal, a study was planned with all the people graduated from the Biology degree, the first degree that was implemented in the faculty and that had a bio sanitary orientation. Subjects and methods: The qualifications of all the graduates of the 10 undergraduate promotions in the final file and five subjects with different cognitive characteristics were recorded: anatomy, physiology, genetics, bioinformatics and bioethics. Results: The results in all the variables studied were similar between men and women, with no significant differences. Conclusions: The results were positively valued since, as there was equality between genders, it was not considered that special measures were necessary to promote equality regarding academic performance


Subject(s)
Humans , Male , Female , Academic Performance , Biology/education , Sex Factors , Educational Measurement/methods , Biology/organization & administration , Biology/statistics & numerical data , Education, Professional/methods , Models, Educational , Students/statistics & numerical data
3.
J Med Chem ; 56(22): 9110-21, 2013 Nov 27.
Article in English | MEDLINE | ID: mdl-24147937

ABSTRACT

The amyloidogenic protein transthyretin (TTR) is thought to aggregate into amyloid fibrils by tetramer dissociation which can be inhibited by a number of small molecule compounds. Our analysis of a series of crystallographic protein-inhibitor complexes has shown no clear correlation between the observed molecular interactions and the in vitro activity of the inhibitors. From this analysis, it emerged that halogen bonding (XB) could be mediating some key interactions. Analysis of the halogenated derivatives of two well-known TTR inhibitors has shown that while flufenamic acid affinity for TTR was unchanged by halogenation, diflunisal gradually improves binding up to 1 order of magnitude after iodination through interactions that can be interpreted as a suboptimal XB (carbonyl Thr106: I...O distance 3.96-4.05 Å; C-I...O angle 152-156°) or as rather optimized van der Waals contacts or as a mixture of both. These results illustrate the potential of halogenation strategies in designing and optimizing TTR fibrillogenesis inhibitors.


Subject(s)
Diflunisal/chemistry , Diflunisal/pharmacology , Flufenamic Acid/chemistry , Flufenamic Acid/pharmacology , Halogenation , Prealbumin/chemistry , Protein Multimerization/drug effects , Diflunisal/metabolism , Flufenamic Acid/metabolism , Humans , Kinetics , Ligands , Models, Molecular , Prealbumin/metabolism , Protein Structure, Secondary , Structure-Activity Relationship
4.
J Med Chem ; 55(3): 1181-8, 2012 Feb 09.
Article in English | MEDLINE | ID: mdl-22224710

ABSTRACT

Toward developing new potential analgesics, this first structure-activity relationship study of opiorphin (H-Gln-Arg-Phe-Ser-Arg-OH), a human peptide inhibiting enkephalin degradation, was performed. A systematic Ala scanning proved that Phe(3) is a key residue for neprilysin and aminopeptidase N (AP-N) ectoenkephalinase inhibition. A series of Phe(3)-halogenated analogues revealed that halogen bonding based optimization strategies are not applicable to this residue. Additional substituted Phe(3) derivatives showed that replacing l-Phe(3) for d-Phe(3) increased the AP-N inhibition potency by 1 order of magnitude. NMR studies and molecular mechanics calculations indicated that the improved potency may be due to CH-π stacking interactions between the aromatic ring of d-Phe(3) and the Hγ protons of Arg(2). This structural motif is not possible for the native opiorphin and may be useful for the design of further potent and metabolically stable analogues.


Subject(s)
Analgesics/chemical synthesis , CD13 Antigens/antagonists & inhibitors , Neprilysin/antagonists & inhibitors , Oligopeptides/chemical synthesis , Protease Inhibitors/chemical synthesis , Salivary Proteins and Peptides/chemical synthesis , Analgesics/chemistry , CD13 Antigens/chemistry , Enzyme Assays , Humans , Magnetic Resonance Spectroscopy , Models, Molecular , Neprilysin/chemistry , Oligopeptides/chemistry , Protease Inhibitors/chemistry , Quantum Theory , Salivary Proteins and Peptides/chemistry , Solid-Phase Synthesis Techniques , Solutions , Structure-Activity Relationship
5.
ACS Med Chem Lett ; 3(1): 20-4, 2012 Jan 12.
Article in English | MEDLINE | ID: mdl-24900367

ABSTRACT

The conformational profiles for the endogenous peptide Opiorphin and a set of seven analogues exhibiting different inhibitory activities toward human aminopeptidase N (hAPN) and human neprilysin (hNEP) were independently computed to deduce a bioactive conformation that Opiorphin may adopt when binding these two enzymes. The conformational space was thoroughly sampled using an iterative simulated annealing protocol, and a library of low-energy conformers was generated for each peptide. Bioactive Opiorphin conformations fitting our experimental structure-activity relationship data were identified for hAPN and hNEP using computational pairwise comparisons between each of the unique low-energy conformations of Opiorphin and its analogues. The obtained results provide a structural explanation for the dual hAPN and hNEP inhibitory activity of Opiorphin and show that the inborn flexibility of Opiorphin is essential for its analgesic activity.

6.
Mol Inform ; 30(2-3): 161-7, 2011 Mar 14.
Article in English | MEDLINE | ID: mdl-27466770

ABSTRACT

We have previously reported the design and synthesis of ligands that stabilize Transthyretin protein (TTR) in order to obtain therapeutically active compounds for Familial Amyloid Polyneuropathy (FAP). We are hereby reporting a drug design strategy to optimize these ligands and map them in Chemico-Biological Space (CBS) using Ligand Efficiency Indices (LEIs). We use a binding efficiency index (BEI) based on the measured binding affinity related to the molecular weight (MW) of the compound combined with surface-binding efficiency index (SEI) based on Polar Surface Area (PSA). We will illustrate the use of these indices, combining three crucial variables (potency, MW and PSA) in a 2D graphical representation of chemical space, to perform a retrospective mapping of SAR data for a current TTR inhibitors database, and we propose prospective strategies to use these efficiency indices and chemico-biological space maps for optimization and drug design efforts for TTR ligands.

7.
PLoS One ; 4(1): e4124, 2009.
Article in English | MEDLINE | ID: mdl-19125186

ABSTRACT

The thyroid hormone and retinol transporter protein known as transthyretin (TTR) is in the origin of one of the 20 or so known amyloid diseases. TTR self assembles as a homotetramer leaving a central hydrophobic channel with two symmetrical binding sites. The aggregation pathway of TTR into amiloid fibrils is not yet well characterized but in vitro binding of thyroid hormones and other small organic molecules to TTR binding channel results in tetramer stabilization which prevents amyloid formation in an extent which is proportional to the binding constant. Up to now, TTR aggregation inhibitors have been designed looking at various structural features of this binding channel others than its ability to host iodine atoms. In the present work, greatly improved inhibitors have been designed and tested by taking into account that thyroid hormones are unique in human biochemistry owing to the presence of multiple iodine atoms in their molecules which are probed to interact with specific halogen binding domains sitting at the TTR binding channel. The new TTR fibrillogenesis inhibitors are based on the diflunisal core structure because diflunisal is a registered salicylate drug with NSAID activity now undergoing clinical trials for TTR amyloid diseases. Biochemical and biophysical evidence confirms that iodine atoms can be an important design feature in the search for candidate drugs for TTR related amyloidosis.


Subject(s)
Amyloid , Anti-Inflammatory Agents, Non-Steroidal , Diflunisal , Iodine/chemistry , Prealbumin , Protein Multimerization/drug effects , Amyloid/chemistry , Amyloid/metabolism , Anti-Inflammatory Agents, Non-Steroidal/chemistry , Anti-Inflammatory Agents, Non-Steroidal/pharmacology , Binding Sites , Diflunisal/chemistry , Diflunisal/pharmacology , Drug Design , Humans , Models, Molecular , Molecular Structure , Prealbumin/chemistry , Prealbumin/metabolism , Protein Structure, Quaternary , Thyroid Hormones/chemistry , Thyroid Hormones/metabolism
8.
Bioorg Med Chem ; 16(6): 2852-69, 2008 Mar 15.
Article in English | MEDLINE | ID: mdl-18226909

ABSTRACT

A large series of piperazin-, piperidin- and tetrahydroisoquinolinamides of 4-(1,3-dialkyl-9-deazaxanthin-8-yl)phenoxyacetic acid were prepared through conventional or multiple parallel syntheses and evaluated for their binding affinity at the recombinant human adenosine receptors, chiefly at the hA(2B) and hA(2A) receptor subtypes. Several ligands endowed with high binding affinity at hA(2B) receptors, excellent selectivity over hA(2A) and hA(3) and a significant, but lower, selectivity over hA(1) were identified. Among them, piperazinamide derivatives 23 and 52, and piperidinamide derivative 69 proved highly potent at hA(2B) (K(i)=11, 2 and 5.5 nM, respectively) and selective towards hA(2A) (hA(2A)/hA(2B) SI=912, 159 and 630, respectively), hA(3) (hA(3)/hA(2B) SI=>100, 3090 and >180, respectively) and hA(1) (hA(1)/hA(2B) SI=>100, 44 and 120, respectively), SI being the selectivity index. A number of selected ligands tested in functional assays in vitro showed very interesting antagonist activities and efficacies at both A(2A) and A(2B) receptor subtypes, with pA(2) values close to the corresponding pK(i)s. Structure-affinity and structure-selectivity relationships suggested that the binding potency at the hA(2B) receptor may be increased by lipophilic substituents at the N4-position of piperazinamides and that an ortho-methoxy substituent at the 8-phenyl ring and alkyl groups at N1 larger than the ones at N3, in the 9-deazaxanthine ring, may strongly enhance the hA(2A)/hA(2B) SI.


Subject(s)
Adenosine A2 Receptor Antagonists , Xanthines/chemistry , Xanthines/pharmacology , Adenosine A3 Receptor Antagonists , Humans , Hydrophobic and Hydrophilic Interactions , Ligands , Protein Binding , Structure-Activity Relationship
9.
J Med Chem ; 49(1): 282-99, 2006 Jan 12.
Article in English | MEDLINE | ID: mdl-16392813

ABSTRACT

Over two hundred 1-, 3-, 8-, and 9-substituted-9-deazaxanthines were prepared and evaluated for their binding affinity at the recombinant human adenosine receptors, in particular at the hA(2B) and hA(2A) subtypes. Several ligands endowed with sub-micromolar to low nanomolar binding affinity at hA(2B) receptors, good selectivity over hA(2A) and hA(3), but a relatively poor selectivity over hA(1) were obtained. Good antagonistic potencies and efficacies, with pA(2) values close to the corresponding pK(i)s, were observed in functional assays in vitro performed on a selected series of compounds. 1,3-Dimethyl-8-phenoxy-(N-p-halogenophenyl)-acetamido-9-deazaxanthine derivatives appeared as the most interesting leads, some of them showing outstanding hA(2B) affinities, high selectivity over hA(2A) and hA(3), but low selectivity over hA(1). Structure-affinity relationships suggested that the binding potency at the hA(2B) receptor was mainly modulated by the steric (lipophilic) properties of the substituents at positions 1 and 3 and by the electronic and lipophilic characteristics of the substituents at position 8. A comparison among affinity and selectivity profiles of 9-deazaxanthines with the corresponding xanthines suggested some possible differences in their binding mode.


Subject(s)
Adenosine A2 Receptor Antagonists , Drug Design , Xanthines/chemical synthesis , Xanthines/pharmacology , Adenosine A1 Receptor Antagonists , Adenosine A3 Receptor Antagonists , Animals , Binding, Competitive/drug effects , CHO Cells , Cell Line , Cricetinae , HeLa Cells , Humans , Molecular Structure , Rats , Rats, Sprague-Dawley , Stereoisomerism , Structure-Activity Relationship , Xanthines/chemistry
10.
Microb Cell Fact ; 4: 20, 2005 Jun 30.
Article in English | MEDLINE | ID: mdl-15989691

ABSTRACT

Comparative modeling is becoming an increasingly helpful technique in microbial cell factories as the knowledge of the three-dimensional structure of a protein would be an invaluable aid to solve problems on protein production. For this reason, an introduction to comparative modeling is presented, with special emphasis on the basic concepts, opportunities and challenges of protein structure prediction. This review is intended to serve as a guide for the biologist who has no special expertise and who is not involved in the determination of protein structure. Selected applications of comparative modeling in microbial cell factories are outlined, and the role of microbial cell factories in the structural genomics initiative is discussed.

11.
Eur J Med Chem ; 39(10): 879-87, 2004 Oct.
Article in English | MEDLINE | ID: mdl-15464622

ABSTRACT

A number of 8-substituted-9-deazaxanthine derivatives (1,3-dialkyl-6-substituted-1H-pyrrolo[3,2-d]pyrimidine-2,4(3H,5H)-diones) were prepared and tested for their antagonistic activity at the recombinant human adenosine receptors, in particular at the A(2B) and A(2A) receptor subtypes. Compounds endowed with micromolar to nanomolar binding affinities, but with poor A(2B)/A(2A) selectivity, were obtained. Preliminary quantitative structure-affinity relationships suggested that the binding potency at the A(2B) receptor is mainly modulated by the electronic and lipophilic properties of the ligands.


Subject(s)
Receptor, Adenosine A2B/metabolism , Xanthines/chemical synthesis , Xanthines/metabolism , Adenosine A2 Receptor Antagonists , Animals , CHO Cells , Cell Line , Cricetinae , Humans , Ligands , Protein Binding/physiology , Structure-Activity Relationship
12.
Chembiochem ; 5(6): 841-9, 2004 Jun 07.
Article in English | MEDLINE | ID: mdl-15174168

ABSTRACT

A recent study reported a model of the human A(1) adenosine receptor and its agonist binding site, proposing two putative binding modes in the same binding site for the natural agonist, adenosine. The present work investigates the flexibility of this binding site by exhaustive exploration with the natural agonist and with three other adenosine derivatives: N6-cyclopentyladenosine (CPA), 2-chloro-N6-cyclopentyladenosine (CCPA), and 5'-N-ethylcarboxamidoadenosine (NECA). Our aim was to find a common binding mode for agonists that would explain the role in the binding process of the different substitutions allowed at the 2, N6, and 5' positions of adenosine. This problem was addressed through docking simulations, molecular dynamics studies, and estimations of the ligand-binding free energy with both the AUTODOCK scoring function and the linear interaction energy (LIE) approach. The results point to a single receptor-binding position that explains the effects of the different chemical modifications on the adenosine derivatives considered here.


Subject(s)
Adenosine A1 Receptor Agonists , Adenosine/analogs & derivatives , Adenosine/pharmacology , Adenosine-5'-(N-ethylcarboxamide)/pharmacology , Binding Sites , Humans , Mathematics , Models, Molecular , Receptor, Adenosine A1/chemistry , Receptor, Adenosine A1/metabolism , Thermodynamics
13.
Proteins ; 54(4): 705-15, 2004 Mar 01.
Article in English | MEDLINE | ID: mdl-14997566

ABSTRACT

The present work describes the building of a human A(1) adenosine receptor (hA(1)AR) model, based on the X-ray crystal structure of bovine rhodopsin, and its use as a basis for the investigation of some important structural characteristics of the receptor. One of the issues investigated was the protonation position of two histidine residues known to influence ligand binding, with protonation of His251 (6.52) in epsilon position and His278 (7.43) in delta position showing the best agreement with experimental evidence. The model was also used to study the position and structural role of water molecules present in the helical bundle. Finally, the binding site location and the ligand docking were investigated using an objective strategy. A suitable site for the binding of the ribose moiety of adenosine was first postulated and further confirmed by means of a novel chemometric strategy based on GRIND descriptors. Using this position as an anchor point, the binding of adenosine was studied by docking and molecular dynamics simulations obtaining two putative binding positions in good agreement with experimental data.


Subject(s)
Adenosine A1 Receptor Agonists , Adenosine/metabolism , Adenosine/pharmacology , Computer Simulation , Models, Molecular , Receptor, Adenosine A1/chemistry , Adenosine/chemistry , Amino Acid Sequence , Animals , Binding Sites , Cattle , Crystallography, X-Ray , Histidine/genetics , Histidine/metabolism , Humans , Hydrogen Bonding , Ligands , Molecular Sequence Data , Protein Structure, Secondary , Protons , Receptor, Adenosine A1/metabolism , Water/chemistry , Water/metabolism
14.
J Med Chem ; 45(1): 54-71, 2002 Jan 03.
Article in English | MEDLINE | ID: mdl-11754579

ABSTRACT

A series of 52 conformationally constrained butyrophenones have been synthesized and pharmacologically tested as antagonists at 5-HT(2A), 5-HT(2B), and 5-HT(2C) serotonin receptors, useful for dissecting the role of each 5-HT(2) subtype in pathophysiology. These compounds were also a consistent set for the identification of structural features relevant to receptor recognition and subtype discrimination. Six compounds were found highly active (pK(i) > 8.76) and selective at the 5-HT(2A) receptor vs 5-HT(2B) and/or 5-HT(2C) receptors. Piperidine fragments confer high affinity at the 5-HT(2A) receptor subtype, with benzofuranone- and thiotetralonepiperidine as the most selective derivatives over 5-HT(2C) and 5-HT(2B) receptors, respectively; K(i) (2A/2C) and/or K(B) (2A/2B) ratios greater than 100 were obtained. Compounds showing a more pronounced selectivity at 5-HT(2A)/5-HT(2C) than at 5-HT(2A)/5-HT(2B) bear 6-fluorobenzisoxazolyl- and p-fluorobenzoylpiperidine moieties containing one methylene bridging the basic piperidine to the alkanone moiety. An ethylene bridge between the alkanone and the amino moieties led to ligands with higher affinities for the 5-HT(2B) receptor. Significant selectivity at the 5-HT(2B) receptor vs 5-HT(2C) was observed with 1-1[(1-oxo-1,2,3,4-tetrahydro-3-naphthyl)methyl]-4-[3-(p-fluorobenzoyl)propyl]piperazine (more than 100-fold higher). Although piperidine fragments also confer higher affinity at 5-HT(2C) receptors, only piperazine-containing ligands were selective over 5-HT(2A). Moderate selectivity was observed at 5-HT(2C) vs 5-HT(2B) (10-fold) with some compounds bearing a 4-[3-(6-fluorobenzisoxazolyl)]piperidine moiety in its structure. Molecular determinants for antagonists acting at 5-HT(2A) receptors were identified by 3D-QSAR (GRID-GOLPE) studies. Docking simulations at 5-HT(2A) and 5-HT(2C) receptors suggest a binding site for the studied type of antagonists (between transmembrane helices 2, 3, and 7) different to that of the natural agonist serotonin (between 3, 5, and 6).


Subject(s)
Butyrophenones/chemical synthesis , Cycloparaffins/chemical synthesis , Heterocyclic Compounds/chemical synthesis , Receptors, Serotonin/drug effects , Serotonin Antagonists/chemical synthesis , Animals , Aorta/metabolism , Butyrophenones/chemistry , Butyrophenones/pharmacology , CHO Cells , Cricetinae , Cycloparaffins/chemistry , Cycloparaffins/pharmacology , Frontal Lobe/metabolism , Heterocyclic Compounds/chemistry , Heterocyclic Compounds/pharmacology , Humans , In Vitro Techniques , Ligands , Male , Models, Molecular , Muscle, Smooth, Vascular/metabolism , Quantitative Structure-Activity Relationship , Rats , Rats, Sprague-Dawley , Receptor, Serotonin, 5-HT2A , Receptor, Serotonin, 5-HT2B , Receptor, Serotonin, 5-HT2C , Serotonin Antagonists/chemistry , Serotonin Antagonists/pharmacology , Stomach/drug effects , Stomach/physiology
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