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1.
Sci Adv ; 10(32): eadn1524, 2024 Aug 09.
Artigo em Inglês | MEDLINE | ID: mdl-39110804

RESUMO

Artificial intelligence is revolutionizing protein structure prediction, providing unprecedented opportunities for drug design. To assess the potential impact on ligand discovery, we compared virtual screens using protein structures generated by the AlphaFold machine learning method and traditional homology modeling. More than 16 million compounds were docked to models of the trace amine-associated receptor 1 (TAAR1), a G protein-coupled receptor of unknown structure and target for treating neuropsychiatric disorders. Sets of 30 and 32 highly ranked compounds from the AlphaFold and homology model screens, respectively, were experimentally evaluated. Of these, 25 were TAAR1 agonists with potencies ranging from 12 to 0.03 µM. The AlphaFold screen yielded a more than twofold higher hit rate (60%) than the homology model and discovered the most potent agonists. A TAAR1 agonist with a promising selectivity profile and drug-like properties showed physiological and antipsychotic-like effects in wild-type but not in TAAR1 knockout mice. These results demonstrate that AlphaFold structures can accelerate drug discovery.


Assuntos
Descoberta de Drogas , Receptores Acoplados a Proteínas G , Receptores Acoplados a Proteínas G/agonistas , Receptores Acoplados a Proteínas G/metabolismo , Animais , Camundongos , Humanos , Camundongos Knockout , Psicotrópicos/farmacologia , Psicotrópicos/química , Simulação de Acoplamento Molecular , Ligantes
2.
ChemMedChem ; 18(4): e202200556, 2023 02 14.
Artigo em Inglês | MEDLINE | ID: mdl-36398403

RESUMO

Farnesoid X receptor (FXR) is a nuclear receptor with an essential role in regulating bile acid synthesis and cholesterol homeostasis. FXR activation by agonists is explained by an αAF-2-trapping mechanism; however, antagonism mechanisms are diverse. We discuss microsecond molecular dynamics (MD) simulations investigating our recently reported FXR antagonists 2a and 2 h. We study the antagonist-induced conformational changes in the FXR ligand-binding domain, when compared to the synthetic (GW4064) or steroidal (chenodeoxycholic acid, CDCA) FXR agonists in the FXR monomer or FXR/RXR heterodimer r, and in the presence and absence of the coactivator. Our MD data suggest ligand-specific influence on conformations of different FXR-LBD regions, including the α5/α6 region, αAF-2, and α9-11. Changes in the heterodimerization interface induced by antagonists seem to be associated with αAF-2 destabilization, which prevents both co-activator and co-repressor recruitment. Our results provide new insights into the conformational behaviour of FXR, suggesting that FXR antagonism/agonism shift requires a deeper assessment than originally proposed by crystal structures.


Assuntos
Proteínas de Ligação a DNA , Fatores de Transcrição , Fatores de Transcrição/metabolismo , Proteínas de Ligação a DNA/química , Ligantes , Receptores Citoplasmáticos e Nucleares , Ácido Quenodesoxicólico/farmacologia
3.
J Med Chem ; 66(1): 890-912, 2023 01 12.
Artigo em Inglês | MEDLINE | ID: mdl-36517209

RESUMO

The modulation of the A2B adenosine receptor is a promising strategy in cancer (immuno) therapy, with A2BAR antagonists emerging as immune checkpoint inhibitors. Herein, we report a systematic assessment of the impact of (di- and mono-)halogenation at positions 7 and/or 8 on both A2BAR affinity and pharmacokinetic properties of a collection of A2BAR antagonists and its study with structure-based free energy perturbation simulations. Monohalogenation at position 8 produced potent A2BAR ligands irrespective of the nature of the halogen. In contrast, halogenation at position 7 and dihalogenation produced a halogen-size-dependent decay in affinity. Eight novel A2BAR ligands exhibited remarkable affinity (Ki < 10 nM), exquisite subtype selectivity, and enantioselective recognition, with some eutomers eliciting sub-nanomolar affinity. The pharmacokinetic profile of representative derivatives showed enhanced solubility and microsomal stability. Finally, two compounds showed the capacity of reversing the antiproliferative effect of adenosine in activated primary human peripheral blood mononuclear cells.


Assuntos
Halogenação , Antagonistas de Receptores Purinérgicos P1 , Cricetinae , Animais , Humanos , Células CHO , Leucócitos Mononucleares/metabolismo , Antagonistas do Receptor A2 de Adenosina/farmacologia , Receptor A2B de Adenosina/metabolismo , Ligantes , Halogênios
4.
J Med Chem ; 65(3): 2091-2106, 2022 02 10.
Artigo em Inglês | MEDLINE | ID: mdl-35068155

RESUMO

We herein document a large collection of 108 2-amino-4,6-disubstituted-pyrimidine derivatives as potent, structurally simple, and highly selective A1AR ligands. The most attractive ligands were confirmed as antagonists of the canonical cyclic adenosine monophosphate pathway, and some pharmacokinetic parameters were preliminarilly evaluated. The library, built through a reliable and efficient three-component reaction, comprehensively explored the chemical space allowing the identification of the most prominent features of the structure-activity and structure-selectivity relationships around this scaffold. These included the influence on the selectivity profile of the aromatic residues at positions R4 and R6 of the pyrimidine core but most importantly the prominent role to the unprecedented A1AR selectivity profile exerted by the methyl group introduced at the exocyclic amino group. The structure-activity relationship trends on both A1 and A2AARs were conveniently interpreted with rigorous free energy perturbation simulations, which started from the receptor-driven docking model that guided the design of these series.


Assuntos
Antagonistas do Receptor A1 de Adenosina/química , Pirimidinas/química , Antagonistas do Receptor A1 de Adenosina/metabolismo , Antagonistas do Receptor A1 de Adenosina/farmacocinética , Sítios de Ligação , Linhagem Celular , Desenho de Fármacos , Estabilidade de Medicamentos , Humanos , Cinética , Simulação de Acoplamento Molecular , Pirimidinas/metabolismo , Pirimidinas/farmacocinética , Receptor A1 de Adenosina/química , Receptor A1 de Adenosina/metabolismo , Receptor A2A de Adenosina/química , Receptor A2A de Adenosina/metabolismo , Relação Estrutura-Atividade
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