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  1. Article ; Online: Acetylcholinesterase: A Versatile Template to Coin Potent Modulators of Multiple Therapeutic Targets.

    Luque, F Javier / Muñoz-Torrero, Diego

    Accounts of chemical research

    2024  

    Abstract: ConspectusThe enzyme acetylcholinesterase (AChE) hydrolyzes the neurotransmitter acetylcholine (ACh) at cholinergic synapses of the peripheral and central nervous system. Thus, it is a prime therapeutic target for diseases that occur with a cholinergic ... ...

    Abstract ConspectusThe enzyme acetylcholinesterase (AChE) hydrolyzes the neurotransmitter acetylcholine (ACh) at cholinergic synapses of the peripheral and central nervous system. Thus, it is a prime therapeutic target for diseases that occur with a cholinergic deficit, prominently Alzheimer's disease (AD). Working at a rate near the diffusion limit, it is considered one of nature's most efficient enzymes. This is particularly meritorious considering that its catalytic site is buried at the bottom of a 20-Å-deep cavity, which is preceded by a bottleneck with a diameter shorter than that of the trimethylammonium group of ACh, which has to transit through it. Not only the particular architecture and amino acid composition of its active site gorge enable AChE to largely overcome this potential drawback, but it also offers plenty of possibilities for the design of novel inhibitor drug candidates.In this Account, we summarize our different approaches to colonize the vast territory of the AChE gorge in the pursuit of increased occupancy and hence of inhibitors with increased affinity. We pioneered the use of molecular hybridization to design inhibitors with extended binding at the CAS, reaching affinities among the highest reported so far. Further application of molecular hybridization to grow CAS extended binders by attaching a PAS-binding moiety through suitable linkers led to multisite inhibitors that span the whole length of the gorge, reaching the PAS and even interacting with midgorge residues. We show that multisite AChE inhibitors can also be successfully designed the other way around, by starting with an optimized PAS binder and then colonizing the gorge and CAS. Molecular hybridization from a multicomponent reaction-derived PAS binder afforded a single-digit picomolar multisite AChE inhibitor with more than 1.5 million-fold increased potency relative to the initial hit. This illustrates the powerful alliance between molecular hybridization and gorge occupancy for designing potent AChE inhibitors.Beyond AChE, we show that the stereoelectronic requirements imposed by the AChE gorge for multisite binding have a templating effect that leads to compounds that are active in other key biological targets in AD and other neurological and non-neurological diseases, such as BACE-1 and the aggregation of amyloidogenic proteins (β-amyloid, tau, α-synuclein, prion protein, transthyretin, and human islet amyloid polypeptide). The use of known pharmacophores for other targets as the PAS-binding motif enables the rational design of multitarget agents with multisite binding within AChE and activity against a variety of targets or pathological events, such as oxidative stress and the neuroinflammation-modulating enzyme soluble epoxide hydrolase, among others.We hope that our results can contribute to the development of drug candidates that can modify the course of neurodegeneration and may inspire future works that exploit the power of molecular hybridization in other proteins featuring large cavities.
    Language English
    Publishing date 2024-02-09
    Publishing country United States
    Document type Journal Article
    ZDB-ID 1483291-4
    ISSN 1520-4898 ; 0001-4842
    ISSN (online) 1520-4898
    ISSN 0001-4842
    DOI 10.1021/acs.accounts.3c00617
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  2. Article ; Online: Binding of Cholesterol to the N-Terminal Domain of the NPC1L1 Transporter: Analysis of the Epimerization-Related Binding Selectivity and Loop Mutations.

    Valdivia, Aitor / Luque, F Javier / Llabrés, Salomé

    Journal of chemical information and modeling

    2023  Volume 64, Issue 1, Page(s) 189–204

    Abstract: Cholesterol is a fat-like substance with a pivotal physiological relevance in humans, and its homeostasis is tightly regulated by various cellular processes, including the import in the small intestine and the reabsorption in the biliary ducts by the ... ...

    Abstract Cholesterol is a fat-like substance with a pivotal physiological relevance in humans, and its homeostasis is tightly regulated by various cellular processes, including the import in the small intestine and the reabsorption in the biliary ducts by the Niemann-Pick C1 Like 1 (NPC1L1) importer. NPC1L1 can mediate the absorption of a variety of sterols but strikingly exhibits a large sensitivity to cholesterol epimerization. This study examines the molecular basis of the epimerization-related selective binding of cholesterol by combining extended unbiased molecular dynamics simulations of the apo and holo species of the N-terminal domain of wild-type NPC1L1, in conjunction with relative binding free energy, umbrella sampling, and well-tempered metadynamics calculations. The analysis of the results discloses the existence of two distinct binding modes for cholesterol and epi-cholesterol. The former binds deeper in the cavity, forming key hydrogen-bond interactions with Q95, S56, and a water molecule. In contrast, epi-cholesterol is shifted ca. 3 Å to the mouth of the cavity and the transition to the Q95 site is prevented by an energetic barrier of 4.1 kcal·mol
    MeSH term(s) Humans ; Membrane Proteins/chemistry ; Membrane Transport Proteins/genetics ; Membrane Transport Proteins/metabolism ; Cholesterol/metabolism ; Mutation ; Water/metabolism
    Chemical Substances Membrane Proteins ; Membrane Transport Proteins ; Cholesterol (97C5T2UQ7J) ; Water (059QF0KO0R) ; NPC1L1 protein, human
    Language English
    Publishing date 2023-12-28
    Publishing country United States
    Document type Journal Article
    ZDB-ID 190019-5
    ISSN 1549-960X ; 0095-2338
    ISSN (online) 1549-960X
    ISSN 0095-2338
    DOI 10.1021/acs.jcim.3c01319
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  3. Article ; Online: Frontiers in Computational Chemistry for Drug Discovery.

    Luque, F Javier

    Molecules (Basel, Switzerland)

    2018  Volume 23, Issue 11

    Abstract: Computational methods pervade almost all aspects of drug discovery [ ... ]. ...

    Abstract Computational methods pervade almost all aspects of drug discovery [...].
    MeSH term(s) Computational Biology/methods ; Drug Discovery/methods ; Molecular Dynamics Simulation
    Language English
    Publishing date 2018-11-03
    Publishing country Switzerland
    Document type Editorial
    ZDB-ID 1413402-0
    ISSN 1420-3049 ; 1431-5165 ; 1420-3049
    ISSN (online) 1420-3049
    ISSN 1431-5165 ; 1420-3049
    DOI 10.3390/molecules23112872
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  4. Article ; Online: On the relevance of query definition in the performance of 3D ligand-based virtual screening.

    Vázquez, Javier / García, Ricardo / Llinares, Paula / Luque, F Javier / Herrero, Enric

    Journal of computer-aided molecular design

    2024  Volume 38, Issue 1, Page(s) 18

    Abstract: Ligand-based virtual screening (LBVS) methods are widely used to explore the vast chemical space in the search of novel compounds resorting to a variety of properties encoded in 1D, 2D or 3D descriptors. The success of 3D-LBVS is affected by the overlay ... ...

    Abstract Ligand-based virtual screening (LBVS) methods are widely used to explore the vast chemical space in the search of novel compounds resorting to a variety of properties encoded in 1D, 2D or 3D descriptors. The success of 3D-LBVS is affected by the overlay of molecular pairs, thus making selection of the template compound, search of accessible conformational space and choice of the query conformation to be potential factors that modulate the successful retrieval of actives. This study examines the impact of adopting different choices for the query conformation of the template, paying also attention to the influence exerted by the structural similarity between templates and actives. The analysis is performed using PharmScreen, a 3D LBVS tool that relies on similarity measurements of the hydrophobic/philic pattern of molecules, and Phase Shape, which is based on the alignment of atom triplets followed by refinement of the volume overlap. The study is performed for the original DUD-E
    MeSH term(s) Ligands ; Databases, Factual
    Chemical Substances Ligands
    Language English
    Publishing date 2024-04-04
    Publishing country Netherlands
    Document type Journal Article
    ZDB-ID 808166-9
    ISSN 1573-4951 ; 0920-654X
    ISSN (online) 1573-4951
    ISSN 0920-654X
    DOI 10.1007/s10822-024-00561-5
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  5. Article ; Online: Searching for effective antiviral small molecules against influenza A virus: A patent review.

    Ginex, Tiziana / Luque, F Javier

    Expert opinion on therapeutic patents

    2020  Volume 31, Issue 1, Page(s) 53–66

    Abstract: Introduction: ...

    Abstract Introduction:
    MeSH term(s) Antiviral Agents/pharmacology ; Antiviral Agents/therapeutic use ; COVID-19/drug therapy ; Drug Discovery ; Humans ; Influenza A virus/drug effects ; Influenza, Human/drug therapy ; Influenza, Human/virology ; Patents as Topic ; Small Molecule Libraries
    Chemical Substances Antiviral Agents ; Small Molecule Libraries
    Keywords covid19
    Language English
    Publishing date 2020-10-19
    Publishing country England
    Document type Journal Article ; Review
    ZDB-ID 1186201-4
    ISSN 1744-7674 ; 0962-2594 ; 1354-3776
    ISSN (online) 1744-7674
    ISSN 0962-2594 ; 1354-3776
    DOI 10.1080/13543776.2020.1831471
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  6. Article ; Online: Screening and Biological Evaluation of Soluble Epoxide Hydrolase Inhibitors: Assessing the Role of Hydrophobicity in the Pharmacophore-Guided Search of Novel Hits.

    Vázquez, Javier / Ginex, Tiziana / Herrero, Albert / Morisseau, Christophe / Hammock, Bruce D / Luque, F Javier

    Journal of chemical information and modeling

    2023  Volume 63, Issue 10, Page(s) 3209–3225

    Abstract: The human soluble epoxide hydrolase (sEH) is a bifunctional enzyme that modulates the levels of regulatory epoxy lipids. The hydrolase activity is carried out by a catalytic triad located at the center of a wide L-shaped binding site, which contains two ... ...

    Abstract The human soluble epoxide hydrolase (sEH) is a bifunctional enzyme that modulates the levels of regulatory epoxy lipids. The hydrolase activity is carried out by a catalytic triad located at the center of a wide L-shaped binding site, which contains two hydrophobic subpockets at both sides. On the basis of these structural features, it can be assumed that desolvation is a major factor in determining the maximal achievable affinity that can be attained for this pocket. Accordingly, hydrophobic descriptors may be better suited to the search of novel hits targeting this enzyme. This study examines the suitability of quantum mechanically derived hydrophobic descriptors in the discovery of novel sEH inhibitors. To this end, three-dimensional quantitative structure-activity relationship (3D-QSAR) pharmacophores were generated by combining electrostatic and steric or alternatively hydrophobic and hydrogen-bond parameters in conjunction with a tailored list of 76 known sEH inhibitors. The pharmacophore models were then validated by using two external sets chosen (i) to rank the potency of four distinct series of compounds and (ii) to discriminate actives from decoys, using in both cases datasets taken from the literature. Finally, a prospective study was performed including a virtual screening of two chemical libraries to identify new potential hits, which were subsequently experimentally tested for their inhibitory activity on human, rat, and mouse sEH. The use of hydrophobic-based descriptors led to the identification of six compounds as inhibitors of the human enzyme with IC
    MeSH term(s) Mice ; Humans ; Rats ; Animals ; Epoxide Hydrolases/chemistry ; Pharmacophore ; Prospective Studies ; Quantitative Structure-Activity Relationship ; Enzyme Inhibitors/metabolism ; Hydrophobic and Hydrophilic Interactions
    Chemical Substances Epoxide Hydrolases (EC 3.3.2.-) ; Enzyme Inhibitors
    Language English
    Publishing date 2023-05-04
    Publishing country United States
    Document type Journal Article ; Research Support, N.I.H., Extramural ; Research Support, Non-U.S. Gov't
    ZDB-ID 190019-5
    ISSN 1549-960X ; 0095-2338
    ISSN (online) 1549-960X
    ISSN 0095-2338
    DOI 10.1021/acs.jcim.3c00301
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  7. Article ; Online: Monte Carlo-MST: New strategy for representation of solvent configurational space in solution.

    Colominas, Carles / Luque, F Javier / Orozco, Modesto

    Journal of computational chemistry

    2021  Volume 20, Issue 7, Page(s) 665–678

    Abstract: A new procedure for the representation of the configurational space of solutes in solution is presented. The method is based on the combination of standard Monte Carlo techniques with the continuum model developed by the Pisa group in its semiclassical ... ...

    Abstract A new procedure for the representation of the configurational space of solutes in solution is presented. The method is based on the combination of standard Monte Carlo techniques with the continuum model developed by the Pisa group in its semiclassical version, which was developed by our group. The suitability of the method for exploring the configurational space of chemical systems in solution has been tested by analyzing the dimers of formic acid, imidazole, and benzene, as well as the interaction between the ammonium cation and the formate anion. The results in aqueous solution are compared with those obtained in a gas phase environment. The calculations provide detailed information on the interaction modes between monomers and their contribution to the dimer. ©1999 John Wiley & Sons, Inc. J Comput Chem 20: 665-678, 1999.
    Language English
    Publishing date 2021-08-11
    Publishing country United States
    Document type Journal Article
    ZDB-ID 1479181-X
    ISSN 1096-987X ; 0192-8651
    ISSN (online) 1096-987X
    ISSN 0192-8651
    DOI 10.1002/(SICI)1096-987X(199905)20:7<665::AID-JCC2>3.0.CO;2-W
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  8. Article: From Acid Activation Mechanisms of Proton Conduction to Design of Inhibitors of the M2 Proton Channel of Influenza A Virus.

    Aledavood, Elnaz / Selmi, Beatrice / Estarellas, Carolina / Masetti, Matteo / Luque, F Javier

    Frontiers in molecular biosciences

    2022  Volume 8, Page(s) 796229

    Abstract: With an estimated 1 billion people affected across the globe, influenza is one of the most serious health concerns worldwide. Therapeutic treatments have encompassed a number of key functional viral proteins, mainly focused on the M2 proton channel and ... ...

    Abstract With an estimated 1 billion people affected across the globe, influenza is one of the most serious health concerns worldwide. Therapeutic treatments have encompassed a number of key functional viral proteins, mainly focused on the M2 proton channel and neuraminidase. This review highlights the efforts spent in targeting the M2 proton channel, which mediates the proton transport toward the interior of the viral particle as a preliminary step leading to the release of the fusion peptide in hemagglutinin and the fusion of the viral and endosomal membranes. Besides the structural and mechanistic aspects of the M2 proton channel, attention is paid to the challenges posed by the development of efficient small molecule inhibitors and the evolution toward novel ligands and scaffolds motivated by the emergence of resistant strains.
    Language English
    Publishing date 2022-01-14
    Publishing country Switzerland
    Document type Journal Article ; Review
    ZDB-ID 2814330-9
    ISSN 2296-889X
    ISSN 2296-889X
    DOI 10.3389/fmolb.2021.796229
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  9. Article ; Online: Prediction of toluene/water partition coefficients in the SAMPL9 blind challenge: assessment of machine learning and IEF-PCM/MST continuum solvation models.

    Zamora, William J / Viayna, Antonio / Pinheiro, Silvana / Curutchet, Carles / Bisbal, Laia / Ruiz, Rebeca / Ràfols, Clara / Luque, F Javier

    Physical chemistry chemical physics : PCCP

    2023  Volume 25, Issue 27, Page(s) 17952–17965

    Abstract: In recent years the use of partition systems other than the widely used ... ...

    Abstract In recent years the use of partition systems other than the widely used biphasic
    Language English
    Publishing date 2023-07-12
    Publishing country England
    Document type Journal Article
    ZDB-ID 1476244-4
    ISSN 1463-9084 ; 1463-9076
    ISSN (online) 1463-9084
    ISSN 1463-9076
    DOI 10.1039/d3cp01428b
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  10. Article ; Online: Development of a Structure-Based, pH-Dependent Lipophilicity Scale of Amino Acids from Continuum Solvation Calculations.

    Zamora, William J / Campanera, Josep M / Luque, F Javier

    The journal of physical chemistry letters

    2019  Volume 10, Issue 4, Page(s) 883–889

    Abstract: Lipophilicity is a fundamental property to characterize the structure and function of proteins, motivating the development of lipophilicity scales. We report a versatile strategy to derive a pH-adapted scale that relies on theoretical estimates of ... ...

    Abstract Lipophilicity is a fundamental property to characterize the structure and function of proteins, motivating the development of lipophilicity scales. We report a versatile strategy to derive a pH-adapted scale that relies on theoretical estimates of distribution coefficients from conformational ensembles of amino acids. This is accomplished by using an accurately parametrized version of the IEFPCM/MST continuum solvation model as an effective way to describe the partitioning between n-octanol and water, in conjunction with a formalism that combines partition coefficients of neutral and ionic species of residues and the corresponding p K
    Language English
    Publishing date 2019-02-12
    Publishing country United States
    Document type Journal Article
    ISSN 1948-7185
    ISSN (online) 1948-7185
    DOI 10.1021/acs.jpclett.9b00028
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