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Dive into the research topics where Roberto Nuti is active.

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Featured researches published by Roberto Nuti.


Journal of Chemical Information and Modeling | 2009

Novel method for generating structure-based pharmacophores using energetic analysis.

Noeris K. Salam; Roberto Nuti; Woody Sherman

We describe a novel method to develop energetically optimized, structure-based pharmacophores for use in rapid in silico screening. The method combines pharmacophore perception and database screening with protein-ligand energetic terms computed by the Glide XP scoring function to rank the importance of pharmacophore features. We derive energy-optimized pharmacophore hypotheses for 30 pharmaceutically relevant crystal structures and screen a database to assess the enrichment of active compounds. The method is compared to three other approaches: (1) pharmacophore hypotheses derived from a systematic assessment of receptor-ligand contacts, (2) Glide SP docking, and (3) 2D ligand fingerprint similarity. The method developed here shows better enrichments than the other three methods and yields a greater diversity of actives than the contact-based pharmacophores or the 2D ligand similarity. Docking produces the most cases (28/30) with enrichments greater than 10.0 in the top 1% of the database and on average produces the greatest diversity of active molecules. The combination of energy terms from a structure-based analysis with the speed of a ligand-based pharmacophore search results in a method that leverages the strengths of both approaches to produce high enrichments with a good diversity of active molecules.


Amino Acids | 2009

Highlights at the gate of tryptophan catabolism: a review on the mechanisms of activation and regulation of indoleamine 2,3-dioxygenase (IDO), a novel target in cancer disease

Antonio Macchiarulo; Emidio Camaioni; Roberto Nuti; Roberto Pellicciari

Indoleamine 2,3-dioxygenase (IDO) catalyzes the first and rate-limiting step of Kynurenine pathway along the major route of Tryptophan catabolism. The scientific interest in the enzyme has been growing since the observations of the involvement of IDO in the mechanisms of immune tolerance and in the mechanisms of tumor immuno-editing process. In view of this latter observation, in particular, preclinical studies of small molecule inhibitors of the enzyme have indicated the feasibility to thwart the immuno-editing process and to enhance the efficacy of current chemotherapeutic agents, supporting the notion that IDO is a novel target in cancer disease.This review covers the structural and conformational aspects of substrate recognition by IDO, including the catalytic mechanism and the so-far puzzling mechanisms of enzyme activation. Furthermore, we discuss the recent advances of medicinal chemistry in the field of IDO inhibitors.


Expert Opinion on Therapeutic Patents | 2012

Patented TGR5 modulators: a review (2006 - present).

Antimo Gioiello; Emiliano Rosatelli; Roberto Nuti; Antonio Macchiarulo; Roberto Pellicciari

Introduction: The G protein-coupled receptor TGR5 is a key player of the bile acid signaling network, and its activation has been proved to increase the glycemic control, to enhance energy expenditure and to exert anti-inflammatory actions. Accordingly, TGR5 ligands have emerged in drug discovery and preclinical appraisals as promising agents for the treatment of liver diseases, metabolic syndrome and related disorders. Areas covered: Recent advances in the field of TGR5 modulators are reviewed, with a particular attention on patent applications and peer-reviewed publications in the past 6 years. Expert opinion: Activation of TGR5 showed to protect mice from diabesity and insulin resistance, to improve liver functions, as well as to attenuate the development of atherosclerosis. However, although the efficacy of TGR5 agonists in mice is encouraging, further studies are needed to determine their potential in humans and to evaluate carefully the balance between the therapeutic benefits and adverse effects associated with the target. The development of new TGR5 selective ligands to support studies in animal models will surely facilitate the understanding of the complexity of TGR5 signaling network.


Journal of Chemical Information and Modeling | 2008

Molecular field analysis and 3D-quantitative structure-activity relationship study (MFA 3D-QSAR) unveil novel features of bile acid recognition at TGR5

Antonio Macchiarulo; Antimo Gioiello; Charles Thomas; Alberto Massarotti; Roberto Nuti; Emiliano Rosatelli; Paola Sabbatini; Kristina Schoonjans; Johan Auwerx; Roberto Pellicciari

Bile acids regulate nongenomic actions through the activation of TGR5, a membrane receptor that is G protein-coupled to the induction of adenylate cyclase. In this work, a training set of 43 bile acid derivatives is used to develop a molecular interaction field analysis (MFA) and a 3D-quantitative structure-activity relationship study (3D-QSAR) of TGR5 agonists. The predictive ability of the resulting model is evaluated using an external set of compounds with known TGR5 activity, and six bile acid derivatives whose unknown TGR5 activity is herein assessed with in vitro luciferase assay of cAMP formation. The results show a good predictive model and indicate a statistically relevant degree of correlation between the TGR5 activity and the molecular interaction fields produced by discrete positions of the bile acid scaffold. This information is instrumental to extend on a quantitative basis the current structure-activity relationships of bile acids as TGR5 modulators and will be fruitful to design new potent and selective agonists of the receptor.


ACS Medicinal Chemistry Letters | 2013

Probing the Binding Site of Bile Acids in TGR5.

Antonio Macchiarulo; Antimo Gioiello; Charles Thomas; Thijs Willem Hendrik Pols; Roberto Nuti; Cristina Ferrari; Nicola Giacchè; Francesca De Franco; Mark Pruzanski; Johan Auwerx; Kristina Schoonjans; Roberto Pellicciari

TGR5 is a G-protein-coupled receptor (GPCR) mediating cellular responses to bile acids (BAs). Although some efforts have been devoted to generate homology models of TGR5 and draw structure-activity relationships of BAs, none of these studies has hitherto described how BAs bind to TGR5. Here, we present an integrated computational, chemical, and biological approach that has been instrumental to determine the binding mode of BAs to TGR5. As a result, key residues have been identified that are involved in mediating the binding of BAs to the receptor. Collectively, these results provide new hints to design potent and selective TGR5 agonists.


ACS Medicinal Chemistry Letters | 2012

Avicholic Acid: A Lead Compound from Birds on the Route to Potent TGR5 Modulators.

Roberto Pellicciari; Antimo Gioiello; Paola Sabbatini; Francesco Venturoni; Roberto Nuti; Carolina Colliva; Giovanni Rizzo; Luciano Adorini; Mark Pruzanski; Aldo Roda; Antonio Macchiarulo

Grounding on our former 3D QSAR studies, a knowledge-based screen of natural bile acids from diverse animal species has led to the identification of avicholic acid as a selective but weak TGR5 agonist. Chemical modifications of this compound resulted in the disclosure of 6α-ethyl-16-epi-avicholic acid that shows enhanced potency at TGR5 and FXR receptors. The synthesis, biological appraisals, and structure-activity relationships of this series of compounds are herein described. Moreover, a thorough physicochemical characterization of 6α-ethyl-16-epi-avicholic acid as compared to naturally occurring bile acids is reported and discussed.


Journal of Molecular Graphics & Modelling | 2012

Fitting the complexity of GPCRs modulation into simple hypotheses of ligand design

Chiara Custodi; Roberto Nuti; Tudor I. Oprea; Antonio Macchiarulo

G-protein coupled receptors (GPCR(s)) are a large family of membrane-bound receptors that mediate a wide range of physiologic responses to hormones, neurotransmitters and dietary lipids, which represent an important class of drug targets. Significant chemical space regions have been explored both in the academia and by pharmaceutical companies, in the quest for new GPCR modulators as potential therapeutic agents. This accumulated body of evidence provides new opportunities to evaluate potential features of GPCR agonists and antagonists, and how to distinguish them. In this study, the chemical space covered within the WOMBAT database by GPCRs modulators was investigated with the aim of identifying specific molecular determinants that distinguish GPCR agonists from antagonists. While instrumental to get insights into the design strategies of GPCRs modulators, the results of this study provide novel clues on the molecular mechanisms that underlie the complexity of GPCR modulation.


Journal of Molecular Graphics & Modelling | 2013

Exploring the effect of PARP-1 flexibility in docking studies

Albert A. Antolín; Andrea Carotti; Roberto Nuti; Aydie Hakkaya; Emidio Camaioni; Jordi Mestres; Roberto Pellicciari; Antonio Macchiarulo

Poly(ADP-ribose)polymerase-1 (PARP-1) is an enzyme belonging to the ADP-ribosyltransferase family. A large body of works has validated PARP-1 as an attractive drug target for different therapeutic areas, including cancers and ischemia. Accordingly, sampling the conformational space of the enzyme is pivotal to understand its functions and improve structure-based drug discovery approaches. In the first part of this study we apply replica exchange molecular dynamic (REMD) simulations to sample the conformational space of the catalytic domain of PARP-1 in the ligand-bound and unbound forms. In the second part, we assess how and to what extend the emerging enzyme flexibility affects the performance of docking experiments of a library of PARP-1 inhibitors. This study pinpoints a putative key role of conformational shifts of Leu324, Tyr325 and Lys242 in opening an additional binding site pocket that affects the binding of ligands to the catalytic cleft of PARP-1. Furthermore, it highlights the improvement of the enrichment factor of active ligands obtained in docking experiments when using conformations generated with REMD simulations of ligand-bound PARP-1.


Current Topics in Medicinal Chemistry | 2015

Choline kinase active site provides features for designing versatile inhibitors

L. Serrán-Aguilera; Roberto Nuti; Luisa C. López-Cara; Pablo Ríos-Marco; María P. Carrasco; Carmen Marco; Antonio Entrena; Antonio Macchiarulo; Ramon Hurtado-Guerrero

Choline kinase (CK) is a homodimeric enzyme that catalyses the transfer of the ATP γ-phosphate to choline, generating phosphocholine and ADP in the presence of magnesium. Several isoforms of CK are present in humans but only the HsCKα has been associated with cancer and validated as a drug target to treat this disease. As a consequence a large number of compounds based on Hemicholinium (HC-3) have been described. Two compounds, previously reported to inhibit the human enzyme, have recently been shown to inhibit P. falciparum CK (PfCK) and therefore their potential applications might be anticipated to other pathogens. Herein, using molecular dynamic simulations, we have firstly observed that the ATP and the choline binding site of different CK in pathogens and human are conserved, suggesting that previous compounds inhibiting the human enzyme may also interact with CKs from different pathogens. We have substantiated such observation with experimental assays showing that HsCKα1, PfCK and CpCK bind to two compounds with distinct structural features in the low μM range. Collectively, these results uncover similarities among the choline kinase binding site from different pathogenic species and the human enzyme, highlighting the feasibility of designing novel inhibitors based on the choline binding pocket.


Journal of Chemical Information and Modeling | 2009

Charting the Chemical Space of Target Sites: Insights into the Binding Modes of Amine and Amidine Groups

Antonio Macchiarulo; Roberto Nuti; Gökçen Eren; Roberto Pellicciari

Nowadays there is growing awareness that the translation of the increasing number of lead compounds into clinical candidates is still a slow and often inefficient process. In order to facilitate the lead optimization procedure, due consideration must be given to the use of the right bioisosteric replacements. Very recently, we reported that exploring a chemical space of binding sites is a more effective strategy for studying the bioisosteric relationships existing among functional groups. As a continuation of our work in this field, we report herein the construction of a chemical space covered by binding sites of small molecules containing diverse amine and amidine groups. The analysis of the differences in some properties of the binding sites of these functional groups allow for gaining insights into the binding modes of positively charged groups. In addition, this study pinpoints that different types of interactions and bioisosteric relationships exist among primary, secondary, tertiary, quaternary amine, and amidine moieties.

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Johan Auwerx

École Polytechnique Fédérale de Lausanne

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Kristina Schoonjans

École Polytechnique Fédérale de Lausanne

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Aldo Roda

University of Bologna

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